diff --git a/params/D00085.001.txt b/params/D00085.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fbfffaa430cfa3dfd2247011b374084b82bd918 --- /dev/null +++ b/params/D00085.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -8.465008810e-03,8.878797293e-02,7.499191910e-02,-2.265443951e-01,-3.875388205e-02,-1.496082246e-01,-7.829309255e-02,5.160827041e-01,1.852712631e-01,-2.076457590e-01,-1.516509801e-04,-1.092647687e-01,-4.725124687e-02,-1.985918544e-02,-2.450877875e-01,-3.898515599e-03,-3.069186397e-02,-2.345360219e-01,-4.269314930e-02,-1.251862496e-01,7.520413026e-03,-1.295498461e-01,-3.953310549e-01,-8.938052058e-01,-2.119210064e-01,4.856742322e-01,-1.961652189e-01,7.015121728e-02,2.601086907e-02,-1.102709211e-02,-2.069395185e-01,-6.343297660e-02,-1.236775815e-01,7.048557699e-02,-8.180851489e-02,-2.627418935e-01,-6.715416163e-02,-1.822164357e-01,2.252247930e-01,-9.846772552e-01,-3.672958538e-02,-2.580470443e-01,-1.473970897e-02,-5.001652613e-02,4.074693471e-02,-1.472101081e-02,-3.508394063e-01,-8.941748738e-02,-8.766800165e-02,-2.508126758e-02,3.181977198e-02,-6.909887493e-02,-4.074433073e-02,-1.263768524e-01,-1.758391708e-01,5.588430166e-01,7.477183826e-03,-2.246962637e-01,-6.431374699e-02,2.914063446e-02,-2.874955535e-02,-1.745260693e-02,-1.916913539e-01,7.990706712e-03,5.889841914e-02,1.918131262e-01,1.056454256e-01,4.804877639e-01,-3.473066492e-03,-1.564022750e-01,4.958104491e-01,-3.470186293e-01,1.271450613e-02,-1.889358163e-01,-1.498357044e-03,-9.973523766e-02,-9.995850176e-02,-1.998612657e-02,-1.965396553e-01,-5.417421833e-02,-5.162910745e-02,-2.827843428e-01,-7.790061086e-02,-3.857778013e-01,-2.253740281e-02,-1.652912050e-01,-4.218431711e-01,-1.478788406e-01,-8.406949043e-02,-2.104977071e-01,-8.702935278e-02,1.450797468e-01,1.259391755e-01,-1.767852344e-02,-2.534331679e-01,-3.632497415e-02,-1.801368147e-01,4.341545328e-02,-5.498168990e-02,-4.246979654e-01,-9.181433171e-02,-1.456461400e-01,-1.327450424e-01,-1.962802708e-01,7.155664731e-03,4.577274323e-01,-7.409868389e-02,-1.842894107e-01,3.092550859e-02,-2.047674544e-02,-4.573029280e-01,-5.545865744e-02,-7.291958481e-02,-4.638315365e-02,1.576080546e-02,-3.502465487e-01,-1.903581247e-02,-1.218312159e-01,-3.604047298e-01,-1.095183417e-01,7.484660484e-03,-2.601307034e-01,-1.112787351e-01,7.764548808e-02,-6.286022812e-02,-9.730527177e-03,-8.604890108e-02,-2.050642157e-03,9.794586152e-02,-7.817195356e-02,1.176666543e-01,-3.489699662e-01,8.741693199e-02,-1.914639771e-01,-3.476503491e-01,-1.468827426e-01,3.286527991e-01,-1.372838169e-01,-1.255578846e-01,-3.670826927e-02,-1.271687895e-01,-2.053087391e-02,-3.658578396e-01,-1.002934203e-02,-1.971930861e-01,3.722072244e-01,-1.001411304e-01,-4.209630787e-01,-1.092819497e-01,-1.098889187e-01,6.224846840e-01,-1.530117244e-01,-2.703307569e-01,3.240222856e-02,-5.027155951e-02,5.064461380e-02,1.465841830e-01,-4.567063414e-03,-1.663094014e-01,-9.291863441e-02,-1.131629571e-01,-1.898879111e-01,-5.425748974e-02,4.621996582e-01,-1.332310587e-01,-1.662055403e-01,-3.294609487e-01,-3.558146060e-01,-1.867200881e-01,-2.652486563e-01,-5.581567809e-02,-1.268018484e-01,3.606154770e-02,-2.570847794e-02,-3.026158810e-01,-2.311691642e-02,-3.417379409e-02,-2.037438154e-01,2.498420887e-02,-3.738862574e-01,1.875231601e-02,-1.194260344e-01,-3.690635860e-01,-1.510930955e-01,7.261984050e-02,1.661512256e-01,-4.338086396e-02,5.173536018e-02,-6.247749925e-02,-1.335217804e-02,-1.612454653e-01,-2.330466732e-02,3.989421949e-02,-1.497575194e-01,2.324537784e-01,4.158567488e-01,4.755977169e-02,-1.717558652e-01,-2.904077768e-01,1.349549890e+00,-1.010752171e-01,9.045571089e-02,-9.832752496e-02,-9.712117910e-02,-1.458189934e-01,-1.590272412e-02,-2.190901637e-01,5.999765918e-02,-2.114502192e-01,-1.707400978e-01,-1.930316687e-01,-4.875311553e-01,-9.655490518e-02,-1.427696347e-01,-3.604434431e-01,-7.006226182e-01,8.616068400e-03,-3.214134574e-01,-7.451215386e-02,4.101741686e-02,2.034186870e-01,-1.566549391e-02,-1.961726397e-01,-8.380533010e-02,-2.558559179e-02,3.446058631e-01,-3.417066857e-02,-1.417925358e-01,-8.246483654e-02,-9.990711510e-02,5.818854570e-01,-7.784606814e-01,8.418402821e-02,-1.229479630e-02,-7.908769883e-03,-8.719430119e-02,5.502095446e-03,-2.098279074e-02,-3.935149312e-01,-1.274262816e-01,-5.251945555e-02,-1.254291981e-01,-1.679964550e-02,-4.663243294e-01,-3.893992864e-03,-1.714915633e-01,-3.561682701e-01,-6.794488430e-01,-4.796323553e-02,4.033757374e-02,-9.414368868e-02,8.122067899e-02,-7.073657960e-02,-1.229961496e-02,-1.865362823e-01,9.614078328e-03,2.186972946e-01,-9.908148646e-02,3.222935200e-01,-4.612968564e-01,1.901735514e-01,-1.730424166e-01,-3.051828146e-01,-7.580747604e-01,3.942054231e-03,-2.787709795e-02,2.422424108e-01,-7.480768859e-02,-1.313900352e-01,5.848731473e-02,1.239710093e+00,4.712877795e-02,-3.794672787e-01,1.974909799e-03,-3.978077769e-01,6.829415560e-01,-2.023931593e-01,-1.284648627e-01,7.394118607e-02,-7.046192884e-01,4.636784643e-02,-7.938642800e-02,1.191065386e-01,2.645073086e-02,1.909644306e-01,-4.175964743e-02,-7.418105006e-01,-1.338098943e-01,-5.275125802e-02,-6.230144948e-02,7.284639776e-02,-4.295630157e-01,-4.032104090e-02,-1.803602874e-01,-3.432166576e-01,1.390251637e+00,-4.019863009e-01,-1.467880700e-02,-8.065585494e-01,-1.217852905e-01,3.419382498e-02,-4.399724677e-02,-8.209890723e-01,-5.902608484e-02,-3.658345714e-02,5.571174249e-02,-1.351465937e-02,-4.744209349e-01,-8.661341667e-02,-1.080872267e-01,1.500394493e-01,-7.357675433e-01,2.963100970e-01,-8.198400587e-02,1.713138372e-01,1.084140688e-01,-1.008054912e-01,-4.089792445e-02,-6.730497479e-01,6.245136319e-05,-2.243483067e-01,1.193324700e-01,2.089530528e-01,-4.368177056e-01,3.155376315e-01,-1.492778212e-01,1.972108930e-01,9.183890820e-01,1.460098326e-01,2.737549692e-02,-1.428203285e-02,2.389208227e-02,-1.516406834e-01,-3.868122399e-02,-8.022002578e-01,4.132502526e-02,5.078217983e-01,-2.106475234e-01,-2.369949669e-01,-4.652025700e-01,-3.697283864e-01,-1.803857386e-01,-6.883090734e-01,-1.053281903e+00,-1.681499779e-01,-2.186546661e-02,-9.172266722e-02,-2.285909839e-02,1.749498844e-01,-4.287352785e-02,-6.974994540e-01,-3.717656806e-02,-2.432946563e-01,-2.587298490e-02,1.093895659e-01,6.804903746e-01,-1.615071483e-02,-1.159587130e-01,-4.268372431e-02,3.743031025e-01,-8.498034626e-02,-1.120046824e-01,-9.370654076e-02,-1.264269650e-01,6.384965777e-02,5.275180563e-02,1.211867690e+00,-8.674570918e-02,-2.880573571e-01,1.691178605e-02,-9.039941430e-02,-4.582811892e-01,-6.835216284e-02,-1.414986253e-01,1.125130504e-01,-1.044955373e+00,5.005599186e-02,-9.305223823e-02,-7.636059076e-02,6.372030824e-02,-9.522341192e-02,-3.747154400e-02,-7.080106735e-01,-6.277209520e-02,-2.442602515e-01,1.271972656e-01,4.370664954e-01,-3.569878042e-01,1.673429161e-01,-1.933530718e-01,5.947847292e-02,-7.184135914e-01,8.818538487e-02,-7.771284878e-02,-5.832181126e-02,1.240896285e-01,-1.048120558e-01,6.156694889e-02,1.096685648e+00,7.410276532e-01,-2.516798079e-01,-1.345436275e-01,-4.307410717e-01,-8.022768795e-02,-2.334310412e-01,-1.068772152e-01,-1.151064783e-01,1.335296154e+00,-1.695072204e-01,-8.799032867e-02,-7.874152809e-02,-1.073502973e-01,1.733790189e-01,-5.032750219e-02,-8.397346735e-01,-3.768585026e-01,5.240359306e-01,-7.145086676e-02,6.069001928e-02,-5.469315052e-01,1.038327813e-01,-1.243109927e-01,-2.272000611e-01,-6.966698170e-01,3.005002998e-02,9.787245654e-03,-4.270212725e-02,-1.788707525e-01,-1.326573268e-02,-2.919681743e-02,-3.876793981e-01,-2.752939165e-01,-2.741510868e-01,-2.182481624e-02,-8.311393857e-02,3.054597378e-01,-1.765227020e-01,-1.622677445e-01,-1.381871849e-01,-7.296058536e-01,-4.784710705e-03,-4.449455068e-02,-9.415599704e-02,1.032625437e-01,-6.416454166e-02,-4.892862216e-02,-8.633825779e-01,-2.362408936e-01,-2.494372576e-01,8.775520325e-02,1.755430400e-01,3.138103485e-01,7.301586866e-01,-1.619413644e-01,7.151143253e-02,-7.116566300e-01,4.409774020e-02,-5.797573179e-02,-8.269229531e-02,3.613132285e-03,-8.816120028e-02,-4.439265653e-02,-7.637535930e-01,-2.192995250e-01,7.655740529e-02,-1.005725637e-01,1.993189333e-03,-7.806249857e-01,-4.242008030e-01,-1.377461106e-01,-2.549309433e-01,-7.016154528e-01,-1.074036211e-01,-3.254047036e-02,-1.054089665e-01,-1.218780950e-01,6.896331161e-02,7.086571306e-02,1.312767386e+00,-4.127152264e-01,-2.606252432e-01,-6.216387078e-02,1.016969755e-01,-2.770808041e-01,-3.956751525e-01,-1.599484086e-01,-3.267276660e-02,1.317983866e+00,-1.001341175e-02,-3.855490685e-02,-4.121007863e-03,-6.204661354e-02,5.978450924e-02,-4.064654559e-02,-7.420501113e-01,6.689071655e-01,1.872905493e-01,-2.425085939e-02,-2.934678197e-01,6.746150553e-02,-5.011900514e-02,-1.314358562e-01,-2.081694752e-01,-7.118221521e-01,1.975060441e-02,-7.467190921e-02,-8.708465844e-02,1.167539209e-01,-5.058146268e-02,-4.876216874e-02,-8.032638431e-01,-1.856929362e-01,9.153234959e-02,6.562891603e-02,8.673363924e-02,2.376891486e-02,4.029266834e-01,1.002898216e+00,4.572604969e-02,-5.669782683e-02,1.142451465e-01,7.790633943e-03,-2.585471272e-01,-5.399915855e-03,-9.957642294e-03,-4.116441309e-02,-7.731819153e-01,2.164411992e-01,-4.233290553e-01,-1.222353056e-01,-4.476934373e-01,-4.834032059e-01,-1.029875159e+00,-1.502883196e+00,-8.723242581e-02,-2.266169339e-01,-1.021354795e-01,-1.026897505e-01,7.964278013e-02,-5.669024587e-02,5.189857259e-02,-4.847317562e-02,-7.384667397e-01,-5.611781478e-01,-5.976595357e-02,-7.669579703e-03,4.811180532e-01,-1.892025918e-01,3.936435580e-01,-1.137206674e+00,-2.689338326e-01,-3.674339950e-01,-7.962065935e-02,3.257234581e-03,1.441453118e-02,-1.693675667e-01,1.937475987e-02,7.410503179e-02,1.331572890e+00,2.788041830e-01,1.411701143e-01,-3.217130154e-02,-1.331234574e-01,-3.160012141e-02,9.279698133e-02,1.048569202e+00,-1.152435914e-01,-1.605156213e-01,1.313489769e-02,-1.102996394e-01,-1.104520261e-01,1.724383533e-01,-7.198953629e-02,-4.842602462e-02,-8.123398423e-01,-8.067899942e-02,7.506715506e-02,9.437122196e-02,1.464180201e-01,-1.367741823e-01,-4.185018316e-02,-2.375586778e-01,-1.324157119e-01,-3.653431684e-02,9.831063449e-03,-1.613232493e-01,3.545017913e-02,3.495096862e-01,-1.704090089e-02,1.716210623e-03,-8.259455562e-01,-3.211789951e-02,-2.818324566e-01,-8.313380182e-02,-2.919631600e-01,-2.826793194e-01,-4.010213315e-01,-9.233381599e-02,-1.493005306e-01,-3.043608367e-01,-4.525009170e-02,1.457108185e-02,-8.599486202e-02,-2.569722831e-01,2.525123954e-02,-3.607639670e-02,2.244783379e-02,-1.911573410e-01,-1.544581354e-02,-3.524514288e-02,1.256193593e-02,-1.135179773e-01,4.439554811e-01,-1.334476620e-01,-3.266796097e-02,-3.750828803e-01,2.237471007e-02,3.418051079e-02,-1.102180034e-01,-1.750054061e-01,-1.996504515e-02,-4.389560968e-02,-1.024387836e+00,1.422845479e-02,-2.845621295e-02,-7.330669463e-02,1.186613739e-01,-1.519469023e-01,-1.371406913e-01,-1.219006702e-01,-1.097882688e-01,-9.062733501e-02,-4.120979458e-02,-8.941132575e-02,-1.129008010e-01,2.294580266e-02,2.149072941e-03,1.169521827e-02,8.337274790e-01,5.922996625e-02,4.426443484e-03,9.118154645e-02,1.442589909e-01,-8.463398367e-02,1.213620007e-01,-1.323272437e-01,-1.831737719e-02,-4.069331661e-02,5.395367369e-02,-1.666637212e-01,-6.674940884e-02,-6.623194553e-03,-1.154141724e-01,-8.316803724e-03,3.904820085e-01,1.629328579e-01,-7.378671318e-02,-1.455078274e-01,-1.240524054e-01,-8.022295684e-02,-3.473040164e-01,-1.158729792e-01,-1.691390872e-01,-3.284486532e-01,-1.333556771e-01,-3.208591416e-02,-5.659998581e-02,-1.801085323e-01,6.196751725e-03,-3.035578504e-02,-1.569151402e+00,3.489210038e-03,-1.173341647e-01,8.294414729e-03,-9.823653102e-02,-2.415970564e-01,-2.628747374e-02,-2.221819460e-01,-1.076513305e-01,-1.899430901e-01,3.158073872e-02,1.625691354e-02,7.799311727e-02,4.171972349e-02,6.986068934e-02,-3.138322011e-02,-1.064412668e-01,-4.564237595e-01,-6.025310233e-02,-5.473881587e-02,6.198639423e-02,-2.741667926e-01,1.126835719e-01,-1.157578528e-01,-1.268043071e-01,-2.503800690e-01,-9.953355417e-03,-1.848483458e-02,-2.300290465e-01,8.325077593e-02,3.028519452e-02,1.552730566e-03,2.902230322e-01,1.409421563e-01,-3.463055193e-02,7.406074554e-02,1.825994998e-01,-2.763016522e-01,1.051460505e-01,8.032073379e-01,-1.646578461e-01,-2.661163174e-02,2.674378268e-02,-1.880202442e-01,2.010284513e-01,2.006895840e-01,5.250725662e-04,-6.250459235e-03,4.631444439e-02,8.526057005e-03,-6.988636404e-02,-1.553110182e-01,-2.002229244e-01,-1.795908511e-01,-1.663037837e-01,-4.424821436e-01,-1.790063530e-01,-2.963216007e-01,-4.125934839e-02,2.120122546e-03,-1.664032936e-01,-2.101019323e-01,-2.243141644e-03,-3.345911950e-02,-5.922966003e-01,-2.014790103e-02,-1.090790052e-02,-8.096221834e-03,-7.457414642e-03,-1.115963329e-02,-5.604094267e-02,-4.659920633e-01,-4.944288358e-02,-2.391297221e-01,-3.876316547e-02,1.971540600e-02,-1.420449615e-01,-1.835066676e-01,1.264463644e-02,-1.016169135e-02,-3.141464889e-01,-6.534650922e-02,-1.329570115e-01,-1.233844087e-02,1.110366639e-02,-2.136253566e-01,-2.546476945e-02,-4.814535975e-01,-3.162438795e-02,-2.481028289e-01,8.601027075e-04,-3.432609141e-02,-1.642878354e-01,1.299971193e-01,-2.304716595e-02,-1.481006388e-02,-1.366046816e-01,-7.451733202e-02,-7.399326563e-02,1.256393492e-01,1.534547806e-01,-2.576357424e-01,1.330092698e-01,-4.790215492e-01,-1.448328793e-01,-1.851923168e-01,5.090930313e-02,-2.504014075e-01,-1.587985903e-01,-4.915968701e-02,9.627545625e-02,-1.694568247e-02,2.185595967e-02,-2.011166327e-02,-1.249992773e-01,-7.679238915e-02,-1.477916539e-01,-3.055692278e-02,-2.681921124e-01,-4.790875614e-01,1.201104489e-03,-2.166675329e-01,-6.062048301e-02,8.787353337e-02,-2.001633048e-01,-2.026948184e-01,-4.294684902e-02,-2.060686983e-02,-3.745832443e-01,-5.395890400e-02,4.306866229e-02,2.090526931e-02,-8.185937069e-03,-5.978767946e-02,8.779987693e-03,8.074021339e-01,-2.670395970e-01,-2.609145939e-01,-1.818855293e-02,-1.975787804e-02,2.947740257e-01,-2.118810546e-03,-5.711861327e-02,-1.484043151e-02,-2.219486833e-01,2.724216506e-02,-9.124264121e-02,-1.684531122e-01,-1.048610173e-02,-3.332962692e-01,-1.116654929e-02,-4.366592467e-01,-1.470932085e-02,-1.427526921e-01,-2.530213632e-02,-2.258021384e-02,-2.080810964e-01,1.930154264e-01,-9.303897619e-03,-1.289029140e-02,-4.160143733e-01,-1.005376726e-01,-1.929709911e-01,1.118814647e-01,6.327249855e-02,-1.299186945e-01,9.775442630e-02,5.673719049e-01,-1.128700003e-01,-1.555543840e-01,3.758727014e-02,-1.797513217e-01,2.449586391e-01,2.192807943e-01,5.384181812e-02,-1.166790258e-02,-3.399063647e-02,-3.229563683e-02,1.622752100e-02,2.625595592e-02,-1.033962891e-01,-5.369762704e-02,-1.900994778e-01,-6.609973311e-01,-6.538920850e-02,-2.610728145e-01,-7.937160134e-02,1.114837639e-02,-1.885497123e-01,-3.134170175e-01,6.460834411e-04,-2.664265595e-02,-3.200491369e-01,-8.803386241e-02,-1.001570933e-02,1.219701115e-02,3.810392693e-02,-1.764681041e-01,-2.508873865e-02,1.710661054e-01,-1.217698902e-01,-1.581896096e-01,6.777917733e-04,7.589137554e-02,-1.449808478e-01,-4.339910112e-03,-3.944302723e-02,-1.170447748e-02,-1.808976382e-01,3.972107079e-03,-5.915741995e-02,-2.501478195e-01,-8.888252079e-03,-3.212170601e-01,-1.878350414e-02,-6.647575498e-01,-1.222810745e-01,-2.317034453e-01,-1.358909998e-02,-1.096094474e-01,-1.831488609e-01,3.708121181e-02,-2.410294861e-02,-1.485128049e-02,-4.601435959e-01,-2.686618455e-02,1.683163196e-01,9.781412035e-02,4.756083339e-02,-1.650102288e-01,5.617554113e-02,-4.799928367e-01,-7.337461114e-01,-2.637428343e-01,6.570357829e-02,-3.726247251e-01,-1.760654002e-01,-3.766961023e-02,2.154425383e-01,-2.925554104e-02,-2.492718995e-01,-2.356182970e-02,2.789933980e-01,-7.211867720e-02,-1.043011323e-01,-5.180819705e-02,-1.550793797e-01,8.276398778e-01,4.915399253e-01,-2.727382183e-01,-8.687426150e-02,3.029978275e-01,3.091157377e-01,-4.674120992e-02,-1.891301125e-01,-2.649815939e-02,-2.517881989e-01,-5.890047923e-02,2.507599592e-01,1.121233727e-04,7.435106486e-02,-2.278127670e-01,-1.074654516e-02,-4.734111428e-01,3.844310343e-01,-1.628191620e-01,1.123439334e-02,2.755501568e-01,-2.305187732e-01,5.680705607e-02,-7.019302249e-02,-4.148217384e-03,-3.273817152e-02,2.861834655e-04,-9.465052485e-01,-1.233119443e-01,-3.050055914e-02,-2.362062931e-01,-3.040821105e-02,-4.626401365e-01,-5.639951825e-01,-1.065619662e-01,-4.565841705e-02,-4.083985984e-01,-1.758350581e-01,-3.436056152e-02,3.356545791e-02,-8.764472790e-03,-4.630905092e-01,-6.429239362e-02,-7.292801887e-02,4.002657905e-02,-7.208609488e-03,-8.002628386e-02,3.592580557e-02,-4.697746933e-01,-1.606393307e-01,-1.150398478e-01,6.137700379e-02,-2.872560024e-01,-1.568990797e-01,1.167413220e-01,-1.766194552e-01,-3.350904910e-03,-2.499699593e-01,-5.068524554e-02,5.250902846e-02,-8.834762871e-02,-7.175318152e-02,-1.577599794e-01,-1.551871747e-01,-4.783452451e-01,1.030498669e-01,-2.219174206e-01,-4.651804641e-02,1.118835583e-01,-1.898531616e-01,-1.937939227e-01,2.607780993e-01,-4.439359065e-03,-2.120105922e-01,-7.786558568e-02,-6.140901893e-02,7.166746259e-02,3.948492929e-02,-1.241368726e-01,1.226614229e-02,8.339449763e-01,1.768688560e-01,-1.988998950e-01,-4.014662653e-02,4.904169962e-02,2.721825242e-01,2.469250758e-04,3.534059599e-02,-2.678935602e-02,-1.430832297e-01,8.713184856e-03,-1.670127660e-01,-1.237547472e-01,2.414737456e-02,-3.166422844e-01,-2.934703790e-02,-4.731664062e-01,-5.412867665e-01,-2.736476064e-01,-3.112632222e-02,-7.335375249e-02,-1.996451914e-01,1.218225807e-02,-1.287768930e-01,-3.115917742e-02,-3.871587217e-01,-2.907518670e-02 +thresholds = -9.919351339e-01,-3.975183666e-01,-5.457325652e-02,-2.725268602e+00,-5.554129481e-01,-2.350384474e+00,-1.691684604e+00,-3.226876497e+00,-2.191409320e-01,-8.138558865e-01,-1.098441839e+00,-2.434173971e-01,-3.557387739e-02,-2.649117708e-01,-3.977273226e+00,-5.880807638e-01 +weights1 = 5.879300237e-01,1.546790078e-02,2.163492888e-01,-1.944143921e-01,4.299794436e-01,-7.663254142e-01,1.775984168e+00,2.037085034e-02,-3.298865855e-01,1.307810540e-03,-2.753942966e+00,-8.874601871e-02,7.602469325e-01,-9.114096873e-03,1.826089621e+00,6.589747220e-02,-2.019423693e-01,5.112208053e-02,4.151682556e-01,3.511184081e-02,-9.585282207e-01,-6.397152785e-03,-1.516073048e-01,-1.320699602e-01,-2.619025111e-01,3.456227481e-01,2.117846161e-01,7.133409847e-03,1.240619183e+00,2.911418304e-02,-2.080083638e-01,-1.114500780e-02 +biases1 = 8.671000600e-02 +weights2 = +biases2 = diff --git a/params/D00086.001.txt b/params/D00086.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..567e89d33b6666214bf6cc0abe703c1b1304f11c --- /dev/null +++ b/params/D00086.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -5.873502005e-07,-7.210160220e-07,-2.178165232e-06,-3.373829424e-01,-9.890105575e-02,-3.832283824e-07,-1.120552197e-01,-1.981838495e-01,-6.125726551e-02,-2.103703469e-02,1.264270679e-07,-6.481953431e-03,-4.018477853e-07,-3.797081709e-01,-9.385251254e-02,-2.049268782e-01,5.759147825e-07,-7.634331496e-07,-5.293373420e-07,-2.880632281e-01,-7.119322568e-02,-5.471092095e-07,-9.132348746e-02,-1.668014824e-01,-1.755143106e-01,-3.182746768e-01,3.555592514e-07,-2.277859747e-01,-4.683642771e-07,-2.829717398e-01,-2.384971231e-01,-3.838925064e-01,-1.733900035e-06,-3.319169650e-07,-2.192649617e-06,-7.996346056e-02,5.799192563e-02,-4.232779816e-07,2.582051046e-02,-1.515615880e-01,-3.088813461e-02,7.728656381e-02,-2.935416660e-06,-1.486197561e-01,-5.131672083e-07,-1.914211512e-01,-1.975564212e-01,-3.368450701e-01,-1.776323074e-06,-2.571315747e-07,-1.167504706e-06,1.409418136e-01,-4.578572512e-02,-4.177509538e-07,4.325694405e-03,2.005575150e-01,4.667918012e-02,-1.611247361e-01,-1.095578909e-06,1.335933246e-02,-1.023743380e-06,1.683448255e-01,1.069825217e-01,3.510388732e-01,2.419366183e-07,-4.833864864e-07,-5.455542009e-07,-1.451543719e-01,6.213276647e-03,-4.515268586e-07,-1.500986218e-01,-1.240232065e-01,-5.540857837e-02,-3.678491414e-01,-2.572951416e-06,-1.726295799e-01,-6.020646879e-07,-3.891367018e-01,-1.544649899e-01,-3.699244559e-02,-1.397737179e-07,-2.999901838e-08,-1.963537898e-06,-2.702986002e-01,-4.497442767e-02,-3.797225645e-07,-5.129596964e-02,-2.108353972e-01,-1.593409777e-01,-3.046892583e-01,-6.584991183e-07,-1.721649468e-01,-1.838243264e-07,-2.725691795e-01,-5.241383910e-01,-4.711359143e-01,-2.732280791e-06,-3.695448356e-07,-9.153067708e-07,-1.169973686e-01,-1.834221035e-01,-2.552827425e-07,-1.775726676e-01,1.306711286e-01,-2.433383763e-01,-4.682690501e-01,-2.072113830e-06,-4.108948633e-03,-9.926284292e-07,-2.614671886e-01,1.157617196e-01,7.471713424e-02,-1.531910101e-07,-1.472789336e-06,-3.111757678e-06,-3.201920539e-02,6.429550797e-02,-5.721693697e-07,2.057360113e-01,-1.118012294e-01,2.371072173e-01,7.176590562e-01,1.025889240e-08,-2.062516659e-02,-9.317208196e-07,2.374164313e-01,1.399183571e-01,-1.412140280e-01,-7.526940635e-07,-3.507088877e-07,-2.994206852e-06,-3.398071527e-01,-1.959963329e-02,-6.892664715e-07,-1.608049870e-01,-1.662574857e-01,-5.553396791e-02,-3.349455893e-01,-1.599379289e-06,-1.415478587e-01,-6.017342002e-07,-2.289968282e-01,1.139287092e-02,2.457636595e-02,-3.076154087e-07,-1.950403146e-07,-6.663251497e-07,-3.353897631e-01,-9.871056303e-03,-4.636544659e-08,-9.571795166e-02,-2.098508328e-01,-2.706534266e-01,-4.245743454e-01,-1.409478500e-06,-2.545900941e-01,-5.051090284e-07,-6.704730392e-01,-2.036234736e-01,-4.050007164e-01,-2.175545660e-06,-1.430849466e-06,-1.061356329e-06,-4.361496866e-01,1.272693556e-02,-2.716519418e-07,2.139204368e-02,-4.378435910e-01,1.548574865e-01,7.419907451e-01,-1.215452585e-06,-4.513807595e-02,-7.197409673e-07,1.637147218e-01,-3.889779449e-01,-4.291484058e-01,-6.860506687e-07,-3.798096486e-07,-1.577474904e-06,5.468784571e-01,-1.411428303e-01,-5.478917728e-07,6.189962104e-02,4.979637861e-01,-4.965119809e-02,-4.056218863e-01,-6.195753599e-07,7.174773514e-02,-8.621565257e-07,4.999630526e-02,1.582853198e-01,2.349482924e-01,-1.319319040e-06,-2.995936086e-07,-1.652097581e-06,-3.667312264e-01,-1.961143874e-02,-1.013616611e-06,-7.528927643e-03,-2.028367668e-01,-6.902297586e-02,-3.946555555e-01,-5.604109106e-07,-3.756697774e-01,-5.565376000e-07,-5.280143023e-01,-3.540778458e-01,-1.508210897e-01,-8.707312418e-07,-2.042947642e-07,-1.149307423e-06,-4.368203878e-01,-1.949763000e-01,-3.734352845e-07,-1.689769924e-01,-3.704331815e-01,-1.917473227e-01,-2.488685548e-01,-1.189202749e-06,-2.600108385e-01,-1.572666690e-07,-3.259697855e-01,-1.345731020e-01,-4.409157038e-01,-1.166273023e-06,-4.491492689e-07,-2.278466809e-06,6.430318356e-01,1.087274253e-01,-7.294954116e-07,7.972137630e-02,3.928648829e-01,-9.582103044e-02,-3.101120591e-01,-4.151047506e-07,5.383962393e-02,-9.527990414e-07,-1.640197486e-01,1.844567955e-01,2.005109936e-01,-1.046291459e-06,-1.458541874e-06,-6.936842283e-07,-4.039489031e-01,-5.202495307e-02,-4.519109780e-07,-7.644657046e-02,-1.355837882e-01,1.356089413e-01,5.304881930e-01,-2.746967766e-06,2.123112082e-01,-2.788446238e-07,3.322474658e-01,-1.187298819e-01,-1.833971441e-01,-1.535696242e-06,-2.213768084e-07,-1.066509412e-06,-3.565705419e-01,8.165494353e-02,-1.958112819e-07,-4.559407756e-02,-2.620463967e-01,-7.357445359e-02,-1.768200248e-01,-2.540042033e-06,-1.895233840e-01,-4.098022544e-07,5.349486694e-02,3.171477839e-02,-3.841875494e-01,-5.506125831e-07,-1.131791578e-06,-4.198053887e-07,-5.093195438e-01,-1.617614031e-01,-4.388352011e-07,-7.156553119e-02,-2.058526725e-01,-1.590861380e-01,8.241716772e-02,-3.940301383e-07,-4.380596280e-01,-5.718507623e-07,-5.679793358e-01,-3.328175247e-01,-2.992125750e-01,-2.412661786e-07,-5.953478421e-07,-2.520171620e-06,-3.652115762e-01,-2.252321392e-01,-1.001561373e-06,-1.896474659e-01,-1.774632484e-01,-1.460563093e-01,-4.636668563e-01,-1.295166726e-06,1.973643303e-01,-4.972163197e-07,1.935408562e-01,6.938625872e-02,-3.644394577e-01,-1.953304036e-06,-7.104607676e-07,-3.805215840e-07,6.666332483e-01,1.474529505e-01,-5.108612413e-07,1.335751414e-01,3.293758035e-01,1.577361822e-01,1.349207908e-01,-3.867673968e-07,6.068953127e-02,-5.832181387e-07,-3.648157716e-01,-1.912076622e-01,4.732154310e-01,-1.435909326e-06,-4.784043881e-07,-1.047003821e-06,-3.815944195e-01,-1.490582675e-01,2.507904071e-07,1.858833805e-02,-6.257279962e-02,-9.714811295e-02,2.631223015e-02,-7.699307503e-07,-2.603507638e-01,-5.752856964e-07,-3.082683980e-01,-3.291456103e-01,-3.404240310e-01,-2.731013922e-07,-1.295611582e-06,-2.848422582e-06,-2.412964553e-01,-1.839566678e-01,-4.346442211e-07,-1.127376184e-01,-2.396306098e-01,-9.741032869e-02,-5.560978875e-02,-7.203169048e-07,-3.387238085e-01,-5.647168564e-07,-3.620296419e-01,-3.008647859e-01,-5.361068249e-01,-1.386324016e-07,-1.008893832e-06,-3.535410826e-07,-1.906495243e-01,5.199290812e-02,-2.757561512e-09,1.737812534e-02,-5.432952940e-02,5.876769498e-02,-2.246015519e-01,-6.434951274e-07,-2.760756314e-01,-8.717490232e-07,-1.538148057e-02,-3.598478436e-01,4.824534357e-01,-1.795244771e-06,-5.469100870e-07,-1.519598982e-06,2.490734011e-01,1.231363267e-01,-5.207286335e-07,-9.645961225e-02,4.054420814e-02,-8.519165218e-02,-1.692497730e-01,-3.394958640e-06,5.056194067e-01,-4.780699214e-07,-7.630014443e-05,5.669353604e-01,-1.805431396e-01,-6.776751889e-07,-4.608968425e-07,-3.803063464e-07,-3.942034543e-01,2.305258811e-02,-8.665209634e-07,-7.777029276e-02,-9.564621001e-02,-1.800103486e-01,-2.363452911e-01,4.785636634e-07,-3.086725250e-02,-9.857001260e-07,-5.873485804e-01,-2.505301535e-01,-3.061628938e-01,-5.117682917e-07,-6.709877880e-07,-1.285100211e-06,-3.039904535e-01,-2.159547806e-01,-8.688136859e-07,-2.570371330e-02,-3.811335564e-01,-9.837342054e-02,-1.372745633e-01,-5.341244105e-07,-1.280445140e-02,-4.350925167e-07,-2.274305373e-01,-2.963688672e-01,-3.467586637e-01,-1.438393838e-06,-1.886302471e-06,-3.874905360e-06,-1.268200427e-01,-3.117383644e-02,-4.622936274e-07,-1.642524302e-01,5.378790665e-03,-2.712990940e-01,-2.015645802e-02,-1.946619250e-06,-8.929804713e-02,-7.952589840e-07,-2.378562689e-01,5.505554080e-01,-4.002498686e-01,-2.113078779e-07,-7.622544445e-07,-1.060564387e-06,2.605422437e-01,6.619012356e-02,-5.864025070e-07,9.449572116e-02,1.554130912e-01,3.287009001e-01,-2.937436104e-02,-2.380091473e-06,-2.365595698e-01,-6.267853792e-07,3.668780625e-01,-4.265823364e-01,4.785510898e-01,1.920393942e-07,-1.333505566e-06,-5.121718800e-07,-5.832500383e-02,-2.874123491e-02,-6.093320053e-07,-1.008964032e-01,-1.252697855e-01,-1.903398633e-01,-1.084896848e-01,-3.692600501e-07,-7.381448895e-02,-8.789145340e-07,-3.837961555e-01,-3.240975440e-01,-4.241678119e-01,7.008760008e-07,-2.286012517e-07,-1.515261260e-06,-4.426354468e-01,-1.323559582e-01,-1.125278430e-07,-1.345214993e-01,-1.762638390e-01,-2.418545187e-01,-2.394363731e-01,5.369913083e-07,-1.369770318e-01,-5.947665613e-07,-4.210218489e-01,-3.021439910e-01,-2.073445320e-01,-2.320047997e-06,-6.846661904e-07,-2.203052418e-06,3.993643224e-01,-1.474010944e-01,-7.696750686e-07,1.382601708e-01,-1.957826316e-01,4.083781838e-01,-5.858409777e-02,-3.483341516e-06,-2.725662291e-01,-1.651873731e-06,4.031073451e-01,-2.235422879e-01,-3.856944740e-01,-9.800793350e-07,-3.144679113e-07,-2.144080781e-06,-4.628695846e-01,1.506130099e-01,-8.630465800e-07,-7.607381791e-02,1.813279092e-01,-1.971661299e-01,-1.663904637e-02,-6.192227033e-07,1.138287559e-01,-1.175471766e-06,-2.840487063e-01,4.268585443e-01,4.425839186e-01,-5.343470662e-07,1.032272294e-07,-1.216170517e-06,-4.406768978e-01,1.616455056e-02,-6.596616942e-08,-1.215469912e-01,-7.333406806e-02,-2.531914413e-01,-1.901103854e-01,-1.668140726e-06,-1.644780040e-01,-2.517953988e-07,-5.095865726e-01,-3.236979246e-01,-1.494956762e-01,-4.253426198e-07,-9.900443274e-07,-1.217455520e-06,-3.272499144e-01,-1.801221371e-01,-1.305154882e-07,-8.836045116e-02,-1.731822193e-01,-1.960651129e-01,-7.905570418e-02,-2.104414534e-06,-2.227795571e-01,-2.144660982e-07,-4.016996920e-01,-2.544929981e-01,-1.118315309e-01,-7.684985803e-07,-1.310192772e-07,-1.977389729e-06,-5.958432555e-01,1.068010405e-01,-6.440272386e-07,-1.763937920e-01,-1.042527780e-01,-1.053706333e-01,-2.904094458e-01,-8.546442132e-07,1.140060201e-01,-7.214490552e-07,-2.619684935e-01,-1.426057667e-01,1.990258396e-01,-1.606142973e-06,-2.325697324e-07,-1.876994247e-06,7.993031740e-01,-1.007296517e-01,-1.398030207e-07,2.130690813e-01,3.478126600e-02,3.336467743e-01,1.364259571e-01,-4.884496434e-07,-9.627642483e-02,-4.847825039e-07,4.874980748e-01,2.978754044e-01,-5.123230219e-01,-9.192485209e-07,-3.670505180e-07,-1.044705641e-06,-2.604239285e-01,-1.744142026e-01,-4.112698093e-07,-7.999011874e-02,-1.960934699e-01,3.223319352e-02,-2.632981539e-01,-6.891725235e-08,-2.209578902e-01,-4.742977353e-07,-4.820958674e-01,-1.272663921e-01,1.254331879e-02,-8.996743759e-07,-3.943958404e-07,-7.569402101e-07,-4.262194932e-01,-1.006858870e-01,-1.023158461e-06,-5.150406808e-02,-2.131269574e-01,-1.309923083e-01,-2.718597651e-01,-2.295817467e-06,-3.553852439e-01,-2.927505989e-07,-2.937596142e-01,-4.197942615e-01,-2.895777524e-01,-1.562601369e-06,-1.395274580e-06,-2.223113825e-06,4.621844590e-01,-2.090988308e-01,-5.024286907e-07,5.675810575e-02,1.861995906e-01,-1.666990072e-01,1.661538631e-01,-3.737239922e-07,-3.809067607e-01,-1.248999865e-06,-1.846331805e-01,-1.801493615e-01,-4.464102685e-01,-7.697601632e-07,-6.162259183e-07,-1.359819407e-06,-3.400144577e-01,3.263140619e-01,-7.068132390e-07,-9.849525243e-02,-9.296882153e-02,4.447594658e-02,-5.414750054e-02,-2.387973836e-06,5.877189636e-01,-7.053097306e-07,2.747302353e-01,3.042860031e-01,1.488208026e-01,-6.777542012e-07,-2.482584307e-07,-6.016525731e-07,-4.075638950e-01,-1.365094930e-01,-2.790839631e-07,-3.265037388e-02,-2.732122838e-01,8.002105355e-02,-2.957450747e-01,-3.416629966e-07,-3.088290691e-01,-3.712742398e-07,-3.016227782e-01,-2.282632887e-01,-2.059595138e-01,-8.500647368e-07,-3.968482076e-07,-3.704473670e-07,-3.670060635e-01,-1.662729532e-01,-4.099498483e-07,-9.267383069e-02,-1.271162778e-01,-3.046400659e-02,-1.655033976e-01,-6.248801014e-07,-2.946616411e-01,-5.659288149e-07,-6.810025573e-01,-2.140657008e-01,-2.941640317e-01,-7.478159318e-07,-1.177017225e-06,-3.677563200e-06,-2.081056833e-01,3.328811526e-01,-2.595957653e-07,-6.151889265e-02,-2.584576607e-01,-8.930700272e-02,-3.242440224e-01,-4.064314908e-06,6.223891973e-01,-4.391197308e-07,4.858490527e-01,2.326770276e-01,1.748351455e-01,-1.253939899e-06,-5.802833130e-07,-1.518422891e-06,4.182061255e-01,-1.879872531e-01,-6.339616334e-07,1.361193880e-02,3.427988887e-01,-1.812310219e-01,3.623439372e-01,-5.511777204e-07,-3.884262741e-01,-5.612214409e-07,-1.889803857e-01,-2.132704407e-01,-2.493350655e-01,-2.031907343e-06,-3.812307057e-07,-5.648311117e-07,-3.099890053e-01,-1.525419503e-01,-6.192198612e-07,-1.012359560e-01,-3.106017709e-01,-1.450262871e-02,-2.758253217e-01,-2.443620133e-06,-2.383029312e-01,-1.856218432e-07,-2.486575693e-01,-3.258023039e-02,-3.861723244e-01,-7.873651384e-07,-9.591287835e-07,-3.053005457e-06,-4.477330148e-01,-2.110712379e-01,-4.717913953e-07,-5.328716338e-02,-1.502115875e-01,-1.456817240e-02,-3.923358321e-01,-3.621566975e-07,-3.473833501e-01,-4.664912581e-07,-3.418813348e-01,-3.842543066e-01,-2.795504928e-01,-3.581372141e-07,-4.019430548e-07,-1.408613002e-06,3.725325167e-01,-8.913908154e-02,-9.768208429e-07,-4.806939140e-02,4.234969318e-01,-1.159991324e-01,3.961362839e-01,-7.402595656e-07,-2.031221092e-01,-4.284243005e-07,-5.369284749e-01,-1.839237064e-01,-2.382314205e-01,-3.190858706e-07,-3.526709804e-07,-5.193181778e-07,-1.792807728e-01,2.948662937e-01,-6.691902286e-07,2.936073206e-02,-2.786741257e-01,-7.591198385e-02,-1.511225104e-01,-1.323591732e-06,4.192788005e-01,-1.044546025e-06,4.417101741e-01,1.778344363e-01,3.293297887e-01,-3.841098817e-07,-1.419090552e-07,4.778880225e-07,-4.510082603e-01,1.339175273e-03,-3.321151212e-07,-1.262097508e-01,-3.138320446e-01,-8.636935055e-02,-2.959085703e-01,-1.232758791e-06,-3.195813596e-01,-4.938036682e-07,-1.705923229e-01,-3.602959812e-01,-4.382557869e-01,-1.336549417e-06,-1.187682756e-06,-2.938834086e-06,-5.530260801e-01,-2.290666699e-01,-1.937294059e-07,-2.786307037e-02,-1.881275177e-01,-1.689360440e-01,-3.320959210e-01,-8.198882284e-08,-3.151209652e-01,-8.405415883e-07,-6.066591144e-01,-5.475847796e-02,-4.164347947e-01,-2.130869689e-06,-6.569202924e-07,-3.607065651e-07,2.187053859e-01,-4.556459934e-02,-6.362577665e-07,-9.960813075e-02,-2.155934125e-01,5.356462300e-02,-3.822014853e-02,-2.914777042e-06,5.020726472e-02,-6.269320352e-07,7.825963199e-02,-1.782601923e-01,6.364666820e-01,-2.016431750e-07,-3.440156888e-07,-2.424297463e-06,2.208584994e-01,1.154038832e-01,-2.865288593e-07,8.044859022e-02,4.015661180e-01,-1.924027689e-02,2.430747449e-01,-3.337974590e-07,2.149643302e-01,-6.641793675e-07,1.323310379e-02,1.703905314e-01,-3.564000726e-01,1.684982323e-07,-6.544765938e-07,-2.056102858e-06,-3.288351297e-01,3.565715253e-02,-9.880978524e-08,-1.355456710e-01,-1.183957681e-01,-1.415060312e-01,-5.930471420e-01,-3.520878167e-08,-2.852081060e-01,-7.494662668e-07,-4.898897409e-01,-4.646799564e-01,-4.427610040e-01,-5.955741358e-07,-2.206963217e-07,-1.942077915e-06,-6.709656715e-01,-6.215630099e-03,-4.744826754e-07,-7.641264796e-02,1.643104106e-02,-9.721315652e-02,-1.347389668e-01,-8.398588420e-07,-9.655813873e-02,-5.278342883e-07,-4.790646136e-01,-1.198001653e-01,-5.578606129e-01,-3.545110076e-06,-7.473853998e-07,-6.358642963e-07,3.369512409e-02,-1.906366944e-01,-3.458551419e-07,2.142837346e-01,-2.790212929e-01,-2.253514677e-01,1.831309944e-01,-1.512675908e-06,7.779368758e-02,-9.177152265e-07,-5.009997487e-01,5.427332520e-01,6.813092530e-02,-1.664797793e-07,-1.417779458e-06,-1.390451530e-06,4.016385674e-01,3.308250569e-03,-7.224460319e-07,-1.755575836e-01,6.499832869e-02,2.430904508e-01,1.215031296e-01,-2.095964646e-06,-6.555579603e-02,-6.735143643e-07,7.841992378e-01,-3.811747730e-01,3.578656018e-01,-1.078834202e-06,-3.560922721e-07,-1.418536755e-07,-4.412392974e-01,4.001474008e-02,-3.063665019e-07,-1.552523077e-01,-5.205283314e-02,-2.253849953e-01,-3.385466635e-01,-3.562469431e-07,-2.854343057e-01,-6.455970265e-07,-5.301482081e-01,-2.306206673e-01,-7.112119794e-01,-4.979643222e-07,-8.858813771e-07,3.011419736e-08,-3.824915290e-01,-1.139509305e-01,-1.321581209e-07,-1.069321632e-01,-1.525373608e-01,-1.716976911e-01,-3.059526086e-01,-9.327963539e-07,-3.768579066e-01,-2.977417637e-07,-5.004209280e-01,-3.655849695e-01,-2.296674550e-01,-8.983952284e-07,-2.458613722e-07,-3.860919151e-06,9.378141165e-02,4.077661783e-03,-5.352295034e-07,-1.420070827e-01,2.182326317e-01,3.817327619e-01,3.056113720e-01,-3.141388106e-06,9.509769082e-02,-5.127017175e-07,7.263051867e-01,-2.918873727e-01,9.974557161e-02,-1.333167461e-06,-4.380902965e-07,-8.267630847e-07,1.654817015e-01,-8.802849799e-02,-3.881320936e-07,2.309615761e-01,-3.296319544e-01,-2.056312263e-01,-8.426179737e-02,-3.075029724e-07,1.976691782e-01,-3.307318082e-07,-3.814914227e-01,4.651702642e-01,2.665073872e-01,1.713807052e-07,-1.122922527e-06,-1.829461098e-06,-4.744198918e-01,6.716089323e-03,-5.366503615e-07,-2.022681832e-01,-1.734137237e-01,-2.339420468e-01,-4.493550956e-01,-2.831072550e-07,-2.357005179e-01,-1.087069222e-06,-5.595204830e-01,-2.311175317e-01,-5.780150294e-01,-2.429052984e-06,-4.871712349e-07,-9.631146440e-07,-3.751679957e-01,-1.293962747e-01,-4.662238595e-08,-1.062617600e-01,-2.024267167e-01,-1.995643675e-01,-3.208321631e-01,-1.987041742e-06,-9.785225242e-02,-6.895734259e-07,-4.120573103e-01,-9.651783854e-02,-2.035162151e-01,-7.228688901e-07,-4.661436321e-07,-2.954194315e-06,-5.350261927e-03,1.477001514e-02,-2.019093444e-07,1.896829903e-01,-9.940394014e-02,-1.555994339e-02,1.719351709e-01,-1.972288828e-06,-1.128199697e-01,-9.866156461e-07,-4.783163071e-01,4.775568843e-02,3.129091263e-01,-1.213210794e-06,-1.148871547e-06,-1.114881570e-06,2.904720604e-01,-4.997689649e-02,-1.645060905e-07,-5.438415334e-02,1.592550576e-01,2.280851007e-01,1.751009971e-01,-3.394284249e-07,7.684443146e-02,-7.422149793e-07,7.641307116e-01,-1.430445015e-01,-1.060034335e-01 +thresholds = -1.497248468e-05,-1.072387386e-05,-2.439377749e-05,-2.257867336e+00,-6.315476894e-01,-6.513551853e-06,-6.929253340e-01,-1.263949990e+00,-8.839291334e-01,-1.692597866e+00,-1.888296174e-05,-1.478114247e+00,-1.020259424e-05,-2.743028164e+00,-1.691690326e+00,-2.298498154e+00 +weights1 = -6.160906050e-04,4.001040652e-04,-3.749931420e-05,-1.250492787e-04,-7.290578214e-04,1.579711388e-04,1.461655140e+00,2.539610565e-01,5.742454529e-01,4.064875841e-02,-1.739389845e-04,-1.735768747e-04,4.953762591e-01,3.542741388e-02,9.979951978e-01,9.419504553e-02,7.356335521e-01,6.590128690e-02,1.216067672e+00,1.489381194e-01,-8.266057121e-04,1.677791297e-04,9.477411509e-01,1.108917594e-01,-1.382977498e-04,-5.860649399e-04,1.482102871e+00,2.990143895e-01,1.127308488e+00,1.646638066e-01,1.408465862e+00,2.729103863e-01 +biases1 = -5.860024691e-02 +weights2 = +biases2 = diff --git a/params/D00086.002.txt b/params/D00086.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b86a2aac9bd4ff226343a5fda5c687c93100e26 --- /dev/null +++ b/params/D00086.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.203675568e-02,-3.783009201e-02,-1.516668499e-01,-4.264335413e-11,2.067831159e-01,-2.292943299e-01,6.287010908e-01,9.439177738e-12,8.951880209e-11,7.096029073e-02,1.604592154e-10,1.878066920e-02,6.838443875e-02,-1.778993383e-02,-1.037211940e-01,3.094395573e-10,-9.315846115e-02,-3.137088418e-01,-3.178775311e-01,-2.643774644e-10,-2.051441222e-01,7.565550506e-02,-1.201331317e-01,8.389879763e-11,-7.764828364e-11,-1.949165761e-01,2.904176899e-10,-1.198708639e-02,-8.314080536e-02,-9.439337999e-02,-1.353752464e-01,-1.583215781e-10,-1.793854386e-01,-1.464838237e-01,2.765920460e-01,-1.115930612e-10,-1.970427483e-01,-4.011879489e-02,-1.609987468e-01,2.433176161e-10,-1.438731356e-10,-3.619305789e-01,-9.655345273e-11,-6.511668675e-03,-7.407683879e-02,-1.995356679e-01,4.414335638e-02,4.433559769e-11,4.305871204e-02,1.997633576e-01,-8.139224350e-02,-1.743327704e-10,5.051709712e-02,4.923916887e-03,-2.100918889e-01,9.922390166e-12,2.683552547e-10,2.805494368e-01,2.191263143e-10,-2.488348633e-02,2.935991436e-02,9.458244592e-02,2.953003533e-02,1.273814110e-10,-1.721953303e-01,-1.213225275e-01,-1.059849784e-01,2.294184981e-11,-1.044905484e-01,3.607702255e-02,-9.727624804e-02,-2.857687004e-11,-8.416310010e-11,2.427781373e-02,4.326827230e-10,-1.013243664e-02,-3.363243304e-03,-1.840686947e-01,4.043145105e-02,4.510914975e-10,-2.277390659e-01,-2.193020284e-01,-1.108830199e-01,8.972791260e-11,2.286509238e-02,-1.137820482e-01,3.952997327e-01,1.747762907e-10,2.382027908e-10,-1.866218895e-01,1.978803232e-10,-1.622512937e-02,-3.397849202e-02,-2.357762121e-02,-2.065634876e-01,-2.880445882e-10,-1.538258940e-01,2.280117422e-01,-2.864680588e-01,1.272729422e-10,-1.439268291e-01,4.042140208e-03,-5.120370537e-02,1.472573036e-10,2.662899762e-11,1.285329759e-01,-5.184793567e-11,6.391539238e-03,5.166678876e-02,-1.036239713e-01,-7.338508219e-02,2.522292375e-10,3.122403324e-01,-1.857721210e-01,2.293442339e-01,-4.076229909e-10,8.073257655e-02,-1.152006313e-01,-1.097123697e-01,1.550777284e-10,8.226177378e-11,-1.713397503e-01,3.510835511e-10,-4.802364390e-03,-7.368855923e-02,9.410602599e-02,7.409579307e-02,-2.813540512e-10,3.488617390e-02,-1.285981294e-02,-4.284988046e-01,-3.906220347e-10,-8.494553715e-02,7.342983037e-02,3.834362328e-01,5.160303435e-11,2.207815736e-10,-8.881600946e-02,-5.800560726e-11,2.262662537e-02,-4.918690771e-03,-9.383970499e-02,-3.690519929e-02,-2.979621827e-10,-2.515324056e-01,-4.147742689e-01,-2.478509583e-02,2.390559417e-10,-9.026188403e-02,-6.158367544e-02,-2.188388072e-02,-2.184071257e-10,-1.340092481e-10,-8.940427750e-02,2.139475680e-10,-2.861755528e-02,-3.961456567e-02,-2.737623453e-01,-1.655865014e-01,-8.275389402e-11,3.017183840e-01,-1.021924987e-01,2.980946898e-01,-2.310374392e-10,-8.898884803e-02,-2.342334688e-01,-2.084926814e-01,-2.042364056e-10,-9.369321291e-11,-6.987212598e-02,-6.814353942e-11,-1.889173687e-02,-7.424465567e-02,2.805492654e-02,1.099163964e-01,-6.601004032e-12,-3.268896341e-01,2.315744460e-01,-1.190150082e-01,-7.453076351e-11,1.194137260e-01,3.350201994e-02,-1.570555754e-02,7.328786883e-11,2.545367805e-10,4.291792959e-02,9.776011251e-11,5.641076859e-05,5.934009701e-02,1.221487671e-01,-7.279324532e-02,2.408530597e-10,1.776078157e-02,1.883566380e-02,-1.151892096e-01,-1.308069712e-11,-8.199567348e-02,-5.201970786e-02,-4.003899544e-02,2.183213055e-10,2.248474185e-10,1.245876327e-01,-1.543752348e-10,1.033289172e-02,-2.975006029e-02,-2.147679180e-01,-1.152681280e-02,3.657105868e-11,-1.725399941e-01,-1.344149113e-01,-1.387111396e-01,-3.684619970e-11,-9.590026736e-02,-2.391182482e-01,1.470802724e-01,1.422189172e-10,3.274165938e-10,-1.333368868e-01,-9.541836071e-11,-2.809544653e-02,-7.102450728e-02,-5.701841414e-02,-1.797038019e-01,-4.540592208e-11,-4.034886062e-01,-2.288984805e-01,-2.040316761e-01,7.287462994e-11,1.302158237e-01,1.250459254e-01,4.424959049e-02,-2.559799039e-10,-2.437113705e-11,-2.082258463e-01,-1.530546800e-10,-3.015711345e-02,-1.975170523e-02,-1.014438495e-01,5.207111314e-02,-1.233700087e-10,3.167022467e-01,4.604993388e-02,1.838089228e-01,3.178683983e-10,-9.723788500e-02,-2.276127785e-02,-1.434796210e-02,-3.297865037e-10,-2.284608058e-10,1.172256563e-02,2.743635319e-10,2.319261804e-02,6.119951606e-02,1.560345739e-01,-2.628223225e-02,-2.544851274e-10,1.035183016e-02,-3.213467076e-02,1.593927294e-02,-7.889917018e-12,-5.808865279e-02,2.025153302e-02,2.482342720e-01,6.975244687e-11,2.373963526e-10,8.228620142e-02,9.115617289e-11,6.619460415e-03,2.195947617e-02,-6.197383255e-02,-2.253659256e-02,3.466310017e-10,-1.867145002e-01,-2.460004389e-01,-2.114968449e-01,1.016678894e-10,-1.900337487e-01,-1.486177891e-01,5.749107152e-02,-1.465028945e-12,1.880255673e-10,-2.500144541e-01,2.889077588e-10,-1.924367738e-03,-5.749350414e-02,-2.797049880e-01,-6.690967083e-02,-2.705569102e-10,-9.291042387e-02,-9.048998356e-02,-4.132706821e-01,3.443282881e-10,-8.565594256e-02,-2.284219563e-01,1.674706489e-01,-2.403413857e-10,-2.802811039e-10,9.865159541e-02,2.240063135e-10,-6.722495425e-03,-3.102098359e-03,1.564923376e-01,-2.780978978e-01,5.683328114e-11,2.759103104e-02,7.037783414e-02,3.347713351e-01,2.313502168e-10,1.891177297e-01,1.680082977e-01,-3.361815214e-01,3.711739804e-10,-6.169293808e-12,-1.363225877e-01,-7.525594731e-11,-2.267372422e-02,-2.073223889e-02,-3.207462281e-02,2.023063898e-01,-2.201095556e-11,-2.174977362e-01,9.867984802e-02,6.094268337e-02,-4.817887200e-10,-1.168719083e-01,-7.165905833e-02,3.600992560e-01,1.666385085e-10,4.118655417e-10,-1.857519299e-01,-3.518053210e-11,1.222913852e-03,-3.281858563e-02,-1.971832812e-01,-1.471173912e-01,9.811485652e-11,-1.044968218e-01,-2.587530315e-01,-3.635890782e-01,3.240333002e-10,-1.851274259e-02,-7.385666668e-02,4.294940084e-02,-1.836106406e-10,9.037803145e-11,-5.562293902e-02,-3.559864625e-10,-1.568961702e-02,-7.602229714e-02,-1.026565358e-01,-2.132103220e-02,-3.550437722e-10,-3.286501467e-01,8.488012105e-02,4.179612696e-01,-2.035823593e-10,-9.906419553e-03,4.831521772e-03,-2.434907481e-02,1.254618631e-10,1.914582520e-10,-3.504497707e-01,2.186544279e-10,-3.519041464e-02,4.351999145e-03,-4.808714613e-02,1.998987198e-01,-9.663597006e-11,4.091385603e-01,-2.233560383e-01,-3.895951211e-01,-5.247619700e-11,4.067700356e-04,-4.813171551e-02,-2.415370047e-01,-2.889452289e-10,-7.179710299e-11,3.867958486e-01,-2.788362874e-10,2.486521564e-02,4.504732415e-02,1.307717264e-01,-1.967485547e-01,-1.591324433e-10,-1.212817430e-01,-2.605066895e-01,-3.319478408e-02,1.550620188e-10,-7.995199412e-02,2.043857239e-02,2.952477634e-01,2.287213197e-10,2.702513213e-10,-2.603621185e-01,1.056048651e-10,-2.755733149e-04,-5.442276970e-02,-1.781840324e-01,-7.392393798e-02,-6.890985699e-11,-3.447909355e-01,-3.045046628e-01,-7.725230604e-02,-2.109165759e-10,-1.312013566e-01,-1.328307241e-01,-9.850383550e-02,-6.205557596e-11,-2.502362761e-10,-1.504421681e-01,2.504216279e-10,-2.881348319e-02,-4.794092849e-02,-8.054109663e-02,-1.339714676e-01,2.811597344e-10,5.756841302e-01,-4.255923033e-01,-3.729152381e-01,3.770748713e-10,3.609780595e-02,-6.904928386e-02,-1.656708680e-02,3.129670967e-10,8.867744733e-11,4.818517566e-01,2.202658056e-10,8.980448358e-03,3.285179660e-02,-5.969513953e-02,4.934752360e-02,-6.693513365e-12,-3.511161208e-01,6.924872994e-01,2.092811614e-01,-2.026811496e-10,3.023350053e-02,-7.388184313e-03,-4.296260327e-02,2.419783818e-10,-1.526788279e-10,-2.762156129e-01,-6.871817698e-11,-4.704955500e-03,1.016774308e-02,1.012269109e-01,-6.868092343e-03,1.051698659e-10,-2.422376871e-01,-3.104408681e-01,-1.053131670e-01,3.012980976e-10,-5.441839620e-02,6.617376953e-02,1.763594151e-01,3.316407704e-10,1.615414053e-11,-1.778913438e-01,-3.551036687e-10,-2.924191952e-02,-3.718357161e-02,-9.522950649e-02,-3.496776894e-02,-1.772593183e-10,-2.515266240e-01,-3.208141923e-01,-2.604489625e-01,2.875907151e-11,-1.486929804e-01,-3.123584203e-02,8.423339576e-02,-1.245698544e-10,-7.535053831e-11,-1.512324661e-01,-2.681774802e-10,-1.289356500e-02,-6.918402761e-02,1.701127389e-03,-1.423489451e-01,-2.342896988e-10,-3.075866401e-01,6.544339061e-01,2.173695117e-01,5.054768409e-11,-1.172378100e-02,-3.231842816e-01,6.684765220e-03,-2.874649685e-10,6.899236044e-11,-1.149689183e-01,1.955867135e-10,-4.723650590e-02,-6.847862154e-02,7.682847977e-02,-1.046716943e-01,-1.597313531e-10,5.598471761e-01,-3.214299679e-01,-1.258193702e-01,5.824913468e-11,6.994014233e-02,9.923056513e-02,-1.301142126e-01,-1.575461706e-10,-1.534609106e-10,2.390479594e-01,9.523282857e-11,6.478836387e-02,1.156057864e-01,-2.005276978e-01,1.167127043e-01,2.424043466e-10,-1.601509303e-01,-3.614936471e-01,-2.387424260e-01,2.569620350e-10,-8.372278512e-02,-1.751414537e-01,4.451972246e-01,-3.545006649e-11,2.995940301e-11,6.829718500e-02,-1.446660292e-10,-2.570111491e-02,-9.512311779e-03,2.039316483e-02,-3.692037985e-02,3.293099127e-10,8.290381730e-02,-2.830305696e-01,-1.280218512e-01,-2.703857277e-11,-5.343142038e-05,-2.643766105e-01,-1.323105395e-01,4.081922994e-11,-2.538483590e-10,-1.110586822e-01,-1.472917344e-10,-3.368958458e-02,1.942774653e-02,-1.531183720e-01,-2.112933397e-01,-2.476690242e-10,-1.415290534e-01,-2.048569769e-01,-2.359544933e-01,-5.987189217e-11,-3.860480338e-02,2.170798182e-01,-7.785809785e-02,4.247300289e-10,-2.949147437e-12,-1.162937731e-01,-4.310346524e-10,6.710501760e-02,3.945643827e-02,-8.409629762e-02,-1.921096146e-01,1.265633987e-10,-2.290405706e-02,5.511838198e-01,3.287378848e-01,-3.126621184e-10,-2.221824601e-02,3.353118896e-02,-9.766280651e-02,9.672210581e-06,1.756100126e-10,-4.603545368e-02,-9.888474067e-11,-3.229716048e-02,-1.088741645e-01,-3.758835956e-04,2.750951648e-01,-3.114995067e-11,2.071904764e-02,-3.270963430e-01,-2.719504833e-01,-6.446997797e-11,6.604415178e-02,3.366782516e-02,1.406426132e-01,3.296394407e-11,1.895419516e-10,6.168732420e-02,9.447354704e-11,-2.850202471e-02,-3.877751157e-02,-1.237280071e-01,-3.815897927e-02,2.885067740e-10,1.718840189e-02,-1.116145328e-01,-2.013059705e-01,5.205059300e-11,-1.460367441e-01,-2.430255413e-01,1.476078480e-01,-7.922463380e-11,-6.951868942e-11,7.767385244e-02,2.253768838e-10,-3.341297805e-02,1.079657674e-02,-1.817512214e-01,-1.421831101e-01,-2.058106602e-10,-1.846911609e-01,-8.476250619e-02,4.461602271e-01,3.074768218e-10,-5.021224171e-02,-3.147172630e-01,2.137281187e-02,6.524009805e-11,-6.817373749e-11,-1.393140256e-01,-6.056733587e-11,-2.858280204e-02,-5.756193399e-02,-1.797962338e-01,1.374423224e-02,-4.343100185e-11,-9.488347918e-02,2.251584232e-01,-2.469231635e-01,2.612937922e-10,-1.468885504e-02,3.351956010e-01,-1.724982411e-01,1.371391889e-10,2.819929568e-10,-2.053370774e-01,-1.969672758e-10,6.591536850e-02,2.630044520e-02,2.681924999e-01,1.241882215e-03,1.479491391e-10,-4.789021623e-04,-4.496543854e-02,-1.790110767e-01,3.216731048e-10,7.253126241e-03,-1.593625396e-01,1.567737311e-01,-2.086102263e-10,-1.506610670e-10,-8.077132702e-02,1.293460061e-10,-1.825016551e-02,-2.988578565e-02,-1.192268357e-01,-1.562273800e-01,3.092767153e-10,-1.207640097e-01,-2.416899204e-01,-2.538524270e-01,2.044334146e-10,6.137211248e-02,-5.493031070e-02,-4.073404148e-02,3.201332532e-10,-1.616130298e-12,1.728258133e-01,-7.868315027e-11,-2.693422139e-02,-7.345484942e-02,-1.899470389e-01,-8.457173407e-02,1.388026361e-10,1.998599153e-03,-6.938533485e-02,-2.187349200e-01,-1.715853432e-10,-1.601628810e-01,-8.687950671e-03,1.153879315e-01,4.947787319e-11,-1.488155710e-10,-8.541224152e-02,-1.483163592e-10,-5.638608709e-03,2.658195794e-02,2.040809989e-01,-1.460772604e-01,2.731759263e-10,-1.222870648e-01,5.762527138e-02,3.776206672e-01,3.542017790e-10,-5.330225453e-02,3.432888538e-02,-9.432782978e-02,2.465974831e-05,2.890337969e-10,-2.117385566e-01,1.277636608e-10,2.607010119e-02,1.731085591e-02,-1.120480224e-01,2.216562033e-01,3.238658508e-10,-1.275458932e-02,-4.386256635e-02,-2.261988074e-01,-3.083274747e-10,-1.138749048e-01,-7.184252143e-02,1.502735764e-01,-2.574821606e-11,-3.818714234e-10,-1.287400424e-01,-1.435871977e-10,-1.331150718e-02,-7.773508877e-02,-7.095787674e-02,-1.720629260e-02,-6.299526872e-11,-3.985415697e-01,-2.314648926e-01,-3.257648051e-01,-5.555887000e-11,1.459045056e-02,-2.154340148e-01,6.887132674e-02,-2.566659107e-10,-1.823178830e-10,-1.759848595e-01,2.029446056e-10,-2.119803429e-02,-4.126223922e-02,-1.307912171e-01,-1.489134431e-01,-1.589098297e-10,1.916284561e-01,-1.036291644e-01,1.691028327e-01,-7.041136424e-11,-1.231440753e-01,9.410583228e-02,4.307859112e-03,3.299307494e-10,2.087654632e-10,1.716247201e-01,6.922264845e-11,3.561679646e-02,-8.361219615e-02,-2.905102968e-01,2.049672455e-01,-3.248958325e-10,-2.214390226e-02,8.054579049e-02,1.084631681e-01,-1.297322805e-10,7.759629935e-02,4.340127576e-03,-8.644087613e-02,-2.975773100e-11,-1.966202201e-10,-7.207569480e-02,2.933965293e-10,-2.573668025e-02,1.434209794e-01,2.751741409e-01,-2.041085660e-01,-3.109311697e-10,-2.067740262e-01,-8.708688617e-02,-3.131858706e-01,5.256810959e-11,-1.068455726e-01,-1.650625020e-01,1.249837577e-01,4.672310455e-11,-1.898674828e-10,-1.283532083e-01,-1.222972279e-10,-4.553202540e-03,-5.552996695e-02,-1.499735564e-01,-1.668083221e-01,1.780486869e-10,-3.029308021e-01,-1.462326944e-01,-7.353464514e-02,4.715675628e-10,-1.743606925e-01,-1.671256423e-01,1.396934092e-01,1.275274608e-10,1.796203603e-10,3.557170555e-02,3.107858138e-10,-3.273207694e-02,-6.811902672e-02,-2.117458731e-01,-2.660612948e-02,1.707576580e-10,1.807333380e-01,-9.652683884e-02,1.655110419e-01,-2.711301739e-10,5.531913042e-02,-3.033765256e-01,-8.444093168e-03,-1.711418507e-10,6.875818664e-11,-3.176787794e-01,-2.528363074e-10,-2.685049176e-02,1.391646713e-01,9.124990553e-02,-2.652437687e-01,3.169776386e-10,8.707553148e-02,3.155968711e-02,-5.300618336e-02,3.618988442e-10,8.104366809e-02,4.469764829e-01,-1.191014200e-01,3.187972109e-10,-1.365987271e-11,2.053314000e-01,-2.377172348e-10,3.952929005e-02,-7.470399886e-02,5.304972082e-02,2.934550047e-01,-3.339076515e-10,-2.781137824e-01,-3.267013133e-01,-2.586057186e-01,1.543941641e-10,-1.484814435e-01,-1.177693680e-01,9.269771725e-02,4.596793085e-11,-8.832943404e-11,-2.412673235e-01,-3.340236976e-10,2.563911956e-03,-3.986138478e-02,-2.519812584e-01,-8.974238485e-02,1.489041668e-10,-2.672803588e-02,-1.056417897e-01,-2.055102289e-01,-2.035002722e-10,-1.198134944e-01,-2.102473378e-01,-8.553117514e-02,3.019285776e-12,1.755730006e-10,-2.060694098e-01,-2.283221390e-10,-6.588684861e-03,-7.031657547e-02,-3.005065490e-03,-1.503827125e-01,-1.948952527e-10,1.947469660e-03,-2.161107510e-01,1.947015077e-01,2.391397913e-10,-1.527393609e-01,4.403032064e-01,4.211210832e-02,2.223711354e-10,4.657851882e-10,4.982908666e-01,-2.497305696e-10,-2.147817612e-02,8.064907975e-03,-2.350547463e-01,3.272059262e-01,-1.909135489e-10,6.099467725e-02,3.501604795e-01,-4.931240808e-03,-2.062243432e-10,2.763963640e-01,-3.010255992e-01,8.768580109e-02,3.631173834e-11,2.442149261e-10,-2.559963465e-01,9.508677873e-11,7.624007994e-04,4.281234741e-02,2.728195190e-01,-2.523112297e-01,-1.226001245e-10,-3.613657355e-01,-1.327945888e-01,-1.361121237e-01,-2.348864436e-10,-1.525951326e-01,-2.262306511e-01,2.142399251e-01,-3.331050435e-10,-1.227456192e-10,-2.792273760e-01,-1.589796628e-10,-8.202864788e-03,-7.692234218e-02,-1.320137978e-01,-2.271706611e-01,1.389255794e-10,3.036309965e-03,-1.735805422e-01,6.554894149e-02,-3.415999150e-10,-1.270321012e-01,-1.188740730e-01,5.324469134e-02,-2.694672957e-11,-1.049876922e-10,-2.394232899e-01,-2.560922030e-10,-6.446584128e-03,-2.491652593e-02,-2.223238945e-01,-1.889220178e-01,4.038095552e-11,2.967222035e-01,1.741223335e-01,-1.227838472e-01,-2.849543379e-10,3.285716474e-01,-2.560778558e-01,-3.186081722e-02,-1.187624998e-10,-1.054547491e-10,-9.804054350e-02,1.224635809e-10,2.712292410e-02,-1.756565645e-02,3.129955232e-01,5.291793123e-02,-4.379494684e-11,-1.801631153e-01,-1.660486907e-01,-8.082720637e-02,5.818490828e-11,-1.935854554e-01,4.125916660e-01,-9.861646593e-02,-3.094665635e-10,-3.063089782e-10,4.116600454e-01,1.875608835e-10,-3.727890551e-02,6.003210694e-02,-1.758015007e-01,1.978758872e-01,-2.279087075e-12,-2.601605654e-01,-1.103253290e-01,-2.722614408e-01,3.165556706e-10,-1.542945504e-01,-2.738040127e-02,2.350878865e-01,-8.061704776e-11,-7.792595041e-11,-2.123956084e-01,-1.741835300e-12,1.469835825e-02,-9.054587781e-02,-2.260533124e-01,-6.738221645e-02,-2.303886387e-10,-1.954233944e-01,-1.177313104e-01,1.530737132e-01,-2.208541128e-10,-9.527751058e-02,6.145459414e-02,-1.815753803e-02,-1.485340184e-10,7.518174451e-12,7.289732248e-02,2.323566478e-10,-1.469844859e-02,5.500918627e-02,-1.325243115e-01,-1.724027842e-01,-3.118070246e-10,1.788957417e-02,-2.311223000e-01,-4.178698640e-03,2.995441117e-10,-2.146334201e-01,-3.293153346e-01,-8.173758537e-02,2.761758322e-10,1.630293678e-10,7.597945631e-02,-1.815778916e-10,-4.028970003e-02,4.704717547e-02,-1.793067753e-01,-1.171356812e-01,6.345402676e-11,1.958018541e-01,1.609090269e-01,-1.509645879e-01,5.511099216e-11,3.195645511e-01,1.063181162e-01,1.929824124e-03,-3.335302035e-10,1.421032129e-11,-1.418534517e-01,2.153054401e-10,1.533869654e-02,-7.103110105e-02,3.207280636e-01,1.916434765e-01,1.090474586e-10 +thresholds = -9.679077864e-01,-1.194235802e+00,-1.097790360e+00,-3.455317938e-06,-5.804356337e-01,-7.562197447e-01,5.490356088e-01,-1.014607609e-03,-3.252039096e-05,-8.219905496e-01,-5.016123760e-05,-1.002225727e-01,-2.386395037e-01,-8.697028160e-01,-6.620911360e-01,-1.090422666e-05 +weights1 = -1.563188247e-02,-5.226337351e-03,-5.169067159e-02,1.324821264e-01,1.210940853e-01,9.049210697e-03,-9.319189121e-04,2.789631486e-01,-2.271222229e-06,-1.079841283e-08,-2.994368598e-02,2.873398736e-02,-2.148600668e-02,1.400602907e-01,-1.319438425e-08,-3.030001745e-02,-1.263764737e-08,2.818080783e-01,-1.523977891e-02,2.006379366e-01,-1.436810009e-02,1.335525960e-01,-1.406749059e-02,3.178003430e-01,-4.689718410e-02,-8.326825451e-09,-5.622245371e-02,4.182516336e-01,1.816156358e-01,1.162165850e-01,-1.756590063e-04,8.531375788e-03,-3.118971828e-03,3.132675961e-02,-1.567095387e-05,1.989956573e-02,2.392928861e-02,6.358968463e-09,2.215464832e-03,6.716630608e-02,-1.892374642e-02,9.772077203e-03,-3.985604271e-03,1.896750473e-05,7.926020771e-04,1.017592475e-02,-4.132928666e-09,-1.167906914e-02,-1.932255179e-02,3.959703073e-02,-1.608885825e-02,4.721135832e-03,-1.288706475e-08,5.403324030e-04,-1.055367291e-02,6.068284810e-02,-1.732449505e-06,-3.365022689e-02,6.979750196e-06,8.519733697e-02,2.010672912e-02,1.650577597e-02,6.134137511e-03,-5.620845123e-09,-1.624143310e-02,-1.076166356e-08,-1.653546840e-02,1.449874341e-01,1.664822400e-01,-1.774296652e-05,4.851607446e-05,3.639812171e-01,7.670626655e-05,4.451274406e-03,-3.007797152e-02,4.017448053e-02,6.569111720e-03,1.687705219e-01,-1.303088482e-08,-3.961867839e-02,4.951871801e-09,3.197952807e-01,-3.829810023e-02,2.367228568e-01,1.196575235e-03,1.443341076e-01,-1.782970130e-02,3.425408304e-01,-8.231792599e-03,3.057497366e-09,-1.873781718e-02,4.793658853e-01,1.864185035e-01,1.517012268e-01,-9.259067476e-03,-2.108677477e-02,-8.541513125e-06,9.139088930e-10,-3.203665093e-02,8.479294926e-02,5.664724484e-02,1.684278622e-02,-8.090064861e-03,1.445649862e-01,1.246106066e-02,-3.783245571e-03,-2.224326693e-02,4.686096872e-06,-4.444020800e-03,8.187083155e-02,-6.305655115e-04,-2.686182968e-02,-2.240743925e-04,1.176001281e-01,1.161925867e-02,3.821864352e-02,6.441965699e-03,8.520136029e-02,-2.360144630e-02,5.989337713e-02,-1.477337937e-04,-1.124909055e-08,-5.597627722e-03,2.126158774e-01,4.546918347e-02,8.766834438e-02,1.005465537e-02,-1.907153546e-09,-3.220241517e-03,-8.887248114e-03,-6.061872118e-04,1.505106986e-01,1.758446246e-01,2.840078560e-05,-6.193364388e-04,3.789494932e-01,1.494729798e-02,5.290709436e-03,-1.413236186e-02,2.480676025e-02,1.811660155e-09,1.685799956e-01,6.185278678e-11,-2.344326489e-02,-1.326553623e-08,3.150276542e-01,2.473233035e-03,1.598530561e-01,-9.032573551e-03,1.946233660e-01,4.875058308e-03,2.345752567e-01,-1.996742561e-03,-2.690962330e-02,-2.851673588e-02,5.122244954e-01,1.456377357e-01,2.081841379e-01,3.245422384e-03,1.113485553e-07,-1.225100959e-06,1.405951474e-02,4.386193541e-05,3.550941497e-02,2.174654603e-02,2.981380476e-09,1.756395958e-02,7.737296820e-02,1.932289884e-08,1.317314968e-08,-6.243534852e-03,2.613635615e-06,1.363824867e-02,4.131038487e-02,4.510596341e-09,-3.173810616e-02,-3.314646058e-10,6.530915201e-02,2.483979188e-06,3.215007111e-02,-6.328960467e-09,2.952056937e-02,-7.867740467e-03,3.762217984e-02,1.610570848e-06,7.643118501e-03,3.177133010e-07,1.095285565e-01,1.914966106e-02,7.633000612e-02,-8.268731646e-03,-9.395454079e-03,1.372605052e-08,-4.346369487e-09,-3.893246874e-03,7.860800251e-03,-2.100301534e-02,3.063895804e-09,7.061762735e-03,1.013242640e-02,5.585389928e-09,1.402705908e-03,3.790454008e-03,-9.675344970e-10,-3.383882508e-09,-6.730385138e-09,-1.036342047e-02,1.385121973e-08,9.539614432e-09,-9.511349930e-09,2.329255454e-02,-2.134622434e-08,-3.567745164e-02,2.927954768e-09,1.096942981e-09,-2.141913730e-10,-2.767074294e-02,-5.232648924e-03,-1.731051877e-02,-5.667263103e-09,-1.135464571e-02,-7.538555558e-09,-1.339470224e-08,-1.115640558e-08,9.749235585e-03,-2.024968900e-02,2.288565226e-02,-6.961920818e-09,-5.871756002e-03,-1.192909949e-08,-2.463752963e-02,-5.908141532e-09,4.235021770e-03,1.737472743e-08,1.554433027e-09,-1.264765892e-08,2.892017365e-02,-1.168659569e-08,1.148190536e-02,8.257353678e-03,1.810123213e-02,-4.990286406e-09,1.117395065e-08,1.023194380e-02,-7.902082056e-03,-2.590852045e-02,-4.289899021e-03,1.162100904e-08,1.635359581e-08,9.198460660e-09,-2.660494670e-02,3.104578704e-03,-2.350752482e-08,-7.635337695e-09,-1.086362289e-08,-1.355548207e-08,-2.876055054e-02,-2.472777538e-09,-8.999338746e-02,7.881008089e-02,1.064754948e-01,1.026655640e-02,-2.293765137e-04,1.795116216e-01,-1.805362850e-02,9.860293915e-09,-5.248574540e-02,9.302491322e-03,8.363770321e-03,1.010230780e-01,-2.584070284e-11,-4.302512482e-02,5.643707234e-03,1.693591177e-01,-8.612655103e-03,1.580489874e-01,2.428436346e-06,9.977394342e-02,-3.096346557e-02,1.969372779e-01,-7.843717001e-03,4.085588756e-09,-1.747161895e-02,3.052495718e-01,1.091511324e-01,1.039561108e-01,-2.116372995e-02,2.567788044e-07,-4.496280326e-06,-7.081830874e-03,1.128386706e-02,6.378043327e-05,7.194636390e-03,-7.441943046e-03,7.480504216e-09,4.955188185e-02,-8.863858625e-07,3.905114454e-09,-7.996236491e-06,1.633780471e-06,-1.310259901e-08,-1.149171125e-02,1.728831790e-02,2.113374416e-03,-9.799339809e-03,1.432588138e-02,-1.047535148e-02,5.430596881e-03,7.400123625e-09,2.707390115e-03,-5.713245628e-06,3.894725069e-02,5.119042079e-09,-9.406598167e-09,-2.592681483e-07,2.859213389e-02,-1.176431542e-03,1.043805605e-05,-5.793727723e-06,4.816913046e-03,-3.592516854e-02,-4.928048293e-05,-5.490018055e-02,1.176005900e-01,1.355064362e-01,-1.653497294e-02,1.764880866e-02,2.848521173e-01,3.982145863e-04,9.968486481e-09,-5.741402879e-02,3.631403297e-02,3.091420978e-03,1.271183044e-01,5.884544924e-03,-5.127002299e-02,6.142375497e-09,2.354467809e-01,-1.383147668e-02,2.111317515e-01,2.058759890e-02,1.232702211e-01,-1.576841064e-02,2.650527060e-01,-3.040188178e-02,-1.369613037e-02,-1.114540361e-02,4.103517830e-01,1.643780172e-01,1.249636635e-01,-5.135427788e-02,4.411594546e-06,-7.581118494e-03,-7.185580209e-03,-5.411801487e-02,1.832474582e-02,1.848045550e-02,7.327442989e-03,1.638282470e-06,6.359890103e-02,1.069640368e-02,-2.100359183e-03,-1.334428415e-02,-8.812324381e-07,-1.426945317e-08,3.546724096e-02,-5.825247616e-03,-5.821248124e-06,1.076182723e-02,4.576509818e-02,-8.889431134e-03,2.349316329e-02,-1.466511097e-02,2.279287577e-02,-2.196526714e-02,5.985794216e-02,1.631005295e-02,1.071365840e-08,3.692295536e-07,7.855078578e-02,9.402049705e-03,3.389792144e-02,-1.537357830e-02,-8.396510154e-09,2.527631819e-02,-3.416853026e-03,5.622364208e-02,-1.385575384e-01,-2.354114056e-01,7.732917584e-05,-5.646377336e-03,-4.672158360e-01,-6.529823295e-04,-1.211385429e-02,3.902351484e-02,-9.028621949e-03,-2.736346610e-02,-1.555500925e-01,-2.172367530e-08,5.638608336e-02,-2.906645183e-03,-2.934817076e-01,-2.180674579e-03,-1.126078293e-01,-6.922842469e-03,-2.182216942e-01,1.762400195e-02,-1.029593945e-01,1.478298381e-02,-2.645631693e-02,1.370046474e-02,-4.679649174e-01,-9.216787666e-02,-2.387682498e-01,3.308933601e-02,-8.251010440e-04,-1.105664065e-03,3.247070592e-03,1.627893746e-02,-5.967146531e-02,-1.397409886e-01,5.911462722e-06,3.995612205e-04,-2.626693547e-01,-3.030966909e-04,-6.679934449e-03,2.932092175e-02,-1.986539923e-03,1.302867325e-08,-6.729932129e-02,1.452959086e-08,8.952878998e-04,7.476659292e-09,-1.430052072e-01,4.619216546e-02,-1.155758277e-02,1.302916440e-03,-1.395764351e-01,2.240212634e-03,3.320373222e-02,5.975677166e-03,7.173541933e-03,1.287927944e-02,-1.378995329e-01,-6.979621481e-03,-1.094969735e-01,1.454452053e-02,3.625616198e-03,-3.046327271e-03,1.067578737e-08,8.297445020e-04,-7.431237847e-09,1.494737489e-08,7.955808192e-03,3.284068033e-02,9.430615400e-09,-1.330296406e-08,2.256501466e-04,-1.178869419e-02,-1.403002514e-08,1.506619714e-02,-1.245250569e-08,-7.850212976e-03,-8.749589324e-04,4.623178285e-09,1.654127146e-08,2.068256401e-02,-1.182407594e-08,-6.643993800e-09,2.324368805e-03,5.959627458e-09,-1.314464626e-08,1.547295041e-02,2.401409738e-09,-1.557168616e-09,1.493199164e-08,-8.552042767e-03,1.161060110e-02,-2.100316808e-02,-8.264059201e-03,-4.024259148e-09,3.485156223e-03,5.829097063e-06,5.069085596e-09,3.422044218e-03,-1.489462703e-02,3.053634678e-09,-2.418785356e-03,-1.795701010e-08,9.655240163e-09,8.199099177e-09,4.866880787e-10,-1.417388394e-02,9.030194953e-03,1.242792583e-03,-1.191334498e-08,-9.100791787e-10,1.662094891e-02,-8.842889976e-09,-1.689724973e-03,1.399070726e-08,5.150406621e-03,6.311671186e-09,-1.001002826e-02,3.933903761e-03,-1.095209830e-02,6.121566519e-03,-2.102875337e-02,5.475878716e-03,-8.728610723e-09,1.954256557e-02,2.283001876e-08,-2.671075805e-09,-6.068360037e-09,-1.422893256e-04,-9.691994637e-04,-4.065461457e-03,-8.460452783e-09,4.275910293e-09,-2.086611651e-02,-2.824488655e-02,-4.395654507e-09,1.319955345e-08,-1.060415432e-02,1.860949583e-02,-1.726711169e-02,-1.300634257e-02,-5.062445998e-04,6.673928350e-03,-1.277965556e-08,6.938297302e-04,2.706835978e-03,1.431331038e-02,1.019468598e-08,1.824511742e-08,-1.201303412e-08,-1.245327041e-08,6.963551044e-03,-1.127348281e-03,1.185968124e-08,-9.571650997e-03,2.554234117e-03,-5.256187152e-10,-7.655543754e-09,-7.281595841e-03,-1.058493382e-08,-3.183583729e-03,-1.125370897e-02,-3.444958097e-09,-1.092724400e-08,7.655243550e-09,-1.402480709e-08,1.003848915e-08,-7.994703948e-03,1.131962435e-08,8.618586733e-09,2.878567204e-03,2.597060345e-09,-1.014086948e-08,1.980425417e-02,1.221969903e-08,-1.811186969e-02,-4.375118934e-09,5.995221541e-10,-3.625734379e-09,1.124828497e-08,-1.200445610e-08,1.396178462e-08,6.227439269e-03,4.276805576e-09,1.277999952e-03,-1.433083788e-03,-9.357560060e-09,1.318908627e-08,-1.209558919e-03,-1.228903607e-02,-9.895248339e-03,3.087126110e-09,-5.211864412e-02,1.394142359e-01,1.963936090e-01,1.054649008e-03,-8.485839702e-03,3.733755946e-01,-2.118157863e-04,-1.007064898e-02,-4.219449311e-02,9.881374426e-03,1.322447322e-03,1.254558563e-01,-6.425411440e-03,-3.802413121e-02,-3.852226585e-02,2.837114930e-01,-3.270719573e-02,1.616723388e-01,1.100954041e-02,1.746665239e-01,-4.106871784e-03,2.309454679e-01,-1.027051359e-02,-4.500909708e-03,-2.070155367e-02,4.847482443e-01,1.501509845e-01,1.573235691e-01,-2.560262941e-02,-8.783706464e-03,1.118897399e-05,-1.422792728e-08,-2.331592888e-02,1.015468687e-02,8.121744730e-03,-1.070037764e-02,3.234566003e-02,3.869824857e-02,1.421774343e-08,1.002919525e-08,3.879801443e-05,-2.246001177e-02,5.649426952e-03,1.821850613e-02,7.462571006e-09,4.806983634e-05,-1.331613042e-08,2.774121426e-02,1.015523665e-08,-1.191519201e-03,4.920498934e-03,9.337149560e-03,2.769315429e-02,1.566703804e-02,-1.199484058e-02,-4.963169431e-09,-1.008201111e-02,5.976654962e-02,1.941864495e-03,3.278528526e-02,-1.391030382e-02,1.475389411e-08,-1.473675296e-02,-5.234100856e-03,-2.522294968e-02,-1.838459074e-02,8.534923196e-03,9.289398789e-03,-2.167960034e-09,1.724187904e-09,-1.838847995e-03,1.108239989e-08,3.027393483e-03,1.000236906e-02,-3.977750428e-03,-1.661094092e-02,-5.082519294e-09,-1.223299652e-02,-1.259161841e-08,7.937623892e-09,4.532787479e-09,1.381982617e-08,1.799012721e-02,2.136775652e-11,-5.952277782e-09,9.312540293e-03,1.255204901e-03,4.481388594e-09,-2.304877713e-02,-1.311581582e-02,1.040295511e-02,1.573196240e-02,-1.563257968e-09,-5.653364584e-03,-8.366053924e-03,-1.044441015e-02,2.331405319e-02,2.015040256e-03,1.072930189e-09,-4.465168342e-03,-1.744281687e-02,2.211763337e-02,1.949890330e-02,7.739244029e-04,2.136726351e-09,-8.367048576e-03,-3.180269524e-02,1.099218614e-03,5.795324221e-03,-8.443645227e-10,-9.069357067e-03,-7.348459214e-03,-1.816236050e-08,2.206471749e-03,-2.790978115e-09,9.687992630e-10,-2.708172984e-02,-1.010430418e-02,-1.900188451e-09,2.161954171e-09,1.582445391e-02,-1.226781495e-02,3.421536647e-03,4.443661439e-09,1.460415255e-08,4.734376446e-09,-1.445397385e-03,-5.886253263e-09,-8.607882075e-03,2.686768130e-04,3.430733085e-02,-2.317288658e-03,1.534780208e-02,2.821272612e-02,2.048222541e-06,1.984574459e-02,-8.147384040e-03,1.186313387e-02,6.289665677e-09,6.792718545e-03,-5.298027769e-03,-8.040907793e-03,9.617320273e-09,4.194495827e-02,-3.360264527e-04,6.998945773e-02,-1.758720458e-07,7.782421540e-03,-1.003722427e-03,5.604589358e-02,6.812679349e-04,-5.679651749e-10,-1.690685516e-03,4.328873381e-02,5.713737383e-02,6.945600733e-03,-2.175508533e-03,-1.632724356e-08,1.872294396e-02,-7.052006200e-03,-5.569766927e-06,1.231507485e-05,-1.789170876e-02,5.216133315e-03,3.459189601e-09,5.552743562e-03,1.706837490e-02,-3.082171641e-02,-4.909432959e-03,1.992922734e-07,9.136429391e-09,8.651844837e-06,-1.013657264e-02,-1.831974648e-02,-4.980289377e-03,7.531897165e-03,-2.433281625e-03,1.571263783e-05,5.593360402e-03,5.770721600e-06,-2.300410718e-02,1.769996743e-05,1.185261551e-02,-3.830799833e-04,-8.917507716e-03,-2.705636325e-05,-2.692679130e-02,-2.717612078e-03,-1.630808271e-07,-1.522227011e-09,-1.160147367e-03,1.434929775e-08,-1.316790935e-02,3.148994595e-02,5.845683441e-02,-8.900497109e-03,-3.249155357e-03,8.587731421e-02,-1.394252013e-05,-4.876633640e-03,-2.920546010e-02,6.957105827e-03,-1.644998044e-02,5.657505989e-02,-1.496593960e-08,-1.842166111e-02,1.352456491e-02,9.083598107e-02,4.525717814e-03,9.767742455e-02,-2.549815457e-03,2.549768053e-02,-1.726832800e-02,1.197636873e-01,-1.747512026e-03,2.656880049e-09,-1.286993455e-02,1.211204231e-01,4.376680776e-02,4.988894612e-02,4.613128956e-03,1.313417442e-06,-2.189728775e-06,-3.444869071e-03,-7.509018815e-06,-9.703264572e-03,1.404266618e-02,1.458064691e-08,1.044255681e-02,-7.919712516e-05,8.545157471e-09,3.141186866e-09,-6.392856594e-03,4.753969165e-07,7.231442258e-03,-7.153698243e-03,5.699924659e-03,-8.438422345e-03,-4.506800266e-09,1.427600533e-02,-1.085895021e-02,1.484401431e-02,1.104484149e-08,5.926313810e-03,-9.294083342e-03,1.107242424e-02,4.240719775e-09,9.104873300e-09,-1.894223318e-02,-4.721576624e-05,3.117097367e-05,-6.008259788e-06,7.887096144e-03,-2.957601286e-02,2.032097196e-03,-1.383141779e-08,-1.443493832e-02,9.792958200e-02,1.193572953e-01,-2.081850471e-05,-1.995578781e-02,2.367912978e-01,-1.608503982e-02,-1.936448924e-02,-3.174217790e-02,1.914535090e-02,-1.420337981e-08,1.095809564e-01,9.308993816e-03,-2.231357060e-02,1.198776722e-08,2.110404521e-01,-1.372166537e-02,1.596894115e-01,-9.988309816e-03,1.068519875e-01,-1.686381875e-03,2.577370703e-01,-2.180617116e-02,9.743073903e-09,-4.702127771e-04,3.616448939e-01,1.159326360e-01,1.153028309e-01,-3.325934336e-02,4.423852999e-07,-1.128883923e-05,1.885222737e-03,-1.381355058e-02,1.649018377e-02,4.753629863e-02,-1.161929592e-02,-1.515876313e-09,7.256386429e-02,3.505295831e-09,1.551411444e-09,-3.226693720e-02,2.370553091e-02,-2.295406532e-09,2.823134139e-02,9.586594999e-03,-3.364603966e-02,-1.068273292e-08,5.917961523e-02,-6.480225828e-03,2.671126835e-02,-1.089749357e-08,2.996753342e-02,-6.088394206e-03,5.319375545e-02,1.467758921e-06,1.699654572e-02,-1.724489848e-03,1.231494099e-01,3.124632500e-02,2.981992252e-02,-1.955324551e-03,1.706532948e-02,-3.487543762e-02,1.899986657e-08,-1.171529572e-02,1.000418961e-01,1.346836835e-01,-8.250572719e-03,1.272471529e-02,2.788841128e-01,7.406875375e-05,-1.471487060e-02,-2.590733767e-02,2.461505122e-02,-9.583326133e-09,1.329299062e-01,-6.107474249e-11,-1.763488911e-02,-1.102219684e-07,2.284657657e-01,-7.394284941e-03,1.908067167e-01,-8.897118270e-03,1.116355732e-01,-7.266872097e-03,2.347835749e-01,-3.192898631e-02,3.864746541e-03,-1.235365123e-02,3.367139697e-01,1.320326179e-01,9.596317261e-02,-4.552193452e-03,3.264892030e-06,-1.394813880e-02,-1.413158390e-08,-2.365168929e-02,4.388560727e-02,3.359559178e-02,-1.522431616e-02,2.606781209e-06,9.082979709e-02,-2.450786531e-02,5.772024393e-03,-3.072062274e-03,9.403154254e-03,-7.276604208e-09,3.112777136e-02,7.849886082e-03,-1.085692272e-02,-1.405792870e-02,6.690365821e-02,-1.260592398e-06,4.466509447e-02,4.552331567e-10,4.659237340e-02,2.854418010e-03,5.020619184e-02,-8.992954577e-07,-1.389820501e-02,2.165889555e-06,1.120555922e-01,1.517002564e-02,4.204444960e-02,-1.773603253e-05,-6.229527295e-03,-2.857711911e-02,3.295504488e-03,6.478082389e-03,3.395416774e-03,-9.812048063e-09,-2.985357307e-03,6.914692818e-09,1.280406092e-08,-9.216982733e-09,-7.010620529e-09,2.354647778e-02,2.244534157e-02,1.408143468e-08,1.672588475e-02,6.484593086e-06,-2.638934404e-09,1.494610123e-02,-2.593166754e-02,-6.154129650e-09,5.378434435e-04,1.046487164e-08,-1.305518182e-08,-4.102826523e-09,2.290060557e-02,-2.521755919e-02,-6.218262017e-03,3.456261940e-03,-1.456256360e-08,7.485962072e-09,-1.385293528e-02,5.439147353e-03,-1.516221277e-02,-1.443706044e-08,2.531741932e-02,1.632968895e-02,1.487359591e-02,8.127697626e-09,1.345174905e-08,-2.191319689e-02,4.908032715e-04,6.477981707e-09,1.331451908e-02,1.427327589e-08,-1.723800227e-02,-2.362264320e-03,9.111304600e-09,-1.028454304e-02,1.316469245e-08,6.007235497e-04,1.404657960e-04,-4.062555730e-03,1.902420074e-03,7.723590359e-03,-2.229436191e-09,9.655576783e-09,7.855227217e-03,1.027858421e-08,7.914646161e-10,-1.268043093e-08,-1.121179594e-08,7.922544398e-09,1.283949241e-04,1.240103309e-08,1.650997438e-02 +biases1 = 5.860181153e-02,-7.975625340e-04,1.542609334e-01,-1.423588693e-01,-2.236208618e-01,-1.042726915e-03,-5.959989969e-03,-4.269339442e-01,-7.433760329e-04,-6.957945880e-03,1.320256740e-01,-1.566988975e-02,-8.154050447e-03,-1.473991424e-01,-1.279389113e-02,1.437753290e-01,-1.442463137e-03,-2.914870679e-01,1.996975020e-02,-5.819837004e-02,8.319870685e-04,-2.035834640e-01,4.533165321e-02,-4.975647852e-02,5.656807870e-02,0.000000000e+00,5.832568184e-02,-4.270887375e-01,-5.020895228e-02,-1.977604330e-01,4.728467390e-02,-8.401816711e-03 +weights2 = -4.925964400e-02,1.208874397e-02,-1.097744629e-01,3.863014877e-01,5.143699646e-01,-6.054289173e-03,-4.130696878e-02,1.027042747e+00,1.320942119e-02,6.311931461e-02,-1.004070491e-01,5.448748916e-02,-7.516794652e-02,4.244115353e-01,-5.611389643e-04,-1.015327573e-01,3.253164887e-02,7.986369729e-01,-3.417197242e-02,4.305024445e-01,-1.515005063e-02,4.870544374e-01,-4.188896343e-02,5.896236300e-01,-4.927460104e-02,-1.401114091e-02,-5.217714980e-02,1.211574674e+00,3.462758660e-01,4.911570251e-01,-5.469868705e-02,-4.072954506e-02 +biases2 = 1.236816868e-02 diff --git a/params/D00086.003.txt b/params/D00086.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e07adeb1e17e8ca2a5f6cc7c7b6b1ed70f916d1 --- /dev/null +++ b/params/D00086.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.002336573e-02,4.209374636e-02,3.686251584e-03,2.657822706e-02,-2.331499755e-02,6.715207547e-02,9.267739952e-02,-2.034419179e-01,-6.502039731e-02,3.955972788e-04,2.659272552e-01,7.496472448e-02,6.358955055e-02,-4.722610116e-03,8.362649009e-03,-5.408265814e-02,3.091999143e-02,-9.078292549e-02,1.319012940e-01,-7.419893891e-02,-9.523146786e-03,8.881250024e-02,-6.183956563e-02,-1.551187932e-01,-1.462156922e-01,-2.036631777e-04,-2.865164354e-02,5.338571966e-02,-9.382972866e-02,2.985234605e-03,-1.791492477e-02,-1.805239618e-01,9.951262921e-02,-1.802596897e-01,-1.601248533e-01,-9.059595317e-02,-6.790351868e-02,1.371608581e-02,-1.253167093e-01,-3.681911156e-02,-9.677463025e-02,2.106856555e-04,-3.465346396e-01,-8.499213308e-02,-1.084573194e-01,-8.835751563e-03,-2.527449839e-02,-2.362037301e-01,-1.075880006e-01,8.977116644e-02,-2.148372680e-01,7.935567945e-02,-7.434146106e-02,-1.501335800e-01,-1.160161570e-02,1.279134750e-01,1.653407514e-01,1.646658638e-04,-1.393250376e-01,-3.120650537e-02,2.931066416e-02,8.897829801e-03,1.745154522e-02,1.839474738e-01,-2.679154091e-02,-4.231962934e-02,4.381189123e-02,-3.348285332e-02,-7.073916495e-02,3.690087795e-02,5.485261604e-02,8.440168202e-02,-4.712936934e-03,-9.533239790e-06,-1.115218028e-01,1.899096556e-02,5.075230822e-02,-1.287168590e-03,-1.845196262e-02,-6.563246995e-02,7.012373954e-02,-9.500086308e-02,2.058761008e-02,-5.242656544e-02,-4.423183575e-02,2.495731413e-02,-1.641071886e-01,-2.243626416e-01,-3.980323300e-02,-2.644167980e-04,-2.709389925e-01,8.073441684e-02,-1.141660213e-01,6.903628819e-03,-8.505403996e-03,-1.461117864e-01,-2.063676156e-02,-8.557891101e-02,-3.733091429e-02,-5.909714475e-02,-2.269854248e-01,3.211586922e-02,-3.380328417e-02,-9.921438992e-02,-9.886254370e-02,-2.521357383e-04,3.673558310e-02,-5.050558597e-02,-3.584143892e-02,-7.180861663e-03,-3.167627007e-02,8.195089549e-02,-9.631300345e-03,8.393765241e-02,-2.673768103e-01,8.630274981e-02,1.672393084e-01,-7.522088289e-02,3.580229357e-02,-2.803653665e-02,1.325344783e-03,-2.449732856e-04,9.788802266e-02,-3.552428633e-02,-1.033012569e-02,-3.140430490e-04,4.045009241e-02,-1.574700773e-01,1.714815050e-01,-8.683139831e-02,3.304698169e-01,-4.540478066e-02,-1.300118119e-01,1.187214106e-01,6.639733911e-02,-8.498935960e-03,-2.516199052e-01,5.459856038e-05,9.926131368e-02,4.552467167e-02,2.544492111e-02,-2.071878873e-03,-2.866206691e-02,-5.416393653e-02,-2.651926316e-02,-2.088730037e-01,-1.352630109e-01,5.639066920e-02,-8.969785273e-02,5.362329260e-02,-9.729019552e-02,-1.142086163e-01,-1.970960945e-02,-5.344395177e-04,-1.887987405e-01,-9.199098684e-03,-1.380517632e-01,2.379643964e-03,-5.941040348e-03,-1.843437403e-01,-1.492281258e-01,1.226079389e-01,-1.969209462e-01,-1.908683963e-02,1.407866478e-01,-1.307626367e-01,-4.789426550e-02,-8.288419247e-02,-5.636161193e-02,-1.705477625e-04,-2.553146780e-01,-7.927450538e-02,-1.161145978e-02,-4.902516492e-03,2.351639979e-02,-4.757252522e-03,1.718593016e-02,3.407272696e-02,-2.374688983e-01,-5.092542619e-02,-9.618747979e-02,-2.213224396e-02,-2.781714685e-02,-6.270796806e-02,1.841458082e-01,-6.775984075e-04,9.609521180e-02,5.627902597e-02,1.456702873e-02,2.306314185e-03,-6.303323898e-03,-4.466119409e-02,-3.238077462e-02,2.974583395e-02,1.755898297e-01,-2.970732376e-02,-7.638597395e-03,3.027445376e-01,-1.190835424e-02,-4.774553701e-02,-2.857910655e-02,-1.600957476e-04,-7.314752042e-02,-1.384316850e-02,3.919611499e-02,-2.929967595e-03,-8.584226482e-03,-1.067911536e-01,-7.897821255e-03,-5.447301269e-02,-1.879386455e-01,-2.919834666e-02,-1.552394181e-01,-3.825362772e-02,-1.070846990e-01,-1.934434921e-01,-1.231361330e-01,-4.018003237e-04,-1.332420409e-01,-1.178965904e-02,-1.449578069e-02,2.452476649e-03,-7.846265100e-03,-2.770812809e-01,-1.005280316e-01,-1.280448288e-01,-5.820816010e-02,4.324298818e-03,-2.130422890e-01,-1.123550013e-01,-6.658429652e-02,2.197880996e-03,4.542405368e-04,1.076328481e-04,-2.395540774e-01,1.267338265e-02,-1.431251615e-01,-3.053497523e-03,-3.705248609e-02,4.398890212e-02,1.534182131e-01,1.356365532e-02,-1.681427807e-01,-5.773872603e-03,2.005251199e-01,-1.322441250e-01,7.788172364e-02,-2.853925154e-02,1.015320234e-02,-2.018406230e-04,1.968971938e-01,2.685853653e-02,8.939159103e-03,9.542637854e-04,3.598803282e-02,5.339675397e-02,2.599409521e-01,-1.361210495e-01,1.772933304e-01,-4.414224252e-02,-1.133979335e-01,1.109927371e-01,-3.318191692e-02,-2.442684583e-02,-1.379277855e-01,-3.638865892e-04,-6.283315271e-02,-6.380552053e-02,-6.967976689e-02,-2.472947817e-04,-2.704055421e-02,-7.574240863e-02,-6.754267216e-02,-6.474790722e-02,-2.015185207e-01,-1.157165132e-02,-3.367618471e-02,-1.296041254e-02,2.135493979e-02,-1.490261853e-01,-1.379299164e-01,-3.292767215e-04,-2.596441209e-01,1.031331904e-02,-1.488146484e-01,4.002552945e-03,5.138962064e-03,-1.564676613e-01,-9.947148710e-02,-7.058264315e-02,-1.406657845e-01,-1.185666397e-01,2.191884257e-02,2.012932859e-02,8.472180343e-05,-1.126295403e-01,-4.537467286e-02,-7.878021279e-05,3.192035258e-01,3.463444859e-02,-7.459565997e-02,-7.961543277e-03,1.873692311e-02,-1.791940778e-01,-7.914542407e-02,1.323374659e-01,-7.352593541e-02,1.144529134e-01,-4.937807471e-02,-9.854409099e-02,-9.630096704e-02,1.846868359e-02,1.799615473e-01,-7.740716683e-04,-2.455826700e-01,3.244107589e-02,1.827883422e-01,2.530966420e-03,-1.545228064e-02,1.252571344e-01,1.040472761e-01,-5.911872536e-02,5.155224726e-02,-4.387306049e-02,-1.338938326e-01,2.220491469e-01,-2.837197110e-02,-6.033188105e-02,-1.510541290e-01,7.083530363e-05,-2.533982396e-01,2.295909673e-01,1.775989891e-03,1.073899562e-03,1.067626756e-02,-1.599908173e-01,-2.493284270e-02,-1.380494088e-01,-2.560116649e-01,9.456594475e-03,-1.066247672e-01,4.392038658e-02,-8.911115676e-02,-2.226911932e-01,1.739817858e-02,3.425404720e-04,-1.382208467e-01,-1.311367899e-01,-1.666444242e-01,1.001499477e-03,-1.959431171e-02,-2.445596159e-01,-1.147496253e-01,1.385316402e-01,-1.511558741e-01,4.468687624e-02,-2.088976949e-01,4.370078817e-02,-1.064710170e-01,-1.314929724e-01,-1.156827882e-01,-4.654758086e-04,-3.077350557e-01,-6.809820235e-02,3.198286146e-02,-6.815913599e-03,-1.423014794e-02,3.395044059e-02,4.866736755e-02,-8.207637072e-02,1.168968529e-01,-7.003704458e-02,2.740100324e-01,-2.892880738e-01,1.175682619e-01,1.469224393e-01,1.069877222e-01,-2.624079752e-05,4.510106146e-01,-1.753224619e-02,2.231226489e-02,2.417061944e-03,6.010779645e-03,8.374426514e-02,1.209889725e-01,-1.578350812e-01,-7.729443163e-02,-5.463639274e-02,-1.704165712e-02,1.531246752e-01,-4.425488785e-02,-2.282068729e-01,-7.766082883e-02,1.712836820e-04,-1.953031719e-01,-9.101233631e-02,-6.992778182e-02,7.110130973e-03,4.774976987e-04,-1.539785117e-01,3.622870892e-02,-1.154157743e-01,-2.932103276e-01,-7.841427624e-02,-1.118037179e-01,-1.368740108e-02,-1.128185466e-01,-3.754846454e-01,-6.036945805e-02,-2.889462048e-04,-2.594003379e-01,3.675978780e-01,-7.705597579e-02,-3.524350468e-04,-1.110560354e-02,-1.234483570e-01,-6.910725683e-02,-1.145250052e-01,-1.186049879e-01,-6.010486931e-02,1.617755741e-01,-6.903485209e-02,5.281412601e-02,4.580705762e-01,-2.082793713e-01,-2.085843880e-04,3.410422206e-01,-1.281266063e-01,-1.489163786e-01,-9.328310378e-03,-3.493076563e-02,-1.209999174e-01,-7.486815751e-02,2.486430258e-01,2.507157922e-01,1.338250935e-01,-2.075584084e-01,-5.099461600e-02,-2.397493459e-03,-1.219025031e-01,2.037302703e-01,-4.354779376e-04,-1.352710426e-01,-1.343223453e-01,1.855436713e-01,5.641901516e-04,2.753290720e-02,1.115613803e-01,-6.001878157e-02,-1.752436608e-01,-1.323138475e-01,3.094681352e-02,-1.160492226e-01,3.789285123e-01,-1.043048427e-01,1.273053437e-01,1.745468192e-02,-7.848041423e-05,-2.362173349e-01,6.537804753e-02,5.376765039e-03,1.184874773e-02,7.705440279e-03,-1.629635692e-01,2.360319160e-02,-1.459782273e-01,-1.656026244e-01,-2.287138999e-02,-1.331868321e-01,9.955493733e-03,-4.448518157e-02,-3.211346269e-01,-5.612051973e-05,4.006407398e-04,-2.592642903e-01,-1.408886611e-01,-1.594693959e-01,-3.215406090e-03,-1.127782650e-02,-1.746485978e-01,9.586365521e-02,2.433082610e-01,-9.604658931e-02,-8.875636011e-02,-1.407231688e-01,-1.866160929e-01,-1.272314787e-01,-2.430133671e-01,-2.143789530e-01,3.009630891e-04,-1.899684668e-01,5.525636673e-02,1.407697350e-01,-4.622362088e-03,-1.033579465e-02,-2.791990042e-01,-4.583295807e-02,-6.045183167e-02,1.558101177e-01,2.168339677e-02,2.164360285e-01,-1.822863966e-01,1.688019633e-01,1.696914583e-01,5.425580591e-02,-2.943578293e-04,4.365142286e-01,3.338351473e-02,-9.650642425e-02,-5.864730105e-03,-3.513004864e-03,3.305944800e-01,3.907012045e-01,-5.542848632e-02,-1.141196489e-01,-1.224788576e-01,2.121169865e-02,-1.354875136e-02,-8.518291265e-02,-8.799199015e-02,1.549105439e-02,4.803260090e-04,-9.738639742e-02,4.130785167e-02,-5.848303065e-02,1.924901828e-02,-1.377405412e-02,9.652150422e-02,-2.231660187e-01,-9.387402236e-02,-2.780183256e-01,-2.991549671e-02,-2.354594171e-01,-7.230944186e-02,-1.210629493e-01,-2.331093103e-01,3.849460185e-02,7.183884009e-05,-3.496607393e-02,-2.371719107e-02,-9.435324371e-02,-1.154364087e-02,-1.908993907e-02,-2.580558360e-01,-4.359483719e-02,-1.377013624e-01,-2.104799896e-01,9.490864724e-02,3.083745949e-02,-6.187400594e-02,2.176199704e-01,-2.748667598e-01,-1.258838326e-01,-3.064243647e-04,-2.691796720e-01,-6.931864191e-03,-1.735469252e-01,-8.080064319e-03,-1.091191638e-02,8.075617999e-02,-1.120184362e-01,1.496345252e-01,3.633275926e-01,-8.608120843e-04,7.762303576e-03,1.672890186e-01,-1.190124527e-01,3.274873793e-01,-7.074038684e-02,-8.293130668e-05,1.527811438e-01,1.582364901e-03,2.159884125e-01,-8.706439985e-04,2.490606718e-02,-2.065972835e-01,-7.639230788e-02,-2.230542945e-03,1.774316132e-01,7.459806651e-02,-1.087991446e-01,4.347408116e-01,-1.014056578e-01,6.445825845e-02,9.167987853e-02,1.899646886e-04,5.472179130e-02,6.998720765e-02,6.713124458e-04,2.239345200e-02,7.308632601e-03,-1.923790574e-01,5.206934214e-01,-1.168803275e-01,-3.720393479e-01,-8.642618358e-02,-1.315647960e-01,-1.772781461e-01,-8.094713837e-02,-2.980113924e-01,-2.799620032e-01,-3.043421893e-04,-6.805142760e-02,1.357318740e-02,-1.200548485e-01,-1.449067798e-02,-2.162758820e-02,-4.835157841e-02,-2.149491608e-01,-6.308355182e-02,3.388907760e-02,-1.503421813e-01,-2.197178602e-01,4.298304021e-02,-4.192614555e-02,2.115133591e-02,4.173252732e-02,-5.451290635e-04,-2.606236935e-02,1.886602491e-02,1.255869716e-01,4.501809890e-04,-3.184748814e-02,-3.947694302e-01,-2.164495736e-01,4.307408631e-02,-7.770195603e-02,1.033839062e-01,2.854090035e-01,-2.807291150e-01,1.175503209e-01,-5.517943203e-02,3.120108275e-03,-2.581497247e-04,-2.089561820e-01,-8.815052360e-02,-1.163386852e-01,-1.040508039e-02,2.954393253e-02,3.485319316e-01,1.478923261e-01,5.046346784e-02,-2.162152082e-01,-6.283041835e-02,-1.992373914e-01,2.585639656e-01,1.776872785e-03,-1.509071589e-01,-7.536362112e-02,-1.422110072e-04,6.069829222e-03,8.582819998e-02,-8.257387578e-02,2.765281498e-02,-2.903334983e-02,-1.276928037e-01,-7.992545515e-02,-7.772005349e-02,-9.381427616e-02,-1.449384242e-01,-1.064298451e-01,2.014473528e-01,-1.661514342e-01,-4.207180440e-02,-1.741523594e-01,-4.730823857e-04,-8.494376391e-02,-5.098723993e-02,-9.231068194e-02,-1.899610087e-02,-3.568701819e-02,-4.164243937e-01,3.190314025e-02,-1.142148599e-01,-2.934372127e-01,1.522873789e-01,3.519068956e-01,-2.506796643e-02,-4.798756167e-02,-2.154792845e-01,-2.941225767e-01,-7.497088518e-05,-2.106850147e-01,-3.326225653e-02,-6.847111881e-02,-4.946528468e-03,5.406329036e-02,2.184699476e-01,-8.664017916e-02,2.112791175e-03,3.644261360e-01,-3.992822021e-03,-2.212909013e-01,-4.144058228e-01,1.063719615e-01,1.404822469e-01,4.015991092e-01,-2.194621629e-04,4.172321782e-02,1.166026853e-02,1.337039173e-01,-6.346076727e-03,-6.950282026e-03,3.876308352e-02,7.809893787e-02,-1.621289700e-01,-1.963316798e-01,3.377561271e-02,-1.016957983e-01,-7.928743213e-02,5.943292752e-03,1.136166230e-01,-2.275072932e-01,-1.933827589e-04,-1.406735182e-01,1.412838101e-01,-4.870470613e-02,1.025639195e-02,-2.127705701e-02,-2.260745019e-01,-2.998377569e-02,-1.671147533e-02,-2.641940713e-01,-4.080520943e-02,-1.473854482e-01,-6.737285852e-02,-1.666093469e-01,-3.478326499e-01,-2.006027102e-01,-4.734569229e-04,-2.247841507e-01,-4.101110995e-02,-6.336553395e-02,-2.691121772e-02,-2.642159350e-02,-2.562417090e-01,2.334302850e-02,1.004103869e-01,5.232246518e-01,-1.691165566e-01,-8.731713891e-02,4.429472089e-01,7.870693691e-03,6.478898972e-02,4.912312329e-01,-3.760591499e-04,1.432268322e-01,-7.025413215e-02,-1.399954082e-03,1.436807495e-02,-3.928722441e-02,-3.470168710e-01,-5.797807127e-02,-6.025700271e-02,-3.011660278e-01,1.160963625e-01,1.616583019e-01,-2.765321732e-01,4.535270110e-02,-9.804228693e-02,-2.060300112e-01,-6.036154227e-04,-2.563448809e-02,-1.665694080e-02,2.333314391e-03,1.328122307e-04,6.954908371e-02,5.428147316e-01,4.902462289e-02,-4.708943516e-02,-2.053581774e-01,-1.059393515e-03,-1.146621481e-01,5.902441591e-02,-1.271786690e-01,-2.717253566e-01,-2.282799631e-01,-1.866442472e-04,-2.482547909e-01,1.257609278e-01,1.281516850e-01,2.833016030e-02,-3.651988506e-02,-2.364486605e-01,3.920280188e-02,-7.555300742e-02,-2.685512304e-01,-1.608145982e-01,-2.335110307e-01,-1.852901429e-01,-7.925315946e-02,-1.933908314e-01,-2.026237547e-01,-4.210766929e-04,-2.154313773e-01,2.730404027e-02,-6.737215817e-02,-7.001487538e-03,-3.447308391e-02,-2.997816801e-01,-2.986738272e-02,-4.455549270e-02,-2.552855909e-01,1.120608002e-01,1.144997776e-02,3.929268122e-01,1.636921018e-01,-2.973607779e-01,-1.873734444e-01,-2.897901823e-06,-1.589603722e-02,-7.181564718e-02,-1.046628356e-01,-2.171591483e-02,-2.152238972e-02,5.225656033e-01,-4.543489590e-02,2.898279391e-02,4.902589619e-01,-9.430372156e-03,1.617275476e-01,-2.467917949e-01,-6.495957822e-02,4.938252270e-01,4.757579267e-01,-5.053100176e-04,2.307034880e-01,-6.807198375e-02,-6.645110250e-02,-1.084795222e-03,7.575223595e-02,-2.738263309e-01,1.658234596e-01,-3.996468149e-03,-2.918676473e-02,4.453625903e-02,-1.693087518e-01,8.260162175e-02,-1.145786643e-01,-1.658014953e-01,-8.677093685e-02,-3.789094917e-04,-2.124718577e-01,9.849830717e-02,8.846944571e-02,-8.591372520e-03,-2.108924091e-02,-1.399580091e-01,-1.187784225e-01,-1.346134543e-01,-2.564071417e-01,-1.178096086e-01,5.021231994e-02,1.923551783e-02,-1.239753962e-01,-2.088103890e-01,1.073122025e-02,-4.803310439e-04,-1.794504672e-01,-8.615785837e-02,-1.527919173e-01,-2.475121059e-02,5.104333907e-02,-2.916661799e-01,3.702918440e-02,-1.249169335e-01,-2.396715619e-02,-1.778638065e-01,-2.296101488e-02,6.220143661e-02,3.462051973e-02,3.848464191e-01,-1.711016595e-01,-1.682441070e-04,3.031325936e-01,1.329623349e-02,-2.566029876e-02,4.957908764e-02,-5.937350914e-02,-2.790224552e-01,-7.121738791e-02,1.239348799e-01,7.055206597e-02,1.916057765e-01,-3.220343590e-02,-1.443241388e-01,9.796588123e-02,-2.782203257e-01,1.044450849e-01,-1.214970252e-04,-1.595725119e-01,-1.179271098e-02,-2.003790066e-02,-1.834136061e-02,1.180421934e-02,4.243668318e-01,1.192465574e-01,-1.957933456e-01,1.185555831e-01,-1.116431206e-01,-3.328408301e-02,1.106859893e-01,-1.399893612e-01,-2.053486407e-01,-1.121610999e-01,-1.444698282e-04,-2.333027422e-01,9.687972069e-02,-9.763136506e-02,-2.014734596e-02,-4.510337859e-02,2.426878177e-02,-5.061284453e-02,-7.586652040e-02,-1.817270070e-01,-1.118371710e-01,-2.426839322e-01,1.790286303e-01,-8.624813706e-02,-2.562961280e-01,-2.859988213e-01,-5.074642249e-04,-1.089630499e-01,-3.828727081e-02,-7.313938439e-02,-8.810432628e-03,-4.323247820e-02,-4.102959335e-01,-3.557201475e-02,3.096336424e-01,-1.519452631e-01,2.732767463e-01,-6.152901798e-02,-1.035909802e-01,9.187926352e-02,-2.031051219e-01,2.513027489e-01,2.366550470e-04,-7.840057462e-02,-3.816416115e-02,1.137382537e-01,-2.350390702e-02,1.063482240e-01,6.922117621e-02,-2.050241828e-02,-1.771815121e-01,-2.261416800e-02,-1.092518717e-01,1.625215113e-01,-1.668775827e-01,2.711967379e-02,3.970361054e-01,3.925985191e-03,-3.356048546e-04,1.725567430e-01,-7.048771251e-03,-5.371838808e-02,5.103403702e-02,-3.548920527e-02,2.870274335e-02,6.856314093e-02,-7.732580602e-02,1.103124302e-02,-7.780184597e-02,-1.355199516e-01,3.273043931e-01,-9.693066031e-02,-1.368098855e-01,-6.167390943e-02,-1.203728170e-04,-3.975489438e-01,6.564771384e-02,-1.294569522e-01,-1.475289371e-02,-4.240091145e-02,-2.079369277e-01,-2.780145966e-02,-1.522704214e-01,-1.127984226e-01,-8.880801499e-02,2.877871133e-02,-1.700394154e-01,-4.870189726e-02,-2.845841348e-01,-4.447470978e-02,8.986614557e-05,1.044384483e-02,-7.920946181e-02,-3.685070574e-02,2.539181523e-02,-3.059655428e-02,-4.127714038e-02,-8.526225388e-02,-1.547102444e-02,1.099039391e-01,-1.493568122e-01,3.149781004e-02,-9.591770172e-02,6.600496173e-02,4.080393165e-02,-2.083661258e-01,1.554597839e-05,2.356314659e-01,-7.372589782e-03,6.589610130e-02,-7.925026584e-04,-4.604666680e-02,4.111818969e-02,5.822668597e-02,1.054658592e-01,-2.473058403e-01,2.567578852e-01,-1.000927016e-01,-4.169546068e-02,-2.635641769e-02,1.125235483e-01,1.715536565e-01,-4.868771939e-04,-9.631820023e-02,3.424140438e-02,-8.533720858e-03,-9.949128143e-03,1.017678007e-01,-7.956591994e-02 +thresholds = 5.245549977e-02,-5.551686287e-01,-9.560424685e-01,-2.368470132e-01,-7.010411620e-01,7.906586677e-02,-4.292338490e-01,-1.071355462e+00,-5.700541139e-01,-2.133525442e-03,-9.938316345e-01,5.386865512e-02,-4.390084743e-01,-7.716747001e-03,-7.017589360e-02,-1.147624135e+00 +weights1 = 1.812289935e-03,-1.349756420e-01,1.181791071e-03,6.691242754e-02,-2.794856131e-01,-1.805292815e-01,-1.084500030e-01,-6.521624047e-03,-1.041963976e-02,-1.655320637e-02,-2.499285620e-04,-1.765694022e-01,6.019837689e-03,1.792038092e-03,-2.498760354e-03,-2.150202543e-01,-1.384454966e-01,4.458501004e-03,-1.090976316e-02,6.254506856e-02,3.676704690e-02,-3.541006744e-01,7.442051172e-02,8.140876144e-02,1.344783790e-02,-1.110556256e-02,-3.506820183e-03,-1.390411556e-01,1.535921171e-02,-7.588268258e-03,1.526709995e-03,-1.044784393e-02,-3.331287066e-03,5.190838128e-02,9.258594364e-03,3.111639526e-04,-3.733963892e-02,1.071053091e-03,4.405269399e-02,1.452085213e-03,-3.266749438e-03,-5.817346741e-03,4.859958310e-03,3.242732212e-02,-4.236871609e-04,-6.733969320e-03,-5.152282305e-03,3.000625409e-03,3.590251133e-02,-1.538945455e-02,7.714509964e-03,-2.398384921e-02,8.475995623e-03,-4.961463064e-02,-3.024042025e-02,-3.057806194e-02,1.043949975e-03,-4.601301625e-03,-4.758494906e-03,2.337386087e-02,-3.431814956e-03,-1.413324499e-04,-8.771833032e-03,-2.142308513e-03,3.293098649e-03,6.842253357e-02,4.200887401e-03,5.423170514e-03,3.571911454e-01,1.848769933e-01,5.787015706e-02,2.117382828e-03,-1.277196594e-02,-1.794006117e-02,5.491742049e-04,1.758461893e-01,-2.404355444e-02,4.382181447e-03,1.533567626e-02,1.540405154e-01,9.252505749e-02,7.391481195e-03,1.360490685e-03,-1.302506868e-02,-7.141869050e-03,2.562893033e-01,-4.376390018e-03,-3.064834140e-02,-1.368390676e-02,1.174742356e-02,-9.316272102e-03,1.170800477e-01,9.932724759e-03,7.177231018e-04,9.219369851e-03,-3.716158215e-03,6.594570354e-03,2.220653743e-02,-9.783938527e-03,5.346850492e-03,7.007005811e-02,3.785974532e-02,9.116511792e-03,5.714181811e-03,8.289794438e-03,4.510094877e-03,1.725599915e-02,3.045758791e-02,1.233449671e-02,7.493964396e-03,-1.508292160e-03,2.561264671e-02,8.675493300e-03,-5.834176205e-03,5.417884793e-03,-3.326717764e-03,1.137852948e-02,3.027752414e-02,-1.850753464e-02,-2.408957295e-02,6.042581517e-03,4.587870499e-04,1.915568858e-02,1.629661396e-02,-2.210571896e-03,-1.110156719e-02,-1.604506630e-03,9.372679633e-04,2.102502156e-03,1.546692699e-01,-8.889916353e-03,-1.759531721e-02,3.979255557e-01,2.518599033e-01,1.340153068e-01,-3.932535183e-03,-7.338720374e-03,-9.165841155e-03,-1.676251995e-03,3.190039098e-01,-1.164181624e-02,-6.349636242e-03,-1.120337099e-02,2.660895586e-01,1.860808581e-01,1.244609943e-03,-5.848187953e-03,-5.756027624e-02,-2.541605569e-02,3.795271516e-01,-8.559301496e-02,-1.129856929e-01,-3.031149739e-03,-1.186333224e-02,-1.152794156e-02,1.863159090e-01,1.673637424e-03,-8.968593553e-03,-1.587265171e-02,1.045887545e-02,-5.135800689e-03,4.993935581e-03,2.986785257e-03,8.016440086e-03,7.754129916e-02,4.127157107e-02,1.245302800e-02,1.313801110e-02,-1.125102956e-02,-8.122120984e-03,-5.081036128e-03,4.736529663e-02,1.016384177e-02,-1.004532818e-02,-1.121726539e-02,5.334542692e-02,1.666766964e-02,-2.296605334e-02,-5.503851455e-03,-2.467580326e-02,5.951091647e-03,5.769297108e-02,-1.107796654e-02,-2.957197279e-02,-1.471186709e-02,-8.115703240e-03,1.114607323e-02,3.146931529e-02,8.126028813e-03,9.344279766e-03,-1.320282649e-02,-3.034549882e-04,5.334672984e-03,1.539695561e-01,-1.182188559e-02,-6.818602979e-02,1.636222303e-01,1.092223153e-01,1.969060451e-01,-1.175631117e-02,4.891841672e-03,-6.997709163e-03,-1.095210668e-02,1.279333681e-01,-5.275096744e-03,-1.158759743e-02,1.264900435e-03,6.818415970e-02,1.693617702e-01,3.154568549e-04,1.235735696e-02,-1.169101000e-01,-6.061654910e-02,1.156001687e-01,-1.352393180e-01,-2.159534544e-01,2.723597456e-03,-8.378731087e-03,-1.257969439e-02,1.251101196e-01,-3.740767017e-03,-6.854962558e-03,1.211485639e-02,-1.127883419e-02,1.612523012e-02,1.551972143e-02,-8.720332757e-03,-4.344595596e-03,2.684623748e-02,2.852218784e-02,2.198801935e-02,-1.701078378e-02,9.186116047e-03,8.682480082e-03,1.505500544e-02,1.983204670e-02,-1.317235455e-02,-1.340807416e-03,1.255559456e-02,4.391891416e-03,2.514990745e-03,-5.168639589e-03,7.336154114e-03,-1.318233646e-02,-1.374449208e-02,8.230745792e-03,-2.067348734e-02,-8.348925039e-03,-4.345627036e-03,-2.001015004e-03,-2.697804011e-03,1.431602892e-02,1.556884218e-02,1.803311519e-02,1.758770901e-03,2.353533637e-03,-4.652638920e-03,1.141715273e-01,2.489339095e-03,-2.334987745e-03,3.411785662e-01,1.576495320e-01,9.508410096e-02,7.848093286e-03,4.623104178e-04,-5.586063024e-03,9.912879905e-04,1.645390242e-01,2.823658178e-05,-5.190350581e-03,-5.751884077e-03,1.730196327e-01,1.161700264e-01,1.071362197e-02,-6.625425536e-03,-2.480393462e-02,5.018484313e-03,2.670824528e-01,-1.780529320e-02,-5.101114884e-02,1.084737596e-03,4.311292432e-03,-2.967194188e-03,1.647092700e-01,-1.595112495e-02,3.342728014e-04,6.317135878e-03,1.005942002e-03,2.422343940e-03,6.167987362e-03,3.160589607e-03,1.517852303e-02,9.057103842e-02,5.406542122e-02,1.794215478e-02,-1.112075616e-02,1.736208214e-03,-2.500531264e-04,-7.243086584e-03,4.079338536e-02,6.737109739e-03,-1.496187784e-02,-2.046621591e-02,4.508198425e-02,2.247455157e-02,-1.627511904e-02,2.459381358e-04,-4.985291511e-03,5.826620036e-04,7.017021626e-02,1.764163002e-02,-5.598756019e-03,2.737929299e-02,-1.477404591e-02,-1.701096259e-02,9.502867237e-03,6.040465552e-03,2.220954979e-03,-2.246603370e-03,2.059247531e-02,-1.779907197e-02,-1.305784434e-01,-1.848069835e-03,4.433571547e-02,-4.219290018e-01,-1.939750612e-01,-5.034101754e-02,-8.837544359e-03,4.273597151e-03,-9.041536599e-03,-7.607432548e-03,-2.243298739e-01,-2.508605830e-02,-4.292569589e-03,4.131249618e-03,-3.177020550e-01,-1.233742014e-01,-8.470386267e-03,-7.234911900e-03,6.432887167e-02,6.860162318e-02,-5.348130465e-01,7.765066624e-02,9.615305066e-02,-1.211443171e-02,-1.809924288e-04,-1.215298567e-02,-1.368705630e-01,-2.279702388e-02,-4.058220657e-04,-1.142783184e-02,5.772448145e-03,-5.938129965e-03,4.788811132e-02,3.226927249e-03,1.362220943e-02,-9.276604652e-02,-2.184181847e-02,4.625414684e-02,-1.883522421e-02,-8.887556382e-03,7.290729322e-03,5.239558872e-03,7.193579338e-03,-1.005826751e-03,-3.608754836e-03,1.125766576e-04,-2.814448066e-02,2.725387178e-02,5.112164654e-04,1.003433391e-02,1.001845393e-02,2.262432128e-02,-8.107741177e-02,3.080525436e-03,-1.869640313e-02,-2.555581182e-02,8.772133850e-03,-1.351900049e-03,2.863161080e-02,-8.346180432e-03,-1.862433366e-02,-7.612167974e-04,7.447957993e-03,-4.396853969e-03,5.063543096e-02,3.257556818e-05,6.332354620e-03,2.350260615e-01,1.184060723e-01,4.322412238e-02,-5.231314339e-03,-7.339702919e-03,-1.227624901e-02,1.035882533e-02,1.269619316e-01,-7.103024051e-03,-1.140475646e-02,-8.242050186e-03,9.980200231e-02,7.604123652e-02,1.138216909e-02,-9.722426534e-03,3.926499281e-03,-5.271665286e-03,1.858934313e-01,-6.625715178e-03,-2.063132636e-02,5.293117138e-04,2.483181655e-03,-3.293133341e-04,6.533331424e-02,1.150337327e-02,2.115647774e-03,-5.565043073e-03,-1.841888763e-02,2.146614948e-03,-2.010458848e-03,-1.407484617e-02,-1.760175364e-04,3.660083190e-02,-9.818060324e-03,-2.959105419e-03,-7.275178214e-04,3.985441756e-03,-1.119325962e-02,4.343553446e-03,2.154717408e-02,1.834674925e-02,5.448192242e-04,-1.017366536e-02,1.804879867e-02,-8.110396564e-03,-9.088185616e-03,-2.671995899e-03,-8.372947574e-03,-4.579153028e-04,-2.648855560e-03,-1.842747256e-02,-1.051545981e-02,4.745956976e-03,-4.378522281e-03,-5.516350269e-03,1.984596718e-03,-4.914518213e-04,-1.283173263e-02,7.376903668e-03,1.777110854e-03,-1.203565579e-02,1.291872114e-01,3.007776977e-04,-1.651603170e-02,4.919717312e-01,2.143584192e-01,1.092218533e-01,1.437303610e-02,2.368471771e-02,5.330556538e-03,-8.022469468e-03,2.633876801e-01,-7.738771848e-03,1.249517780e-02,-7.009804249e-03,2.888870835e-01,1.139037535e-01,4.179316573e-03,-1.359133516e-02,-2.645985410e-02,-8.558217436e-03,4.038103521e-01,-1.181079820e-02,-7.423914969e-02,-3.640140174e-03,-6.097808015e-03,-1.332876272e-02,1.411944628e-01,5.297168158e-03,-1.899218885e-03,1.784178312e-03,-1.473263279e-02,-5.418804940e-03,1.087766793e-02,7.135410327e-03,1.748044742e-04,6.244992092e-02,2.889139950e-02,1.129665971e-02,-1.267385785e-03,6.573582534e-03,-1.831946522e-02,-3.996034153e-03,1.941399835e-02,2.600829350e-03,5.690819584e-03,-7.973689353e-04,3.686643764e-02,1.418970432e-02,-1.059567276e-02,1.250491664e-02,1.441162452e-02,-8.263111115e-03,4.525689408e-02,-2.505215351e-03,-1.959023066e-02,-2.892267425e-03,-2.862291411e-03,-7.500249427e-03,2.624600567e-02,-1.585482620e-02,6.445571780e-03,1.333716093e-03,7.081839256e-03,1.201928500e-02,1.715660244e-01,-2.364209108e-02,-9.355381131e-02,3.234730363e-01,2.192272246e-01,2.068248987e-01,9.501121938e-03,-2.189330943e-02,-1.195394713e-02,2.934824352e-06,1.632730961e-01,4.970663227e-03,-1.024900377e-02,9.019093122e-04,1.086622179e-01,2.332442701e-01,-1.332311891e-02,-9.197744541e-03,-1.188126281e-01,-6.322096288e-02,1.888831407e-01,-1.202483326e-01,-2.080082148e-01,3.185281064e-03,-5.980889313e-03,6.302804220e-03,2.233259678e-01,-1.093795337e-02,1.691878773e-03,-4.414736293e-03,1.309656422e-03,4.192506429e-03,2.095362544e-02,-6.220070645e-03,7.596441079e-03,9.554043412e-02,5.277081579e-02,2.908209711e-02,3.410448087e-03,-1.831655763e-02,-2.194130234e-02,4.809339065e-03,5.787139013e-02,4.149140790e-03,-5.316525858e-05,4.695277661e-03,4.084452614e-02,4.276740551e-02,-1.000491157e-02,9.722695686e-04,-1.565887220e-02,-6.162235513e-03,8.735112846e-02,-2.040635049e-02,-1.330459211e-02,-2.275396697e-02,3.442657646e-03,-1.826220006e-02,3.557885438e-02,7.879137062e-03,3.879094496e-03,-2.003861824e-03,-4.349279217e-03,1.645618933e-03,-4.792902619e-03,-1.518459711e-02,1.285134349e-02,-2.206497826e-02,5.591989029e-03,-1.085464191e-02,1.367067732e-02,9.755575098e-03,1.205407642e-02,2.678283025e-03,-8.194128983e-03,-2.426682506e-03,-1.805764157e-03,-1.398867695e-03,-7.237573620e-03,-2.624406479e-03,-9.120096453e-03,1.078271214e-02,9.950218722e-03,4.248479847e-03,-2.253802726e-03,1.613576198e-03,9.414525703e-03,1.232480165e-02,1.234864444e-02,-6.060340093e-04,-8.306754753e-03,1.236086898e-02,-2.647373360e-03,-8.655092679e-04,-5.003043450e-03,-1.128471107e-03,9.796655737e-03,1.279363036e-02,-9.559391037e-05,-3.225597320e-03,-7.664830890e-03,8.583099581e-03,-1.020425465e-02,-1.420527231e-02,5.564363528e-05,1.446938608e-03,-1.350729261e-02,1.487716101e-02,-8.667728864e-03,1.311517600e-02,-5.939322524e-03,8.124588989e-03,5.018830765e-03,6.969518494e-03,2.227345947e-03,5.940473638e-04,-2.420589095e-03,6.511968095e-03,-1.837874018e-02,1.248653978e-02,3.737044171e-04,9.626357816e-03,-1.756009832e-02,7.610131521e-03,4.864253569e-03,-2.131324634e-02,1.155162882e-02,-5.342920776e-03,1.538711935e-01,3.329227446e-03,-2.718298323e-02,5.615219474e-01,2.654429376e-01,1.549906582e-01,4.886016715e-03,-4.065408371e-03,1.755437441e-02,5.543492734e-04,2.667631507e-01,3.535733093e-03,5.032919347e-03,-8.218375966e-03,1.993664950e-01,1.704335213e-01,-1.064910088e-02,-1.537988195e-03,-4.813786224e-02,-1.467706542e-02,4.156592190e-01,-4.951431602e-02,-6.579248607e-02,-8.810070343e-03,-5.260433070e-03,1.124125626e-02,1.317069829e-01,-1.044394169e-02,-1.073192153e-02,1.175652491e-03,-7.598517928e-03,-8.960703388e-03,2.599922568e-02,6.543645635e-03,-2.879589330e-03,8.024426550e-02,5.983898416e-02,6.767631508e-03,-1.184232626e-02,-8.653967641e-03,-1.411277335e-03,-1.071820315e-02,3.346317261e-02,-5.807304289e-03,1.320304535e-02,-2.517203335e-03,3.736680746e-02,3.122238442e-02,6.881837733e-03,-8.292004466e-03,1.417948864e-03,-1.090662181e-02,6.847104430e-02,-4.864297342e-03,-1.095410064e-02,6.118106656e-03,4.371335264e-03,1.953305677e-03,1.707657054e-02,-1.626697928e-02,2.426018240e-03,6.359954830e-03,-8.789482526e-03,-3.034353256e-02,-9.231822938e-02,2.532579703e-03,2.159488574e-02,-2.111612558e-01,-1.284591407e-01,-6.047441065e-02,-4.027451854e-03,3.254162148e-03,-8.487932384e-03,-6.601643283e-03,-1.301662475e-01,4.195786081e-03,1.198566053e-02,-3.335402813e-03,-1.446037591e-01,-9.696714580e-02,4.041324370e-03,1.006937819e-03,1.852836832e-02,2.530102059e-02,-2.545313537e-01,2.823056281e-02,1.100344490e-02,1.466944534e-02,2.123962855e-03,9.003956802e-03,-8.767586201e-02,8.137306431e-04,2.854047343e-03,6.040467415e-03,-1.312183775e-02,-8.078333922e-03,4.718193784e-02,-1.248347946e-02,-2.799876966e-02,-3.233655822e-03,1.773722470e-02,4.808361828e-02,5.636495072e-03,-1.218753867e-02,1.314043906e-02,-1.105671749e-02,1.083835959e-02,-7.124763913e-03,5.397219211e-03,-1.027969550e-02,2.804936375e-03,2.686766163e-02,-3.996185493e-03,1.079130452e-02,-7.851869799e-03,-6.051781122e-03,-1.572358049e-02,-2.979475260e-02,-4.634147882e-02,-5.599861965e-03,-3.696692642e-03,1.737263240e-02,2.649377473e-02,-7.918393239e-03,2.100402955e-03,4.129529465e-03,-2.247031080e-03,-6.302427966e-03,6.656631082e-02,-4.052496981e-03,-1.790974103e-02,2.108205706e-01,1.160846949e-01,7.214288414e-02,-4.062178545e-03,1.469956152e-02,5.641533062e-04,1.084445394e-03,1.426864415e-01,3.885882325e-04,-1.258027647e-02,-4.322787281e-03,1.173456088e-01,7.705844939e-02,-1.463683322e-02,-1.162471250e-03,-3.409520537e-02,-2.176546678e-02,2.100386173e-01,-3.027644195e-02,-4.538599402e-02,-1.038120873e-02,6.167629268e-03,2.055989578e-03,1.020394638e-01,-1.947177690e-03,1.970093232e-03,5.273221526e-03,7.252657320e-03,3.468728159e-03,1.339290105e-02,-2.059295308e-03,-1.296185888e-02,3.180715442e-02,2.333384193e-02,7.718167733e-03,-3.163805231e-03,-4.134785384e-03,-1.647712104e-02,-2.539097331e-03,2.130249329e-02,6.463598460e-03,-6.991333212e-04,7.391319610e-03,-6.044797599e-03,-2.298387932e-03,9.536062367e-03,1.136887353e-02,-1.201706752e-02,-2.184579644e-04,2.078568377e-02,-5.783336237e-03,-5.348680075e-03,-6.953551434e-03,-1.583637483e-02,-1.780801453e-02,2.154018916e-02,4.481094889e-03,4.092293791e-03,-4.774712026e-03,-1.382376533e-03,-1.914803637e-03,1.740533859e-02,-5.380596500e-03,-1.847985387e-02,-1.766195334e-02,7.896622643e-03,4.652864859e-02,-1.693622582e-02,-7.325450890e-03,-7.224153960e-04,1.549831312e-02,7.944713347e-03,-1.317618974e-02,-1.095151156e-02,7.151666097e-03,-1.736938395e-02,3.569829091e-02,-2.055031434e-02,-5.923563614e-03,-3.273450211e-02,-8.953411132e-03,-1.705903932e-02,-3.909078240e-02,-7.989185303e-02,-5.086783785e-03,6.324580405e-03,8.394392207e-03,1.084705256e-02,1.832813025e-02,-1.495369244e-03,-4.873718135e-03,1.374447718e-03,2.550325124e-03,-5.129829980e-03,3.627139842e-03,-6.728184409e-03,-2.727925777e-02,-5.292817950e-03,7.460765075e-03,-1.211343333e-03,-1.030670665e-02,-1.130552776e-02,1.427645702e-02,-3.311972367e-03,-1.400224958e-02,-9.629173204e-03,-1.316503854e-03,-5.705444608e-03,-9.830098599e-03,1.013142895e-02,-6.142958999e-03,1.233416423e-02,1.057189424e-02,-1.259313431e-02,3.482894506e-03,-5.351570435e-03,1.272540167e-02,4.589686170e-03,-8.521818672e-04,8.008361910e-04,7.665397599e-03,-2.818180947e-03,8.005408570e-03,-3.732638434e-03,-1.911213621e-02,5.235660076e-02,-1.281836908e-02,-3.139867634e-02,3.648386151e-02,2.499680780e-02,8.599038422e-02,6.682954845e-04,5.708475132e-03,-3.442259273e-03,1.134192850e-02,4.188800231e-02,2.290683333e-03,2.548477147e-03,5.003255326e-03,1.286438946e-02,6.288338453e-02,-4.838346969e-03,-1.263499912e-02,-5.718853325e-02,-1.704647206e-02,2.751332335e-02,-5.870195851e-02,-8.689069003e-02,8.017482236e-03,-9.986755438e-03,-3.066926263e-02,6.926243007e-02,8.299433626e-03,-2.209016122e-03,-5.615313421e-04,-2.169939876e-02,8.648322895e-03,8.670881391e-03,9.224908426e-03,2.333380096e-02,1.503234915e-02,1.768567599e-02,4.711664747e-03,1.258132420e-02,-5.350503605e-03,-6.915905513e-03,-1.693382044e-03,1.462222077e-02,-1.564567676e-03,-4.578051623e-03,1.934889704e-02,5.147974938e-03,9.224837646e-03,-4.990177229e-03,4.526201636e-03,2.700921148e-03,-6.753651891e-03,2.455663867e-02,-1.913281158e-02,-2.267695963e-02,2.401417587e-03,-1.904671267e-02,2.103238925e-02,-3.528728615e-03,-4.958319943e-03,1.038657967e-02,-8.022646420e-03,1.277874783e-02,-4.254647647e-04,1.891448796e-01,2.062076144e-02,-1.726099849e-02,4.507180750e-01,2.948538065e-01,1.749872416e-01,4.072782584e-03,6.897774525e-03,2.180058276e-03,-2.501986455e-03,2.787892520e-01,5.239687394e-03,1.508364268e-02,-1.381726906e-05,2.454361320e-01,1.803195626e-01,-1.259926334e-02,1.922923140e-02,-4.427164420e-02,-2.260585502e-02,4.003216922e-01,-5.812243000e-02,-1.159108207e-01,4.231676925e-03,-5.677860230e-03,8.022404509e-04,1.804979146e-01,-1.918512397e-02,8.875049651e-03,3.963980358e-03,2.930568997e-03,8.180882782e-03,3.045768663e-02,3.306807484e-03,1.799317636e-02,1.287039518e-01,5.968745798e-02,1.091313828e-02,6.697737612e-03,-1.715840190e-03,-6.468336564e-03,-1.272675581e-02,6.122026965e-02,7.038875483e-03,5.103522446e-03,1.130497176e-02,8.686171472e-02,1.360578183e-02,-1.582680736e-03,-7.530789822e-03,3.940965980e-03,-1.167733222e-03,1.234064251e-01,1.163191628e-03,-3.845726699e-02,-1.179321785e-03,-1.575491205e-02,7.739953231e-03,3.091904894e-02,1.541881450e-02,-3.323218087e-03,-1.283243764e-02,-6.669432856e-03 +biases1 = -7.358503062e-03,4.693592340e-02,-4.560111091e-03,-1.751820743e-02,-4.796363115e-01,-1.062830240e-01,6.357114017e-02,-2.011027932e-02,-1.773613319e-02,0.000000000e+00,-3.181798093e-04,-1.024744809e-01,-2.494445071e-04,-1.131467707e-02,-1.104936097e-02,-2.286942005e-01,7.156953961e-02,2.550246427e-05,2.917494159e-03,-1.438908000e-02,3.778811079e-03,-4.763683081e-01,2.703279955e-03,2.266779076e-03,-8.940595202e-03,-2.592275385e-03,-6.950891693e-04,2.673856914e-02,-4.433531140e-04,-2.662408631e-03,-1.242412347e-02,-6.654544733e-03 +weights2 = 1.710009873e-01,2.542055845e-01,2.380667999e-02,-8.405574411e-02,9.268062115e-01,4.404757023e-01,2.521723807e-01,-4.722538590e-02,-6.286884844e-02,-6.938348711e-02,8.110410534e-03,4.698352218e-01,1.618576348e-01,-1.001644600e-02,1.526715606e-01,4.884320498e-01,3.029412031e-01,-1.939195022e-02,1.801404729e-02,-1.227960661e-01,-7.796652615e-02,8.443731666e-01,-1.344167441e-01,-2.025345564e-01,-1.812645048e-02,1.343995631e-01,8.629328758e-02,3.020221889e-01,-1.604241133e-02,-5.652527511e-02,-4.033468664e-02,1.086769551e-01 +biases2 = 1.258052234e-02 diff --git a/params/D00087.001.txt b/params/D00087.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..18b0fc8e4f56edf3347cfb430dbd142df45ea605 --- /dev/null +++ b/params/D00087.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 8.016763255e-03,2.051243186e-02,2.534386814e-01,-2.032119483e-01,6.614326686e-02,-6.541790068e-02,1.807204820e-02,1.497490406e-01,-1.302206796e-02,-5.968219042e-01,-8.826510748e-04,1.469781846e-01,-2.522506714e-01,-2.751818597e-01,-1.533094645e-01,9.698729217e-02,-1.063543111e-01,2.483840138e-01,-2.840409577e-01,-1.422904283e-01,-2.332966775e-01,-2.687486112e-01,9.684105963e-02,-2.603137195e-01,-3.354600444e-02,4.569406211e-01,-1.083501964e-03,-3.741976619e-01,-3.455766663e-02,3.760509491e-01,2.146205455e-01,-3.198035657e-01,-2.629852593e-01,-2.089800127e-02,-2.948311269e-01,-3.697778881e-01,-3.472317457e-01,-1.035614684e-01,-5.504045486e-01,-2.604441345e-01,-1.022777557e-01,1.016147882e-01,-5.167897907e-04,-2.059547156e-01,-1.552866958e-02,-2.961607277e-01,6.481026113e-02,9.078752995e-02,-4.459820315e-02,-2.025512606e-01,-3.862446174e-02,3.810467422e-01,2.614983916e-01,1.713202298e-01,-5.026303604e-02,-3.624539822e-02,-1.814303845e-01,-9.144171327e-02,-1.354061882e-03,6.853045523e-02,-3.341845423e-02,5.189762637e-02,-1.688157320e-01,-1.812388748e-01,3.152022138e-02,1.203617752e-01,1.103452370e-01,-1.515137553e-01,1.292031258e-01,1.525788661e-02,-3.272958472e-02,5.152582750e-02,2.209788263e-01,-2.875702977e-01,-1.384061761e-03,-1.298599839e-01,1.101725474e-01,-4.383457601e-01,-3.902531564e-01,1.681925058e-01,-9.209479392e-02,1.607989371e-01,-3.055271506e-01,-2.820709646e-01,-1.222064272e-01,-2.313091159e-01,-2.327535860e-02,-1.616280675e-01,-7.810473442e-02,-9.190706164e-02,1.246335916e-03,-5.346928239e-01,-4.150875509e-01,3.794485927e-01,1.898542196e-01,-8.149082214e-02,-2.828875780e-01,3.911428154e-02,-2.740561664e-01,2.207206935e-01,4.086080194e-02,-1.397110820e-01,-8.695707470e-02,-4.386144280e-01,-4.652574956e-01,-1.140545085e-01,-1.007643994e-03,8.723387718e-01,8.639118075e-02,-1.398466974e-01,4.073287249e-01,-7.202809453e-01,-6.287823617e-02,-2.753716707e-01,1.044472158e-01,-1.209964603e-01,-2.998784482e-01,8.884922415e-02,-3.416667283e-01,1.411947012e-01,-8.313215338e-03,3.636128008e-01,-8.725525695e-04,-5.706381202e-01,-1.176116541e-01,5.475600809e-02,-2.497278750e-01,3.188728094e-01,8.061297983e-02,7.966446877e-02,2.377500981e-01,2.713476419e-01,3.437295556e-01,-1.009051576e-01,9.561104327e-02,2.499383241e-01,-2.822592258e-01,-2.939419150e-01,-1.406497322e-03,-2.386897206e-01,3.689926863e-02,-4.568094909e-01,-3.131227195e-01,1.523932368e-01,-2.855941653e-01,2.584756017e-01,-2.765228450e-01,-1.440269202e-01,-3.265748620e-01,-3.627682626e-01,-6.292930245e-02,-4.665156007e-01,-7.480606437e-01,6.230582595e-01,1.236356911e-05,-4.756791592e-01,-1.078778654e-01,-1.997297863e-03,-6.714632269e-03,-3.037560284e-01,-7.041356713e-02,4.164302256e-03,6.908718962e-03,-4.063239694e-01,-5.019373894e-01,-1.176929753e-02,-2.986825109e-01,-5.483708382e-01,9.949955940e-01,-3.218609691e-01,-1.213093405e-03,-7.016641498e-01,-2.058694810e-01,3.637521565e-01,3.934509754e-01,1.931785196e-01,-1.306106895e-01,-2.975602150e-01,-3.341474831e-01,-5.455575883e-02,2.338702828e-01,2.104670256e-01,-2.201799005e-01,3.564680517e-01,-2.934500277e-01,-1.354089379e-01,-8.940489497e-04,1.051959753e+00,-5.894309282e-02,-4.723419249e-02,-1.158189103e-01,-3.560966551e-01,3.337837160e-01,4.479370266e-02,1.154220700e-01,-9.989573061e-02,-2.874810807e-02,-9.037934244e-02,1.540827453e-01,-1.716822386e-02,-2.293651253e-01,1.643915325e-01,-6.306571886e-04,2.109437436e-01,-1.017746329e-01,-3.692834973e-01,-2.366440296e-01,5.712448806e-02,-2.530477941e-01,2.057700604e-01,-3.882257640e-01,-2.541689575e-01,-1.587306708e-01,-2.826710045e-01,-3.760435432e-02,-2.275616080e-01,-5.376437306e-01,-4.037218988e-01,5.259097088e-04,-1.957375705e-01,9.898097813e-02,6.325219274e-01,4.933085740e-01,-4.208477736e-01,-5.625045896e-01,4.891022667e-02,-2.622564435e-01,1.403019428e-01,-2.200903893e-01,-2.028981447e-01,-5.056614280e-01,-5.676866174e-01,-7.425127029e-01,-5.996177346e-02,-4.644769069e-04,1.176024154e-01,-8.078026772e-02,-1.088096425e-01,-2.720645368e-01,-1.722116470e-01,7.549268752e-02,-2.525272965e-01,1.710171849e-01,-1.202612370e-01,1.561200768e-01,3.096279800e-01,-9.802734852e-02,4.061215818e-01,1.178065419e+00,1.697504371e-01,-1.390315942e-03,-4.966567457e-01,-2.516233921e-01,-2.978454828e-01,-2.780999802e-02,2.219963670e-01,-5.321836472e-01,8.278381824e-02,1.798974872e-01,-2.441798300e-01,-1.956279948e-02,-8.074272424e-03,2.900897563e-01,-4.761082530e-01,-1.993544251e-01,-3.395877481e-01,-4.827576049e-04,5.836694241e-01,1.113604903e-01,1.092628017e-02,-4.293560386e-01,2.738187909e-01,-8.671805859e-01,6.072616577e-02,-6.186732650e-01,-1.860461980e-01,2.447679453e-02,-4.534062147e-01,-8.686396480e-02,-6.986274123e-01,-1.530207843e-01,4.332606196e-01,7.927013939e-06,-4.036993682e-01,-2.751821876e-01,-8.996364661e-03,4.424085468e-02,-5.051251650e-01,1.311495304e+00,6.046602502e-02,1.600893913e-03,-2.021192610e-01,-3.413597345e-01,2.186755240e-01,-5.406587124e-01,1.407973886e+00,3.751369715e-01,-5.021924973e-01,-6.990966504e-04,-3.194435239e-01,-2.491406202e-01,-3.373750150e-01,7.230590284e-02,-2.746641934e-01,-3.170255125e-01,-1.585526764e-01,7.495848835e-02,2.994751632e-01,8.384411037e-02,-2.402460948e-02,-1.500369161e-01,-6.408062577e-01,-3.524277508e-01,2.788642347e-01,-2.767088299e-04,-2.247519493e-01,7.581375539e-02,1.937438846e-01,2.702352107e-01,1.919306666e-01,-5.465796590e-01,2.196504176e-01,-1.299090087e-01,1.240801737e-01,-4.166574776e-01,7.275379263e-03,9.054109454e-02,-4.004188180e-01,2.212950587e-01,7.662139088e-02,-1.500052313e-04,-1.999664605e-01,-3.257845938e-01,-1.364576221e-01,-7.351361960e-02,-2.473274022e-01,-6.983670592e-01,1.422652304e-01,-3.713704646e-01,-4.292006195e-01,-5.973717570e-01,-5.460060835e-01,-2.944526672e-01,-6.173429489e-01,-4.671286941e-01,1.589862108e-01,5.062432610e-04,2.302316427e-01,-7.095114589e-01,1.027242765e-01,-1.425762624e-01,-6.506044865e-01,-6.417651772e-01,-1.003532708e-01,1.082135811e-01,1.836944558e-02,9.524513483e-01,-1.581273824e-01,-3.081758916e-01,-6.436116695e-01,-2.264405340e-01,-7.428784370e-01,-1.011648099e-03,-2.231826931e-01,8.714320660e-01,-3.482053876e-01,3.284569457e-02,4.927379489e-01,1.481229186e+00,-2.157379985e-01,2.844890580e-02,-4.703089595e-02,-1.914527118e-01,4.316318333e-01,2.674975246e-02,1.254328370e+00,1.418869197e-01,3.786052465e-01,-3.277304932e-04,-1.683861911e-01,-1.742175967e-01,2.378003895e-01,1.386749595e-01,9.262753278e-02,1.950275004e-01,2.675666213e-01,2.533297241e-01,4.247118831e-01,-2.085994482e-01,-1.618221402e-02,5.930656791e-01,4.650393128e-01,-1.192829534e-01,1.334716678e-01,-1.164336107e-03,2.066882551e-01,-4.351614416e-01,2.756110430e-01,3.925704062e-01,-4.015146568e-02,-5.730624795e-01,5.894351378e-02,-3.481646478e-01,-5.142858624e-01,-5.800852776e-01,-6.185675263e-01,-4.092648923e-01,-5.930270553e-01,-1.337743700e-01,3.377607465e-01,6.138153549e-05,-5.739577115e-02,-6.814054847e-01,-1.334370114e-02,5.487962961e-01,-5.932787657e-01,6.533615589e-01,-1.049833074e-01,-3.135573566e-01,-2.824218571e-01,-2.706382275e-01,2.172355056e-01,-8.853077888e-01,3.792338669e-01,-6.765857935e-01,-6.356799006e-01,-9.105499485e-04,-6.202127784e-02,-8.488398790e-02,-5.765485168e-01,-2.677812278e-01,-1.389390528e-01,-6.795816422e-01,-1.752201170e-01,4.400663823e-02,3.776475787e-02,8.051419854e-01,1.512632519e-01,2.155292034e-01,-6.585075855e-01,5.988997221e-01,3.433856368e-02,7.413093117e-04,-4.504926205e-01,8.646776080e-01,1.724722534e-01,-7.160342336e-01,4.569875300e-01,1.686339974e-01,6.094586849e-01,-2.127696015e-02,1.884334981e-01,-1.168372035e-01,2.180946767e-01,-4.433650374e-01,2.136401981e-01,-1.434299648e-01,3.162344396e-01,2.725364175e-05,-1.866285652e-01,2.959742546e-01,8.186100423e-02,-1.232835054e-01,-2.848061919e-01,-2.290346771e-01,-1.582393050e-01,-3.768735826e-01,-1.203759238e-01,-1.055630818e-01,-7.076379657e-01,1.235190481e-01,2.009313107e-01,-8.250882030e-01,-4.681486264e-02,2.947983448e-04,1.485279799e-01,-6.844419837e-01,2.447730154e-01,-5.766232610e-01,-6.483858824e-01,-2.353248149e-01,2.505070269e-01,-7.942581922e-02,1.523313019e-02,5.516032875e-02,-6.989429891e-02,-7.247621417e-01,3.238438368e-01,5.811196566e-01,-1.245518252e-01,-1.510553877e-03,3.401656076e-02,3.481744230e-01,-6.448320746e-01,4.662544727e-01,3.745147288e-01,-1.093726307e-01,-6.571211219e-01,1.148415729e-01,-4.157406986e-01,-8.505143225e-02,2.939301729e-01,5.576996803e-01,-1.146574020e+00,5.817637965e-02,-2.739635408e-01,-9.694149485e-04,-3.598870337e-01,-2.964014113e-01,1.750005186e-01,1.907318085e-01,2.460751683e-01,4.956298470e-01,1.450987756e-01,-5.556883663e-02,1.660525650e-01,-3.949955702e-01,-1.771495193e-01,-7.072059512e-01,3.833447695e-01,-1.866616756e-01,1.113013476e-01,8.507888560e-05,-7.162290812e-02,1.301169097e-01,3.546433151e-01,5.339439213e-02,1.223788187e-01,-7.500755191e-01,-7.476913929e-02,-2.932094932e-01,-9.909775853e-02,-3.546591401e-01,-5.569708347e-01,-7.179270387e-01,2.695749402e-01,-6.200177968e-02,3.882872462e-01,7.745028706e-04,-2.813015580e-01,-2.529499829e-01,-4.349705204e-02,-1.922674477e-01,-5.100209117e-01,-5.966926813e-01,5.879348516e-01,1.589408219e-01,3.250211179e-01,5.538826585e-01,1.031721607e-01,1.680060387e+00,1.652821749e-01,-6.557067037e-01,-8.119680732e-02,-1.051166328e-03,-1.213346496e-01,1.655283272e-01,-7.969419360e-01,3.641647995e-01,-2.589271963e-01,4.439916909e-01,-6.118875146e-01,-1.751662195e-01,-7.268021107e-01,-5.587557331e-02,3.647999763e-01,-7.414913774e-01,-1.223888755e+00,5.722203851e-01,-5.490126014e-01,-1.444934169e-03,1.118387356e-01,-3.790995479e-01,3.424803615e-01,-2.678743899e-01,3.322694600e-01,-2.007175423e-02,4.157489240e-01,1.455154419e-01,3.358255699e-02,1.783587337e-01,-2.080999464e-01,-5.629428029e-01,4.925861582e-02,2.509570420e-01,2.221450955e-01,-8.717758465e-04,-2.037768662e-01,5.713688210e-02,5.763168931e-01,4.141546786e-01,1.080716103e-01,-2.024331093e-01,-3.541384637e-01,-2.426843941e-01,3.294374794e-02,-4.598354101e-01,-7.874016762e-01,-7.468850613e-01,2.750181854e-01,-2.230758667e-01,-4.912932813e-01,-3.088600715e-05,-3.615104556e-01,-4.272694588e-01,7.372058183e-02,-4.600926638e-01,6.521468610e-02,-5.025542974e-01,6.235321760e-01,-6.356596947e-01,-1.516207308e-01,-4.032485560e-02,3.068658412e-01,-8.646790385e-01,-7.350514829e-02,1.786763072e-01,-1.016512513e-01,-1.301049837e-03,4.106083512e-01,2.066127956e-01,-1.229355812e+00,3.823542297e-01,-1.597642004e-01,3.190025985e-01,-6.390889883e-01,3.683505654e-01,-2.483195215e-01,6.961635500e-02,4.201292992e-01,1.688105702e+00,-6.574006677e-01,-5.366473794e-01,2.422841340e-01,9.166293312e-04,-2.069993913e-01,-1.729342341e-01,4.347699583e-01,-3.796798587e-01,-3.277203739e-01,1.076348573e-01,1.210463271e-01,1.797018498e-01,-5.624482036e-01,4.637765512e-02,-7.700113207e-02,2.761302292e-01,8.376300335e-02,-3.918802366e-03,5.182961226e-01,5.758845946e-04,-4.896301329e-01,-2.235111892e-01,3.590323925e-01,5.596283078e-01,1.418897808e-01,-4.270295203e-01,5.291460752e-01,1.742639989e-01,7.363197207e-01,-3.907080889e-01,-9.068280458e-01,-3.498711586e-01,1.339690834e-01,1.289192885e-01,-5.142052472e-02,5.606675404e-04,-1.814128757e-01,-2.661203742e-01,7.408008724e-02,-5.952199697e-01,-3.717910126e-02,2.304126769e-01,-1.580269933e-01,-4.944265783e-01,-1.174930781e-01,3.594247103e-01,3.309000134e-01,-1.176319495e-01,-5.757247806e-01,-3.965284824e-01,-2.580234110e-01,-2.021237975e-03,2.161286026e-01,1.591049880e-01,-1.107481718e+00,7.521258295e-02,-1.234576404e-01,-3.173958957e-01,-4.457649589e-01,-2.239744514e-01,-3.898891807e-01,-2.669691145e-01,3.874653876e-01,-2.944225371e-01,-4.951390252e-02,-5.906251818e-02,-3.373964131e-01,-7.158419467e-04,9.095209837e-02,-7.023646962e-03,5.321168303e-01,-8.382792771e-02,-2.959069312e-01,-1.634542048e-01,2.782065868e-01,-6.442933809e-03,-5.906096697e-01,-7.724098116e-02,-3.309227824e-01,8.978104591e-02,-5.293349549e-02,2.189334109e-02,2.161771953e-01,1.100329100e-03,-5.400313139e-01,2.029958740e-02,1.099207401e-01,1.142731286e-03,1.021099389e-01,-1.541130245e-01,-1.815024316e-01,2.610860765e-01,1.583682299e+00,-4.095408022e-01,-2.522368729e-01,-4.256241918e-01,-7.852515578e-02,-7.136072963e-02,-3.293652236e-01,-2.695968724e-04,-4.520381093e-01,-6.381770223e-02,-3.725985885e-01,-4.105913639e-01,-1.998207867e-01,-4.605138898e-01,-1.200577244e-01,-4.603745043e-01,-6.717225313e-01,3.227739632e-01,-4.464012384e-02,-4.353969395e-01,-3.868178278e-02,-8.763945848e-02,-1.745542139e-01,-2.354675904e-03,4.065978229e-01,3.416610062e-01,-6.292418242e-01,2.870911062e-01,-2.833872139e-01,3.706055284e-01,6.984775513e-02,-1.583449394e-01,-6.546682119e-01,-8.905211836e-02,3.621954620e-01,2.846150994e-01,-2.372545004e-01,-1.952826530e-01,1.583554745e-01,-2.946025052e-04,2.222592980e-01,-6.339544654e-01,7.480772138e-01,7.986912131e-02,6.846538931e-02,-5.953455716e-02,8.233254403e-02,4.453425854e-02,-3.759935498e-01,-1.561447531e-01,-3.770764470e-01,-2.299106270e-01,-1.517522782e-01,-3.657152653e-01,7.349954844e-01,2.888016170e-04,-3.493910432e-01,-3.790475428e-01,1.084578753e+00,4.430104792e-01,-5.177067518e-01,-2.347380817e-01,4.328344390e-02,3.562488258e-01,9.859653711e-01,-3.154875040e-01,-7.375333309e-01,-4.813868701e-01,-2.790970504e-01,-8.351610601e-02,-3.170514107e-01,2.738201292e-04,-2.964003384e-01,-9.063617885e-02,1.696083397e-01,-5.422941446e-01,-4.366513193e-01,7.239236031e-03,-2.924556378e-03,-6.523997188e-01,-5.884851217e-01,2.752431333e-01,1.060048223e+00,-1.609500796e-01,-1.725791842e-01,2.019095607e-02,-1.718905270e-01,-5.575295654e-04,3.761330843e-01,5.010589361e-01,-9.765686393e-01,1.585312635e-01,8.841668963e-01,-1.188905910e-01,-7.648614049e-02,-1.121775955e-01,-3.552372158e-01,-5.582259968e-02,-2.120572776e-01,3.870934248e-01,1.953932196e-01,9.858531505e-02,-3.751095831e-01,-9.635245660e-04,-9.391691536e-02,-3.678385019e-01,-4.203380346e-01,-1.013516709e-01,-2.445958257e-01,-5.438315566e-04,6.057497486e-02,-5.725792646e-01,3.390178382e-01,-9.992022067e-02,-4.820893407e-01,-4.179965705e-02,1.241513267e-01,3.700433299e-02,8.660907298e-02,-2.630350646e-04,-2.332686633e-01,-4.425356984e-01,1.067166701e-01,1.918205470e-01,-5.832514167e-01,-1.462519169e-01,-1.332482994e-01,-3.434863687e-01,-2.250811756e-01,-2.702156007e-01,-6.738733053e-01,-9.837037325e-01,-5.317271948e-01,-5.492071435e-02,-4.266834557e-01,-8.176247939e-04,-6.338511705e-01,-1.618642509e-01,-4.987420738e-01,-3.605045080e-01,-3.850630820e-01,-1.872376651e-01,1.859759092e-01,1.151838422e+00,-3.387802839e-01,1.677618176e-01,-3.024102151e-01,-1.022095531e-01,-8.697327226e-03,-6.566595286e-02,3.043018579e-01,2.340978099e-04,6.734212041e-01,2.826915979e-01,-1.526864171e-01,-1.342024505e-01,-3.385150433e-01,-7.157656550e-02,-6.562288851e-02,-5.996158719e-01,-1.086151153e-01,-4.979952052e-02,1.192761540e+00,6.414851546e-01,7.957906462e-03,-2.457502335e-01,-9.405241162e-02,-1.704507973e-03,-1.703604460e-01,-1.520099398e-02,4.022027850e-01,2.611055672e-01,9.924121499e-01,5.380877852e-02,7.512509823e-02,-5.121730566e-01,1.673255675e-02,-1.724108011e-01,2.073911875e-01,-6.750278920e-02,-3.119662404e-02,-3.112531267e-03,2.482402027e-01,5.155454273e-04,-4.665515721e-01,-2.684828043e-01,6.534216404e-01,1.867682338e-01,-2.883614972e-02,-5.597444177e-01,1.902198233e-02,-5.844852328e-01,1.009027734e-01,-4.190995097e-01,-4.138140976e-01,-7.955399752e-01,-5.001376867e-01,-1.202071831e-01,9.317241609e-02,-8.779456257e-04,-5.956673622e-02,3.686932921e-01,-3.193866014e-01,-3.195452988e-01,-5.247666836e-01,-2.446120679e-01,-5.831651017e-02,-4.818816483e-01,-1.312654465e-01,4.337642491e-01,8.806580305e-02,4.356284812e-02,2.297720462e-01,-7.976831496e-02,-1.709515005e-01,-1.156845596e-03,2.241396010e-01,2.068666518e-01,-1.140475050e-01,-1.588745564e-01,-6.555465609e-02,3.447706401e-01,9.182550944e-03,1.214102507e+00,-3.203687370e-01,-9.390987456e-02,-1.475791186e-01,3.340424597e-01,-1.061591953e-01,-1.279504895e-01,-3.001614511e-01,-9.213116573e-05,-6.149875000e-02,-6.430501938e-01,-3.611509204e-01,2.503202260e-01,3.040427566e-01,1.165448949e-01,-4.731423035e-02,4.827840999e-02,-1.705173254e-01,-2.015604377e-01,3.282249570e-01,-1.942292005e-01,-6.186206937e-01,-8.145636879e-03,3.559298515e-01,-5.725242081e-04,-4.244868159e-01,2.892812192e-01,3.531684279e-01,1.743699610e-01,-7.523825765e-02,-4.466648698e-01,-3.278473020e-02,-2.884313762e-01,-5.215693638e-02,-3.812938333e-01,-3.801663518e-01,-2.898635864e-01,1.211774051e-01,-1.473332644e-01,-3.795427978e-01,-7.402251358e-04,-1.514818817e-01,9.473875165e-01,-2.423104197e-01,-2.887948453e-01,-4.731674492e-01,-1.807037443e-01,2.498991340e-01,1.009832919e-01,-1.044200882e-01,2.749126554e-01,-4.646009207e-02,-1.718457192e-01,1.773487180e-01,-1.490311418e-02,-2.025211900e-01,-4.857768072e-04,5.539083481e-01,-2.461814582e-01,-1.680609733e-01,-2.837592922e-02,1.050213978e-04,1.046551615e-01,-1.248357072e-01,-2.238921821e-01,-7.493223064e-03,5.521144345e-02,-1.677596569e-01,1.683333665e-01,-8.713890612e-02,-1.608508378e-01,9.712249786e-02,-9.393938235e-04,-3.402725458e-01,-1.327288866e+00,-8.593400568e-02,1.023214459e-01,2.351649851e-01 +thresholds = -1.623970151e+00,1.831677556e-01,-1.456849575e+00,-1.335233569e+00,-1.007941127e+00,-1.065830350e+00,-1.943709254e+00,-1.627688766e+00,-1.323801041e+00,-5.177603364e-01,-7.192198653e-03,-1.453531384e+00,-1.345992923e+00,-5.714763999e-01,-1.703382581e-01,-1.255948901e+00 +weights1 = 2.173482068e-02,2.794818878e-01,1.563187242e-01,-5.001866725e-07,4.291626215e-01,6.819137931e-02,-1.818095916e-03,3.669432700e-01,1.693570614e-02,1.731302142e-01,2.398542315e-02,-4.350289906e-09,-6.159380078e-02,-9.445992298e-03,6.913699210e-02,-6.569204386e-03,1.827766746e-02,-3.261955455e-02,-1.523227990e-01,3.333442658e-02,-1.625450514e-02,-2.259951085e-03,-1.450378768e-04,-6.404212862e-02,-1.158925984e-02,1.839259863e-01,-1.878822455e-03,3.206389844e-01,2.445204258e-01,-1.833305955e-01,1.575229168e-01,-4.725675099e-03,-4.617289081e-02,1.320019215e-01,7.735399157e-02,-1.754675433e-02,1.074371338e-01,4.033932090e-02,2.478777803e-02,1.269134134e-01,2.505853027e-02,7.739435881e-02,-5.124465562e-03,1.438620500e-02,3.247683868e-03,-2.292054705e-02,4.470748082e-02,2.558812266e-03,7.857559249e-03,-4.509227292e-04,-5.585810915e-02,4.576821811e-04,-1.125561632e-02,-5.989923142e-03,-1.649690326e-03,-1.685598691e-04,-1.535614766e-02,7.534727338e-04,4.129377753e-02,1.256128550e-01,5.317695811e-02,-1.361929178e-01,9.312454611e-02,-2.915317379e-02,2.416160703e-02,-6.807729006e-01,-2.611640394e-01,1.591198333e-02,-3.629283607e-01,-3.340370655e-01,-5.989807658e-03,-2.994976938e-01,-4.815193242e-04,-6.291777492e-01,4.945247248e-02,-5.707123317e-03,-3.383272886e-02,7.463159272e-04,-2.339425236e-01,-1.959494874e-02,-4.013679922e-03,-3.026735410e-02,-4.849546030e-02,-2.290829830e-02,-5.296882614e-02,-4.052923992e-03,-3.911965992e-03,6.816704408e-04,-3.748250892e-03,9.055611491e-02,-1.940033734e-01,-4.358313382e-01,-4.351859093e-01,2.632200718e-01,-3.820869327e-01,8.602277935e-02,-6.514297426e-02,-3.469512761e-01,-5.417572334e-02,-6.331263576e-04,-6.579431891e-01,-1.897715479e-01,4.816626664e-03,-2.637702525e-01,2.254237188e-03,-4.341435134e-01,4.359376431e-02,1.049561985e-02,-7.500455715e-03,2.096751146e-02,-8.728359640e-02,8.623254485e-03,8.878805675e-03,-2.032748796e-02,-2.316678502e-02,-2.434966899e-02,-1.158181112e-02,-4.245581105e-03,-1.140054897e-03,-1.973736798e-03,-9.618497279e-05,1.805648953e-02,-6.895493716e-02,-2.381224781e-01,-3.065124154e-01,2.728863955e-01,-1.058072224e-01,1.477310993e-02,1.257294137e-02,3.287326992e-01,9.473236650e-02,6.581098307e-03,4.673793614e-01,1.020249203e-01,-1.624670252e-02,2.152861059e-01,-6.348916329e-03,1.424883753e-01,7.323602587e-02,1.203859109e-03,-2.322834358e-02,-2.547639050e-02,7.573848963e-02,3.700975096e-03,1.067361049e-02,-2.492967993e-02,-1.135411114e-02,-3.507135436e-03,-4.785263911e-02,-1.214209106e-02,1.057862770e-02,8.879230171e-02,-9.152225219e-03,-2.169136405e-01,7.197334617e-02,2.344299853e-01,-3.334871307e-02,-1.613611430e-01,1.283172220e-01,-3.086538054e-02,-3.785485774e-02,5.312676355e-02,3.273454309e-02,1.625890960e-03,9.929717332e-02,1.086216047e-02,-9.817924351e-03,5.383998528e-02,4.646554124e-03,4.065713286e-02,4.746163730e-03,2.076994628e-02,-3.394241910e-03,-2.512368155e-05,5.569850560e-03,-8.428758942e-03,-8.739530458e-04,8.403784595e-03,-2.663251199e-02,1.525275991e-03,-2.000778355e-02,-4.220656585e-03,1.182791684e-02,-1.456026366e-04,-1.420882414e-03,-2.789990976e-02,2.854321152e-02,6.340856850e-02,1.703002863e-02,-9.817581624e-02,5.772455782e-02,-1.243750751e-02,-1.888236254e-01,5.723565221e-01,8.327930421e-02,-7.736393251e-03,4.200129807e-01,1.739375740e-01,7.946441656e-06,4.837621152e-01,-1.306534000e-02,5.005292892e-01,6.515051425e-02,-1.920744590e-02,5.122889206e-02,-1.233885624e-02,8.740732074e-02,-9.751313366e-03,-2.002490498e-02,-6.941185892e-02,-2.546787262e-01,-5.411227047e-02,7.280568033e-02,9.270437062e-03,-1.325427834e-02,6.397833675e-02,5.236557685e-03,-9.751274437e-02,1.162951812e-01,5.327848196e-01,2.323098034e-01,1.857796013e-01,2.242659777e-01,5.785996839e-02,-2.430846542e-02,9.346213937e-02,9.215117432e-03,-1.562072895e-03,4.416630790e-02,1.785858721e-02,1.071091648e-02,5.121931806e-02,-4.708528053e-03,4.997539520e-02,-4.287518561e-03,-6.141837221e-03,1.378451008e-02,-4.581762943e-03,-1.430380158e-03,-3.905669088e-03,-2.808692834e-09,3.912484273e-03,-4.373466969e-02,6.438884884e-03,7.216940168e-03,-5.531459115e-03,-1.492710784e-03,-2.752784174e-03,-1.523894374e-03,-1.086727250e-02,3.005560115e-02,6.185130030e-02,2.205988765e-02,-5.153181404e-02,5.158635974e-02,6.545957178e-03,-1.080146804e-01,-9.828490205e-03,2.458281629e-02,-7.314063609e-03,4.181729853e-01,7.216805220e-02,-1.606204547e-02,1.452800632e-01,-1.566853258e-03,9.968936443e-02,1.196375862e-02,1.006891578e-02,-2.506230585e-02,1.001131255e-02,3.814767580e-03,-3.871083492e-03,1.027611177e-02,5.451559275e-02,-1.994663775e-01,-1.987204887e-03,4.503074102e-03,4.665760789e-03,4.284858005e-05,-3.209070861e-02,2.002472058e-02,-2.827098221e-02,4.750283808e-02,6.061011180e-02,-1.913168654e-02,-1.467983574e-01,2.605028078e-02,-1.883505285e-01,-4.821450636e-02,1.121335849e-02,-4.988167202e-04,-2.687979490e-03,9.867101163e-02,4.759004712e-02,-3.522791958e-04,2.200005110e-03,1.017699111e-02,4.719224572e-02,-5.338334478e-03,-8.570658043e-03,5.811586510e-03,1.614650391e-04,2.042194363e-03,-9.252451855e-05,1.489316300e-02,4.196234047e-03,-6.042945758e-02,1.141397096e-02,9.737543878e-04,7.736447733e-03,2.397130011e-03,-2.069479600e-02,-1.965812407e-03,-1.279876661e-02,1.415980980e-02,3.403158335e-04,2.885968797e-02,-9.395803511e-02,2.331252210e-02,-3.126590699e-02,-9.527833760e-02,3.012171946e-03,-1.078938618e-01,-5.167989730e-05,4.572370350e-01,5.867017899e-03,-7.316689938e-03,2.025721669e-01,-9.197389707e-03,-6.070416421e-02,-3.711863160e-01,-2.450235747e-02,3.763114568e-03,-9.206659161e-03,-4.782818258e-02,-1.809055172e-02,-8.876052685e-03,3.734720522e-04,9.864996374e-02,-1.829508319e-02,8.291603625e-02,-1.641422883e-02,-7.984336466e-03,-4.796972126e-02,-1.012886409e-02,-2.696160674e-01,-2.117251456e-01,1.053209826e-01,-6.925698370e-03,-2.787395120e-01,-1.072453111e-01,-7.053476572e-02,-2.389940917e-01,3.787286282e-01,2.322420031e-01,1.550895907e-02,4.633164108e-01,1.444441080e-01,6.138772704e-03,2.712381780e-01,8.273125859e-04,2.974400222e-01,-4.423133284e-02,-6.227514241e-03,-1.107117254e-02,5.611913744e-03,8.051239699e-02,-2.036404330e-04,1.483671367e-02,1.687323302e-02,-2.416026592e-01,1.782178506e-02,-2.099958248e-02,-8.370691794e-04,1.195230288e-03,-5.601740908e-03,2.643719316e-02,-7.258402556e-02,2.488755882e-01,3.930423260e-01,1.436132640e-01,-6.450724006e-01,2.909989953e-01,-1.781420261e-01,8.887030184e-02,3.680774868e-01,8.299085312e-03,-3.894188865e-07,4.794450700e-01,1.661844105e-01,4.462053534e-03,6.322460175e-01,-2.926827874e-03,1.914408505e-01,8.603825420e-02,-4.731832072e-03,-1.501260251e-01,-1.627947576e-02,4.511997104e-02,-3.064613789e-03,-7.073066663e-03,8.950710297e-03,1.058367267e-01,3.200605512e-02,-1.355540901e-01,-1.094708592e-02,-1.790911308e-03,-3.085934930e-02,1.418741886e-03,2.684479356e-01,1.475834846e-01,4.428883493e-01,1.049960479e-01,-3.021860719e-01,1.645185053e-01,-1.702695936e-01,-7.830297202e-02,1.399405897e-01,8.791055530e-02,1.141462369e-09,1.495775878e-01,5.611007661e-02,-1.599721238e-02,1.773198694e-01,3.018384986e-10,1.319700480e-01,-7.905052043e-03,-1.251904480e-02,2.432700945e-03,1.497858390e-02,3.558741882e-02,-8.842733223e-05,5.068133585e-03,5.010879599e-03,-6.577446312e-02,-8.093032055e-03,-2.825769410e-02,3.209453592e-09,-1.875431044e-03,-4.397146404e-03,3.938316833e-03,-3.568996489e-02,8.763609082e-02,1.727732271e-01,7.155551761e-02,-1.794044226e-01,1.504437029e-01,-4.788682982e-02,-1.404286921e-01,4.599505365e-01,1.434858441e-01,-2.342018858e-02,4.280203879e-01,1.143228784e-01,-2.490648068e-02,3.531232774e-01,-2.145330887e-03,2.132574618e-01,1.065572202e-01,-1.055051689e-03,4.836897179e-02,-1.363283489e-02,1.178352684e-01,-1.810748712e-03,-1.114002801e-02,-3.387813270e-02,-1.542236805e-01,-2.354169637e-02,5.545855686e-02,9.944953956e-03,2.227414865e-03,1.586850174e-02,-5.926764570e-03,2.192787267e-02,5.857007205e-02,4.759445190e-01,5.162983388e-02,-5.122024566e-02,2.208480388e-01,1.419074386e-01,-6.274520606e-02,1.724414825e-01,9.314659983e-02,-1.368071791e-02,1.504711658e-01,4.625735432e-02,-4.836705979e-03,1.905625165e-01,1.117840502e-02,1.215757355e-01,-4.780440126e-03,-3.013457637e-03,-2.337932959e-02,1.254525781e-02,3.075825796e-02,-2.258739807e-02,-5.725517869e-03,1.993028633e-02,-8.079606295e-02,6.876519881e-03,-1.368824951e-02,1.255071269e-09,-6.945618428e-03,1.327610880e-05,-1.134435301e-08,-6.014994346e-03,1.006228477e-01,1.843228489e-01,7.108555734e-02,-1.697650552e-01,1.707477123e-01,-5.059388280e-02,-9.440342337e-02,1.748421490e-01,7.437256724e-02,5.244025942e-07,4.967453778e-01,6.790953875e-02,2.604971454e-02,3.680929244e-01,1.599370688e-02,2.112435400e-01,-5.512167513e-02,-1.288588692e-06,1.151563749e-01,-1.543081086e-02,7.741200179e-02,-1.463396475e-02,2.228515921e-03,-5.017326330e-04,-1.892556064e-02,2.633398026e-02,1.930013299e-02,2.855233382e-03,-6.792864297e-03,-3.610210866e-02,6.060975138e-03,8.565922081e-02,1.753903776e-01,2.865668237e-01,1.656424999e-01,-1.635571122e-01,2.013889402e-01,-4.516787082e-02,-3.914745897e-02,5.504059792e-02,2.915462106e-02,-1.509069838e-02,5.206497759e-02,8.501599543e-03,-3.369212616e-03,7.532104105e-02,-7.529675961e-03,3.362906724e-02,-2.601248678e-03,-1.341363881e-02,7.710564532e-04,3.596702823e-03,1.248413324e-02,-1.323758624e-02,6.043505855e-03,5.666588433e-03,-2.618397586e-02,-1.720500924e-02,2.889352800e-06,-1.427133411e-09,-1.005778834e-02,-1.383335609e-02,-2.293569967e-03,-1.751344092e-02,6.460224837e-02,5.066258460e-02,1.424900442e-02,-7.062198222e-02,5.910408124e-02,-1.768792048e-02,7.037083805e-02,-4.496212006e-01,-2.801902592e-01,-1.089729276e-02,-2.399777025e-01,-2.504525483e-01,-2.835483663e-02,-3.718152046e-01,-1.668294333e-02,-4.393588006e-01,-3.061841987e-02,-3.419076384e-04,-2.245243788e-01,-2.749505639e-02,-1.601657867e-01,-2.194289351e-03,-1.268213149e-02,-1.068714932e-01,7.292329520e-02,-1.507367822e-03,-1.726986617e-01,-5.982429720e-04,-5.750995479e-04,-4.405175149e-02,3.988303710e-03,2.858694457e-02,-3.336818218e-01,-5.223599076e-01,-2.913670540e-01,-3.248355910e-02,-4.521322548e-01,-4.266489297e-03,-7.220038027e-02,-2.027858049e-01,-1.051755473e-01,3.170015805e-09,-3.706142008e-01,-1.265751719e-01,1.134434156e-02,-1.861219257e-01,2.128868736e-02,-2.260995358e-01,-1.865868270e-02,2.860923298e-03,-1.461266354e-02,-1.043069549e-02,-4.360840842e-02,7.763694506e-03,1.336017391e-03,-1.819957420e-02,-2.565205470e-02,1.476569660e-02,-2.305999957e-02,-9.932905436e-03,-1.700270548e-02,-2.474975027e-02,-5.597882904e-03,-8.518991992e-03,-1.337368488e-01,-1.776005924e-01,-1.371457875e-01,-1.121235192e-01,-1.698566824e-01,-3.885437548e-02,-3.868716902e-09,-4.110772163e-03,-1.516873762e-02,-3.515690099e-03,-1.149172150e-02,7.094190456e-03,3.061335407e-09,-4.342188593e-03,-3.431083634e-02,-7.704767399e-03,1.199809555e-02,-1.638030820e-02,-1.617944241e-02,-9.242946282e-03,-2.773664853e-09,2.859607805e-03,-1.945023797e-02,-2.878690138e-03,-3.342010890e-09,-9.268785827e-03,-1.244502794e-02,-2.196070040e-03,-6.137381308e-03,-5.935462192e-03,-3.571507987e-03,-1.539351605e-02,4.017807543e-03,-7.374591194e-03,-8.967267349e-04,-2.289382927e-02,5.187955066e-10,-1.300757867e-04,3.613309562e-02,1.471091807e-02,1.888114554e-09,1.051261276e-02,-4.969531437e-04,1.202870812e-02,-3.785438370e-03,-1.331796404e-03,-2.584699355e-02,1.288712490e-02,6.832994055e-03,9.251237847e-03,-3.063706681e-03,7.131262682e-04,-1.197750214e-02,-1.445280574e-02,-1.221957337e-02,-1.395676658e-02,3.333662679e-09,5.761087872e-03,8.148987778e-03,-1.121570705e-03,1.270059310e-02,-1.034135465e-03,-1.002784855e-09,1.199387293e-02,6.096193567e-03,1.728527248e-02,-8.820128627e-03,-1.773018576e-02,-9.983143536e-05,-4.185092257e-05,-2.494338900e-01,2.921147943e-01,6.867902726e-02,-6.105466309e-05,5.477682948e-01,8.337088674e-02,1.480107568e-02,3.431665003e-01,-1.460633427e-02,1.453306079e-01,3.246425092e-02,1.349033788e-02,1.187675968e-01,1.727525145e-02,6.925008446e-02,-1.770311594e-02,-9.285495616e-03,2.881066315e-02,-2.642359138e-01,-3.830800205e-02,1.530993283e-01,6.508669350e-03,5.099785980e-03,5.584705248e-02,9.787455201e-03,2.684050798e-02,6.342304498e-02,1.779538095e-01,1.233235151e-01,1.061449870e-01,1.360556185e-01,-7.166559994e-02,-4.848645255e-02,6.216496974e-02,2.608473599e-02,1.250238903e-02,7.326725125e-02,2.774911188e-02,-6.426000502e-03,1.108483877e-02,-4.802432377e-03,4.930218682e-02,-3.041705117e-03,1.351191103e-02,2.525645867e-02,-3.299279138e-02,1.271182206e-03,-1.025098935e-02,-3.896528156e-03,2.592070214e-02,-5.444611609e-02,-1.455788501e-03,-2.781722229e-03,-1.781734452e-02,3.703126250e-09,9.720277973e-03,-1.297067292e-02,-2.045146562e-02,1.768398844e-02,3.502558172e-02,2.428226359e-02,-7.083483040e-02,4.316565394e-02,-1.800191402e-02,-3.091105521e-01,2.011210918e-01,6.406691670e-02,-2.505488135e-02,5.719459057e-01,1.530943364e-01,-1.990431920e-02,3.459663987e-01,4.665058572e-03,2.500096560e-01,7.387030125e-02,1.709015109e-03,1.448645741e-01,1.197562180e-02,6.405648589e-02,1.383524016e-02,-7.571501657e-03,7.178667188e-02,-3.238693774e-01,-3.754767776e-02,1.361914128e-01,-6.378168549e-10,-5.254323594e-03,2.892534249e-02,1.468205126e-03,-7.131811976e-02,5.337584391e-02,1.402628422e-01,8.005283028e-02,1.615467370e-01,9.288980067e-02,-1.636752933e-01,-8.506888151e-02,6.835942715e-02,5.017054453e-02,2.374035191e-09,6.098726392e-02,1.895664074e-02,5.931565538e-04,6.542301923e-02,8.337861858e-03,4.250182211e-02,-1.102679595e-02,-2.112698461e-09,6.492036395e-03,-1.979314489e-03,8.774299175e-03,7.176151965e-03,-3.846168751e-03,6.791891530e-03,-7.556082308e-02,-4.266260657e-03,1.141073275e-02,-4.084311223e-10,-1.281008590e-02,-8.344066329e-03,7.910624146e-03,-3.782614693e-02,5.859746411e-02,8.033331484e-02,1.854668930e-02,-1.199728400e-01,5.905906856e-02,-2.308750711e-02,2.133043259e-01,-7.004059553e-01,-3.893681765e-01,-1.433795691e-02,-4.467813671e-01,-2.791988552e-01,-2.657595649e-02,-6.158115268e-01,-2.107120305e-02,-5.636140704e-01,-1.089369878e-01,4.561402602e-04,-2.904688418e-01,-4.920604080e-02,-2.145583928e-01,7.008674089e-03,-1.396104135e-02,-1.561865956e-01,1.790029854e-01,7.697743364e-03,-2.110925019e-01,-1.692787278e-03,-3.506495152e-03,-2.828761190e-02,-1.522089634e-02,-7.026651502e-02,-3.859358728e-01,-6.284226775e-01,-4.526920915e-01,-1.365104318e-01,-6.443458796e-01,-3.506092355e-02,1.140723675e-01,-5.278591514e-01,-1.110534295e-01,2.860578010e-03,-9.847104549e-01,-2.878596783e-01,-6.606690120e-03,-2.440931648e-01,-2.734134346e-02,-5.719001889e-01,-1.400972623e-02,2.591542900e-03,-3.619748354e-02,-3.984585870e-03,-1.259529591e-01,2.135797404e-03,-6.124509382e-04,-2.671239898e-03,1.514590383e-01,-8.788972162e-03,-1.579144038e-02,-3.302675206e-03,1.427294686e-03,-2.320342464e-03,1.790822484e-02,3.310461296e-03,-1.017900780e-01,-3.366850615e-01,-3.203152716e-01,-9.364761412e-02,-1.849906296e-01,4.239511210e-03,1.445870195e-02,-7.839354873e-01,-3.436196148e-01,-1.517571416e-02,-3.942392170e-01,-3.351379633e-01,4.157237709e-03,-5.534340143e-01,-8.116181940e-03,-6.583905816e-01,-4.567286000e-02,-5.689206300e-04,-8.964086324e-02,1.208506338e-02,-2.043706626e-01,1.084464230e-02,-8.267633384e-04,-2.607674338e-03,-2.904657042e-03,-4.416595399e-02,-7.525160909e-02,-2.046557330e-02,-2.679411322e-03,-1.263429318e-02,-4.841078538e-03,3.970784694e-02,-2.988774180e-01,-6.905071139e-01,-3.912040591e-01,2.923106309e-03,-4.108452499e-01,7.150292397e-02,-3.420697451e-01,-2.394689247e-02,-3.565595299e-02,1.414912134e-07,1.561376303e-01,-1.176685619e-04,6.063923053e-08,-5.621258169e-02,-8.196259849e-03,-4.376637936e-02,-5.023232102e-02,-7.100465707e-03,-2.901578881e-02,5.637704860e-03,-2.020787797e-04,1.227508485e-02,-1.191722928e-03,3.000491858e-02,-2.588076890e-01,5.881818477e-03,-1.070934813e-02,-2.273339295e-09,1.479278086e-03,2.015688689e-03,2.613413846e-03,-5.077758059e-02,-4.114928097e-02,4.912391771e-03,-5.886791274e-03,-4.224791527e-01,-6.568891555e-02,-1.453823149e-01,1.164469421e-01,1.966298372e-01,9.379407275e-04,-5.506649613e-03,3.571771383e-01,1.373257022e-02,-1.204118412e-02,3.575870395e-01,-6.139894016e-03,9.857480973e-02,-7.109449804e-02,-3.585973289e-03,6.888014078e-02,-1.746039465e-02,6.658271700e-02,2.134861611e-02,-6.302712951e-03,-3.142984584e-02,-4.831304029e-02,2.584186848e-03,3.184168413e-02,8.704123902e-04,-7.011704147e-03,-5.441514659e-04,-1.575822127e-03,-9.241284430e-02,8.596637100e-02,3.515429199e-01,8.088635653e-02,-2.370650768e-01,3.236889094e-02,-2.279108204e-02,-6.628392637e-02,1.019163504e-01,4.933023453e-02,-8.525456651e-04,1.120116711e-01,3.050935827e-02,2.210056409e-03,1.109953001e-01,-1.735620754e-05,1.017043591e-01,-6.778585957e-04,1.672225626e-04,-3.712354926e-03,1.043107361e-02,2.624632977e-02,-7.914084563e-05,-1.233591232e-03,1.331818849e-02,-5.346000567e-02,1.970270881e-03,-3.609996522e-03,-8.330361918e-03,1.909552516e-09,-1.318819914e-02,-6.569037214e-03,-3.399873897e-02,6.380931288e-02,1.265648603e-01,4.919910803e-02,-1.412144154e-01,8.295917511e-02,-1.613017917e-02 +biases1 = 8.121740222e-01,-1.055528641e+00,-4.437161684e-01,-3.720385139e-04,-6.098369360e-01,-3.416115046e-01,-1.666200405e-04,-9.342575669e-01,-1.284064609e-03,-7.137686014e-01,1.624724865e-01,-1.974392362e-04,-2.175201429e-03,-1.724245213e-02,-2.019818276e-01,3.536326345e-03,-4.024606198e-03,-6.909011304e-02,6.286185384e-01,-2.925610170e-02,3.510539606e-02,-3.531001974e-03,-6.386585999e-03,4.046992958e-02,-1.200007927e-02,2.045815587e-01,-4.178604484e-01,-8.285610676e-01,-4.058877528e-01,1.558931589e+00,-7.722899318e-01,4.716606140e-01 +weights2 = -2.411268055e-01,3.941836953e-01,3.321032822e-01,4.578843713e-03,3.386417329e-01,1.655924022e-01,4.738376010e-03,3.274284303e-01,-7.603085134e-03,4.070755541e-01,-1.540380120e-01,-2.670900431e-04,-1.342566162e-01,2.999889292e-02,1.312513202e-01,-5.182753783e-03,-9.011274204e-03,4.342127964e-02,-2.082547843e-01,-3.457596153e-02,-1.861292273e-01,1.890159771e-02,2.970016189e-02,-5.414592847e-02,-2.816894324e-03,-1.299855262e-01,4.316830337e-01,3.028475046e-01,3.207336664e-01,-3.157233000e-01,4.498502910e-01,-1.383059472e-01 +biases2 = 5.806559324e-01 diff --git a/params/D00088.001.txt b/params/D00088.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..c71fcb8f3e0cbdd1f72ec65ed7a5253e1015e180 --- /dev/null +++ b/params/D00088.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 3.713624924e-02,5.783119425e-02,3.546042740e-02,5.009084009e-03,-3.697424382e-02,-1.280455589e-01,1.003045440e-01,-4.122069776e-01,-6.017736718e-02,-6.057380699e-03,-1.813259535e-02,2.850444615e-01,-2.542333603e-01,3.422877192e-01,-1.855949163e-01,-3.172846977e-03,-1.776084006e-01,-8.486467600e-02,1.897551715e-01,-7.519480586e-02,6.682864577e-02,2.879763208e-02,-3.153788447e-01,2.928686440e-01,2.537243068e-02,1.333165914e-02,4.852904473e-03,-1.094272137e-01,-1.673146486e-01,-4.190740734e-02,-1.820932180e-01,-3.442310262e-04,-2.049760967e-01,-2.036494613e-01,-3.085481822e-01,-1.052228734e-01,-3.802356869e-02,-2.713015676e-01,-5.579183102e-01,-1.025066525e-01,-1.430877894e-01,-1.744264388e-03,-2.263848335e-01,8.171378821e-02,-4.139876664e-01,-2.443549596e-02,7.439792156e-02,-1.131826662e-03,2.232405357e-02,-2.690581419e-02,-2.778441273e-02,-2.815267630e-02,-2.785160542e-01,6.575255841e-02,5.128747821e-01,1.014723852e-01,-5.470726267e-02,-2.275771648e-02,-7.893469185e-02,-2.123137414e-01,5.387116671e-01,-3.238019049e-01,2.431856394e-01,-1.649793237e-02,-1.667428911e-01,-1.153594330e-01,-1.811632514e-01,-7.821179181e-02,1.068074480e-01,-1.836006939e-01,9.554091841e-02,-2.152896225e-01,-4.745332897e-02,-2.900812216e-02,-3.960769996e-02,1.286796927e-01,1.138960421e-01,-1.338641047e-01,-2.035865188e-01,2.000006847e-02,-6.473106891e-02,-1.028978452e-02,1.590318233e-01,1.924436688e-01,-2.536726296e-01,1.465460062e-01,-3.686668277e-01,2.963266671e-01,-1.623878628e-01,4.018609971e-02,-1.108877063e-01,-2.199261338e-01,-2.452326864e-01,-2.673646510e-01,-1.272442788e-01,-2.774528973e-02,-1.861289591e-01,-1.237841845e-01,-2.380836959e-04,-1.978851706e-01,-5.470843613e-02,-2.554948628e-01,-2.667786181e-01,-1.236895323e-01,-4.222311452e-02,2.951301867e-03,1.417733580e-01,2.165836990e-01,3.701432422e-02,2.549069524e-01,3.326453865e-01,-2.865003422e-02,9.587758034e-02,-8.404501714e-03,-9.042438120e-02,-1.202906966e-01,-8.532653004e-02,-1.105480734e-02,2.790696323e-01,-7.748953998e-02,1.858323999e-02,-2.983970381e-02,-3.108555377e-01,-8.016893268e-02,-2.019342184e-01,9.629558772e-02,-5.287413299e-02,1.579587162e-02,1.486571431e-01,-8.169141412e-02,7.545138896e-02,-6.074388046e-03,1.087374166e-01,1.331123710e-02,-4.795566201e-03,-1.667226106e-01,-3.751781285e-01,1.918440871e-02,1.135027632e-01,1.107594892e-01,-2.923619449e-01,5.864802003e-01,-1.882337928e-01,3.261897266e-01,-4.586329460e-01,-1.347430944e-01,1.165325120e-01,1.889507025e-01,-4.507649541e-01,-1.040727179e-02,1.306905001e-01,2.564463615e-01,2.506475747e-01,1.333936676e-02,-1.258586347e-02,-1.803035736e-01,2.299716473e-01,-2.578241825e-01,2.733918373e-04,-1.867114455e-01,-5.254274607e-01,1.112013403e-02,-1.088360175e-01,-3.267414272e-01,-1.092479229e-01,-3.136944175e-01,-6.130968332e-01,-1.954649538e-01,-1.593004465e-01,-2.098158188e-02,-3.280837536e-01,2.024047226e-01,2.095993608e-02,-4.665976018e-02,2.419399470e-01,-5.050178617e-02,5.134125948e-01,-5.259149894e-02,-1.966063082e-01,-6.250586361e-02,1.646494716e-01,3.869361710e-03,2.250980735e-01,-1.440990064e-02,5.141127482e-02,-3.029099107e-02,-9.200369567e-02,-8.642982692e-02,-2.563373148e-01,-3.338423073e-01,-1.051980928e-01,-1.114411652e-01,2.243254799e-03,-1.096345484e-02,-3.273280570e-03,-8.097582310e-02,-5.571725965e-01,1.000984479e-02,7.106080651e-02,1.574060768e-01,-3.416042030e-01,-2.502305619e-02,-1.034319475e-01,1.964638829e-01,-1.632742435e-01,3.700193763e-02,-1.299752295e-01,1.940854080e-02,-4.879662395e-01,-8.063414693e-02,3.299698532e-01,1.663775444e-01,3.160868883e-01,-2.704417109e-01,1.659949273e-01,-6.670952588e-02,-1.405309327e-02,3.525693715e-02,5.036135912e-01,-2.886328101e-01,-1.847980320e-01,-3.186438084e-01,6.219374388e-02,-2.487124205e-01,-4.004026055e-01,-1.925533712e-01,-3.346930742e-01,-7.906941324e-02,7.649867237e-02,-3.068258464e-01,-3.463588953e-01,-6.414736062e-02,-1.303084474e-02,-2.703623474e-02,-4.309715331e-01,3.548670411e-01,2.914286256e-01,3.472987115e-01,2.025341243e-01,3.559726477e-01,5.635499954e-01,2.605912648e-02,-1.058968604e-01,-2.100337148e-01,-1.221763045e-01,2.638225555e-01,-1.512150019e-01,-1.467122138e-01,1.361323893e-01,-1.561951824e-03,-2.882815599e-01,-2.167007774e-01,-2.417497784e-01,-1.166410223e-01,-1.847811341e-01,-1.478108615e-01,1.065606326e-01,6.958748400e-02,2.775271982e-02,1.131959781e-01,-2.468361557e-01,4.027762450e-03,1.040216312e-01,4.372212291e-01,-1.670377553e-01,-6.507401820e-03,-1.224961281e-01,2.671736479e-01,7.792080045e-01,3.062386215e-01,-3.797210753e-01,1.416139752e-01,-3.794252872e-01,-3.992188349e-02,3.213488311e-02,6.795031484e-03,1.630067676e-01,-2.026210725e-01,2.596233040e-02,-1.514198929e-01,-1.175499335e-01,-1.970716566e-02,3.957887888e-01,-3.416514993e-01,-2.836184502e-01,-2.620305121e-01,3.359704018e-01,-1.252528131e-01,-6.220133305e-01,-1.892840723e-03,-1.303188205e-01,-1.637559533e-01,-4.446714520e-01,-5.250295997e-01,-1.191452295e-01,-5.120421052e-01,2.548714578e-01,-1.459947787e-02,-3.940041065e-01,1.972598881e-01,3.815858217e-04,-1.070259046e-02,-3.036881238e-02,9.515324980e-02,5.724287629e-01,-2.851660848e-01,-4.232162610e-02,-1.605544835e-01,2.425230443e-01,4.191837907e-01,-2.707138062e-01,1.059610173e-01,-2.031439245e-01,2.356934175e-02,-1.972620934e-01,-7.576172799e-02,-7.910550237e-01,-8.387225866e-02,2.349977009e-02,-1.323459744e-01,-5.134212971e-02,-3.532581776e-02,1.092851609e-01,6.159083545e-02,-1.198126599e-01,-2.149077803e-01,1.044719890e-01,4.449789524e-01,4.822856784e-01,-2.009052783e-02,3.236723840e-01,2.763277888e-01,2.414310537e-02,-1.873287261e-01,-5.752990246e-01,9.888394177e-02,-5.727016330e-01,1.206342056e-01,-1.892990917e-01,-2.997372746e-01,2.086627483e-01,-4.796538055e-01,4.620416835e-02,-1.270233840e-01,-1.089378521e-01,-1.545220613e-02,-1.713247448e-01,-3.425122797e-01,4.107225835e-01,-2.425362915e-01,1.060270742e-01,-1.750357747e-01,-2.642728984e-01,-1.404277682e-01,-6.472324580e-02,-4.285430908e-02,-6.207857728e-01,-4.302320778e-01,-2.586282194e-01,-2.715297341e-01,-9.061554819e-02,3.027131082e-03,6.157085299e-02,2.652484775e-01,-2.580893636e-01,4.933649004e-01,1.928490400e-01,1.285552680e-01,5.646992326e-01,-2.031512260e-01,2.914431319e-02,7.725986093e-02,2.435694635e-01,8.196312785e-01,-1.527005136e-01,-1.681635976e-01,-5.149480700e-01,1.490261592e-02,-5.315198302e-01,-1.513659656e-01,-4.744458497e-01,-1.144453064e-01,2.270722687e-01,-7.140731066e-02,-1.329964250e-01,4.545424879e-02,-1.379646659e-01,-1.085403562e-01,-3.673817813e-01,-1.769844145e-01,4.484253749e-02,8.496435881e-01,2.415258288e-01,3.612206504e-02,2.224075496e-01,2.162249386e-01,-2.832005322e-01,-7.942584157e-02,-3.318386525e-02,1.885895729e-01,-3.168737590e-01,-3.619041666e-02,1.019358262e-01,-2.259806097e-01,1.154699400e-01,-5.243782401e-01,-1.448449790e-01,-6.180544496e-01,6.030128896e-02,-2.471835166e-02,-1.617268473e-01,-1.623440236e-01,5.403277874e-01,-1.077913791e-01,4.222220182e-01,-1.644829065e-01,-4.304980040e-01,-1.575452685e-01,1.914444007e-02,-1.857525259e-01,-1.937815398e-01,-5.399263501e-01,-1.040424313e-02,-3.412449062e-01,-3.386552036e-01,-3.979704343e-03,-2.010238916e-01,1.497687548e-01,-5.297676921e-01,5.458743125e-02,5.129583925e-02,-2.171014808e-02,5.575276613e-01,-1.109376028e-01,-9.617220610e-02,3.157516420e-01,1.596699655e-01,9.366750717e-01,-1.495729387e-01,-1.078895573e-02,-1.965333670e-01,-2.551077865e-02,-1.785767078e-01,-1.559761763e-01,-2.434231155e-02,8.246739954e-02,-4.899482727e-01,-2.171676420e-02,-2.587338537e-02,7.292358577e-02,-6.665463746e-02,-2.786725760e-01,1.265011579e-01,1.048140600e-01,-4.635344259e-03,6.181321144e-01,-2.804609835e-01,-2.643691748e-02,-3.549124002e-01,1.568633616e-01,-2.152306736e-01,-3.907978535e-02,-1.808166653e-01,1.012695860e-02,-7.051048875e-01,-9.144437313e-02,5.393245816e-02,-2.192222625e-01,8.284114301e-02,-5.650287867e-01,2.393089831e-01,-2.423228621e-01,-2.496656179e-01,2.360200509e-02,-1.991290301e-01,-1.965289265e-01,8.570843190e-02,-2.372416407e-01,-9.330298752e-02,-2.658538818e-01,-7.509669289e-03,-8.722219616e-02,8.933563367e-04,-2.737464011e-01,-2.995829582e-01,-5.497986674e-01,-3.467477262e-01,2.324842662e-01,-1.408896744e-01,-1.756067201e-02,-4.631484151e-01,1.808488965e-01,-2.102356404e-01,1.694100201e-01,7.008275390e-02,2.084351778e-01,4.168018699e-01,-1.514412165e-01,-1.006684899e-01,5.686662197e-01,-1.965658814e-01,7.057849169e-01,-1.503489614e-01,-7.274502516e-01,4.380066991e-01,3.002598882e-03,6.969537139e-01,-9.648403525e-02,3.950687125e-02,5.494029075e-02,1.545181870e-01,2.864574455e-02,1.441733688e-01,1.200514138e-01,-2.217212319e-01,-1.955708563e-01,4.057733417e-01,-1.730387658e-02,1.705500335e-01,4.979338869e-02,-3.973394632e-01,1.034231111e-02,-4.024097323e-01,1.145736948e-01,-2.158218920e-01,-4.996924195e-03,9.772308171e-02,7.707279874e-04,6.182732806e-02,-3.231039047e-01,-5.497125443e-03,-3.108937740e-01,-6.542131901e-01,-4.887520671e-01,1.054688916e-02,-6.428190470e-01,-3.415806890e-01,-2.439136431e-02,-4.477297664e-01,-1.709246188e-01,-4.379789531e-02,-1.237055883e-01,4.489392042e-02,-4.540202022e-02,-3.877172768e-01,-8.096746355e-02,2.364051156e-02,-2.754132450e-01,1.681358963e-01,-2.965963185e-01,-3.752690852e-01,-2.522958517e-01,-3.390070796e-01,-1.041044667e-02,-5.071450472e-01,2.080518901e-01,1.260879263e-02,1.264342815e-01,3.047977090e-01,1.163135394e-01,-1.400268972e-01,2.691336721e-02,9.008205682e-02,5.794084668e-01,-2.063469589e-01,4.975755215e-01,-6.467231363e-02,7.248726487e-01,8.444228172e-01,6.153356750e-03,1.036782742e+00,-1.067534909e-01,-4.997614026e-02,-4.830548912e-02,-4.997244179e-01,-9.186458588e-02,1.977235079e-01,-1.715096235e-01,-1.718324721e-01,-1.007068455e-01,2.449658215e-01,-1.408059299e-01,1.084609181e-01,9.628327489e-01,-2.062056065e-01,-6.712119095e-03,3.598465025e-02,9.367385507e-02,1.644519418e-01,-3.376847878e-02,-1.597211063e-01,-5.158941448e-02,-3.562133908e-01,-1.329078376e-01,-3.234697282e-01,-2.516472042e-01,-7.568525523e-02,8.235199004e-02,-2.667239010e-01,-3.401102126e-01,-3.829600513e-01,-1.302745100e-02,-2.916435897e-01,-1.223437935e-01,-1.336894631e-01,-1.269412041e-01,-4.721026123e-01,-4.729092121e-02,5.111601353e-01,-4.508279264e-01,7.711625695e-01,-1.544234306e-01,1.439445745e-02,-4.500797391e-01,-1.393742710e-01,6.731522083e-02,-3.618883491e-01,-4.536347464e-03,-5.144807696e-01,2.074488401e-01,-2.070869058e-01,1.540437248e-02,-1.814744622e-01,-7.917530090e-02,-6.749660969e-01,4.976716042e-01,-3.894672990e-01,3.019795716e-01,-4.713777900e-01,2.038369775e-01,3.724214435e-02,-8.091617227e-01,7.188945413e-01,5.646036472e-03,4.520943761e-01,-1.316159666e-01,-1.204670891e-01,9.479588270e-02,7.655010223e-01,1.575027704e-01,-2.104673088e-01,-3.425171971e-01,-2.102694958e-01,3.878951073e-01,4.270712286e-02,-3.005495071e-01,-2.961390316e-01,3.047172427e-01,-3.929447532e-01,1.032020431e-02,-6.252647936e-02,1.875150204e-01,-2.131586075e-01,-1.502508968e-01,5.679008961e-01,1.804191433e-02,-2.912947908e-02,-3.815182745e-01,3.227046728e-01,-4.746805727e-01,9.145762026e-02,2.713452838e-02,-6.142952293e-02,-5.123177767e-01,-2.022295892e-01,-2.746721171e-02,-6.116648391e-02,-1.761294007e-01,3.765005618e-02,2.870289385e-01,4.583167136e-01,1.912021264e-02,4.429211318e-01,-4.888630807e-01,2.609671056e-01,-2.536866069e-01,-3.439675570e-01,5.516865849e-01,-2.932192981e-01,2.570906878e-01,4.605568945e-01,3.371897386e-03,-8.745031059e-02,2.324888110e-01,5.096719041e-02,3.766424581e-02,-4.813210368e-01,7.396011055e-02,-5.266361833e-01,9.542760253e-01,-4.853453934e-01,1.362632513e-01,-7.658265531e-02,-5.822485685e-01,3.918550611e-01,-1.691600680e-01,-9.825634211e-02,-3.969450947e-03,-1.068523154e-01,-1.998980790e-01,-1.725355089e-01,-2.219626755e-01,-5.952599049e-01,-1.326825172e-01,-1.108950004e-01,-1.354945004e-01,-3.100619912e-01,-4.133163989e-01,2.273465507e-03,1.714707166e-02,-3.716975451e-02,5.922994018e-01,-1.988667101e-01,-5.770599470e-03,-1.089555994e-01,7.100406289e-02,-1.130064130e-01,-1.033039168e-01,-1.428992003e-01,-5.523885041e-02,-4.179258645e-02,-3.424130380e-01,7.262163162e-01,3.315204084e-01,-4.167101979e-01,1.104705259e-01,-4.931973517e-01,-5.463547111e-01,2.094298005e-01,-8.702605963e-03,-3.517829180e-01,-1.213143989e-01,-8.203423768e-02,-2.469556779e-01,-4.818646312e-01,-2.273340970e-01,4.541610181e-01,-4.265031815e-01,-1.819587201e-01,6.278993934e-02,-2.031395584e-01,-3.513988554e-01,4.738700017e-02,1.241971646e-02,2.551374398e-02,-1.395658497e-02,1.015541404e-01,2.017535418e-01,-2.027905434e-01,2.396067083e-01,5.429734588e-01,1.627462730e-02,-6.239134073e-01,6.463604569e-01,-3.478033543e-01,-1.855505407e-01,3.320667446e-01,-7.964885235e-02,2.224537134e-01,-1.801415235e-01,-2.693737149e-01,1.284487825e-02,3.881060705e-02,-1.055427492e-01,9.946691245e-02,5.983722210e-02,3.329526633e-02,2.454825193e-01,-4.097881019e-01,3.783364594e-02,-1.845047623e-02,1.370016932e-01,-4.128625691e-01,-1.649814099e-01,-3.158748150e-02,4.657645524e-01,7.624273002e-02,-2.967633680e-02,1.860974357e-02,9.309761226e-02,-3.596426547e-01,-1.808030456e-01,-6.965661794e-02,8.693384379e-02,5.930562019e-01,-2.577917576e-01,-8.890579920e-05,-2.256291360e-01,-2.550430894e-01,-3.259587884e-01,-4.284000099e-01,-4.896039069e-01,-5.282960087e-02,-8.293648250e-03,-4.031671286e-01,-1.630549431e-01,-2.329053879e-01,-2.252270877e-01,-1.452215910e-01,9.261671454e-02,8.374913037e-02,2.539476566e-02,3.410071880e-02,-3.481030166e-01,-3.887929022e-01,-3.078916371e-01,3.786872029e-01,-7.112824917e-02,-2.968544662e-01,-1.465176977e-02,-3.188631535e-01,1.963202059e-01,-3.521466851e-01,3.090376221e-02,-1.379804164e-01,-1.091496348e-01,-5.913555622e-01,-6.464432180e-02,-1.305602193e-01,2.334943414e-01,7.715846896e-01,4.918833077e-01,-1.813682318e-01,-2.352599241e-02,3.984801844e-02,3.620816022e-02,3.847961426e-01,-8.134533465e-02,6.470205188e-01,3.242783248e-01,3.040585816e-01,-8.953787386e-02,-3.865120113e-01,2.543566227e-01,-7.231109589e-02,-6.601899862e-03,-1.485948265e-01,-1.111505553e-01,-1.941619068e-01,4.174900651e-01,4.586261138e-02,-3.073292598e-02,3.139870986e-02,1.337259561e-01,-4.394249618e-01,-2.376217693e-01,1.634596437e-01,-1.007402837e-01,4.763026237e-01,-1.422591060e-01,-2.523629069e-01,-3.871697485e-01,-5.396380424e-01,-4.494015574e-01,2.786220908e-01,-3.314260542e-01,-3.333502412e-01,-1.047179103e-02,-5.664911270e-01,-4.936942458e-02,-3.566952348e-01,5.937113613e-02,8.467788249e-02,2.191158244e-03,-8.345941454e-02,-2.949648798e-01,4.312601686e-01,-1.328038275e-01,-5.035144687e-01,-2.579770088e-01,3.171541542e-02,-1.911522895e-01,-3.685684502e-02,-1.227397658e-02,-2.655603290e-01,1.215118468e-01,-3.270990252e-01,-2.989024855e-02,-1.302847117e-01,8.811999857e-02,-3.280676603e-01,-7.770467550e-02,-2.204528004e-01,3.218629360e-01,9.049381018e-01,5.139235258e-01,-3.782825172e-01,-1.543628890e-02,9.215666354e-02,3.726990148e-02,4.817457497e-01,-1.599659175e-01,8.260819316e-01,1.579959393e-01,-1.659915149e-01,-9.532608092e-03,-2.867450714e-01,4.156498909e-01,1.375804096e-01,7.744029164e-02,-1.364553627e-02,1.286927313e-01,-6.103040576e-01,2.550267577e-01,6.535233557e-02,-4.374448210e-02,2.021231502e-01,-3.911655769e-02,-3.768170178e-01,-1.375489533e-01,1.415795237e-01,-1.519961357e-01,-3.580418602e-02,-8.548557758e-01,5.677572917e-03,-1.560318470e-01,-3.395794332e-01,-4.590257704e-01,3.459802270e-01,-3.697097898e-01,1.967632771e-02,3.644170240e-02,-6.431465149e-01,-1.013096720e-01,-2.646040916e-01,-6.309381872e-02,-2.854697108e-01,-1.219321862e-01,1.513762679e-02,-2.925208509e-01,-3.189592808e-02,-2.219937444e-01,-3.874913454e-01,-6.387906522e-02,7.144537568e-01,-1.265539229e-01,-4.672275856e-02,1.300420263e-03,-2.207536623e-02,3.171698749e-01,-4.664453492e-02,1.290399879e-01,-1.521709561e-01,1.481490433e-01,-1.557773165e-02,4.734390676e-01,-2.252354622e-01,9.604512900e-02,4.559192359e-01,9.183043987e-02,-7.106013298e-01,1.196268201e-01,-2.709554732e-01,-1.088103093e-02,1.454453021e-01,-1.294988245e-01,3.916895390e-01,2.357154526e-02,2.461204976e-01,1.052771732e-01,9.118320048e-02,1.397151407e-02,-8.458207548e-02,1.687260568e-01,1.642863452e-01,5.906748399e-02,-7.899410725e-01,2.664866447e-01,7.438182831e-02,-6.137473509e-03,6.681781262e-03,-5.081936251e-03,-1.936614811e-01,-9.970661253e-02,2.219744772e-01,1.024760306e-03,-2.707975209e-01,-2.685369924e-02,-4.215435311e-02,-1.509883851e-01,-4.020378292e-01,-4.013928473e-01,8.064703941e-01,-2.140173018e-01,-1.893305331e-01,-1.626069471e-02,-2.813225091e-01,-2.101972699e-01,-3.666116595e-01,-1.015035361e-01,-1.667480916e-01,-7.282779366e-02,-9.515693039e-02,-5.350679755e-01,2.304822952e-01,-1.518034637e-01,-3.515274823e-01,-8.253541775e-03,1.140946075e-01,-7.777117658e-03,9.870871156e-02,1.135757193e-02,-5.114176497e-02,1.656779200e-01,5.423309281e-02,-1.794443130e-01,-1.120673418e-01,4.233184271e-03,-4.850699380e-02,2.895295322e-01,-2.158830166e-01,-6.938213110e-02,3.031491935e-01,4.402519763e-02,-3.892847002e-01,-1.645675451e-01,-2.173594534e-01,-4.098683130e-03,8.375876583e-03,9.496805072e-02,2.075673044e-01,3.297370076e-01,6.127535366e-03,4.693174362e-02 +thresholds = -1.292041898e+00,-1.033389449e+00,-4.522199035e-01,-8.166246414e-01,-1.145831466e+00,-1.218848109e+00,-1.044412017e+00,-4.804742634e-01,-9.311102033e-01,-7.005954534e-02,-1.275700927e+00,1.837437302e-01,-1.189359546e+00,-2.018154711e-01,-1.984506249e-01,-8.353895694e-02 +weights1 = 2.928040922e-01,-8.541787416e-02,3.018885851e-01,-2.891560830e-02,8.660186827e-02,-6.606039405e-02,-1.637948453e-01,1.086575910e-01,4.739201814e-02,8.068384975e-02,1.334344447e-01,-8.499605954e-02,-5.203993246e-02,3.835048378e-01,1.316604018e-02,1.054061726e-01,-1.171675026e-01,8.983191103e-02,-5.235207453e-02,2.084908932e-01,-5.707882345e-02,1.125803590e-01,-2.579019219e-02,1.825159788e-01,3.215785697e-02,-1.291348040e-01,3.147401214e-01,-1.091617569e-01,-1.140844151e-01,-4.602574930e-02,-7.728675753e-02,-1.231847797e-02,5.685598031e-02,-2.688027546e-02,1.186152026e-01,-6.633091718e-03,1.070094332e-01,-3.621935844e-02,-4.971318692e-02,3.412128985e-02,-9.243550897e-02,1.755722240e-02,1.895172335e-02,-7.353196293e-02,6.942646950e-02,-2.228505909e-03,-5.624439940e-02,-8.509525657e-02,5.402939278e-04,1.006828323e-01,9.199144691e-02,7.668176293e-02,-7.108978927e-02,-2.812880557e-03,-1.065455191e-02,-8.900325745e-03,8.006110787e-02,1.867937483e-02,3.214849567e-04,-1.422979962e-02,-4.770760983e-02,-1.345428675e-01,-1.325594820e-02,5.699976161e-02,2.196254730e-01,1.177785322e-01,1.586426795e-01,6.614869088e-02,-4.671384022e-02,3.766322881e-02,-1.037993878e-01,-3.433404118e-02,-4.676038772e-02,-3.459007293e-02,1.248521060e-01,-1.681799144e-01,2.790369838e-02,2.961358428e-01,-2.643281035e-02,4.470688850e-02,-2.001707107e-01,-5.836098641e-02,3.153907135e-02,9.163734317e-02,1.150463335e-02,1.679207385e-01,-3.433342278e-02,5.639997870e-02,2.259095013e-02,2.012250386e-02,2.656562030e-01,-1.501223892e-01,2.869719453e-02,-5.761147663e-02,-3.326165080e-01,9.460967034e-02,-5.338104069e-02,9.892475791e-03,-8.261094987e-02,1.801589690e-02,1.257392019e-01,2.953038923e-02,5.945773050e-02,-2.669203095e-02,-9.969347715e-02,-5.430397391e-02,-1.352564842e-01,3.548114002e-02,-4.914919287e-02,3.504677862e-02,-5.417564139e-02,-8.012738824e-02,-2.396558970e-02,1.789937541e-02,1.949049905e-02,-4.614272341e-02,4.952214658e-02,1.626572385e-02,-8.707626723e-03,-5.301408842e-02,-8.012370765e-02,-8.790978044e-02,-5.790683627e-02,-2.609285899e-02,-1.242037676e-02,1.764419116e-02,-1.323749572e-01,-3.582630772e-03,2.046025097e-01,-2.765394151e-01,3.619772494e-01,8.772803843e-02,1.688854098e-01,-1.038426813e-02,8.190004528e-02,-4.209678248e-02,7.534348220e-02,1.778633893e-01,9.854860604e-02,2.822227478e-01,-3.278603777e-02,2.580258548e-01,1.388755590e-01,1.753667891e-01,-1.448844522e-01,1.420392245e-01,1.252807528e-01,1.930726171e-01,2.411688678e-02,2.136806101e-01,2.349592559e-02,3.673314676e-02,1.447072625e-01,-1.816450953e-01,3.350732327e-01,9.819368273e-02,-7.365004718e-02,-1.042043138e-02,2.270117700e-01,-1.219513640e-02,-3.813258559e-02,3.999299183e-02,-2.657244913e-02,-1.384964772e-02,4.686485231e-02,-4.580090567e-02,-8.731144667e-02,-1.062757075e-01,-1.105270609e-01,-2.404565923e-02,1.690310426e-02,5.159133300e-02,5.216793157e-03,9.129395708e-03,-4.005328193e-02,-1.242053285e-01,5.271925777e-02,5.155431107e-02,-5.778648332e-02,3.421270102e-02,-1.104825288e-01,-6.422754377e-02,-5.673637614e-02,-2.134220488e-02,-7.961275429e-02,-1.045716107e-01,-1.008497328e-01,7.989717647e-03,-5.282982811e-02,-5.452369153e-02,5.172052607e-02,-4.677556455e-03,2.618000805e-01,4.985360801e-02,2.326595783e-01,-7.172932476e-02,1.661542207e-01,-1.456410289e-01,-3.201909736e-02,5.952463672e-02,-1.189623177e-01,4.991341382e-03,7.003437728e-02,-9.496541321e-02,-3.501532227e-02,2.390794158e-01,-7.048173994e-02,3.664263058e-03,-1.274147332e-01,-2.529909089e-02,-2.525847591e-02,1.685303301e-01,7.738830149e-02,1.325617582e-01,-4.447092861e-02,3.851515427e-02,-8.919968456e-02,-1.004071012e-01,2.531460226e-01,4.140278324e-03,-1.334984694e-02,1.012541912e-02,-1.053552479e-01,-7.922428846e-02,-5.237795413e-02,4.198174924e-02,-5.838960782e-02,-8.820679039e-02,-2.458471572e-03,-5.443003029e-02,-4.412608221e-02,4.290091339e-03,-1.200974137e-01,7.540955674e-03,-5.208146945e-02,-5.986548960e-02,-7.945721596e-02,-4.068422131e-03,-4.887825344e-03,-1.256007105e-01,6.209868938e-02,-5.577894859e-03,1.179137677e-01,2.366305888e-02,-1.937339641e-02,2.750377543e-02,-6.540030986e-02,-1.966032200e-02,-1.609723270e-02,-4.174708202e-02,6.058061868e-02,3.058070503e-02,1.675303653e-02,1.575322635e-02,1.537553966e-01,1.379002184e-01,2.413664907e-01,3.608032688e-02,1.937180459e-01,-5.410386715e-03,1.489610076e-01,-1.162459403e-01,2.570919320e-02,4.455932602e-02,-1.849950552e-01,1.203078628e-01,1.907430142e-01,4.912402108e-02,-7.572702318e-02,1.986807287e-01,-2.239051461e-02,6.358353794e-02,-1.304739416e-01,1.550850123e-01,-4.935359210e-02,9.464730322e-02,3.617144376e-02,2.191887349e-01,-4.561837763e-02,-7.615578175e-02,1.604533792e-01,-5.621145293e-02,3.181730509e-01,9.738535434e-02,-8.297055215e-02,9.661110491e-02,-1.976374537e-01,6.847870350e-02,-8.514062315e-02,-1.504769828e-02,-4.869474098e-02,1.081802323e-01,-5.976711400e-03,9.944223613e-02,-5.349238217e-02,2.122565173e-02,-1.732076053e-03,2.959514596e-02,4.995772615e-02,6.301046815e-03,-4.691125825e-02,6.627814472e-02,2.022872306e-02,-3.190610930e-02,3.199863434e-02,1.752935648e-01,9.520582855e-03,1.339224284e-03,7.665530313e-03,6.894868612e-02,3.007483110e-02,1.301219463e-01,-2.064768411e-02,2.273563668e-02,-3.049419029e-04,-3.573653102e-02,-4.407761618e-02,8.499669284e-02,-8.855836093e-02,-2.618757077e-02,2.855590582e-01,1.178824157e-01,2.043596208e-01,-1.088021770e-01,8.614306897e-02,3.896703199e-02,-3.486405686e-02,-7.166949660e-02,-1.403478533e-01,1.638371944e-01,1.059071645e-01,-1.394595355e-01,7.942949235e-02,3.208235204e-01,-9.374928474e-02,2.259584367e-01,-1.681181937e-01,-2.415436506e-02,-8.881934732e-02,2.449354529e-01,-4.374171048e-02,2.078574747e-01,-4.207237810e-02,-1.323813014e-02,5.899092555e-02,7.852579583e-04,3.776572943e-01,-2.073853165e-01,-2.022131532e-02,1.850918494e-02,-2.195967883e-01,3.598544374e-02,-6.688981503e-02,-7.399382535e-03,-6.675152481e-02,-1.831329055e-02,-8.080779761e-02,-6.760425866e-02,-3.531199694e-02,1.173296645e-01,3.656178340e-02,-1.100499704e-01,-9.255429357e-02,-4.412679002e-02,-1.080905497e-01,-4.271968454e-02,-1.845380478e-02,-1.117300615e-02,7.608826458e-02,1.297646165e-01,-4.251826555e-02,1.218189206e-02,8.528271317e-02,-2.022649534e-02,-5.059435591e-02,-7.312157005e-02,-1.805008203e-02,-6.345508248e-02,-7.986862957e-02,-1.548272558e-02,-2.937165461e-02,4.578878731e-02,-4.101736844e-02,-5.114385486e-02,3.411869705e-01,-1.126961783e-01,4.261920750e-01,-8.309624344e-02,1.855179667e-01,-8.894149959e-02,-1.079291552e-01,2.698543668e-02,-4.934845958e-03,2.652248144e-01,1.616248637e-01,-6.581307948e-02,-5.650733784e-02,2.603071630e-01,-2.043687273e-03,6.677615643e-02,-1.118929163e-01,7.480572164e-02,3.089599684e-02,1.305736750e-01,1.583288424e-02,1.524633169e-01,5.134303495e-02,1.628410667e-01,1.742910892e-01,-1.132639796e-01,4.474674165e-01,1.364072412e-01,6.384745240e-02,-1.198761761e-01,2.414353043e-01,-4.791656043e-03,3.969340399e-02,-4.653490148e-03,8.636718243e-02,-4.346083477e-02,-5.543532316e-03,-9.049870074e-03,2.215798013e-03,-3.995114937e-02,5.052430928e-02,1.193174571e-01,2.287996933e-02,-9.700819105e-02,6.459869444e-02,4.157302529e-02,-1.992891170e-02,-5.058278516e-02,-8.351272345e-02,-3.403678536e-02,-4.511762410e-02,3.855941817e-02,-4.025923088e-02,-1.046022400e-02,-7.627958059e-02,4.157502204e-02,-5.714084022e-03,-7.057856768e-02,1.810048223e-01,-3.562823404e-03,3.458517836e-03,9.338714182e-03,-1.592590846e-02,2.679291368e-02,-2.531634569e-01,9.145118296e-02,-4.849052727e-01,-2.635039622e-03,-3.411060870e-01,4.125814140e-02,6.012456864e-02,-2.443105876e-01,-1.495883521e-02,-3.633989692e-01,-1.682584733e-01,-6.862851232e-02,-6.248091534e-02,-3.383655846e-01,2.711185813e-02,-7.761391252e-02,1.698627323e-01,-5.440311432e-01,-8.717973530e-02,-1.160819530e-01,-3.659036011e-02,-9.810819477e-02,1.246540807e-02,-4.292145967e-01,-4.123931825e-01,7.130566239e-02,-2.341593355e-01,-2.008640766e-01,4.319449142e-02,-1.649650559e-02,-9.840743989e-02,-4.551455081e-01,-3.338547349e-01,6.488249451e-02,-4.745144248e-01,-2.964292094e-02,-2.497551143e-01,-4.936117679e-02,-8.364979923e-02,-1.127943173e-01,-3.015168943e-02,-2.852283716e-01,-1.930919737e-01,3.810156882e-02,7.517501712e-02,-4.235205054e-01,1.111910492e-02,-1.264984161e-01,9.068328887e-03,-1.909233630e-01,-5.269876122e-02,-2.563409805e-01,-9.249633178e-03,-1.926853508e-01,-6.627472490e-02,-1.979270577e-01,-2.553936541e-01,-1.449796930e-02,-3.842828870e-01,-6.434518844e-02,9.154476225e-02,-9.146992117e-02,-2.570774220e-02,-1.898176372e-01,2.121534199e-01,-9.823437780e-02,3.243968785e-01,3.938629478e-02,1.513313502e-01,-4.001265019e-02,-5.630359799e-02,-1.741507836e-02,1.164146289e-01,2.014726847e-01,9.667527676e-02,-3.345933557e-02,3.860597685e-02,1.594480127e-01,8.407697082e-03,1.282460392e-01,-1.256108880e-01,2.022051960e-01,8.819824457e-02,1.886294186e-01,6.538296491e-02,1.550807953e-01,3.929996490e-02,4.596500099e-02,1.783039272e-01,-7.286247797e-03,2.738498747e-01,-3.483878449e-02,-9.428764880e-02,6.376700848e-02,-6.638339162e-02,1.680632979e-01,-2.130166255e-02,6.738096476e-02,-8.032871783e-02,8.994841576e-02,8.530599624e-02,-4.233581573e-02,3.696178272e-02,3.496165574e-02,-8.488214575e-03,-8.442223817e-02,-2.183353342e-02,-5.190424621e-02,-2.593594603e-02,-5.774900690e-02,1.229537372e-02,1.779721491e-02,-3.296145424e-02,3.312335908e-02,-1.952150650e-02,-5.648231879e-02,-5.057587847e-02,2.847845666e-02,1.225122623e-02,6.943058968e-02,1.043813303e-02,-8.241114765e-02,-3.418934345e-02,-8.379821479e-02,4.467291385e-02,-4.380483180e-02,-2.405303717e-02,-2.120277099e-02,1.474583149e-02,-1.763371937e-02,2.418591874e-03,-9.253881872e-02,9.666586667e-02,-6.022726372e-02,3.654902056e-02,2.398529090e-02,-2.831879770e-03,-1.191283688e-01,5.997791886e-02,-6.323192269e-02,8.110194467e-03,1.750246808e-02,-1.685912348e-02,-6.790098548e-02,8.113853633e-02,5.980398506e-02,2.290190943e-02,1.097402722e-01,2.699729754e-03,-4.383457080e-02,-9.437272698e-02,-1.674237102e-02,5.871175602e-02,5.627389997e-02,7.088255882e-02,-9.623517096e-02,-4.452958703e-02,-1.043691039e-01,3.555010632e-02,-5.371324718e-02,-5.867310986e-02,6.082012132e-02,1.147965994e-02,-2.886747196e-02,-1.202335861e-02,6.495951116e-02,-2.721427940e-02,-8.356870711e-02,1.222311333e-02,5.052655563e-02,3.187657520e-02,-4.856066406e-02,1.339688301e-01,-1.364333779e-01,-8.132470399e-02,-2.296152711e-02,3.204335924e-03,2.695186064e-02,8.114226907e-02,4.532955587e-02,3.274809569e-02,-3.005908988e-02,1.276269704e-01,-1.165469140e-01,7.434277236e-02,2.856841125e-02,2.375725470e-02,-9.458441287e-02,6.857848912e-02,4.954060074e-03,3.087177500e-02,1.151985005e-01,3.220515549e-01,5.528546125e-02,2.855179310e-01,3.978662938e-02,1.552454084e-01,2.505233325e-02,-2.269353531e-02,2.320616692e-02,-1.531221271e-01,8.326657116e-02,1.236464158e-01,1.223414298e-02,3.713007644e-02,3.933343291e-01,-3.496249765e-02,8.496163040e-02,-1.311119944e-01,1.999568194e-01,2.712716348e-02,1.161737144e-01,-6.854519248e-02,4.873077571e-02,1.407182310e-02,5.463122204e-02,2.149158390e-03,4.708281718e-03,3.124235868e-01,-2.241324820e-02,-3.390020458e-03,-8.234376088e-03,-9.723553807e-02,2.542695701e-01,-4.439340904e-02,7.777875662e-02,-6.913776696e-02,-5.972145125e-02,-3.964117542e-02,-6.495773047e-02,5.290460959e-02,-4.619197547e-02,-1.394508481e-01,1.261038706e-02,-4.161737859e-02,-1.122343764e-01,3.524743766e-02,-3.220640123e-03,-1.337447017e-02,-3.469468281e-02,7.671438158e-02,1.972003654e-02,-8.884271234e-02,-7.867169380e-02,-3.583310544e-02,8.874508739e-02,2.516935021e-02,-1.237787679e-02,8.405052871e-02,5.456681550e-02,-1.037079990e-01,1.335357688e-02,2.538119443e-02,-3.774292395e-02,-1.087646931e-01,5.217643082e-02,-6.467816979e-02,-3.824635968e-02,-3.497426212e-01,-2.789227664e-02,-2.096678019e-01,3.658032417e-02,1.291753650e-01,-1.189018227e-02,-2.409117483e-02,-2.227484584e-01,-4.126566276e-02,8.632638305e-02,-1.277060360e-01,-1.262779832e-01,8.224283904e-02,-8.965203911e-02,5.799089372e-02,-1.971521527e-01,5.242795870e-02,-9.573282301e-02,-7.171850652e-02,-1.146717072e-01,3.654447943e-02,-8.366152644e-02,-1.389520317e-01,3.433324397e-02,-2.793910205e-01,3.278884105e-03,-4.602388293e-02,-1.781161688e-02,1.142003238e-01,-5.731199309e-02,-3.242340088e-01,6.784092635e-02,-2.476938218e-01,-2.548869513e-02,-1.350013167e-01,-1.806813665e-02,4.668263346e-02,-8.425045758e-02,6.482759118e-02,-5.846844241e-02,-9.554965049e-02,1.404479146e-01,-3.905162215e-02,-2.636949122e-01,7.155247778e-02,-1.386959553e-01,2.124939412e-01,-1.453472525e-01,-7.473490387e-02,-1.452801973e-01,-2.865239978e-02,-1.954472661e-01,-2.008123696e-02,-1.434779614e-01,-1.783927828e-01,9.278032929e-02,-3.268249333e-01,9.938637167e-02,-8.283283561e-02,2.088858746e-02,3.641262650e-02,-7.046506554e-02,1.748998910e-01,-1.260341704e-01,4.944586456e-01,-2.995692566e-02,2.582581341e-01,-2.310310677e-02,-2.766128816e-02,5.579841509e-02,7.095129788e-02,2.561136186e-01,1.234209165e-01,3.014725819e-02,-4.253356531e-02,2.377715558e-01,-2.590485662e-02,1.119295359e-01,-1.772358865e-01,4.419169128e-01,-8.973835409e-02,1.622121781e-01,-7.389784604e-02,1.494153440e-01,-8.861179650e-02,6.471080333e-02,2.078213543e-01,7.287588716e-02,2.531383932e-01,2.759739459e-01,7.724585384e-02,1.088574529e-02,8.615046740e-02,2.395491600e-01,3.411889449e-02,3.011813853e-03,1.165206879e-01,-5.083701015e-02,6.898840517e-02,-1.871927083e-02,-5.628295708e-03,-4.414298106e-03,7.494426519e-02,1.024153978e-01,-6.422768813e-03,-7.674733549e-02,-5.791350268e-03,-1.232732162e-01,-1.775484532e-02,-5.778533220e-02,-2.962745354e-02,9.267096221e-02,7.746558636e-02,5.909064785e-02,5.040108785e-02,2.971183276e-03,5.534809548e-03,1.065192521e-01,4.070380330e-02,2.800651267e-02,7.622114569e-02,-1.027925499e-02,3.758513927e-02,1.787257195e-02,-8.470620960e-02,1.142105907e-01,3.412092570e-03,-7.520592213e-02,-6.090193987e-01,-6.565749645e-02,-3.665988445e-01,-5.590999871e-02,6.152421236e-02,-1.283432245e-01,4.090500996e-02,-4.353151917e-01,-5.083349347e-02,-1.782049797e-02,-2.097154595e-02,-1.558169276e-01,-4.590258468e-03,-8.662187308e-02,-4.885408655e-02,-4.245102704e-01,2.371808887e-02,7.684565149e-03,3.874969482e-02,-3.306303173e-02,-2.212976664e-02,-1.975192577e-01,-4.425574541e-01,8.015824854e-02,-2.604547143e-01,-2.625476755e-02,-5.226743221e-02,1.114828326e-02,4.676391184e-02,-1.996479183e-01,-8.611900359e-02,-8.174547926e-03,-1.680892147e-02,-8.323827386e-02,-3.294687718e-02,-5.392251164e-02,3.789791092e-02,-6.614355743e-02,2.292131446e-02,-5.973324180e-02,-3.365131468e-02,8.736856282e-02,5.521943420e-02,-4.837962985e-02,-3.340762109e-02,2.281007916e-02,1.246388406e-01,-1.087976769e-01,-5.850618239e-03,-9.033517540e-02,-3.047663160e-02,-8.083731867e-03,3.459127853e-03,5.391369574e-03,-2.828416415e-02,-3.389994800e-02,-3.304301575e-02,1.044785883e-02,-2.014196850e-02,-9.758187830e-02,1.134485677e-01,-1.613627747e-02,-1.032163948e-01,1.488795131e-02,-7.246573567e-01,5.765105039e-02,-4.031776190e-01,-1.171944104e-02,-5.335627869e-02,-1.397081465e-01,-5.276102573e-03,-5.064249039e-01,-1.380547434e-01,-5.101992749e-03,1.229207590e-02,-3.439888358e-01,-2.323026024e-02,6.337822229e-02,4.243821278e-02,-3.623077571e-01,-2.288596332e-02,-1.769011170e-01,2.753896266e-02,-1.627616435e-01,1.867688820e-02,-2.609131932e-01,-4.326695502e-01,-2.109058900e-03,-2.680666447e-01,-6.994965672e-02,-2.522673644e-02,-1.834181137e-02,9.642885625e-02,-2.815867364e-01,6.527362764e-02,-1.017235219e-01,5.446499679e-03,-3.631289583e-03,-5.554300547e-02,-4.317547381e-02,-8.339589834e-02,-9.357520938e-02,6.798710674e-02,3.088308731e-03,8.242242783e-02,-1.430909429e-02,1.696197316e-02,2.398180030e-02,2.266003750e-02,-1.908180118e-02,1.263622940e-01,-2.868249826e-02,2.262724563e-02,-7.096155733e-02,-1.111838408e-02,-5.843274668e-02,-1.526368875e-02,1.877967641e-02,3.768627346e-02,-5.831769854e-02,-5.052540079e-02,-9.726151824e-02,3.776166216e-02,-3.469212726e-02,1.117516384e-01,-4.644571245e-02,-7.523741573e-03,-3.935964033e-02,-3.461712003e-01,-3.187932540e-03,-2.727656066e-01,-1.128158346e-01,-2.749151923e-02,-4.930443689e-02,2.782087959e-02,-1.432502568e-01,-1.296724230e-01,-5.937653407e-02,-1.129678786e-01,-7.849812508e-02,-6.575577706e-02,5.485586356e-03,5.322469771e-02,-2.562037408e-01,-8.543678373e-02,-1.249052882e-01,-1.156955212e-02,-1.153949052e-01,-1.338438410e-02,-1.008827686e-01,-1.492577940e-01,-5.621343385e-03,-1.222619265e-01,7.601625472e-02,3.187166154e-02,-4.123087227e-02,7.682041079e-02,-8.783905953e-02,-1.197163314e-01,-1.553136110e-02,-1.790181398e-01,-3.499595216e-03,-1.425230317e-02,-1.356399967e-03,-2.033236437e-02,1.403703541e-02,7.397043053e-03,-1.111450642e-01,-8.151103393e-04,1.956597902e-02,-1.260586083e-01,-8.200746030e-02,4.117371142e-02,-1.463624765e-03,3.380956873e-02,-5.166866817e-03,-1.239550337e-01,3.512054309e-02,-6.112131104e-02,-6.313039362e-02,-4.945443943e-02,6.913588941e-02,-1.119141430e-01,1.146122813e-01,-1.193501949e-01,-3.193178773e-02,-3.575860336e-02,-6.472489238e-02,3.383849561e-02,1.594188958e-01 +biases1 = -1.821842194e-01,-2.956283465e-02,-7.103272080e-01,-1.837828383e-02,-4.381596446e-01,3.058403308e-05,1.349777430e-01,-1.639572382e-01,1.606705189e-01,-4.174730182e-01,-1.378890574e-01,2.454597652e-01,2.674460120e-05,-3.646734655e-01,7.398885489e-02,-5.849328637e-02,1.539433450e-01,-4.818153977e-01,5.340221897e-02,-1.899655759e-01,-3.533670446e-03,-1.557316184e-01,7.268762216e-03,-3.582084477e-01,-4.084953964e-01,6.383965909e-02,-4.207087755e-01,1.530040652e-01,-8.233447559e-03,-1.054657623e-02,6.225427985e-01,-3.131241798e-01 +weights2 = 3.848452866e-01,-2.208687514e-01,4.778369963e-01,-2.028576331e-03,3.265367448e-01,1.277687028e-03,-6.535632908e-02,2.338617444e-01,-9.462056309e-02,4.075733125e-01,1.861114502e-01,-1.094003618e-01,-9.122120100e-04,4.113669991e-01,-6.427170336e-02,1.788022965e-01,-1.743478030e-01,4.783853292e-01,-8.429665864e-02,2.318033427e-01,-1.386167202e-02,2.152667493e-01,-2.180561051e-02,3.514376283e-01,4.094276428e-01,-6.704347581e-02,4.551033974e-01,-2.077955157e-01,1.023048349e-02,4.278549924e-02,-2.399109453e-01,3.780487180e-01 +biases2 = 1.199190095e-01 diff --git a/params/D00089.001.txt b/params/D00089.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f9e5f580dd4959f036cf8aa1c6039b30662297d --- /dev/null +++ b/params/D00089.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -7.279005051e-01,-4.172221720e-01,3.703159094e-01,1.867498606e-01,-1.351702660e-01,1.138994023e-01,1.323879659e-01,3.641219437e-02,-4.507462382e-01,3.183126748e-01,-5.825403333e-01,2.106530219e-02,7.189384848e-02,1.638216227e-01,-5.551695358e-04,-3.666705787e-01,-2.566934228e-01,2.113000900e-01,6.197491288e-02,-9.993461519e-02,1.311991364e-01,-2.042040080e-01,-1.971883029e-01,9.693676978e-02,7.061108947e-02,-3.780062497e-01,2.664515674e-01,-3.118649125e-01,-2.531571686e-01,-3.960536718e-01,1.399250826e-09,1.621935368e-01,3.449220657e-01,1.094100326e-01,-5.927351117e-01,-2.148385197e-01,2.203784734e-01,-1.354313642e-01,-1.106245369e-01,-3.663873971e-01,1.404573023e-01,-2.947699130e-01,4.465017021e-01,-3.223595917e-01,-1.934145540e-01,-6.380602717e-02,-6.827064790e-04,2.181429118e-01,3.228411674e-01,1.823608205e-02,-7.564026117e-02,-2.083769888e-01,-4.188918769e-01,-6.783001870e-02,-1.215820685e-01,-6.155564263e-02,6.903665606e-03,6.392820925e-02,-2.803796828e-01,-1.476719081e-01,-7.542082667e-02,-4.570107907e-02,2.623763576e-04,-9.527172148e-02,-1.122142673e+00,-4.447237253e-01,-4.501089752e-01,1.993639767e-01,-7.474337816e-01,-1.124946680e-02,3.587095439e-01,4.156244099e-01,-5.109267235e-01,-4.960529506e-01,-6.669189334e-01,1.794106215e-01,-1.983695626e-01,6.809318066e-02,-3.296161594e-04,-5.182319283e-01,5.596536994e-01,1.784449816e-01,3.254931271e-01,1.123694889e-02,-1.601250656e-02,-2.688752413e-01,-1.583515108e-01,-3.172817826e-01,2.066156268e-01,2.975493968e-01,1.909869462e-01,-3.460596204e-01,9.970898181e-02,-2.302693129e-01,1.104173974e-09,2.377174348e-01,1.639442146e-01,7.502710074e-02,1.681082845e-01,-2.197126597e-01,4.058698118e-01,-9.441237897e-02,-4.256305099e-01,-2.535820305e-01,2.170567065e-01,4.059651196e-01,2.342209369e-01,-3.445819914e-01,-2.779889703e-01,-1.576864421e-01,-7.854532580e-10,2.108513564e-01,7.960229367e-02,1.117031649e-01,-2.792977095e-01,-3.288299441e-01,1.550024450e-01,7.966199517e-02,-7.254506648e-02,-1.374746114e-01,-1.445029527e-01,-4.979030490e-01,9.299115092e-02,-2.496605366e-01,-7.326217741e-02,-2.006887458e-02,-1.201109989e-09,-1.424757298e-02,-7.557603717e-01,-3.954212070e-01,1.751898080e-01,4.018350244e-01,-4.538196027e-01,1.224607751e-01,-3.064097464e-01,-3.833110332e-01,-7.473888993e-01,5.495295525e-01,-7.958417535e-01,7.773733139e-02,9.729975462e-01,3.638080880e-02,-1.165210269e-03,-3.751247227e-01,3.250827789e-01,2.406616062e-01,7.756308466e-02,-4.150521159e-01,-1.994190039e-03,-1.653271616e-01,8.918645792e-03,-2.445335388e-01,-2.851298451e-02,-2.773674428e-01,5.830232501e-01,-1.741809845e-01,-6.471430659e-01,-9.955452383e-02,1.236349773e-10,2.828379571e-01,5.605637562e-03,-8.233445883e-02,-5.546869636e-01,7.076149434e-02,3.103438318e-01,-1.020698771e-01,5.783990491e-03,5.963150859e-01,4.545101225e-01,-5.165995359e-01,1.494592279e-01,-4.139812589e-01,-4.528734088e-01,-3.329001963e-01,2.868588977e-10,1.632224321e-01,1.043216214e-01,1.586027890e-01,6.390888989e-02,-3.960609734e-01,-5.709121376e-02,-1.490115523e-01,-5.685390905e-03,-2.613045275e-01,8.818008006e-02,-4.420616105e-02,-8.312575519e-02,-2.498248219e-01,-3.234462142e-01,5.433127657e-02,-2.023405402e-11,-1.524115950e-01,-1.367110610e-01,-2.111806422e-01,1.860547513e-01,2.045362741e-01,-2.581259310e-01,1.259255707e-01,5.299675465e-01,5.815549493e-01,-5.945495367e-01,2.472294122e-01,-8.585697412e-01,-1.265467405e-01,-6.240090132e-01,4.189399481e-01,-8.543482588e-10,-1.869311482e-01,1.850627596e-03,1.740808412e-02,-2.623443305e-01,-1.449987590e-01,2.372622788e-01,-2.374939620e-02,-2.578778267e-01,-3.212114573e-01,3.626607358e-01,-2.322041839e-01,1.878226399e-01,-2.126155049e-01,-4.279505014e-01,-4.033964276e-01,1.350663581e-09,3.222853243e-01,-3.539054692e-01,-7.838932425e-02,-1.443313621e-02,-1.095273048e-01,3.533234447e-02,-3.649778962e-01,-2.817436457e-01,-4.093557298e-01,1.299345791e-01,-6.439219415e-02,1.678739339e-01,-3.273385465e-01,9.485816360e-01,-1.583229303e-01,1.716280096e-08,1.746266484e-01,1.737720519e-01,1.954760551e-01,-1.435849071e-01,-2.864825726e-01,-2.158780843e-01,-3.069732897e-02,-2.860747874e-01,-1.436861306e-01,-1.295702308e-01,-2.405520231e-01,3.517547548e-01,-9.421720356e-02,-3.464590013e-01,-1.971831769e-01,4.047856772e-10,-3.914992809e-01,-2.346274108e-01,-3.061049618e-03,-1.439257562e-01,4.761080444e-01,1.534813643e-01,1.069066077e-01,-3.724725246e-01,3.155941889e-02,-6.009007692e-01,3.840175644e-02,-5.623467565e-01,1.718170792e-01,9.364799261e-01,-2.807638049e-01,-2.967481851e-04,-2.593065798e-01,2.790786028e-01,1.708805710e-01,1.413695663e-01,-2.715284824e-01,-1.626072675e-01,-3.290348053e-01,2.938389480e-01,-2.269558012e-01,2.460777909e-01,-6.248128600e-03,3.149382472e-01,-4.501138628e-01,-5.032013655e-01,-4.226019979e-02,-4.046204760e-10,1.569720060e-01,-6.255933046e-01,-3.652757406e-01,-2.740058489e-02,-4.714508653e-01,-2.222029269e-01,-1.209783778e-01,-7.206263393e-02,-8.609905839e-02,1.644317657e-01,-2.552758753e-01,-4.967098311e-02,-3.784823716e-01,-5.663891435e-01,4.026290844e-04,-1.872037683e-05,5.823497195e-03,2.637710273e-01,1.198361814e-01,-2.056387961e-01,-7.018479705e-02,3.018213063e-02,4.786995053e-02,-1.454002559e-01,-1.325432584e-02,-4.325041920e-02,-6.497815251e-02,1.479905695e-01,-1.051986814e-01,-3.165206313e-01,-1.717118174e-02,-1.034966557e-09,1.509584859e-02,-1.348194927e-01,-7.637590170e-02,3.622677922e-01,6.363464892e-02,2.482755929e-01,-4.956573993e-02,5.491714478e-01,-2.140730619e-01,-6.088861227e-01,-3.067261577e-01,-2.735339701e-01,-1.806659251e-02,-3.673837781e-01,5.556584001e-01,5.721838559e-10,-5.814264296e-04,-3.740670979e-01,1.435346156e-01,-6.072762609e-02,-5.985723063e-02,-1.114217751e-02,-2.408682555e-01,-2.311559319e-01,-1.978815049e-01,4.909889698e-01,3.540590107e-01,4.994358867e-02,-2.250203937e-01,-5.702739954e-01,-3.057712317e-01,8.953510711e-10,-1.101495815e-03,-2.210325003e-02,-4.967404902e-01,-4.058866203e-01,-6.852900982e-02,-3.003855646e-01,-1.517746001e-01,-3.885224760e-01,1.236010715e-01,-1.722747460e-02,5.002988502e-03,-2.567888796e-01,-5.933240652e-01,-4.523550868e-01,-4.574055374e-01,2.101731150e-10,-8.217030764e-02,2.170157433e-01,3.527771235e-01,-1.286492646e-01,-2.715156078e-01,-1.390332431e-01,1.486219317e-01,-2.256738991e-01,-5.559580866e-03,-9.713869542e-02,-3.430367708e-01,3.335981369e-01,7.600462437e-02,9.395444989e-01,-1.312672347e-01,-1.522226789e-09,3.155303420e-03,2.547330558e-01,4.059295654e-01,-3.924476206e-01,-3.310905397e-01,8.018760383e-02,-1.352392733e-01,-3.907946050e-01,5.705128890e-03,-2.647884190e-01,2.283612937e-01,8.198240399e-01,-9.235093594e-01,9.115347266e-02,-7.107676268e-01,-1.059759946e-09,-6.276714057e-02,-1.899937242e-01,-1.139248386e-01,-1.976960897e-01,-1.023219749e-01,-3.273256123e-03,8.028580248e-02,-3.222944438e-01,-3.002157807e-01,-7.579663396e-02,6.327794492e-02,-3.096060753e-01,1.978288889e+00,-9.064676166e-01,-8.157639205e-02,-1.230816227e-09,2.901871204e-01,-6.555009484e-01,-5.316685438e-01,3.590055406e-01,-4.937614128e-02,-3.436483145e-01,-2.937521040e-01,4.492152333e-01,-1.641254276e-01,2.467750609e-01,-4.298039079e-01,-3.809786737e-01,-1.081400156e+00,3.014464676e-01,6.247995496e-01,-6.265834672e-04,-1.039925441e-01,2.723768055e-01,1.618070155e-01,-3.060732735e-03,1.452798098e-01,6.547388434e-02,5.464781076e-02,-3.189209104e-02,1.643505394e-01,-1.362048239e-01,-1.520889848e-01,-2.738817334e-01,-7.351569533e-01,5.877512321e-02,-1.706718206e-01,1.526078042e-09,-2.025482357e-01,6.628582478e-01,-1.119524091e-01,-6.637371331e-02,-2.901414223e-02,2.651442289e-01,6.074010730e-01,4.266161621e-01,4.233429581e-02,-1.895881444e-02,-2.210880667e-01,-4.279036224e-01,1.768138528e+00,1.591014862e-01,7.556549907e-01,8.261710760e-10,-4.509791434e-01,-7.136437297e-01,2.311482131e-01,-3.414516449e-01,-6.140456721e-02,-2.192308754e-01,-3.524613082e-01,-1.566915214e-01,-2.715852261e-01,2.056905627e-01,2.340449691e-01,-8.349177986e-02,-8.786376119e-01,-3.084644973e-01,-3.624738157e-01,-6.123368512e-04,-4.122535884e-02,-7.800571918e-01,-2.663224339e-01,1.580297798e-01,-4.083254039e-01,-3.801815808e-01,-2.615938783e-01,-3.827699423e-01,-3.497064579e-03,-3.127325177e-01,1.620674282e-01,6.481276751e-01,-8.805739880e-01,-3.575530350e-01,-3.917375505e-01,-4.367940710e-04,9.448327869e-02,5.144047141e-01,6.842377782e-02,1.368924230e-02,1.617944539e-01,1.318873316e-01,-2.858541012e-01,-1.831713766e-01,-6.151842698e-02,-1.066403985e-01,-4.660649300e-01,-2.827858329e-01,-7.694020867e-01,5.528635532e-02,-3.411433995e-01,1.007973216e-03,3.171843290e-01,7.842688560e-01,2.717403173e-01,1.739630010e-03,3.503734171e-01,2.479336858e-01,-4.017305374e-01,7.144945860e-02,-3.526020646e-01,-6.970126629e-01,-4.551205784e-02,-6.712942719e-01,-8.236756325e-01,-2.359494418e-01,-2.250234485e-01,-2.280265005e-10,-6.551019549e-01,1.351249665e-01,-6.862054467e-01,-4.970198497e-02,-1.933245808e-01,-2.997978032e-01,-3.149649203e-01,-1.130901873e-01,1.726622880e-01,2.445922047e-01,5.797610059e-02,-3.149015307e-01,-8.714138269e-01,-1.674102396e-01,-1.481599361e-01,-3.715565182e-12,5.782656670e-01,-6.320712566e-01,-8.534047008e-01,6.628286093e-02,-1.778889000e-01,-2.695952058e-01,7.971001863e-01,-2.184014022e-01,1.672780067e-01,-1.115550175e-01,1.196374744e-01,8.960472345e-01,1.746803284e+00,1.098713204e-01,1.343515366e-01,-6.534188869e-04,-2.795486152e-02,-6.044156551e-01,1.191203356e+00,-2.530692518e-01,-3.155023754e-01,1.201689020e-01,-3.722291291e-01,-3.539314494e-02,-2.833701968e-01,3.322741389e-01,-4.235684574e-01,-5.700588226e-02,-8.123291731e-01,-1.552461386e-01,-1.014697254e-01,-1.860084012e-04,2.625577711e-02,-3.962515891e-01,-3.236584663e-01,9.727338701e-02,4.864253849e-02,9.067629278e-02,7.098254561e-01,-6.359983236e-02,3.007444739e-01,-1.285884529e-01,-4.499132186e-02,-1.152808219e-02,1.730008364e+00,1.558988690e-01,1.538229287e-01,-1.651661585e-09,1.582477540e-01,-2.528820336e-01,1.119512439e+00,-1.114826202e-01,6.688429415e-02,-1.318624616e-01,-3.385233879e-01,-1.915166676e-01,1.711318642e-01,-1.708625443e-02,-1.900723726e-01,-5.900227427e-01,-8.247438073e-01,-3.549221903e-02,-6.145901680e-01,9.814259405e-10,-5.190654397e-01,-4.447663426e-01,-4.598632753e-01,-2.029580176e-01,-1.674106568e-01,-6.319847107e-01,-3.193615079e-01,-8.031462133e-02,-3.211582899e-01,-4.605401754e-01,2.603357434e-01,2.856081128e-01,-9.605869055e-01,-2.089527249e-01,8.408233523e-03,-1.879893825e-04,2.113854140e-01,7.818660140e-01,-4.097976089e-01,-1.808334328e-02,-2.860748470e-01,4.716939628e-01,-3.444568217e-01,3.891753778e-02,-4.455332756e-01,3.761470914e-01,-3.171327710e-01,1.671735197e-01,-7.059367895e-01,-3.624750078e-01,1.120138094e-01,-9.169084381e-10,6.793335080e-02,1.056041121e-01,-3.542043567e-01,-2.111200094e-01,3.655899689e-02,3.858609200e-01,-2.185817212e-01,3.784973025e-01,-3.733551130e-02,2.185357809e-01,-2.833088040e-01,5.169014931e-01,-1.589942425e-01,-1.857393533e-01,-1.782296412e-02,-2.786094265e-04,-4.066229984e-02,-3.563003540e-01,-2.009541392e-01,-2.905665338e-01,3.650753200e-01,-4.178479910e-01,-2.641690075e-01,-5.870248079e-01,6.129854545e-02,1.072163060e-01,3.508190066e-02,-6.707518101e-01,-6.110028028e-01,7.495757192e-02,-5.066230893e-02,-4.481202923e-04,6.229635701e-02,-1.792009622e-01,2.230774015e-01,2.705367506e-01,-3.269265592e-01,-2.822051346e-01,2.039998621e-01,-2.739651594e-03,-1.071522608e-01,-9.409414530e-01,2.626388073e-01,1.417448968e-01,2.794961212e-03,-1.882520467e-01,-2.749820352e-01,9.286093006e-10,-3.123525344e-02,1.141726151e-01,2.569315135e-01,-3.411932848e-03,-4.129531682e-01,1.115702242e-01,-1.527108345e-02,-8.579898626e-02,-2.110464126e-01,3.815892637e-01,-3.040908277e-01,-1.358453035e-01,4.903907422e-03,-1.513702869e-01,1.983328722e-03,4.131290771e-04,-7.078213245e-02,6.576337665e-02,-2.753478289e-01,-3.701794147e-01,-4.234946370e-01,2.950695455e-01,-3.503626883e-01,-3.543823957e-01,-1.966560483e-01,6.955751181e-01,-3.013195097e-01,1.076783463e-01,-3.542172909e-01,1.789177954e-01,1.657371074e-01,7.569752603e-10,-7.113324404e-01,-2.149144188e-02,3.024583310e-02,-4.290135205e-02,5.640197992e-01,1.652217209e-01,8.659450710e-02,-3.056114018e-01,-3.487563729e-01,-2.285932302e-01,-2.137013972e-01,-5.254316926e-01,-9.789354354e-02,-9.092541039e-02,-1.338575780e-01,-6.206107850e-10,-4.403937459e-01,-2.161039561e-01,-2.198245972e-01,4.138228893e-01,-4.590582252e-01,-1.053661704e+00,-2.032682151e-01,3.143080175e-01,6.955848634e-02,-1.055261731e+00,1.466894597e-01,2.620489001e-01,8.625318855e-02,-2.532988787e-01,6.391910836e-03,-1.088896999e-03,4.709556401e-01,-1.427880377e-01,3.874946833e-01,-2.351980060e-01,-1.855553687e-02,3.875258267e-01,1.717837155e-01,4.747844115e-02,1.804711521e-01,3.554756939e-01,7.783593982e-02,8.513540030e-03,-3.941954076e-01,-2.857383192e-01,-3.802021146e-01,3.533596173e-04,5.990267992e-01,8.523599803e-02,-2.088956721e-02,-1.402395517e-01,6.703932285e-01,3.579434454e-01,6.110303402e-01,4.947624207e-01,1.435110122e-01,9.589006305e-01,-2.509995699e-01,8.076892048e-02,-4.559439719e-01,1.683555096e-01,-1.490136981e-01,6.277719455e-10,-1.201403067e-01,-3.239171505e-01,-1.471709739e-02,-2.226782143e-01,-3.295912147e-01,-5.079104304e-01,-4.867562354e-01,-4.187446535e-01,-2.818236947e-01,-4.546539858e-03,-3.253243268e-01,-2.673607171e-01,1.071409881e-01,-8.672154695e-02,2.484366745e-01,5.734481778e-10,-2.680724561e-01,4.748762771e-02,6.039872766e-03,6.677162647e-01,-4.998415411e-01,-1.704293787e-01,1.290322095e-01,-1.426754594e-01,1.865822524e-01,-8.992805481e-01,1.298242509e-01,-4.437524453e-02,-1.766784489e-01,3.711156920e-02,-2.131829262e-01,-4.259415437e-04,2.566824555e-01,-1.242772341e-01,-4.593260586e-02,-5.390980244e-01,-1.769282520e-01,1.185655743e-01,-5.486875772e-01,-2.289415002e-01,-3.440273702e-01,-2.842834890e-01,1.546114832e-01,8.316133916e-02,-2.327515334e-01,-5.712509751e-01,-2.272664458e-01,1.886800272e-09,5.134178698e-02,5.332475305e-01,-6.320287939e-03,-3.348617852e-01,-3.077155650e-01,4.753107578e-02,2.053784393e-02,-1.695060134e-01,-3.383186758e-01,-5.447252989e-01,-8.448015451e-01,4.647957385e-01,-3.865739405e-01,-2.525496483e-01,6.433833838e-01,-9.550386038e-10,6.677030325e-01,-3.330364227e-01,-2.050000280e-01,4.557423294e-01,-3.572453856e-01,8.704324812e-02,2.003617883e-01,2.310229838e-01,1.467656344e-01,1.048822403e+00,6.198061258e-02,-2.879333198e-01,-1.331051439e-01,8.902290463e-02,-6.791487932e-01,-3.693820036e-04,-5.442241430e-01,-5.067116618e-01,-2.816819549e-01,1.541958600e-01,6.190725565e-01,-7.319664955e-01,-1.868436635e-01,1.811400801e-01,2.708920278e-02,5.611819029e-01,7.663039565e-01,-2.593161166e-01,-2.510040402e-01,-2.696314268e-02,-1.087647900e-01,2.162135388e-06,-1.130144522e-01,-8.017296903e-03,4.158578813e-01,-5.111081004e-01,-2.903654873e-01,3.954334855e-01,-3.286623657e-01,-5.403134227e-01,-1.295873225e-01,-1.297084093e+00,-2.743784189e-01,-6.502619386e-02,1.137858722e-02,-2.614181638e-01,-1.956532001e-01,1.061909861e-04,-8.816371113e-02,2.221886516e-01,1.153445095e-01,-7.762436271e-01,5.070768595e-01,3.811121881e-01,1.104831919e-01,3.287353516e-01,3.132164478e-01,-1.653995514e-01,-5.889292955e-01,3.014289141e-01,-2.511002719e-01,4.130646288e-01,-3.790934384e-01,3.962329076e-10,8.138421178e-01,4.645396955e-03,-1.735837609e-01,9.759507775e-01,-2.006607950e-01,-1.770041883e-01,6.260363758e-02,-1.324902773e-01,-5.133676156e-02,-6.570298076e-01,5.344884396e-01,-1.347110122e-01,-2.014622241e-01,-1.775882095e-01,-1.075263098e-01,1.354333756e-09,-4.048059583e-01,-2.074452639e-01,-4.435062110e-01,1.827072352e-01,-3.037489355e-01,-7.551214099e-02,-1.169642434e-01,-2.723092586e-02,-4.820831716e-01,4.448713362e-01,5.074082613e-01,-4.273758829e-01,-1.998079568e-01,1.008925810e-01,6.512747407e-01,-3.046093625e-04,-3.094327748e-01,-3.337613344e-01,4.239650369e-01,-6.190190911e-01,-3.384840190e-01,-3.293242455e-01,-3.525938392e-01,-4.671292603e-01,-7.321628928e-02,1.461989135e-01,-7.459256649e-01,1.136235520e-01,-1.080362052e-01,-7.901641130e-01,-5.055043101e-01,-9.901555270e-11,-1.780761331e-01,-5.983811244e-02,-3.020847142e-01,-7.476664186e-01,-3.556040227e-01,-1.279401481e-01,-4.893542826e-02,-3.840245605e-01,-2.727414966e-01,3.551595807e-01,-5.328342319e-01,6.865222007e-03,-2.688905895e-01,5.152300373e-02,2.938797474e-01,-1.052003706e-09,4.740139246e-01,-1.025197506e-01,1.428241879e-01,4.514306188e-01,3.471034765e-02,-2.652336955e-01,-2.635640800e-01,5.929476619e-01,-1.960586905e-01,-4.676122069e-01,1.052114606e+00,3.391196132e-01,-1.339420974e-01,-4.627218295e-04,-1.833433658e-01,-2.739845850e-10,-4.760666192e-01,-1.268697977e-01,-1.277194172e-01,1.423421204e-01,5.921332166e-03,-1.895132363e-01,2.746468186e-01,-3.329230547e-01,2.726552188e-01,-1.220898926e-01,-4.922604561e-01,-4.678598940e-01,-3.064718246e-01,1.907819808e-01,-1.919018328e-01,-3.329507599e-04,-5.428608879e-02,-2.552573197e-02,2.103714347e-01,-8.290567249e-02,-2.090402134e-02,3.847970963e-01,-2.560617626e-01,-1.731011122e-01,-9.707297385e-02,3.587522544e-03,-3.161374629e-01,-2.711529285e-02,-5.027133971e-02,-6.950097680e-01,-2.593313754e-01,-8.048161027e-10,-2.191343717e-02 +thresholds = -1.267159462e+00,-3.101232350e-01,-9.451686144e-01,-1.354123116e+00,-8.097671866e-01,-1.184563994e+00,-1.197309494e+00,-1.186588287e+00,-9.261365533e-01,-1.166199207e+00,-5.913935304e-01,-3.060965300e+00,-1.815134406e+00,-1.373769999e+00,-1.202911884e-02,-3.251567781e-01 +weights1 = 9.081072174e-03,1.730211638e-02,-3.388478458e-01,5.905510858e-02,-5.285192132e-01,-4.598354995e-01,6.588412821e-02,-5.462083817e-01,3.287129477e-02,6.077235565e-02,2.349470742e-03,-4.853650928e-03,6.089030951e-02,-3.838771284e-01,-2.140968107e-02,4.062375054e-02,-3.108891547e-01,7.357218117e-02,-1.626556739e-02,-6.814162433e-02,-3.388535380e-01,-4.924058020e-01,-2.985855043e-01,2.925438248e-02,2.519940771e-02,-2.211877406e-01,3.446448222e-02,-1.929551959e-01,3.615448624e-02,-4.721424282e-01,-2.282354422e-02,5.990482867e-02,2.349735424e-02,1.271787472e-02,-2.521587908e-02,1.563571952e-02,-3.513619676e-02,-3.637460619e-02,1.421803143e-03,-6.653229892e-02,-2.230090275e-02,3.475165740e-02,1.662868075e-02,1.121282391e-02,6.626659632e-02,7.254497707e-02,-4.343383387e-02,1.347520109e-02,-7.668735087e-02,-3.707880527e-02,-2.157015540e-02,7.042481598e-10,2.987444028e-02,2.676422708e-02,2.331510000e-02,3.293168545e-02,-4.782484472e-02,-5.841302127e-02,2.177007496e-03,-1.842853613e-02,1.202583686e-01,-1.914533228e-02,4.666855931e-02,1.954555511e-02,-1.194458827e-02,6.870674342e-02,-3.073975444e-01,8.012123406e-02,-3.028514683e-01,-2.647792101e-01,7.064649463e-02,-4.146881700e-01,6.389395893e-02,-5.131629854e-02,6.085074693e-02,6.122122705e-02,4.090457037e-02,-2.298128754e-01,-1.507210173e-02,6.104417890e-02,-3.022381961e-01,1.044498160e-01,-3.884853795e-02,-2.426994406e-02,-4.989039600e-01,-4.526435435e-01,-5.744643807e-01,8.350591362e-02,6.069220975e-02,-2.691875398e-01,9.169959277e-02,-2.322177142e-01,6.844376028e-02,-4.754800200e-01,-5.074280873e-02,5.640916154e-02,-1.924054325e-02,3.509762511e-02,-5.009755865e-02,5.880317464e-02,-4.544480145e-02,-7.745171338e-02,8.659418672e-02,6.101182662e-03,-3.604229167e-02,1.694801450e-02,1.204826832e-01,-3.247569129e-02,2.354585007e-02,-2.176763862e-02,2.788571464e-06,7.197870314e-02,-6.258396059e-02,5.284602940e-02,7.268062234e-02,7.020045817e-02,-4.581762478e-02,-8.336351253e-03,-1.048787013e-01,9.835100174e-02,3.554553539e-02,-5.142981932e-02,4.953171313e-02,-1.729919016e-02,1.283829659e-01,-1.898338436e-03,-4.312838614e-02,1.277449578e-01,-8.269384503e-03,-2.777561173e-02,2.824060321e-01,-8.382125944e-02,2.442655116e-01,2.930150330e-01,-7.322648913e-02,2.381221801e-01,-5.726940930e-02,-2.646586858e-02,-6.635173410e-02,-2.537811408e-03,-1.114789918e-01,3.033059537e-01,4.170854762e-02,-2.173482999e-02,1.211841777e-02,-6.610374153e-02,7.115289103e-03,7.783469558e-02,3.027754724e-01,3.907242417e-01,2.210997641e-01,1.508117374e-02,-1.324164122e-02,3.634668887e-01,-1.494600326e-01,2.255571187e-01,-6.387616694e-02,1.920167655e-01,1.901248842e-02,-1.091609672e-01,1.191722509e-02,4.839674383e-02,1.729336940e-02,-1.247947919e-03,7.576884329e-02,1.825932972e-02,-7.264780812e-03,2.873470820e-02,-1.100930478e-02,-1.787671074e-02,-3.302941099e-02,-1.789590530e-02,-4.469216242e-02,1.781089045e-02,1.992083900e-02,2.116812393e-02,1.094140671e-02,-7.024222612e-02,4.633161705e-03,3.288078005e-04,2.602810564e-04,-1.994848438e-02,-2.637456171e-02,1.996090263e-02,-2.236103266e-02,6.810065359e-02,4.154305533e-02,5.263998173e-03,2.375942096e-02,2.096411772e-02,-2.503299713e-02,-1.395990886e-02,7.110679144e-05,-5.503881350e-02,3.077492416e-01,-6.095034187e-04,2.356685400e-01,2.362534553e-01,-5.298187956e-03,4.328849018e-01,-8.942089975e-02,7.759328932e-02,-2.167806961e-02,-3.338368982e-02,-1.098424196e-02,1.515419781e-01,-9.229169809e-04,3.264772386e-05,7.288011909e-02,3.878643038e-04,2.350960113e-02,-1.584656537e-02,3.332756460e-01,3.371728361e-01,2.234815955e-01,7.897841744e-03,2.913014404e-02,1.820700765e-01,-3.501371294e-02,2.430156320e-01,-3.243018640e-03,3.227793574e-01,-1.120099216e-03,-1.995288208e-02,-7.568743825e-02,-6.049848348e-02,5.502564460e-02,7.668986171e-02,7.033536583e-02,-9.198519401e-04,3.303055465e-02,6.329313666e-02,6.981495302e-03,-2.619477548e-02,2.077204734e-02,4.299332574e-02,2.103729546e-02,8.415647782e-03,-2.795791812e-02,6.926495582e-02,2.041451819e-02,-2.314766124e-02,6.299816817e-02,3.416215768e-04,-9.468261153e-03,4.613389447e-02,2.854088088e-03,1.060794573e-02,-8.470121771e-02,-8.061339706e-02,-2.426012419e-02,-6.494566053e-02,1.703622378e-02,-3.180983290e-02,3.740337864e-02,5.043520592e-03,1.054396969e-03,7.393770386e-03,-4.046209753e-01,6.962805986e-02,-2.382781059e-01,-3.820934594e-01,5.476475134e-02,-2.442757189e-01,4.659415781e-02,1.289549749e-02,4.877117276e-02,-3.527085111e-02,1.318589002e-01,-3.261276186e-01,2.256253734e-03,6.775425375e-02,-3.266346455e-01,5.357998982e-02,-3.480511531e-02,6.138892099e-02,-2.930151522e-01,-4.193118215e-01,-3.650746346e-01,1.961148903e-02,3.498712555e-02,-3.476774395e-01,8.053326607e-02,-2.492847443e-01,2.934918553e-02,-2.393963784e-01,-6.221411750e-02,1.019684449e-01,1.421947479e-01,-2.168447524e-02,-2.563047223e-02,7.906218618e-02,4.439156968e-03,-7.275636494e-02,1.022434607e-01,-3.935836256e-02,2.978223562e-02,-3.857409954e-02,-2.175632864e-02,5.914482847e-02,1.888533868e-02,-2.624836937e-02,2.885373496e-02,4.657813534e-02,-1.305487603e-01,-1.791087352e-02,-1.885080151e-02,1.475538127e-02,-6.744343042e-02,-8.525211364e-02,-6.567084929e-04,-4.995944723e-02,5.573356524e-02,-1.179272961e-02,7.348882966e-03,-9.199733846e-03,6.307856739e-02,-3.507065028e-02,2.733317763e-02,4.803702980e-02,-2.705261670e-02,-3.077823482e-02,2.252350450e-01,-4.759068787e-02,2.590484917e-01,3.154406846e-01,-3.034219891e-02,1.984173357e-01,-8.517868072e-02,-4.686493799e-02,-7.341165841e-02,2.212852798e-02,-3.533496708e-02,3.654588759e-01,1.615877077e-02,-4.678696021e-02,1.446891874e-01,-8.611032367e-02,-1.466228347e-02,4.018962011e-02,3.387199640e-01,3.471832573e-01,2.801561654e-01,-3.460732475e-02,-9.506902844e-02,2.864978015e-01,-7.167998701e-02,7.685568929e-02,-3.119298629e-02,1.830128878e-01,-9.642689838e-05,-1.059685722e-01,-3.908613289e-04,-2.147541754e-02,-3.895105096e-03,7.683485746e-02,5.219221488e-02,6.894984841e-02,1.528558508e-02,1.136392057e-01,-2.173098328e-04,-6.508611888e-02,-2.006634531e-05,-2.820823528e-02,-3.119069524e-02,7.834497094e-02,4.878753051e-02,8.266977966e-03,1.788072847e-02,5.583523959e-02,9.877976030e-02,-1.264381316e-02,4.785580933e-02,5.748483166e-02,5.200549215e-02,3.904366866e-02,-4.218978435e-02,2.395190764e-03,-2.126083337e-02,6.318246573e-02,6.462446600e-02,1.078621596e-01,-1.231261063e-02,-4.335987195e-02,-7.850958407e-02,-3.978067264e-02,2.806258798e-01,5.315621383e-03,3.762177229e-01,1.366353333e-01,-3.788164631e-02,4.334778786e-01,-7.076186687e-02,4.154819995e-02,-6.942065805e-02,-1.347886678e-02,-1.896605082e-02,2.531388104e-01,5.502846465e-02,-8.692309260e-02,5.217700452e-02,1.681332476e-02,1.500282809e-02,-9.450233728e-02,3.483580053e-01,3.746191263e-01,2.139205039e-01,-4.763960466e-02,-6.436623633e-02,1.512132436e-01,6.052728742e-02,2.001715451e-01,-6.144454703e-02,2.979267538e-01,4.462314397e-02,-3.399132565e-02,-1.011867300e-01,3.928593919e-02,4.045289010e-02,-1.185593382e-01,2.623706590e-03,-2.373802010e-03,-2.721018903e-02,2.371956129e-03,1.283954084e-01,5.278063938e-02,-1.506855991e-02,-7.367496192e-02,-1.794671081e-02,6.196807325e-02,2.859170176e-02,-5.602358654e-02,3.504214343e-03,-1.010602061e-02,1.993989944e-02,-2.783544175e-02,2.812298480e-03,-5.452632159e-02,-6.637551822e-03,3.574202210e-02,-3.911209106e-02,-2.481278777e-02,2.036198415e-02,2.176212706e-02,-7.242897153e-02,3.173602372e-02,8.756706119e-02,1.045706216e-02,-8.226709068e-02,-9.499768913e-02,1.869936287e-01,-6.000377238e-02,2.620986104e-01,3.619957864e-01,-5.397275835e-02,3.634010851e-01,-1.187835112e-01,-1.925125718e-02,-7.527834177e-02,6.524221972e-03,-7.727368921e-02,3.006332219e-01,2.852512710e-02,-1.104406044e-01,1.044218093e-01,-3.135373443e-02,3.118162673e-10,8.162092417e-03,3.070276678e-01,3.918666244e-01,2.614285648e-01,-4.836623743e-02,-6.430732459e-02,2.973148525e-01,-2.009428665e-02,1.334029585e-01,-9.525064379e-02,1.348936260e-01,-2.202830650e-02,3.820173210e-03,-2.059128881e-02,-2.699138038e-02,1.246854197e-02,-2.460223809e-02,-5.263968185e-02,6.290876865e-02,4.845922813e-02,3.307055309e-02,-5.644910038e-03,3.521073982e-02,2.611884661e-02,1.314936951e-02,-7.125234697e-03,9.476440959e-03,-5.577790737e-02,-5.002285820e-03,1.098668296e-02,4.296164215e-02,-6.003310904e-02,2.329361735e-07,6.543009542e-03,-3.463980183e-02,-4.974208027e-02,5.417995155e-02,1.760155556e-06,1.613597572e-02,-1.614629873e-03,1.106101787e-03,-2.233858034e-02,2.647623792e-02,3.077974543e-02,-6.328173727e-02,-5.910445750e-02,2.982073650e-02,-4.425525069e-01,3.086075559e-02,-4.955666661e-01,-3.551655412e-01,2.226958610e-02,-6.956523657e-01,3.477587178e-02,-1.601438224e-02,3.529122844e-02,-4.170722514e-02,2.212139778e-02,-2.406766862e-01,-1.173002645e-02,2.726278082e-02,-5.786213875e-01,1.596949063e-02,-7.337298710e-03,-4.716029763e-02,-4.582712948e-01,-2.858437002e-01,-4.819881618e-01,1.241977420e-02,2.758703753e-02,-2.294644862e-01,3.313541040e-02,-3.675085604e-01,2.599742636e-02,-5.335699320e-01,-4.437578470e-02,2.763657086e-02,-7.676602155e-02,-2.326491289e-02,-5.448536575e-02,3.560523689e-02,-2.006740682e-02,-1.868621819e-02,1.726430608e-03,-4.924616590e-02,-2.250817232e-02,-7.939167321e-02,6.067207549e-03,2.823140007e-03,1.217612997e-01,2.733427472e-02,1.874928735e-02,1.155507788e-01,-8.028337359e-02,9.732311592e-03,-8.455657959e-02,5.019262433e-03,-2.370658331e-02,-7.380900532e-02,4.206075519e-02,8.201210946e-02,4.636800289e-02,-6.326385587e-02,-1.251770300e-04,-1.103735715e-01,6.094430760e-02,-3.557742387e-02,-2.131599933e-02,-1.046308596e-02,3.098376468e-02,-1.324020047e-02,2.251577079e-01,-8.542291075e-02,2.063243836e-01,4.200327098e-01,-4.742677137e-02,2.987239063e-01,-1.195586380e-02,-1.682987669e-03,-6.208389625e-02,3.490794823e-02,-1.087835208e-01,2.098172456e-01,2.542899549e-02,-4.943049699e-02,1.973070502e-01,-1.141754165e-01,-1.909796521e-02,3.600984439e-02,2.196187377e-01,2.913994193e-01,9.836281836e-02,-1.250102073e-01,2.399821207e-02,2.671476305e-01,-1.083252132e-01,1.190733239e-01,-5.453037564e-03,1.493110955e-01,-8.897423744e-02,-1.121556312e-01,-5.009675398e-03,-4.006385803e-02,1.382088959e-01,-5.679669231e-02,5.237226561e-02,-2.643828839e-02,-7.114541531e-02,-1.221900247e-02,-4.154355451e-02,8.083074354e-03,-8.120996505e-02,-3.646961227e-02,-1.803167397e-03,2.593039162e-02,-4.857879598e-03,-2.450678498e-02,8.269737661e-02,-7.219435275e-02,-3.912139684e-02,-5.917489761e-05,2.898857370e-02,-8.515797555e-03,9.100962430e-02,-9.406692535e-02,-2.140045352e-02,3.446074668e-03,2.803735062e-02,-4.567768425e-02,2.637076750e-02,5.033112690e-02,-1.112965345e-01,-4.328981414e-02,-2.817093953e-02,5.388346035e-03,-3.851448894e-01,5.453210697e-02,-4.545165300e-01,-3.987793922e-01,6.679043174e-02,-6.520879269e-01,6.374309957e-02,-6.145283952e-02,5.202106200e-03,-1.640098915e-02,7.199367136e-02,-1.304179877e-01,-6.543569267e-02,6.590288877e-02,-5.389699936e-01,3.002141416e-02,2.112744842e-03,-6.012418121e-02,-4.436007142e-01,-2.186553776e-01,-4.453787804e-01,5.548366811e-03,4.708411545e-02,-7.077762485e-02,3.989738598e-02,-2.437613159e-01,3.738949075e-02,-3.841391802e-01,7.204219699e-02,4.496390000e-02,-1.910786517e-02,2.767479280e-03,3.993163630e-02,8.210999519e-02,1.728034019e-02,-1.752624288e-02,5.031445995e-02,-1.802153885e-02,3.643009113e-03,1.905859634e-02,7.150895149e-02,6.865230203e-02,-9.806302935e-02,2.584490925e-02,-2.586376853e-02,-1.705712266e-02,-6.679303199e-02,6.277532130e-02,2.647106536e-03,-2.337151393e-02,-2.773835137e-02,-4.665561393e-02,5.040321872e-02,3.040109528e-03,-2.415821142e-02,-6.630744785e-02,3.637792915e-02,8.123336360e-03,8.886379004e-02,3.263365850e-02,1.008888986e-02,-6.917021424e-02,8.417084813e-02,-1.151697487e-01,4.333284497e-01,-1.075898781e-01,5.132190585e-01,6.398296356e-01,-1.370805204e-01,5.468007326e-01,-1.404415369e-01,2.905089408e-02,-1.606040895e-01,-1.105783228e-02,-5.948188528e-02,4.439212978e-01,-5.961790681e-02,-1.245377958e-01,1.764183193e-01,-9.559708089e-02,-4.870493710e-02,-5.179191474e-03,3.531887531e-01,5.329202414e-01,2.801500559e-01,-1.022019759e-01,-1.769164503e-01,5.431312323e-01,-8.472293615e-02,3.654458225e-01,-1.252142191e-01,3.862533569e-01,6.880578399e-02,-8.817186207e-02,-2.015901543e-02,7.471121382e-03,2.810799144e-02,-4.057993367e-02,6.894176453e-02,1.161606982e-01,-4.018571973e-02,8.674423397e-02,-5.114486814e-02,2.842299454e-02,-8.490664512e-02,-2.966489084e-02,8.033353090e-02,-8.471951634e-02,5.792896822e-02,-2.205188572e-02,1.051171198e-01,4.450289905e-02,5.947788712e-03,-4.674956948e-02,6.728126109e-02,6.568550598e-04,-1.685182750e-02,6.178471819e-02,2.109910361e-02,4.408641532e-02,1.348523365e-04,4.434540495e-02,-3.459255770e-02,5.175598711e-02,-1.776645705e-02,4.302068427e-02,-3.412754461e-02,-6.727043539e-02,2.797909975e-01,-7.958966494e-02,3.229248226e-01,3.159932196e-01,-6.842291355e-02,2.715202272e-01,-5.582515523e-02,-9.703804739e-03,-7.824534178e-02,-3.331334144e-02,-3.292440996e-02,2.362058610e-01,2.616058337e-03,-7.391813397e-02,1.272556335e-01,-5.241077393e-02,3.549103439e-02,-1.673265547e-01,3.726463318e-01,3.563643992e-01,1.153954640e-01,-1.107134391e-02,-1.319912523e-01,3.527064919e-01,-6.273324043e-02,3.382320702e-01,-8.889783174e-02,2.249847353e-01,-1.408133656e-02,-1.599456929e-02,-7.376608904e-03,2.456287853e-02,7.382153999e-03,-8.381415973e-04,8.688873053e-02,3.870609775e-02,-8.165336912e-04,7.938168943e-02,-3.334164247e-02,-7.774560899e-02,4.774885252e-02,-1.654552110e-02,2.907256223e-02,8.062602952e-03,-1.921334304e-02,1.003059652e-02,3.638445586e-02,5.354070570e-03,-7.555153966e-02,-1.561472192e-02,5.565887690e-02,-2.907330729e-02,1.253383793e-02,-5.716688931e-02,6.144263968e-02,6.231138483e-02,6.070989743e-02,4.563001916e-02,8.285179734e-02,5.860726233e-04,-2.502488904e-02,-2.612965554e-02,-3.884897754e-02,-8.439636230e-02,3.351387084e-01,-9.569034725e-02,2.436036617e-01,3.147270381e-01,-6.141590327e-02,1.887567937e-01,-6.181088835e-02,-6.115454435e-02,-8.297650516e-02,-3.896047175e-02,-2.468210086e-02,3.213398457e-01,-7.669456303e-02,-1.169201657e-01,4.261870310e-02,-4.871650040e-02,-1.200358476e-02,4.136776552e-03,3.484468460e-01,2.779529095e-01,2.908134162e-01,-2.279063500e-02,-9.731017053e-02,1.565563679e-01,-8.110258728e-02,2.183372080e-01,-1.280373335e-01,1.291303337e-01,-7.386361063e-02,-3.473437577e-02,5.815162789e-03,9.481742233e-02,1.845099404e-02,5.772218574e-04,-6.592997909e-02,2.539226413e-02,-4.291607812e-02,4.761398584e-02,-2.223364636e-02,2.253491245e-02,-3.532391787e-02,1.510430686e-02,-1.398193371e-02,-2.031674609e-02,3.319821134e-02,2.505920455e-02,1.951858960e-02,1.020045727e-01,4.701780631e-11,-3.064185381e-03,-5.349596962e-03,2.539255843e-02,6.661476195e-02,-5.931833386e-02,1.155304071e-02,4.597976059e-02,-4.312909395e-02,2.112312615e-02,-1.439786796e-02,-1.450582128e-02,2.894200757e-02,-2.857893892e-02,4.187467694e-02,5.778053775e-03,1.391185820e-01,1.790345833e-02,-5.965998024e-02,-2.673459612e-02,5.259954139e-10,2.120906860e-02,-1.385382959e-03,-1.743940078e-02,-5.001673102e-02,-5.846755579e-02,-1.663989946e-02,-4.853695631e-02,-7.394123822e-04,-4.933331907e-02,2.964666486e-02,-2.384300157e-02,-2.778313495e-02,4.080827534e-02,-3.977750987e-02,-2.750319429e-02,-5.244104564e-02,5.464422703e-02,5.443990231e-02,7.066424191e-02,-7.796645164e-02,-3.317591036e-04,2.146016254e-09,-1.019406039e-02,3.597252537e-03,-2.134183981e-02,2.166205086e-02,-4.640526325e-02,-1.865100674e-02,-2.346642315e-02,3.595624492e-02,1.340186130e-02,1.991695166e-02,1.643046178e-02,4.255395758e-10,7.297250628e-02,1.100541558e-03,1.955881901e-02,-5.300684832e-03,-5.541943759e-02,-1.929577254e-02,-8.432710543e-03,3.216263279e-02,-5.278156325e-02,-4.038159549e-02,2.694662474e-02,-3.939510882e-02,-1.888727210e-02,-2.588875219e-02,-6.703878939e-02,-3.712886199e-02,6.376846135e-02,-1.264488995e-01,-1.337180287e-02,2.010547323e-04,-7.981853932e-02,-2.943745628e-02,7.880225778e-02,-4.504917189e-02,6.151005626e-02,-3.249482512e-01,3.954108432e-02,-4.856757224e-01,-3.099670410e-01,1.808810607e-02,-5.231997371e-01,-2.272619866e-02,-9.502816945e-03,7.337906212e-02,-2.499086782e-02,1.523294486e-02,-2.075258791e-01,-3.232328221e-02,-6.856108084e-04,-5.723803639e-01,3.143651411e-02,-6.872535497e-02,-3.899281472e-02,-4.060166776e-01,-2.169054747e-01,-5.178694725e-01,2.176552266e-02,3.199575469e-02,-1.212524101e-01,2.274160832e-02,-1.170848235e-01,3.036045469e-02,-4.610863030e-01,-4.343590513e-02,4.390593246e-02,-5.205344036e-02,5.458419397e-02,1.221814603e-01,-2.577216178e-02,1.230737865e-01,8.107513189e-02,-8.061797172e-02,8.260322362e-02,-6.768062245e-03,8.586590178e-03,-4.904521164e-03,3.052521870e-02,4.733331501e-02,9.043516964e-02,1.549227070e-02,-2.314555459e-02,3.989329189e-02,2.107626991e-03,6.597375125e-02,1.119495649e-02,1.188960150e-01,3.360089660e-02,1.048920676e-01,1.552222110e-02,-7.107468694e-02,3.386602178e-02,2.455441048e-03,-1.393039618e-02,7.668989897e-02,7.771787792e-02,-2.716980316e-02,-2.913814969e-02 +biases1 = 6.291767349e-04,4.141437635e-02,7.121392339e-02,5.664278939e-02,-2.317825407e-01,-6.501235068e-02,4.905408993e-02,-4.623421729e-01,7.363539189e-02,-1.035821508e-03,9.338706732e-02,2.750504063e-03,5.220409483e-02,7.108042389e-02,9.884893661e-04,8.801960200e-02,-4.660422206e-01,5.399174988e-02,-1.984274604e-05,2.222854411e-03,-3.120740950e-01,-1.190784723e-01,-1.881654561e-01,3.872475401e-02,2.797404490e-02,1.082450673e-01,7.079750299e-02,-2.779982239e-02,6.800734252e-02,-2.641183436e-01,-9.187303483e-03,7.139149308e-02 +weights2 = -6.150407717e-03,-5.576451123e-02,2.004945576e-01,-6.899621338e-02,3.643740416e-01,1.943419576e-01,-6.022810936e-02,4.721745849e-01,-4.855414107e-02,6.971716881e-03,-6.084675342e-02,-1.653053984e-02,-6.533858180e-02,1.490318775e-01,-1.182453241e-02,-6.060123816e-02,4.565507174e-01,-6.632148474e-02,-2.185759877e-05,-1.208383404e-02,4.640133381e-01,4.197085798e-01,4.099814594e-01,-5.128866434e-02,-5.700686574e-02,2.769279480e-01,-6.505926698e-02,2.200396359e-01,-6.210164353e-02,4.147311151e-01,7.108353078e-03,-6.938238442e-02 +biases2 = -1.836811379e-02 diff --git a/params/D00090.001.txt b/params/D00090.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8037c3c7fbedd5918e757a37359b2c6f5ba79e5 --- /dev/null +++ b/params/D00090.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 2.176079938e-08,1.412353168e-08,2.087704765e-08,-1.248511183e-09,3.343698651e-08,8.210403919e-01,-9.677055478e-02,-8.368460834e-02,1.598757505e-01,3.746347232e-08,-4.214404381e-09,-1.355873547e-08,3.064873155e-08,9.390356581e-08,-9.091949948e-08,-5.428173542e-01,-5.133523118e-08,8.155387121e-08,4.486648919e-08,-9.851523153e-09,6.215174153e-08,-6.577261686e-01,-1.992002428e-01,2.024925686e-02,-7.898009568e-02,-8.697722542e-09,4.390463815e-08,3.048797836e-08,-6.889865745e-08,-1.021773688e-08,8.870197377e-08,2.213323712e-01,-4.885800919e-08,8.694064491e-08,-2.588715553e-08,1.685605433e-08,-3.506632851e-08,-2.563805878e-01,3.291678056e-02,1.197290258e-03,-3.333561122e-01,2.963266521e-09,1.141974479e-07,-8.544727592e-08,-3.048715413e-08,7.700090343e-09,1.865672594e-08,8.424891159e-03,5.195995190e-09,-1.225223212e-08,3.081121847e-08,5.661084379e-10,2.296816781e-08,-5.149645209e-01,1.015065610e-01,-6.986226887e-02,-2.823763490e-01,-8.151637587e-08,-2.244765707e-09,4.227959138e-08,6.528001961e-08,-2.370043894e-08,-1.409604078e-08,2.030110955e-01,-6.806840247e-08,-7.862607276e-08,2.822943479e-08,3.571194540e-08,6.495999116e-08,-7.390666008e-01,-2.081721872e-01,1.008741558e-01,9.509243071e-02,9.430617354e-08,8.768360971e-08,-2.102426144e-08,-2.595077397e-08,-4.319573321e-08,5.839017714e-09,-9.205140918e-02,5.179864715e-08,6.042434109e-08,-8.461005230e-09,2.677207611e-08,3.709950036e-08,1.673806310e+00,2.052749740e-03,-5.365776271e-02,-2.083550543e-01,4.809384890e-08,-8.759724501e-09,-3.175755481e-08,4.572965295e-08,5.216329768e-08,6.442415046e-09,1.002060063e-02,-3.385608593e-08,3.742207255e-08,3.851002006e-08,-9.755942187e-08,6.454595791e-08,-8.666067123e-01,-9.157934226e-03,6.647689641e-02,-9.259802848e-02,3.704409934e-08,-4.184112967e-08,-6.585923984e-08,6.589090873e-08,4.189693570e-08,6.650594742e-08,-3.307184204e-02,-5.746394294e-08,-3.318350483e-09,4.925761843e-08,-2.388407516e-08,1.140903407e-07,-6.635561585e-01,2.829063311e-02,-2.568061650e-01,-3.314467967e-01,1.363624165e-07,1.571301489e-08,2.743603211e-08,1.204598874e-07,-7.344466013e-08,3.910514224e-08,1.560611092e-02,-5.569307504e-08,5.079203191e-08,-3.238958968e-08,-1.027225949e-07,1.379296055e-08,-7.942280173e-01,-3.845279813e-01,1.618923545e-01,-5.524356291e-02,1.612340306e-08,-8.445458555e-09,7.139365721e-08,-6.188645330e-08,4.866276626e-08,-6.837782340e-09,-5.562603474e-01,-5.942260017e-08,-4.862624792e-08,-8.213191904e-08,8.722169298e-08,-5.397174263e-08,-7.807482481e-01,-3.933226466e-01,-1.163683906e-01,-1.543568075e-01,2.423897971e-09,-5.171687079e-08,8.709920962e-08,-3.060182152e-08,-7.207349828e-09,-8.031878451e-08,3.659321368e-01,-3.409585858e-08,1.526241000e-08,1.209305793e-07,-3.974925278e-08,8.742946811e-09,1.768536210e+00,4.520296454e-01,-7.255106419e-02,9.019004554e-02,-7.760279885e-08,-8.305502064e-08,-6.372236072e-08,4.278847943e-09,4.878844351e-08,4.531930387e-08,-1.604887843e-01,-6.825167986e-08,2.700489965e-08,1.155400469e-07,8.098530913e-08,9.338896234e-08,-7.889628410e-01,1.258737296e-01,-9.861335158e-02,-4.315248430e-01,7.652018041e-08,3.545840954e-08,-3.933382331e-08,-4.139156928e-08,5.616142218e-08,-8.202768242e-08,2.368869483e-01,1.740872158e-08,-1.289671303e-07,-3.860883879e-08,-7.923951273e-08,-1.603024380e-08,1.625028491e+00,-4.971279800e-01,-1.490997523e-02,1.064869016e-01,-5.420476512e-08,-1.049211296e-08,-5.373696510e-08,2.175748115e-08,7.106242350e-08,1.662549742e-08,-1.056243926e-01,-5.639376610e-08,-4.106457041e-08,-8.735445256e-09,-2.413310107e-10,-5.301832218e-08,-7.101997733e-01,-6.288278103e-02,5.620193481e-02,-2.100764513e-01,7.772486299e-08,-6.466538593e-08,8.585988098e-08,5.926671065e-08,-7.150075731e-08,8.642309979e-08,3.682727814e-01,-2.134924948e-08,-4.507711182e-08,4.484132532e-08,-7.373556343e-08,1.362108093e-09,-6.453179121e-01,1.798718423e-01,-3.282893077e-02,-4.680220038e-02,5.536073644e-08,-2.218753714e-08,-1.247745463e-08,8.616770941e-08,1.235587899e-08,7.735999930e-08,-3.205230236e-01,1.592565524e-09,-2.682405942e-08,4.225586991e-08,2.604835636e-08,4.296860467e-08,-8.653007150e-01,1.829855144e-01,-1.386657804e-01,-4.158312678e-01,3.050000075e-08,2.354159001e-08,-5.623909871e-08,-4.538796006e-08,-7.004869218e-08,-6.010927223e-08,-4.304337874e-02,1.789883974e-08,3.240056046e-08,-9.474464946e-08,-2.538255384e-09,2.514736330e-08,3.918437958e-01,-3.601098657e-01,-2.345901281e-01,6.873851269e-02,2.843934688e-08,-3.738153342e-09,-3.464975507e-08,6.885074555e-08,-7.294140403e-08,1.893733703e-08,-3.170950115e-01,4.020081334e-08,6.574008182e-08,7.224365106e-08,-4.207925031e-08,2.142316013e-08,3.050312214e-02,-2.101302333e-02,2.414699495e-01,-3.335054517e-01,-7.145790448e-08,-5.968755090e-08,-4.507010587e-08,-1.258463698e-07,-3.481565591e-10,-9.418789082e-10,1.819840670e-01,-4.492039452e-08,-2.441948332e-08,1.761072532e-08,1.192638166e-07,-7.255164292e-08,-6.591646075e-01,-2.025679201e-01,2.048566379e-02,8.140566200e-02,-4.741731274e-08,1.980264308e-08,4.937745857e-08,4.232193707e-09,-1.861288901e-08,-1.102347880e-09,-5.022385344e-02,4.345328986e-09,9.036585880e-08,1.423753115e-08,-3.200038279e-08,8.593961986e-09,-4.483334720e-01,4.452813566e-01,-1.729133427e-01,-3.969260752e-01,9.627042630e-08,-3.298593398e-08,5.726128549e-08,3.275892979e-08,1.273083239e-08,5.151664428e-09,8.757100254e-02,-1.833642749e-08,1.788729720e-09,-1.872512279e-08,-2.970790014e-08,-4.610699733e-08,1.564454138e-01,-3.040627539e-01,5.992355943e-02,-1.697654873e-01,8.349899616e-08,8.693967146e-08,-3.821806871e-08,-7.428636195e-08,5.056245911e-08,9.138941159e-09,-3.406640142e-02,3.845291641e-09,-8.498712134e-08,5.942656500e-08,-2.241760111e-09,-7.272875280e-08,-6.248042732e-02,6.610596925e-02,-1.677387059e-01,-1.714561321e-02,8.053983436e-08,-8.086269787e-08,-9.918880828e-09,7.181145634e-08,-3.564620599e-08,-3.358577416e-08,2.310482413e-02,-2.081926276e-08,-1.930917826e-08,-3.961268291e-08,-5.258633706e-08,6.212759729e-08,-4.950734973e-01,-3.978115916e-01,1.279181093e-01,-1.501397043e-01,6.951957943e-08,-5.737303610e-08,1.683607387e-08,-6.777382566e-08,5.137220072e-08,7.231214738e-08,-5.378524587e-02,3.853071107e-08,-2.766668494e-08,-6.582077106e-08,5.491484245e-08,-7.206097052e-08,-2.189179361e-01,4.391708374e-01,-1.538662016e-01,-1.811159402e-01,5.274081971e-08,-2.750852524e-08,4.893331251e-08,1.200713484e-07,-4.808685716e-08,3.660527881e-08,-5.542171001e-02,-6.704267008e-08,6.264102126e-08,3.437573426e-08,3.068255339e-08,8.784432026e-08,1.004101057e-02,7.017868012e-02,1.235379353e-01,-9.470463544e-02,2.340019556e-08,6.445345146e-09,6.410194597e-09,1.613296718e-09,7.644386812e-08,-7.105565203e-08,-4.421079457e-01,4.978540691e-09,-3.635028989e-08,1.080882139e-08,1.065850626e-07,2.792717346e-08,-1.790758073e-01,-2.719250023e-01,-9.377154708e-02,-1.489436477e-01,2.656999065e-08,-6.162498067e-08,7.833698135e-08,-5.202863562e-08,6.137895525e-08,1.533813965e-08,3.020863235e-01,5.713062734e-08,9.080702057e-08,8.746093272e-08,1.944360228e-08,1.413252715e-08,-2.196454853e-01,-6.221303940e-01,6.520015746e-02,-1.087249070e-01,-3.734913534e-08,1.296082797e-08,-9.194458528e-08,6.543927356e-08,-1.093994513e-07,-7.036781824e-08,-3.343382776e-01,1.443506914e-08,5.032399830e-09,-5.900843547e-08,-2.192678572e-08,6.104234895e-09,-2.100802213e-01,6.307374835e-01,-2.187625617e-01,-1.691084653e-01,6.980768319e-08,5.621633292e-08,7.613961372e-08,-1.269487182e-08,4.950086918e-08,7.519116885e-09,3.839798868e-01,6.886093473e-08,1.721325482e-08,-3.070824661e-08,3.524494829e-08,-5.513396673e-08,-1.754046977e-01,1.653878093e-01,-2.398663312e-01,-4.403405637e-02,1.425024276e-08,2.966201063e-09,6.320549062e-08,-9.118039657e-08,1.133795724e-08,-3.796611381e-08,-6.480605155e-02,2.851725078e-08,-4.825378763e-09,6.963365706e-08,-1.164450669e-08,-1.959863916e-08,-1.424911171e-01,-2.255958617e-01,3.734197915e-01,2.343690582e-02,7.829703463e-08,-2.371353425e-08,3.616343847e-08,-2.084801221e-09,8.134011686e-09,-3.120738157e-08,2.042973489e-01,-5.336888975e-08,-2.836063295e-08,-7.058408524e-09,9.140019586e-08,-5.236384837e-08,-4.723115824e-03,-5.888038874e-01,-6.230865046e-02,-2.980361581e-01,-1.033013888e-07,-1.134749095e-08,-3.071695787e-08,1.012617048e-07,-3.262247716e-08,-2.771692031e-08,-5.403774977e-01,-2.048336434e-08,7.279243164e-08,5.402608849e-08,-1.170713926e-08,1.284008704e-07,-2.879963219e-01,4.625346661e-01,-1.916799396e-01,-2.070884258e-01,-2.242041397e-08,1.099304381e-08,3.417361327e-08,-3.320978337e-08,-7.700603710e-09,-6.109179651e-08,2.194177210e-01,-1.307384423e-07,-9.022637926e-08,6.699375632e-08,8.017414643e-08,7.768867505e-08,-2.148488611e-01,7.935193181e-01,-8.120515943e-02,-1.661814898e-01,-5.053260210e-08,1.244587100e-08,-2.645974995e-08,3.843723206e-08,3.443255636e-08,9.873939000e-09,3.488319814e-01,-4.505684714e-08,-3.698313211e-09,1.633940450e-08,-3.358389833e-08,4.680413834e-09,2.502537668e-01,-4.646998942e-01,-1.127008349e-01,2.422020882e-01,-1.912364045e-09,5.766106259e-09,1.152449016e-07,-3.149446215e-08,-6.703960764e-08,-1.674555783e-08,-9.874485433e-02,-4.877693627e-08,9.540618073e-09,-8.381896066e-08,-3.622107769e-08,-7.910698230e-08,-1.460859329e-01,-8.149256110e-01,3.808648586e-01,-2.516143620e-01,-4.865662362e-08,7.842230332e-08,-6.720067347e-08,-7.547488856e-09,-7.502956123e-08,1.246549619e-08,-3.581901491e-01,6.140655273e-08,2.526184240e-08,-8.346703595e-08,-2.007233313e-08,-4.252794028e-08,-5.392508507e-01,2.774328291e-01,-3.033011258e-01,-3.527942896e-01,4.509093543e-08,1.657062931e-08,-5.406366910e-08,5.401797054e-08,2.643023045e-08,8.740470037e-08,3.115618229e-02,-1.487815826e-08,1.265023730e-08,6.738207503e-08,4.237093876e-08,-9.037395188e-08,-1.679050326e-01,1.738988161e-01,7.574640214e-02,-4.923740029e-02,6.068023595e-08,1.910334824e-08,8.939223761e-08,6.141416975e-08,9.147261437e-08,1.820338902e-08,2.228505313e-01,3.000701909e-08,1.017450568e-08,-1.334877009e-08,-6.984119238e-08,1.765320529e-10,-1.340838969e-01,1.648739576e-01,-7.205127925e-02,2.142442167e-01,-4.231676698e-08,-1.727177157e-08,-7.662200119e-08,-4.482172500e-08,5.215045107e-08,8.244904137e-08,-8.944433928e-01,3.670894344e-08,3.981344321e-08,-3.283931704e-08,-6.307909217e-08,-3.928266423e-08,2.159742713e-01,-9.470514655e-01,8.424049616e-02,-6.160442233e-01,-8.354911074e-08,-2.087420903e-08,2.481859607e-09,7.071933084e-08,5.392664804e-08,3.556557715e-08,4.136345983e-01,-1.144008763e-07,4.494512140e-08,9.070161155e-08,1.792673210e-08,9.241813537e-09,-5.740344524e-01,4.141784310e-01,-2.060247958e-01,-1.100880206e-01,5.363643751e-08,5.173641426e-08,-2.092042983e-08,-1.720926512e-08,-4.755109018e-08,-7.805898150e-08,1.294295043e-01,-4.455667835e-08,2.827138168e-08,4.037951129e-08,3.239717827e-08,-5.716936613e-08,-2.469844520e-01,1.222468138e+00,-2.715993226e-01,-2.312985361e-01,-2.776991415e-10,-1.299906938e-08,-7.744205277e-08,3.151041383e-08,8.361730863e-08,2.311709402e-08,-5.592958331e-01,-1.556388973e-08,4.728047642e-08,9.090276087e-09,1.458289756e-08,2.446002689e-08,-7.012462616e-02,-6.655720472e-01,3.866386041e-02,2.850301862e-01,-2.576877911e-08,-7.992312590e-08,-3.712283103e-08,-7.706044869e-08,-3.689258321e-08,2.558498302e-08,2.897046879e-02,1.254343990e-10,7.629333254e-08,-8.228181514e-08,2.609013627e-08,1.189846159e-07,4.809881374e-02,-9.516193271e-01,1.062900275e-01,-6.492192745e-01,3.351921052e-08,4.916054408e-08,4.714015844e-08,3.082363875e-08,1.337271716e-08,-2.484627437e-08,2.154609114e-01,-1.276214601e-08,-3.490046296e-08,-5.677397663e-09,6.006174402e-08,-9.396075029e-08,-3.668181002e-01,2.002354115e-01,5.836739438e-04,8.342399262e-03,-2.143366551e-08,1.316112286e-08,-2.615776573e-08,8.568548537e-08,8.964016751e-10,6.701971245e-08,1.747503132e-01,-1.698176710e-08,-6.253780782e-08,5.093290767e-08,-8.775782767e-09,1.533783767e-08,-4.149477184e-01,1.494880617e-01,-9.975228459e-02,6.643890142e-01,1.020940630e-07,1.323346499e-08,-4.821913180e-08,8.815509034e-08,1.680643003e-08,7.846739436e-08,5.134184361e-01,-6.210026982e-08,-5.626768740e-08,2.420586576e-08,-1.914867376e-08,1.123966786e-08,-7.094984502e-02,-5.300302505e-01,-3.453783691e-01,-1.109429717e+00,8.431732113e-08,2.737988147e-08,-2.313837122e-08,3.552872219e-09,-2.023331724e-08,4.517699548e-09,-4.020408988e-01,-7.216706877e-08,6.145077691e-08,3.382558234e-08,8.409396912e-08,-5.724286822e-08,3.312565982e-01,3.552792668e-01,4.398795366e-01,-1.979933381e-01,-3.577526897e-08,1.473502493e-07,3.879821353e-09,7.119854217e-08,7.612769082e-08,2.635801444e-08,-3.167124689e-01,-1.134122556e-07,2.832235335e-09,6.496154015e-08,-4.836583756e-08,1.982477293e-08,-4.886310995e-01,-1.635729969e-01,-1.428090930e-01,8.357889950e-02,-5.365353317e-08,3.987151498e-09,-8.682525254e-10,4.376909502e-08,-5.072736187e-08,6.682384424e-08,7.898353785e-02,6.416645704e-08,-8.916045147e-08,-7.013296965e-08,4.988616187e-09,5.053710694e-08,-3.319896162e-01,-1.074336991e-01,5.539083853e-02,6.864628196e-01,1.967951313e-08,1.847067033e-08,6.921057949e-09,6.063572755e-08,2.542514288e-08,2.106579622e-08,3.658383787e-01,3.442501040e-08,-2.729358251e-08,-6.826398646e-08,-3.902669832e-08,-7.778859867e-08,1.281386334e-02,-2.487337589e-01,-1.388677359e-01,-7.650293112e-01,-7.625617826e-08,7.469603247e-08,-1.091930368e-08,-7.095813714e-08,-3.998674103e-08,7.348487596e-09,-1.898743212e-01,-1.878504285e-08,-2.746032290e-09,1.653612891e-08,2.940050425e-09,-7.449628470e-08,1.314584762e-01,-7.330325842e-01,2.553574145e-01,-1.937639564e-01,-3.386004366e-08,-2.406675925e-08,-1.130748046e-07,-5.639344280e-08,8.878406277e-08,1.653297765e-08,-3.340653777e-01,7.786202616e-08,-5.699023919e-09,-6.129412355e-08,-1.883436518e-08,7.942625757e-08,-4.413188100e-01,9.705674648e-01,-3.184558451e-01,-2.569470406e-01,-6.861841317e-09,-5.428298877e-08,6.780206263e-08,-9.471885498e-09,6.139791964e-08,1.972440522e-08,5.605864152e-02,-6.350996529e-08,6.431259436e-08,-3.668841586e-08,-3.513912006e-08,8.353320879e-08,-5.598050356e-01,2.349360436e-01,-3.104946017e-01,-6.073368192e-01,-8.155726761e-08,-6.431589838e-08,-2.486526363e-08,3.033774831e-08,-4.739482762e-08,-2.180095215e-08,3.315507770e-01,-7.355483689e-08,-7.405878932e-08,3.066887544e-08,2.114471265e-08,5.222616650e-08,-7.540208101e-02,3.812753782e-02,1.213598326e-01,1.430393815e+00,-7.133382951e-08,-7.842839977e-08,9.290086034e-09,6.025295107e-08,-3.076568689e-08,-5.159322924e-08,-4.415755719e-02,-7.761156695e-08,3.206995913e-08,4.066954418e-08,-9.071364815e-08,-9.009320934e-08,2.228953987e-01,-4.482679963e-01,1.906502545e-01,-7.300100327e-01,-6.462416824e-09,-1.856237652e-08,-3.133342030e-09,-9.141289325e-08,-6.092666638e-08,-1.753266510e-08,-1.221565381e-01,4.417612498e-09,-3.721235320e-09,-1.016294675e-07,3.698526374e-09,-8.832167708e-08,-2.101588249e-01,-1.154135074e-02,-1.269972473e-01,-6.069713831e-01,-7.450982764e-08,5.394228353e-08,-2.264498455e-08,-3.271858873e-08,-9.152424951e-08,3.321349240e-08,-2.542930543e-01,7.350976716e-08,-3.284721828e-08,-7.085850484e-08,-3.435146922e-08,4.441067247e-08,-7.103038430e-01,-1.792867109e-02,-3.857107460e-01,-6.394876838e-01,-5.389851410e-08,-4.242949458e-08,5.642794676e-08,-4.529561437e-08,9.530967304e-08,1.725821797e-08,6.392441392e-01,2.423854717e-08,2.019982226e-08,1.754690437e-08,3.374605129e-08,5.427501648e-08,1.542726755e-01,-2.005551904e-01,3.084077239e-01,-6.915856004e-01,-6.898095961e-08,-6.099523997e-09,-6.936836883e-08,-5.734458952e-08,-7.313921913e-08,-6.856874624e-09,-1.925255507e-01,4.700102707e-08,8.375268123e-08,-2.635893814e-08,-3.337130394e-08,2.903997487e-09,2.328356802e-01,-2.393503487e-02,2.899471819e-01,1.514019966e+00,-3.428057127e-08,-1.292823537e-08,5.830290561e-08,6.588630441e-08,-1.502488622e-08,-5.061979991e-08,-4.999325275e-01,1.319237253e-08,-6.475069370e-08,7.982561101e-08,2.982641334e-08,-7.902828969e-08,-3.474793732e-01,5.893770605e-02,-3.191712797e-01,-6.970717907e-01,3.407438331e-09,5.844887951e-08,1.550086837e-09,-2.904273977e-08,1.738347954e-08,7.180604911e-08,-3.372978419e-02,6.829385768e-08,-3.781710234e-08,6.558114762e-08,6.402582642e-08,3.749412869e-08,-6.588222384e-01,-4.929100629e-03,-1.331540793e-01,1.420116425e+00,2.640300245e-08,3.915001656e-08,7.200684138e-08,-6.790735085e-08,5.104634226e-08,-7.163352223e-08,1.113980263e-01,7.601983043e-08,8.044860778e-08,3.579526364e-08,-1.133809757e-08,5.218653243e-08,-5.421818420e-02,-2.996517420e-01,4.222140908e-01,-6.027767062e-01,-8.156253273e-08,7.197157004e-08,2.290688084e-09,-7.944632330e-08,-6.617357684e-08,-5.316006124e-08,-6.934817880e-02,-4.698365430e-08,-4.272012433e-08,-7.385642675e-08,-4.720790159e-08,-8.785398364e-08,2.405377477e-01,-2.682828531e-02,-8.269748837e-02,-6.682894230e-01,3.594788822e-08,-3.712561281e-08,3.914979985e-08,3.592391451e-08,-2.915467512e-08,4.070649240e-08,-3.073803894e-02,-3.593571662e-08,-1.137969434e-07,-4.559010947e-08,-8.584328270e-08,3.070677579e-08,-1.683963835e-01,1.395903081e-01,-3.494103253e-01,-6.638267040e-01,-4.548626364e-08,-4.277297094e-08,1.874873767e-08,-6.074299730e-09,-6.278026632e-08,5.827745397e-08,-1.192895845e-01 +thresholds = -6.559262692e-05,-1.402087859e-03,-6.897527055e-05,-1.027817489e-04,-6.115220021e-04,-2.788832188e+00,-8.264858723e-01,-6.525345445e-01,-2.432777405e+00,-4.643872846e-03,-9.927774081e-04,-4.818390880e-04,-1.309999643e-04,-9.654460155e-05,-1.012713547e-04,-4.838021994e-01 +weights1 = 8.206645399e-02,-9.826915339e-03,-3.156528249e-02,-6.706859916e-02,8.678916842e-03,-3.069333732e-03,1.668209793e-09,2.335730009e-02,-8.021078912e-09,-9.926956147e-02,9.499844467e-09,-4.159160890e-03,-7.936133072e-03,5.211213976e-02,5.350195244e-02,-8.189230412e-02,1.098630391e-02,3.549821675e-03,-2.117005363e-02,1.621876657e-02,-3.061234578e-02,-1.226139814e-02,1.671529189e-02,5.169150233e-02,-8.691725135e-02,4.972724617e-02,-9.215316176e-02,-9.378401563e-03,-8.502101526e-03,-5.020900443e-02,-9.916992858e-03,-2.968651429e-02,-4.242588766e-03,-1.239588670e-02,-2.752693370e-02,7.458476059e-10,-1.183963791e-01,2.462713420e-02,-3.314695135e-02,2.674961090e-02,-4.720663279e-02,-1.970298029e-02,5.986370510e-09,9.686408937e-02,3.842236474e-02,-2.363392711e-02,-1.907794513e-06,-5.007685721e-02,-3.181305528e-02,-3.841368482e-03,-4.125263542e-02,-2.809878066e-02,3.481112509e-09,-2.452150546e-02,-7.392250933e-03,3.107592091e-02,-1.302826405e-02,-8.015543222e-02,-1.324680448e-02,-6.574061699e-04,-1.443970948e-02,2.440780960e-02,-1.575649902e-02,5.982065201e-02,-2.795417607e-02,5.558274314e-02,3.862825222e-03,1.756212860e-02,2.974928170e-02,1.474220306e-03,-1.533965021e-02,2.950252034e-03,-3.894474357e-02,-6.932841241e-02,-1.267811656e-02,-3.475103527e-02,8.708497137e-02,3.586838767e-02,-2.346064709e-02,7.641443610e-02,-1.891772635e-02,-5.596374162e-03,1.557198726e-02,-5.751632154e-02,-4.464647319e-09,-7.724299282e-02,4.133356735e-03,4.857156426e-03,1.297669113e-02,-1.297355778e-09,1.599578001e-02,6.196756847e-03,-8.676486462e-02,-3.389617056e-02,7.048183033e-05,-5.290110409e-02,1.339328848e-02,-9.710599482e-02,-5.676690489e-02,7.111879066e-03,-2.265066095e-02,4.265411943e-02,8.816163056e-03,-2.850258350e-02,1.070933789e-02,-3.614115396e-10,-2.392824739e-02,9.985037148e-02,-5.598573387e-02,3.518511355e-02,-1.329824775e-01,3.439466283e-02,5.639156327e-02,-7.535342872e-02,-8.350930363e-02,-1.812306792e-02,4.634542391e-02,7.732185721e-02,3.795467690e-02,-8.645021357e-03,3.734504059e-02,1.116168136e-08,2.443008240e-09,7.553928532e-03,-1.235846803e-02,6.081516296e-02,5.501551926e-02,-6.279719621e-02,2.597019449e-02,-9.345484897e-03,-4.769931361e-02,6.305982918e-02,7.712308317e-03,-5.417671055e-02,2.747376263e-02,3.022841737e-02,-7.758755982e-02,5.020650104e-02,1.635219902e-03,-6.862382405e-03,8.374106741e-09,-5.915252864e-02,5.598414689e-02,-8.842662722e-02,8.908311278e-02,1.730646007e-02,-4.030951573e-09,2.126671746e-02,9.224039310e-09,3.466018289e-02,-1.477749273e-02,-2.567069605e-02,4.258283059e-09,-5.121310242e-03,-4.425343126e-02,-3.621771932e-02,7.382712513e-02,-3.623347357e-02,1.783847070e-09,7.781718671e-02,3.001036122e-02,-1.426072977e-02,3.121983632e-02,-7.332069174e-09,3.587673977e-02,-8.524365723e-02,-2.506248653e-03,-4.242618382e-02,8.667877083e-09,-6.097374856e-02,5.067390203e-02,4.226196930e-02,2.855412129e-09,1.694786176e-02,-1.533619314e-02,-7.953479141e-02,7.911265641e-02,6.904415041e-02,4.509960115e-02,-1.662291028e-02,-5.351345986e-03,2.551603690e-02,-6.115543842e-02,1.069552302e-01,5.022229627e-02,9.475569218e-10,2.804319188e-02,-6.279897690e-02,-6.523157656e-02,2.351576462e-02,5.336277187e-03,-3.169452399e-02,6.984139793e-03,6.845727540e-09,-1.184637845e-02,9.201684035e-03,-7.334085181e-03,-4.161232151e-03,-4.503297433e-02,-1.288091578e-02,6.855523214e-03,-3.347259015e-02,5.404869840e-02,-4.431526363e-02,1.583452150e-02,8.371030539e-02,4.866179079e-03,-1.672971994e-03,1.155730784e-01,-8.271697909e-02,-6.654786319e-02,-4.460189864e-02,4.769968241e-02,7.016178966e-02,-1.672419347e-02,-4.321129993e-02,-6.450207904e-03,-2.522244677e-02,2.999609709e-02,4.178977758e-02,-3.919151425e-02,1.309525643e-08,1.777038351e-02,7.150410861e-02,4.039306566e-02,-5.625417084e-02,-5.848260224e-02,2.629789338e-02,-1.112771209e-08,4.798648506e-02,6.256666780e-02,5.248526484e-02,1.185111701e-01,6.412456930e-02,-9.533695877e-03,-9.200421162e-03,1.580613479e-02,6.480775028e-02,-1.816576533e-02,3.845944256e-02,3.752547503e-02,-2.030014433e-02,2.723861359e-09,-1.738157396e-09,-4.836267233e-02,-1.608137041e-02,6.289996952e-02,1.431001628e-08,-1.339101233e-03,1.195655204e-02,8.224174380e-02,1.987956244e-09,3.802529722e-02,3.227704992e-09,3.329096735e-02,-1.131587476e-01,-4.925825074e-02,1.650065640e-09,6.017693132e-02,3.603446484e-02,-1.911097579e-02,1.235754229e-02,-1.632141322e-02,8.238309063e-03,-2.469021082e-02,1.667048782e-03,-1.401101425e-02,9.465970099e-02,-1.782418229e-02,1.096703112e-01,-3.294061497e-02,-1.620254479e-03,2.326032892e-02,-1.125860028e-02,-5.463793874e-03,5.897767842e-02,7.155475207e-03,-4.438960552e-02,1.109936237e-01,3.622191958e-03,-4.718491063e-02,2.245470695e-02,4.865209013e-02,-4.948151857e-02,-3.598819301e-02,-6.566569209e-02,-1.655895263e-02,-3.905526549e-02,6.957997382e-02,1.602387056e-02,6.851141341e-03,-2.783120051e-02,-2.575759776e-03,3.239408135e-02,-2.218840085e-02,3.603344411e-02,3.320612945e-03,-1.335536689e-02,-2.505090833e-02,-9.574897587e-03,-2.477118373e-02,-1.236845180e-02,-7.037428418e-09,9.195925086e-04,2.484701574e-02,-6.498873234e-02,-3.912931681e-02,-2.362604998e-02,-1.130612940e-02,-6.341562420e-02,-3.246211633e-02,3.257479891e-02,-1.331207808e-03,-1.127313794e-06,-6.732838731e-09,-2.891839296e-02,-2.443112060e-02,-3.861133754e-02,6.901508254e-10,3.483464941e-02,4.956797347e-04,-2.851225734e-01,3.481256366e-01,-7.031168789e-02,-3.984552622e-02,4.823360145e-01,-1.626654714e-01,-2.946880758e-01,-8.096490055e-02,3.795420229e-01,3.216736764e-02,2.893942893e-01,-1.086476147e-01,-2.835482657e-01,2.357117087e-01,3.228629529e-01,3.542994261e-01,-8.961185813e-02,-3.032991886e-01,6.560414331e-04,6.246723700e-03,-9.236612916e-02,2.413664944e-02,7.208079100e-01,-5.534552410e-02,-1.293485314e-01,2.120925039e-01,1.038280795e-09,-3.029846251e-01,-1.125961393e-01,2.080469429e-01,-8.705096692e-02,-1.630199514e-02,-1.156030688e-02,8.373678476e-02,-4.086032510e-02,-4.491395503e-02,1.458499432e-01,2.515057102e-02,-6.864278764e-02,-1.224055700e-02,3.621624038e-02,-1.853475720e-02,9.651628882e-02,-2.990931459e-02,1.264872728e-03,1.322749406e-01,6.084132567e-02,6.595861912e-02,5.542827398e-02,-3.819554299e-02,-7.827823609e-02,-6.496385485e-02,-1.328040380e-02,1.153474301e-02,1.654953659e-01,-1.337028667e-02,-2.626001462e-02,8.910042793e-02,6.485226750e-02,-8.606561273e-02,-3.109211475e-02,6.091425568e-02,-2.202857751e-03,3.647473874e-03,3.615786880e-02,-1.610722840e-01,7.036864012e-02,7.952684164e-02,-4.362947345e-01,6.066121534e-02,4.441498965e-02,3.522446007e-02,-2.564589381e-01,-7.501392812e-02,-4.263202846e-01,2.578471787e-02,4.861732479e-03,-5.882203579e-01,-1.847423166e-01,-3.830021024e-01,-6.123617664e-02,3.907152638e-02,-5.190444365e-02,-1.238919199e-01,-8.888853341e-02,-4.975586012e-02,-5.875410438e-01,9.132131003e-03,6.768680364e-02,-2.324422300e-01,-3.839769587e-02,1.135386713e-02,2.496697940e-02,-2.507338226e-01,8.255036175e-02,-8.701305091e-02,1.107953787e-01,-2.091367245e-01,1.851376593e-01,2.834371291e-02,-2.237886786e-01,1.773827970e-01,2.491401881e-01,-9.685255587e-03,-2.973246872e-01,-1.998255961e-02,-2.384766638e-01,2.552893758e-01,1.928355992e-01,-2.176232338e-01,-2.138520777e-01,-1.438277662e-01,-6.949826144e-03,1.950764358e-01,-1.146073826e-02,3.142187744e-02,-1.076111663e-02,1.089664525e-03,-2.425147444e-01,-1.390529424e-02,2.108965665e-01,-2.097516209e-01,6.831644583e-09,2.224717438e-01,2.230670601e-01,-8.332794160e-02,1.792767048e-01,2.029274357e-03,-1.953219175e-01,2.814204991e-01,-1.656672210e-01,-1.309490502e-01,2.248806208e-01,-1.555385292e-01,-1.574404538e-01,-7.903980464e-02,1.660367846e-01,5.620584637e-02,1.208189055e-01,-7.293769717e-02,-1.110510081e-01,2.230501771e-01,2.894712687e-01,1.561373323e-01,-8.085355163e-03,-1.392219216e-01,-6.114906818e-02,-3.691520760e-06,-6.705768872e-03,4.433030728e-03,1.998462230e-01,1.498915721e-02,-9.470470995e-02,2.310403287e-01,-3.247590736e-03,-1.633602679e-01,-3.270915151e-02,1.708166450e-01,-1.215695143e-01,7.295988500e-02,-6.559567060e-03,-1.323972363e-02,-4.346412141e-03,-7.397331297e-03,1.516378205e-02,6.353835016e-02,-8.625461906e-02,7.856427133e-02,-8.628074080e-03,1.027917915e-05,6.340291351e-02,3.715579957e-02,2.946889773e-02,1.672006212e-02,-2.738253912e-03,-3.490560502e-02,-8.383980393e-02,-1.754143834e-02,1.206803136e-02,9.073241614e-03,1.913998090e-02,-8.130590431e-03,6.754655391e-02,-6.113870442e-02,-3.990976140e-02,4.626117274e-02,3.887090832e-03,2.967106737e-02,-4.657850042e-02,1.261877418e-01,4.016652703e-02,-2.073174529e-02,-1.214844212e-01,2.493757010e-01,-1.515097320e-01,-8.251141012e-02,4.155364633e-01,-1.140690669e-01,-1.097258925e-01,-3.764051571e-02,5.259331465e-01,-3.771428391e-02,2.330714613e-01,-1.537405998e-01,-9.445078671e-02,5.557667613e-01,2.655898035e-01,5.874593183e-02,-6.098339707e-02,-1.151165739e-01,-2.820136771e-02,8.038894273e-03,5.255503580e-02,-4.014109820e-02,7.324886918e-01,-5.793204065e-03,-8.431982994e-02,3.120459318e-01,-5.895916373e-02,-7.050188631e-02,-2.224224657e-01,1.767117083e-01,-1.480881721e-01,-3.495975509e-09,-1.935599931e-02,-1.404351322e-03,-3.779995022e-03,2.246780321e-02,1.250637919e-01,3.257254884e-02,-7.233112701e-04,-5.409393343e-04,9.460789710e-02,-6.117447279e-03,3.705264255e-02,-5.209178562e-05,-7.935848832e-02,1.146888211e-01,4.434162378e-02,1.545474771e-02,4.627461894e-04,1.291376203e-01,-6.842703559e-03,-9.757078369e-04,-2.453676052e-02,5.715522543e-02,3.727682680e-02,-1.243284853e-08,5.272068083e-03,4.760712385e-02,8.746731281e-02,-6.671182066e-02,1.672153920e-02,8.650065213e-02,4.179543257e-02,6.124098562e-09,-1.428721363e-09,2.480227314e-02,-8.153448813e-03,-4.108317569e-02,4.518230259e-02,4.679362848e-02,8.690159768e-03,-1.826082170e-02,-6.746445596e-02,2.295066603e-02,3.808399662e-03,-4.778037521e-09,2.874023467e-02,1.717209257e-02,2.004279569e-02,7.909852080e-03,1.025080867e-02,-3.218409419e-02,5.016957223e-02,-5.266739987e-03,-7.590359473e-06,2.389980108e-02,-1.718816906e-02,1.096118242e-03,-6.376440078e-02,4.659007862e-02,-3.163737245e-03,-1.620791107e-02,1.098255664e-01,-2.244254388e-02,1.639762335e-02,5.478335172e-02,-4.815115407e-02,9.347892366e-03,-8.536579460e-02,1.494991779e-02,-7.480530441e-02,-1.578567624e-01,1.861199923e-02,-3.714150987e-09,-1.410845440e-09,6.320758909e-02,-3.874006867e-02,-5.923742801e-02,-5.188691244e-02,4.135420895e-09,-6.858129620e-09,-9.906802045e-10,-1.085051335e-02,6.007426977e-02,1.425175369e-02,-7.579839230e-02,-2.880339324e-02,2.263778355e-03,-5.539213493e-02,-4.822286218e-02,-5.601507053e-02,6.485679746e-02,-1.632919349e-02,-4.835566506e-02,1.124806479e-01,4.309853911e-02,-2.678262070e-03,-2.237383276e-03,-4.211931676e-02,-1.758649945e-03,-3.417735547e-02,-5.411444232e-02,4.268485680e-02,8.981383592e-02,8.179605938e-03,-7.130100578e-02,1.032325700e-01,-4.812237620e-02,-7.540225852e-06,-2.557012439e-02,1.460915804e-02,9.240419418e-02,1.252055168e-02,-3.736577556e-02,-7.463807613e-02,-4.249962047e-03,4.937194288e-02,-6.692316035e-09,-2.558491752e-02,7.032694295e-03,7.432324439e-02,-2.904672921e-02,-6.144116633e-03,-4.527595825e-03,7.776337117e-02,-5.915505812e-03,-4.227169976e-02,-5.938713521e-09,-7.915414125e-02,-2.152078785e-02,-1.720649190e-02,-3.233386576e-02,1.104702875e-01,5.491099507e-02,3.107464314e-02,-2.431906454e-09,-1.145796254e-01,-8.140593022e-02,1.490337960e-02,-1.605366729e-02,-5.784547329e-02,2.184127768e-09,-3.209436312e-02,6.464823343e-09,1.017553173e-02,3.689468279e-02,-1.278006472e-02,9.091946296e-03,1.292062551e-02,1.988858543e-02,2.325440571e-02,1.543555968e-02,1.067708284e-01,7.984596491e-02,-4.660487548e-02,4.593834281e-02,-5.946867913e-02,6.509203464e-02,-3.185624629e-02,1.407888718e-03,-7.384362011e-10,-9.597706050e-02,-6.834989786e-02,-5.248423293e-02,5.305016786e-02,-1.053729095e-02,3.463368118e-02,1.814142615e-02,1.059985720e-02,1.840139180e-02,-2.174345404e-02,1.167785749e-01,3.486498259e-03,3.333372911e-09,1.864792987e-09,-7.546778768e-02,-4.651737958e-02,2.417581528e-02,3.037546203e-02,-5.291871386e-10,-2.732407302e-02,-1.043719240e-02,-4.212429747e-03,6.061223149e-02,1.086695343e-01,5.630825460e-02,-1.276730560e-02,5.670710124e-09,-8.006149077e-10,4.464753900e-09,1.832449064e-02,-4.148653895e-02,-6.327410787e-02,-2.709349617e-03,-4.248620942e-02,-7.822673768e-02,5.771388113e-02,3.371933103e-02,-4.746755213e-02,2.790535986e-02,7.793623954e-03,-8.005662262e-02,-1.227657869e-02,3.576475382e-02,2.510344610e-02,-6.532455236e-02,5.640195310e-02,-1.098067686e-02,2.128698118e-02,-9.691925347e-02,4.450304434e-02,5.480157956e-02,-1.517891884e-02,5.109087005e-02,1.956366934e-02,-6.656582991e-05,1.811309904e-02,4.879647121e-02,2.735211328e-02,4.631190747e-02,5.295857042e-02,1.249322645e-09,2.049193718e-02,-2.185443789e-02,3.101908788e-02,2.596938610e-02,7.616570592e-02,1.623240387e-08,9.049073607e-02,2.113353834e-02,6.600199267e-03,-4.249159247e-02,2.320563048e-02,3.495816514e-02,6.281686015e-03,2.444977872e-02,7.836268051e-04,-7.742076313e-09,-2.988316864e-02,2.906153351e-02,6.236586614e-06,2.768971771e-02,-2.085600980e-02,3.698048368e-02,-7.564508131e-09,2.032897621e-02,-5.436769500e-02,-8.506627381e-02,-2.330360934e-02,-1.276093535e-02,1.020331606e-01,-7.688197307e-03,4.048506543e-02,-3.215571587e-09,-7.474958897e-02,-5.069335178e-02,-5.148504302e-02,-9.350417554e-02,-1.921219192e-02,-1.378725283e-02,-3.095928952e-02,-2.912357450e-02,-3.420062363e-02,1.263651066e-02,3.189486451e-03,8.356379718e-02,-3.992810845e-03,2.803081545e-09,1.051164844e-08,-1.053612679e-03,2.365977317e-02,1.709199883e-02,-3.227304667e-02,1.660139114e-02,-1.158411056e-02,-5.130221695e-02,-9.644079313e-09,-8.478958868e-09,-6.351608572e-09,-4.724320024e-02,-6.841227412e-03,6.704397038e-09,7.830662280e-02,6.591529818e-04,4.714564420e-03,-2.988420054e-02,8.107730487e-09,5.659405887e-02,-7.244847715e-03,7.006312162e-02,2.103288432e-09,4.312330857e-02,8.853853650e-09,4.662843421e-02,-1.030801982e-02,1.215767488e-02,4.676181823e-02,3.757866099e-03,1.675366238e-02,-1.164882258e-02,3.729445860e-03,1.232060604e-03,3.050564788e-03,-3.086718544e-02,-1.995503530e-02,6.758165546e-03,-3.103064746e-02,9.506981820e-02,-5.659636315e-09,1.140820061e-08,1.428042538e-02,-3.413862735e-02,-4.520329088e-02,-7.269902155e-03,-3.299444495e-09,-1.543506235e-02,7.448878884e-02,1.394155063e-02,-1.137471758e-03,1.463970169e-03,-1.046386547e-03,5.242110230e-03,-6.501778029e-03,-6.458363714e-06,-6.334338337e-02,3.670574725e-02,4.428051412e-02,-1.246564407e-09,-3.686807305e-02,-8.455775678e-02,-7.667351514e-02,1.154830453e-08,-7.390265167e-02,6.266099517e-04,-6.226351857e-02,1.166694611e-01,7.078894228e-02,-7.424557954e-02,5.134513259e-09,6.363853067e-02,8.140176535e-02,-3.335157409e-03,-9.454842657e-03,7.584807277e-02,2.445615246e-04,-2.863219008e-03,-1.700467616e-02,-5.522741377e-02,-3.040898866e-09,1.672153361e-03,-6.674703956e-02,3.258141689e-03,1.140983589e-02,-4.143784940e-02,-1.117073900e-08,-2.005372196e-02,9.976049513e-02,-6.127646565e-02,-1.744243130e-02,2.914978564e-02,4.159532860e-02,-1.066460554e-02,9.125675771e-10,5.447511002e-02,6.247361004e-02,3.657684848e-02,-4.902505130e-02,1.098198066e-08,3.326661140e-02,8.070179075e-02,-2.220388688e-02,5.557361618e-02,-2.983881161e-02,-4.508876428e-02,-4.439859465e-02,-2.378908172e-02,1.789383963e-02,-1.169475242e-01,-5.252628587e-03,-7.911844552e-02,-1.404822990e-02,-1.356807798e-01,-4.496047646e-02,-4.588798508e-10,4.811136052e-02,4.934117571e-02,6.542784721e-02,-3.582649678e-02,-2.336204052e-03,-1.370310634e-01,-9.240504354e-02,3.098165244e-02,-1.524685882e-03,9.444067255e-03,-2.751110122e-03,-1.268994249e-02,2.426987278e-09,-8.750342578e-02,-4.287104309e-02,1.251980662e-02,4.458796443e-09,-2.218482259e-04,-8.263295889e-02,5.834085494e-02,-1.176241264e-01,1.127250382e-08,-6.127621746e-04,2.293489315e-02,-3.285949512e-09,1.837436110e-03,-2.464892715e-02,7.506450638e-03,6.058220565e-02,4.391588643e-02,-2.918952703e-02,6.035122089e-03,-7.443300547e-06,5.390989827e-04,8.460383862e-02,-1.890497208e-01,1.136829033e-01,3.800381720e-02,-3.748655021e-01,2.446424589e-02,4.629214108e-02,5.540302023e-02,-2.584194839e-01,-8.321402967e-02,-4.097346663e-01,6.582494080e-02,9.769574553e-02,-5.412703753e-01,-1.643775851e-01,-3.163259923e-01,8.440237492e-03,4.435204715e-02,-2.554836310e-02,9.944404411e-08,5.131683871e-02,-3.038421646e-02,-3.537872136e-01,-3.280181065e-02,9.531150013e-02,-3.462370336e-01,-8.733168244e-03,7.532352209e-02,1.193508804e-01,-1.215075552e-01,7.455366850e-02,-5.850143498e-05,1.157642156e-02,-1.254021823e-01,7.457850128e-02,9.351453185e-02,-8.295974880e-02,4.150457680e-02,1.892588846e-02,1.161269750e-02,-5.781281739e-02,2.188332006e-02,-8.278790116e-02,9.127381444e-02,9.638486058e-02,-7.353685051e-02,-5.829519778e-02,-4.932305589e-02,-2.845754847e-02,4.481452703e-02,8.279030794e-09,-3.388041630e-02,3.686106205e-02,2.107479051e-02,-9.738411009e-02,3.232181072e-02,4.244894534e-02,4.170251545e-03,4.967970029e-02,3.360417858e-02,6.980503350e-02,1.800305210e-02,6.654160470e-02 +biases1 = 4.718477372e-03,9.421893954e-02,-3.395619243e-02,4.130915925e-02,3.324550763e-02,-1.480404586e-01,6.461285055e-02,1.048355475e-01,7.825201377e-03,-3.335274160e-01,-1.287296694e-02,-1.847062707e-01,4.998753220e-02,6.216879934e-02,-6.310797334e-01,2.632645667e-01,-5.200096872e-03,-3.931300598e-04,9.558086097e-02,-1.486284782e-05,-2.392578172e-03,-2.434934257e-03,2.753578126e-03,-6.042585969e-01,3.752017394e-03,4.026912525e-02,5.316720344e-03,-1.460520735e-07,8.460085094e-02,1.256115036e-03,-1.588108577e-02,3.489036858e-02 +weights2 = 5.523996428e-03,-8.930559456e-02,8.624069393e-02,-9.159925580e-02,-7.853081822e-02,3.441668153e-01,-7.416529953e-02,-8.860199898e-02,-6.160558760e-02,1.864359081e-01,-1.060659904e-02,2.696999609e-01,-6.766273081e-02,-7.811270654e-02,3.994666636e-01,2.751454115e-01,2.480870187e-01,-4.115056072e-04,-7.921838015e-02,3.780195024e-03,4.891428398e-04,-6.089426111e-03,-1.535433158e-02,5.378567576e-01,6.407931447e-03,-8.467598259e-02,3.923679143e-02,1.534966723e-04,-8.616122603e-02,-6.831052154e-02,1.551447511e-01,-8.668904752e-02 +biases2 = -2.517469786e-02 diff --git a/params/D00091.001.txt b/params/D00091.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1075cc4c847540a246a050e2872b1d34c62bf97 --- /dev/null +++ b/params/D00091.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -8.012460917e-02,1.186355855e-02,-1.025589705e-01,-2.869134769e-02,-1.926615648e-02,-5.645826086e-02,5.455063656e-03,4.177952185e-02,1.436302438e-02,1.128594670e-02,3.215557709e-02,-3.292822838e-02,-7.944776118e-02,-1.430651825e-02,-4.900939763e-02,5.544172972e-02,-1.552000195e-01,-2.802795731e-02,-2.907452546e-02,-4.189890996e-02,-4.501993954e-02,-5.974021927e-02,-4.539426416e-02,-8.888936788e-02,-5.909102038e-02,-8.156335354e-02,-2.438393794e-02,-9.015961736e-02,5.206722766e-02,5.176422372e-02,-5.713375658e-02,-7.716771960e-02,-1.316763014e-01,-3.961318731e-02,-1.601881981e-01,1.862039268e-01,-1.213119552e-01,-1.709809452e-01,-5.326522514e-02,-1.271475852e-01,1.640551374e-03,-2.816904187e-01,-1.996079832e-01,-1.306111217e-01,-1.961595863e-01,-2.740377188e-01,-1.092217565e-01,-1.152193323e-01,-1.181753948e-01,-1.576507650e-02,-1.259436607e-01,-2.311712652e-01,-9.506720304e-02,-2.327943966e-02,-9.385597706e-02,-1.629592106e-02,-1.715455055e-01,-2.277464569e-01,1.193016544e-01,-8.344453573e-02,-9.870504588e-02,-1.501108259e-01,-6.565415859e-02,-9.332926944e-03,-8.189892024e-02,1.559800352e-03,-7.614081353e-02,-6.412929296e-02,-8.171711117e-02,-8.003713191e-02,-5.247931182e-02,-3.795719147e-02,9.706042707e-02,-2.760029435e-01,9.736338258e-02,5.026791692e-01,1.977784745e-02,-2.069753259e-01,6.297849119e-02,1.420513690e-01,-5.952748656e-02,-1.819416136e-02,-7.957468927e-02,1.858254336e-02,-7.545509934e-02,-6.700557470e-02,-4.510502517e-02,4.039937048e-04,-1.849962622e-01,-6.899239868e-02,-4.249620065e-02,-4.218020439e-01,-3.981660679e-02,4.038510844e-02,-9.390570968e-02,-8.615268022e-02,-2.089944929e-01,-3.428267688e-02,-2.143100649e-01,2.522627115e-01,-5.207190290e-02,-1.154004782e-01,-3.696823493e-02,-1.033400446e-01,7.775017619e-02,2.969293296e-02,-8.448018134e-02,-2.365830392e-01,-2.214568406e-01,-9.393446147e-02,-2.228407711e-01,-1.617409885e-01,-1.326070875e-01,-2.136005089e-02,-4.925674200e-02,-3.219246864e-01,-7.082498074e-02,-4.848553613e-02,-5.205071718e-02,-4.984662682e-02,-2.054518759e-01,-2.632520497e-01,-4.229341447e-02,-1.809070855e-01,-8.357223123e-02,-1.256133467e-01,-2.731253952e-02,-3.906726465e-02,-1.845780909e-01,8.634310216e-03,-1.531153172e-01,-1.081668362e-01,9.677884169e-03,-6.919997185e-02,-2.393756621e-02,3.391703963e-02,1.650791317e-01,5.809689760e-01,5.760503933e-02,-7.936220616e-02,-4.001742974e-02,6.370864809e-02,1.243422925e-02,2.004677504e-01,-6.094020233e-02,-2.744409256e-02,6.006183848e-02,1.206989586e-01,-4.092370346e-02,-7.612433285e-02,-8.771408349e-02,4.092066083e-03,-3.958908617e-01,-4.262297451e-01,-3.361935541e-02,3.423700035e-01,-1.084688157e-01,-1.411859393e-01,-1.116626114e-01,-1.453575939e-01,-9.095675498e-02,-2.994075045e-02,-1.498490721e-01,1.951105744e-01,-2.090468407e-01,-1.458180100e-01,-3.176739812e-02,-1.757650226e-01,3.568178713e-01,-5.319908261e-01,-2.555625141e-01,-6.243699193e-01,-1.489088237e-01,-2.253717780e-01,-5.093498901e-02,-1.109138429e-01,-1.463016868e-01,-2.295145020e-02,-1.742144823e-01,-3.220055401e-01,-4.098059982e-02,-1.992217824e-02,-4.407723993e-02,-5.453453958e-02,-3.406247199e-01,-2.018719763e-01,1.602765620e-01,2.540019527e-02,-2.485489659e-02,-8.286491781e-02,-1.305620223e-01,-8.963153511e-02,-1.619333476e-01,-1.157398336e-02,2.731829584e-01,-7.615976967e-03,-4.169383086e-03,-3.394166380e-02,9.085651487e-03,2.051870897e-02,-1.976816654e-01,-1.522373110e-01,7.165379822e-02,7.171489596e-01,3.754734993e-01,5.971377715e-02,3.610981107e-01,1.573867202e-01,-8.258312941e-02,-3.149603680e-02,-4.062963277e-02,2.042806149e-01,-5.233721435e-02,-9.817590564e-02,-5.395108461e-02,-3.945954144e-02,-2.931922674e-01,-2.928186059e-01,-1.647531390e-01,-3.801895976e-01,-3.747737706e-01,-2.034451514e-01,-3.034297228e-01,-7.350585610e-02,-8.122742176e-02,-2.460430935e-02,-4.973011911e-01,9.468769282e-02,-1.584565341e-01,-1.354738474e-01,-9.686741978e-02,-1.424751729e-01,7.420503497e-01,2.160735428e-01,2.589171566e-02,-3.166051805e-01,-2.873971164e-01,-1.224476919e-01,-2.896676362e-01,-1.592558026e-01,-1.572799683e-01,-3.664106596e-03,-1.527220160e-01,-4.057499170e-01,-6.749714911e-02,-4.268112034e-02,-4.652828351e-02,-3.201185167e-02,-4.666988254e-01,-3.508219719e-01,-4.719875287e-03,-3.570254445e-01,-3.646265715e-02,-1.188899353e-01,-4.981908575e-02,-6.890331209e-02,-1.438878924e-01,-1.645027287e-02,-5.459605902e-02,-3.083214909e-02,-5.393357947e-02,2.010253491e-03,-6.078578881e-04,-3.508492839e-03,-3.049285412e-01,5.525759459e-01,6.467323750e-02,-5.521937739e-03,-2.273971438e-01,-8.360274136e-03,-1.624881774e-01,2.108970433e-01,-2.511556633e-02,-7.246199995e-03,-4.244508147e-01,3.162271082e-01,-1.425649226e-01,-1.070819274e-01,-1.004665941e-01,-1.897841506e-02,-3.039560914e-01,-4.196175039e-01,-1.480695233e-02,-3.059413284e-03,2.335476279e-01,-6.578908116e-02,2.814896405e-01,-2.472470105e-01,-2.144445330e-01,-4.889508337e-02,4.899810851e-01,-1.389451772e-01,-9.445241839e-02,-1.639535874e-01,-2.493092604e-02,-1.721993238e-01,8.741528988e-01,-5.134009123e-01,-2.351230532e-01,-1.789448112e-01,-4.783111811e-01,-2.551343441e-01,-3.974411786e-01,-6.953982264e-02,-1.005768478e-01,-1.848016545e-04,-4.293171465e-01,-2.611746788e-01,7.864232175e-03,-4.129891843e-02,-6.195555255e-02,1.758788712e-03,-4.811781645e-01,-1.983065009e-01,1.120133176e-01,-1.469806284e-01,1.498270035e-01,-5.564372241e-02,-1.694017556e-03,-3.892361745e-02,-1.467515975e-01,-5.112274084e-03,6.438363791e-01,-4.103479162e-02,-1.372822002e-02,-2.290073782e-02,-1.019482221e-02,2.134774067e-02,8.865654469e-02,-2.635257840e-01,-1.642069817e-01,5.169196725e-01,7.584464550e-01,3.215039074e-01,6.039240956e-01,1.835664362e-01,5.323846266e-02,-1.308901981e-02,-3.309963048e-01,3.029757440e-01,-9.571722895e-02,-1.652547270e-01,-4.121332988e-02,-3.428561613e-02,-1.168042719e-01,5.031685233e-01,-9.531455487e-02,-4.258480370e-01,-4.278027415e-01,-3.358302116e-01,-3.810973167e-01,-1.785233468e-01,-2.342179418e-01,-4.945402220e-02,-4.422258139e-01,-1.679078043e-01,-1.763259768e-01,-9.814680368e-02,-8.662031591e-02,-1.048396677e-01,4.554951191e-01,-4.853616059e-01,2.342782915e-01,-2.745765150e-01,-3.464191556e-01,-2.864971161e-01,-2.960786521e-01,-1.358767897e-01,-1.548908055e-01,-4.033726174e-03,-2.894406021e-01,-2.092285156e-01,3.819408594e-03,-2.503420226e-02,-4.810725525e-02,-7.410825044e-02,-6.434994936e-01,-3.336780369e-01,-4.799542204e-02,-1.525338292e-01,-3.057001233e-01,-8.572139591e-02,-2.082867920e-01,-1.268757973e-02,7.155575603e-02,-1.174780820e-02,-2.860668898e-01,-6.207535043e-02,-3.743469343e-02,9.768959135e-02,-4.124048725e-02,1.196244285e-01,-5.398736894e-02,7.624666095e-01,-1.423796117e-01,-8.592976630e-02,-1.072514988e-02,-2.855581939e-01,-6.501373649e-02,1.516890675e-01,-7.028711587e-02,-1.727411896e-02,6.575710773e-01,3.088246286e-01,-9.067845345e-02,-1.775863022e-01,-3.583774669e-04,-9.294075519e-02,5.859050527e-02,-4.885745347e-01,1.997939795e-01,-1.183245331e-01,9.289754927e-02,3.173549771e-01,2.947534434e-02,-2.482981980e-01,-3.001436591e-01,-3.098522499e-02,-4.704082310e-01,-3.241456747e-01,-2.738826573e-01,-1.645788699e-01,-9.514043480e-02,-1.243200898e-01,8.811073005e-02,-3.717730343e-01,-2.819172442e-01,-1.267458349e-01,-4.040745795e-01,-2.110526711e-01,-1.854490638e-01,-1.312999874e-01,-1.832717359e-01,-1.265431009e-02,-3.187890947e-01,-3.868155181e-02,1.210524738e-01,-6.440554559e-02,-4.992986843e-02,-9.447698295e-02,-3.088640869e-01,-4.799604714e-01,1.538081169e-01,-5.133425817e-03,-1.161036547e-03,-2.065872103e-01,-5.892787874e-02,8.230311424e-02,1.214385331e-01,-8.887054399e-03,7.202448845e-01,-3.515049070e-02,2.295678556e-01,-8.438767493e-02,4.093102738e-02,1.654363722e-01,-1.372002997e-03,1.029334143e-01,-2.379111648e-01,-9.515794367e-02,6.292864680e-01,6.784388423e-01,5.221559405e-01,1.246577725e-01,-2.427352667e-01,-8.963946253e-03,-3.921220899e-01,1.579523534e-01,-3.409657478e-01,7.279550284e-02,-1.070836037e-01,-1.527540237e-01,-1.843720227e-01,-4.079522938e-02,-1.814641804e-01,-1.416341066e-01,-3.992734253e-01,-4.004429579e-01,-3.399477899e-01,-1.642139405e-01,-6.618323922e-02,-3.312261403e-02,-3.776992261e-01,-3.244881928e-01,-2.056861520e-01,-1.186316237e-01,-7.493085414e-02,-1.814821213e-01,1.747699678e-01,-4.223088324e-01,4.181291759e-01,-1.039116159e-01,-2.674341500e-01,-2.993430793e-01,-1.830824912e-01,-1.194866449e-01,-2.973328233e-01,-2.016550675e-02,-3.694431782e-01,8.653818071e-02,3.599908575e-02,-1.782816350e-01,-4.547733814e-02,-2.311879024e-02,-2.039318532e-01,-2.180112600e-01,-7.078642398e-02,3.840594087e-03,-2.856663167e-01,-3.648931384e-01,-2.801544070e-01,1.319197472e-02,3.189859390e-01,-1.607515663e-02,-2.000754178e-01,-4.685726017e-02,-3.706611693e-01,8.827775121e-01,2.894837596e-02,2.420134246e-01,-3.854703531e-02,7.240830064e-01,-1.140346825e-01,-2.758292668e-02,-1.155978143e-01,-1.592846513e-01,-1.892498285e-01,1.455862224e-01,-5.881040692e-01,-6.858360954e-03,-4.953780398e-02,3.423516452e-02,6.126813889e-01,-3.234853148e-01,-1.494055688e-01,-1.745090336e-01,-1.796991974e-01,-5.026643276e-01,1.933519393e-01,-2.474887222e-01,-1.837782860e-01,1.949097365e-01,-1.073312294e-02,-3.795806170e-01,1.009347439e-01,-2.686635405e-02,3.132826090e-01,-1.701682657e-01,-4.370568693e-01,-4.749807417e-01,5.667163432e-02,-1.710395813e-01,2.277168483e-01,-3.567086458e-01,-2.196844518e-01,-1.673647203e-02,-1.507790685e-01,-2.602222562e-01,-1.185877994e-01,2.868111432e-02,-3.157711327e-01,-2.193836309e-02,-4.834693372e-01,6.657471508e-02,-8.799085021e-02,-3.943728209e-01,-1.227222756e-01,-8.671587706e-02,-2.256685346e-01,-4.438872933e-01,6.728451699e-02,-4.397591203e-02,1.258381605e-01,-1.599716842e-01,4.021685570e-02,6.028111279e-02,7.721056342e-01,1.442548633e-02,2.732883990e-01,-8.555454016e-02,6.629190445e-01,-5.541989207e-01,1.799248308e-01,1.276131570e-01,4.245969653e-02,-3.379388452e-01,-1.029348746e-01,-4.663351923e-02,5.954516307e-02,5.969164968e-01,8.024522662e-02,8.284168690e-02,-5.282663107e-01,-3.732288629e-02,-4.175522327e-01,1.180584356e-01,-3.869894445e-01,-3.434572518e-01,-1.602042168e-01,-1.616843194e-01,-2.037490308e-01,-4.043100774e-01,-9.472452104e-02,-1.681426167e-01,-2.133801579e-01,-4.124633074e-01,-2.852138877e-01,-1.964599192e-01,-5.330673456e-01,-2.801613696e-02,-5.215613842e-01,-1.720537692e-01,-2.643202543e-01,1.039016008e+00,-1.341567487e-01,-2.846769989e-01,1.233978122e-01,-1.091127247e-01,1.532436758e-01,-1.606953703e-02,-1.356242001e-01,-2.678097188e-01,-2.514928021e-02,-9.534594417e-02,-1.950463355e-01,-1.979415305e-02,2.480381280e-01,2.504800074e-02,-2.931376100e-01,-4.512719810e-01,-7.182215899e-02,1.268997043e-01,-1.781046391e-01,2.717939615e-01,-2.773881890e-02,-1.049671620e-01,-3.475459293e-02,-3.032700717e-01,-5.164396018e-02,6.467934698e-02,-5.145263672e-01,-5.185575690e-03,9.664867818e-02,-4.489728808e-02,2.860937715e-01,8.210827708e-01,-1.234292984e-01,5.011132360e-01,3.662568331e-02,-8.927085996e-02,-1.500728279e-01,-1.044425964e-01,8.744401485e-02,-6.791407615e-02,4.505749419e-02,4.997665435e-02,9.112908244e-01,-1.125750039e-02,-3.601893485e-01,1.320150867e-02,3.115723133e-01,-4.967334270e-01,1.945656091e-01,-4.018547833e-01,-2.207937390e-01,-1.642631590e-01,-3.288188949e-02,-4.856565967e-02,-2.280724794e-01,-3.122616112e-01,-8.033596724e-02,-1.680176854e-01,-5.885304809e-01,-3.868727759e-02,-1.418621242e-01,-9.113307297e-02,-3.630460501e-01,-4.744532406e-01,-1.693030447e-01,-2.171362042e-01,1.051889732e-01,-2.858431339e-01,1.090486273e-01,-7.140915096e-02,-4.312130064e-02,-2.833404951e-02,-7.215361297e-02,1.274373978e-01,-2.924587727e-01,-1.656688936e-02,-1.263673697e-02,8.082460612e-03,-5.160717964e-01,-1.589861810e-01,-8.930500597e-02,-7.322652638e-02,-1.362564266e-01,-3.882073238e-02,1.801229664e-03,-1.110299975e-01,-1.391686648e-01,2.282596007e-02,-1.738794446e-01,-1.551759243e-01,9.728633761e-01,8.276870102e-02,7.412301004e-02,1.329566389e-01,5.948004723e-01,1.357280016e-01,2.139467597e-01,-3.375981152e-01,7.124898583e-02,5.298221484e-02,-9.501419961e-02,-7.017789781e-02,-7.942316681e-02,2.343114913e-01,-1.809787378e-02,5.699910969e-02,-5.002677441e-01,-5.689129233e-02,-3.379830420e-01,-1.559116393e-01,-3.796602786e-01,-4.599067569e-01,-1.508773416e-01,3.461900055e-01,-1.764126718e-01,-3.968574107e-01,5.197973177e-02,-8.874604851e-02,-9.158209711e-02,-3.189923763e-01,-3.508611768e-02,-1.662542373e-01,-4.485627413e-01,-6.164422631e-02,-9.992637485e-02,-1.742534935e-01,-1.601922363e-01,-1.207931116e-01,-1.305091679e-01,-4.345239997e-01,4.014617205e-02,1.605503960e-03,-1.647179127e-01,-1.022158489e-01,4.867051169e-02,-4.297399819e-01,-5.106240511e-02,1.673224866e-01,-5.066249967e-01,-3.562577441e-02,-5.401806533e-02,8.329820633e-02,-3.359339535e-01,1.355123669e-01,-1.192566827e-01,2.347969413e-01,-1.496492624e-01,-2.364111096e-01,1.357790828e-01,-7.722098380e-02,-2.005662024e-01,1.285134256e-01,-1.755338162e-01,-2.035195082e-01,-1.260475535e-02,-4.371028394e-02,-3.960929811e-03,1.156632826e-01,-5.758900940e-02,1.707982719e-01,-9.504777938e-02,4.688755572e-01,1.623902768e-01,9.553431720e-02,-1.163944528e-01,-1.363808215e-01,-1.048116013e-01,-3.956658766e-02,4.924612865e-02,-2.928391993e-01,1.612046659e-01,5.933434516e-02,-1.361297518e-01,-9.122176468e-02,-3.712847829e-01,-3.655629158e-01,4.728481546e-02,-2.602616549e-01,-1.810002178e-01,-2.712031007e-01,1.643750817e-01,-1.142832413e-01,-1.248546764e-01,-4.841685891e-01,2.652622201e-02,-2.973291874e-01,-2.286934108e-02,-6.218915060e-02,-1.446955204e-01,-2.667936683e-01,1.862432621e-02,-1.934777200e-01,-4.826981574e-02,-1.589314491e-01,-1.190747321e-01,-1.865172237e-01,1.001451090e-01,3.877449036e-02,-1.399901230e-02,1.213032305e-01,-1.546701938e-01,3.950386941e-01,-6.089445949e-01,-2.490542829e-02,-1.324624121e-01,1.270100325e-01,1.284215003e-01,7.560131699e-02,-9.127867222e-02,-2.429258674e-01,-7.814662904e-02,-2.163173854e-01,-2.197563946e-01,-1.242287382e-01,-8.066706359e-02,1.539038867e-02,-2.022869438e-01,4.870198667e-02,8.673048019e-01,8.684566617e-02,1.603872143e-02,-3.724022806e-01,-2.648065090e-01,1.849428415e-01,1.799733639e-01,-2.017463893e-01,-4.407604039e-02,-1.233343706e-01,-1.931431442e-01,1.129716486e-01,-3.049212694e-01,-1.628051549e-01,4.688926414e-02,-4.711098373e-01,-5.821617842e-01,-6.602614373e-02,-2.069021463e-01,-3.888561204e-02,-1.297495663e-01,-3.503508568e-01,-1.621335298e-01,-3.284267187e-01,-1.504377723e-01,-1.358204186e-01,5.337377079e-03,-1.268518716e-01,2.283917665e-01,1.995940208e-01,-8.653928339e-02,4.333322868e-02,-4.833640456e-01,-5.176879838e-02,6.520771980e-02,2.876177132e-01,1.031069458e-01,-1.108505502e-01,-1.155936420e-01,3.549650908e-01,7.427532971e-02,1.840292290e-02,2.656506896e-01,-1.747912467e-01,1.859329492e-01,2.078028768e-01,-3.136425316e-01,-2.564561367e-01,-2.837443352e-01,-4.070229083e-02,-2.922670245e-01,8.275928907e-03,9.026995860e-03,-3.307271376e-02,-8.841779828e-02,-1.625194773e-02,-9.382624924e-02,-3.392654955e-01,-1.495100111e-01,-1.461166292e-01,-4.340578020e-01,-6.321515441e-01,7.288192958e-02,5.408254266e-01,-1.212995406e-02,-1.129251905e-02,-2.619076371e-01,3.307972848e-01,1.738862693e-02,7.045902312e-02,4.587993771e-02,-2.620852292e-01,1.142733991e-01,-1.776559949e-01,-4.532044530e-01,-2.282732427e-01,-1.594069153e-01,-5.894332528e-01,-2.848804295e-01,-3.622297347e-01,-2.878031433e-01,6.943185814e-03,-6.465662271e-02,-3.624221385e-01,-2.249613218e-02,-2.665379643e-01,-7.871181518e-02,-4.561349377e-02,-1.887389272e-01,-6.605458260e-02,1.396816820e-01,3.113253228e-02,-5.855648778e-03,2.251506299e-01,-1.205817461e-01,6.655674577e-01,-2.674927711e-01,-3.838248923e-02,1.065051630e-01,-1.795665473e-01,-8.215174824e-02,-5.416738987e-02,-9.312371165e-02,-6.584317982e-02,5.901221186e-03,7.800778002e-02,3.002378799e-04,1.895977929e-02,-2.592879906e-02,2.431488633e-01,1.144494265e-01,-4.002637267e-01,8.470466733e-02,-2.726172656e-02,-1.987118572e-01,9.578837454e-02,-1.950278729e-01,-6.025962904e-02,-6.274272501e-02,1.817288697e-01,-1.467110962e-01,-4.128246307e-01,2.416622341e-01,-1.587852687e-01,-1.308550686e-01,-2.650267482e-01,1.113075577e-02,-4.822322726e-02,-4.552947357e-03,8.146471530e-02,-1.643571407e-01,1.464468390e-01,-1.434463263e-01,-3.685304895e-02,7.672970183e-03,4.233568162e-02,7.227905095e-02,-1.714606434e-01,-1.908475757e-01,-1.218585134e+00,-1.519722819e+00,-2.961711884e-01,-6.883763671e-01,-3.900228739e-01,-3.119042814e-01,-6.437417120e-02,1.844718866e-02,-1.638220847e-01,-2.944531292e-02,-2.286874503e-01,-5.726400018e-02,-2.430710047e-01,-1.210284904e-01,8.458574861e-02,5.598196760e-02,8.017048836e-01,4.226862788e-01,4.822647572e-02,4.634155333e-01,2.572438214e-03,-2.359899133e-02,-6.054861099e-02,4.702892154e-03,-1.668931395e-01,3.258910030e-02,-1.176873781e-02,-4.599700496e-02,7.653567195e-02,-8.407680690e-02,-1.524426639e-01,1.151085123e-01,7.435690761e-01,3.801836967e-01,-1.493263245e-01,4.200509489e-01,3.078483641e-01,-1.430364698e-01,-2.716206759e-02,-2.773601711e-01,6.908971071e-02,-1.415146589e-01,-3.254018724e-02,-9.047586471e-02,-6.699439138e-02,-8.289024979e-02,-3.398590386e-01,-5.173363164e-02,-6.641712785e-01,3.947502673e-01,1.154514495e-02,-4.751696587e-01,-6.645999104e-02 +thresholds = -1.934304953e+00,-2.879079878e-01,-1.672797561e+00,-4.592219293e-01,-1.126139045e+00,-1.240381956e+00,-7.485147715e-01,-7.663899064e-01,-8.605745435e-01,-2.316301107e+00,-2.876880169e-01,-1.346170664e+00,-1.293090820e+00,-1.545071244e+00,-1.122806549e+00,-5.817477703e-01 +weights1 = 6.244844794e-01,1.187622398e-01,2.429247200e-01,2.400318719e-02,8.760356307e-01,4.572047666e-02,-2.533753514e-01,-2.348397225e-01,5.348126292e-01,3.436807171e-02,4.074221849e-01,1.200961694e-01,5.613101125e-01,4.216650128e-02,2.890574038e-01,4.853421450e-02,-3.050015569e-01,-6.257901192e-01,8.802264333e-01,9.247675538e-02,2.246356457e-01,2.865156233e-01,6.096555591e-01,6.482582539e-02,6.576942205e-01,5.211106315e-02,6.194334626e-01,6.463211775e-02,6.078350544e-01,4.802220315e-02,2.243630141e-01,3.962007463e-01 +biases1 = -4.505901635e-01 +weights2 = +biases2 = diff --git a/params/D00092.001.txt b/params/D00092.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..2105fc41ea748e19cf9ce7dc4a731b33bbb79290 --- /dev/null +++ b/params/D00092.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 3.537585586e-02,-3.108698726e-01,-1.388372928e-01,-9.646344185e-02,-2.293331921e-02,-2.097447813e-01,-1.376241446e-01,-3.691790253e-02,-2.624974959e-02,9.642886929e-03,-1.394666079e-02,-7.154501509e-03,-2.497399040e-02,-5.917709656e-10,2.715826780e-02,-3.137131035e-02,-1.335368454e-01,3.689143807e-02,-6.529268622e-02,-1.484237462e-01,-1.093093231e-01,-9.604692459e-02,-1.831575856e-02,-1.443087012e-01,-1.808349043e-02,-7.195360214e-02,-9.013503790e-02,-3.567979904e-03,-5.807162076e-02,-4.274770815e-10,-1.152544916e-01,-5.477246270e-02,4.135524109e-02,1.473545581e-01,1.022132412e-01,1.011696979e-01,3.737753257e-02,2.381392121e-01,3.250538930e-02,3.106850572e-02,1.064024195e-01,-6.939189136e-02,-4.891940951e-02,-3.923214041e-03,2.728464641e-02,2.567111246e-10,7.122593373e-02,9.840101004e-02,-1.361495163e-02,-5.073100328e-02,-3.066037223e-02,5.562298745e-02,-1.255026553e-02,-9.489152580e-02,-4.754947871e-02,6.189626828e-02,-1.194447279e-01,4.616973549e-02,5.727623403e-02,1.232644171e-02,-4.991058633e-02,-1.309104075e-10,-8.265039325e-02,-9.774811566e-02,-1.271036174e-02,-2.143304646e-01,-8.743242174e-02,6.646414101e-02,1.252686083e-01,-2.417528033e-01,-4.763041437e-02,5.335847661e-02,-1.856812835e-02,5.398676172e-02,-1.004484110e-02,-3.816933604e-03,7.089973241e-02,-1.645559522e-10,7.620762289e-02,3.105644882e-02,3.957830742e-02,2.896092832e-01,-2.519489639e-02,-3.573735058e-02,-8.808533847e-02,-1.297386885e-01,-8.481582999e-02,-1.544120312e-01,1.340397354e-02,-1.189413294e-01,-7.353363186e-02,-3.118439054e-04,-1.370116472e-01,-1.967917079e-10,-1.180921271e-01,-9.455797821e-02,-6.497363001e-02,-5.608677268e-01,-9.435530007e-02,-1.694188416e-01,-8.891704679e-02,3.668418825e-01,-7.953825593e-02,-1.010996625e-01,1.393812746e-01,-1.866207421e-01,-3.300892562e-02,-6.400574930e-03,-1.466665715e-01,-1.991897203e-10,-1.664534360e-01,-8.760467172e-02,-3.195466846e-02,3.079731464e-01,7.486160100e-02,5.077573657e-02,-5.567913130e-02,-1.578299850e-01,4.093021899e-02,1.141728386e-01,-1.918353587e-01,1.659483761e-01,2.100556158e-02,8.164162748e-03,1.066125035e-01,1.496694713e-10,1.083784923e-01,6.550393999e-02,-7.530286908e-02,-1.097622216e-01,-1.548146158e-01,-5.123341084e-02,-1.974940673e-02,-1.625223309e-01,-1.371463537e-01,-1.668455005e-01,1.675979421e-02,-3.568861261e-02,7.894522510e-03,-1.090744860e-03,8.299989998e-02,5.566649225e-11,-6.133012846e-02,1.280591935e-01,-1.137691550e-02,-2.564671636e-01,-1.424518134e-02,-6.472513080e-02,-1.468062550e-01,-1.765446514e-01,1.976830140e-02,3.474754095e-02,3.258852288e-02,-1.018711254e-01,-1.789726503e-02,3.566921921e-03,-3.029070236e-02,3.685934058e-10,-1.168083772e-01,-7.526715845e-02,6.565386057e-02,4.208153188e-01,5.433409289e-02,1.004475057e-01,9.813792259e-02,3.572654724e-01,5.842067767e-03,5.294419825e-02,1.078402624e-01,-2.307776548e-02,-1.314710081e-01,-2.740561264e-03,-3.164673969e-02,-2.515268549e-10,1.639105827e-01,-6.734660268e-02,-4.893751070e-02,-2.313890457e-01,-1.749647036e-02,-7.202500105e-02,-3.902658448e-02,-1.807592660e-01,-5.949598178e-02,-9.058491327e-03,-2.151227891e-01,7.539952546e-02,4.589067400e-02,-2.342490479e-03,-1.271003634e-01,1.219890439e-10,-8.509022743e-02,-7.099221647e-02,-7.403180934e-03,-2.068679184e-01,-6.189777330e-02,-9.075248986e-02,-4.653486423e-03,-2.503842115e-02,-1.079125777e-01,-9.953050315e-02,-8.655820042e-03,-8.417809010e-02,2.421615645e-02,3.610133659e-03,-9.233094007e-02,2.352265049e-10,-4.888443742e-03,-6.039395928e-02,4.006407782e-02,-1.798987985e-01,2.594399033e-03,6.745364517e-02,-3.723504022e-02,-1.691734791e-01,6.062143296e-02,1.210027784e-01,-1.613323839e-04,1.729436219e-01,-1.497262437e-02,-3.557001706e-03,-1.190637052e-01,-7.378098826e-11,-6.351289898e-02,-1.647602320e-01,-3.827733546e-02,3.180360198e-01,-3.500487655e-02,-1.103278771e-01,-3.728068992e-02,3.062542379e-01,-1.035319790e-01,-8.559611440e-02,1.497968137e-01,2.227844484e-02,-7.188516110e-02,-1.648345962e-03,8.324005455e-02,3.561589912e-10,-9.327799082e-02,1.118271649e-01,-6.457513571e-02,-1.081644446e-01,-3.764013574e-02,4.567989707e-02,-2.788367309e-02,-2.748327851e-01,-2.026645094e-02,-2.331206016e-02,-1.985339075e-01,-1.966948360e-01,-3.268054128e-02,-1.161709311e-03,2.216804959e-02,-2.425740442e-10,6.190992519e-02,2.741998620e-02,-1.101343408e-01,-3.133788109e-01,-1.334887147e-01,-3.720752150e-02,-3.314988688e-02,-7.939010859e-02,-2.880826592e-01,2.022043429e-02,1.034597587e-02,-2.795473672e-02,1.440205518e-02,4.004439106e-04,2.431839257e-01,-5.142585663e-11,-4.784815386e-02,7.249826938e-02,-3.795281798e-02,5.161116123e-01,-4.382202774e-02,-6.100285426e-02,-8.499477804e-02,-8.552236110e-02,-2.327713817e-01,-8.008886129e-02,-3.720156848e-02,-8.596173674e-02,-3.811190277e-02,-8.153101429e-03,-1.261775941e-01,-3.385162428e-10,-5.585447326e-02,2.759154700e-02,-1.412548870e-02,-3.826931417e-01,1.340539157e-01,2.228056267e-02,-4.645315185e-02,2.280602753e-01,4.266113341e-01,-9.116041660e-02,1.374027133e-01,-1.362871826e-01,-9.171037003e-03,1.947552664e-03,-1.798482239e-01,-4.518151131e-10,-1.398826391e-02,-1.106825396e-01,9.231980145e-02,2.348210197e-03,-8.889637142e-02,-1.148868725e-02,5.720874295e-02,-2.255899906e-01,-7.663000375e-02,6.362827122e-02,-1.684680283e-01,1.650421172e-01,-6.238787621e-02,2.880029846e-03,-4.296366870e-02,2.306567992e-10,1.844676770e-02,-7.568892837e-02,1.738208979e-01,-1.172304526e-01,-1.408741325e-01,1.483758073e-02,-6.400180608e-02,-9.487222135e-02,-1.120004058e-01,-8.093667775e-02,7.802879810e-02,3.995948657e-02,3.563389182e-03,5.660893861e-03,-8.641808480e-02,-2.085454448e-10,-5.704129860e-02,-1.372031569e-01,2.097674645e-02,-1.602597982e-01,1.332774758e-01,-4.126121476e-02,-9.977765381e-02,-6.801541895e-02,1.746933721e-02,-5.111926422e-02,-2.583515644e-02,-1.819871962e-01,-1.227385625e-01,-6.129510701e-03,-2.078478187e-01,-7.342771530e-11,1.425961684e-02,-3.502203524e-02,-1.956428289e-01,1.839033365e-01,-1.237317696e-01,-1.717845351e-02,6.675478816e-02,1.843530983e-01,-1.354464740e-01,1.050888970e-01,1.073288321e-01,1.001263410e-01,7.497409359e-03,-3.674249863e-03,2.678903341e-01,-4.459793923e-10,-7.164869457e-02,2.509094477e-01,-6.968376040e-02,-8.315151930e-02,-1.304388046e-03,-4.379536584e-02,-1.026642602e-02,-1.842543483e-01,5.878552049e-02,-6.043638662e-02,-2.172081620e-01,-4.360138625e-02,1.600011624e-02,1.169004361e-03,-7.901733369e-02,6.240151451e-11,1.458148099e-02,-1.640278548e-01,-9.675381333e-02,-4.155991133e-03,-1.845250279e-02,1.498777699e-02,1.689315736e-01,-9.877520055e-02,-1.165827587e-01,9.487422556e-02,2.754963562e-02,-5.011757463e-02,1.035497412e-01,-3.163463436e-03,2.396130003e-02,-9.882900054e-11,-6.824459881e-02,-9.594841301e-02,-8.623957634e-02,-1.449778825e-01,-1.044275519e-02,-5.147887766e-02,-7.059584558e-02,-1.988295838e-02,-1.298056990e-01,-1.501125097e-01,-4.503111821e-03,-1.125583947e-01,-1.147618890e-01,-7.121368544e-04,-1.021832898e-01,-3.329321541e-10,2.432378381e-02,-1.506261621e-02,2.679784298e-01,-6.040506065e-02,-7.768942416e-02,-1.023197547e-01,-1.477098167e-01,5.143460259e-02,1.829794943e-01,-7.281688601e-02,9.567102045e-02,1.868168563e-01,-1.338092536e-01,3.864783561e-03,-8.201696724e-02,2.498940499e-10,-8.232351393e-03,-2.173700929e-01,-1.544822305e-01,3.237201646e-02,-2.542058192e-02,5.082050711e-02,-5.797624588e-02,-9.535920620e-02,-1.076259986e-01,4.016794264e-02,-1.769212931e-01,-1.089800596e-01,4.916030169e-02,-2.538736211e-03,5.419493094e-02,-7.324938572e-11,-4.708279669e-02,2.424196899e-01,-2.315616608e-01,-2.037089504e-02,8.687304705e-02,1.940177754e-02,-1.297352612e-01,-9.188260883e-02,-1.282088012e-01,1.398208458e-02,4.424555004e-01,-1.096758619e-01,1.763973683e-01,-7.815443911e-03,-1.626365930e-01,-1.531530736e-10,-1.310442686e-01,-4.612583667e-02,7.203622162e-02,-7.290899009e-02,-1.505141556e-01,-1.634854227e-01,-1.619251668e-01,3.096256405e-02,4.555078745e-01,-2.522720955e-02,-1.270804405e-01,1.546075791e-01,-2.324710935e-01,3.989404067e-03,9.489101917e-02,1.496179847e-10,-1.532713175e-01,-1.025730446e-01,1.550225765e-01,-8.729761466e-03,1.219803318e-01,4.922007397e-02,2.883612812e-01,-3.920915350e-02,-3.614273071e-01,8.439727873e-02,-1.610176414e-01,-1.129658967e-01,7.380008698e-03,2.736705588e-03,-9.033994377e-02,-7.902244137e-11,2.111721188e-01,9.953677654e-02,-6.621567160e-02,-7.458028942e-02,-1.908923686e-01,6.639200263e-03,-1.038167849e-01,-6.300187856e-02,-1.368136257e-01,-1.610062420e-01,-2.115346938e-01,-1.756460220e-02,-4.670094326e-02,-1.946455217e-03,5.186301842e-02,1.121993470e-10,-2.614190988e-02,-3.646337613e-02,-1.322112232e-01,-3.245304525e-02,-2.419675887e-01,1.683405414e-02,1.087738425e-01,-2.276211977e-02,-2.251055092e-01,-1.753441989e-02,-2.413734198e-01,-8.434141427e-02,1.221130639e-01,-1.012129476e-03,-1.521726400e-01,-2.756001261e-10,-1.129987612e-01,1.965684593e-01,1.201851517e-01,-7.228638232e-02,-1.547752023e-01,-1.713493839e-02,5.281662941e-02,-6.273510307e-02,-2.969346344e-01,6.944037229e-02,5.203454494e-01,7.582734525e-02,-3.035563231e-01,-5.215004552e-03,3.172718883e-01,6.420424747e-10,5.440464243e-02,-1.072921157e-01,-2.139707357e-01,-4.241624102e-02,4.716230929e-01,-1.891040057e-02,-1.698720455e-01,-4.687607661e-02,6.717975140e-01,-4.954650626e-02,-2.783432007e-01,-4.797050729e-02,1.406188011e-01,-7.951849140e-03,-2.322127819e-01,-2.099469626e-10,-5.479922146e-02,-1.206149906e-01,1.556310952e-01,-2.952507697e-02,-2.069162428e-01,-6.823480874e-02,-9.976050258e-02,-3.059002012e-02,-3.204835355e-01,-9.007299691e-02,-5.754739046e-02,-2.851960436e-02,-5.472039431e-02,1.171195414e-02,-3.845022246e-02,6.433430455e-10,1.358760521e-02,-5.428826436e-02,-1.252303272e-01,-2.802029066e-02,-4.466732740e-01,-5.403877795e-02,-1.657914966e-01,-1.922046021e-02,4.665418714e-02,5.543026701e-02,2.290030569e-01,-3.982262313e-02,7.654331625e-02,-1.503702719e-03,-1.356645077e-01,-3.396422865e-10,-1.227139980e-01,2.237991616e-02,2.112039924e-02,-4.773358256e-02,1.653356701e-01,-9.872110188e-02,-2.166293710e-01,-9.493753314e-02,-2.392108291e-01,-1.877236962e-01,1.734791994e-01,5.648711696e-02,-3.311471045e-01,-4.217371345e-03,-3.217795193e-01,3.645748703e-10,1.827202439e-01,-8.074542880e-02,1.137093082e-01,-9.416131303e-03,6.073860452e-02,5.521399900e-02,2.991583347e-01,-1.794127561e-02,-2.546266615e-01,9.993932908e-04,-3.913236558e-01,-2.034226432e-03,-1.088263318e-01,6.552831735e-03,2.604715824e-01,4.166565981e-10,-1.491952389e-01,1.033521816e-01,-7.981255651e-02,-9.129253030e-02,8.717914671e-02,9.653086774e-03,-2.375025302e-02,-3.095794655e-02,2.757928669e-01,4.326410964e-02,-6.889464706e-02,-1.001322865e-01,2.675734758e-01,-3.432643833e-03,9.096848965e-02,-3.786450320e-10,-1.055330224e-02,-1.310069859e-01,6.389442086e-02,-9.172357619e-02,-2.170356810e-01,-1.360215098e-01,-1.750507057e-01,-2.146128416e-01,8.774220943e-02,-5.765185133e-02,1.039483864e-02,-1.188198701e-01,-1.006934866e-01,7.112783380e-03,1.294820160e-01,2.357670448e-10,-1.540462375e-01,-5.266834050e-02,9.566555917e-02,-2.283565141e-02,4.464867413e-01,-4.698982462e-02,2.323801816e-02,-7.663960569e-03,-1.802432686e-01,2.057645470e-02,3.124525249e-01,-8.468884975e-02,4.077584669e-02,-1.031439402e-03,-1.558052450e-01,-1.207359074e-10,-1.666517556e-01,-1.908565499e-02,-1.346156001e-01,-1.830591634e-02,-2.503719330e-01,1.665217280e-01,-2.622249722e-01,9.551646071e-04,-1.033458486e-02,1.181125417e-01,-2.889794409e-01,1.567805260e-01,-1.517394930e-01,-6.489960477e-03,-8.597387373e-02,-5.812703791e-11,3.212679029e-01,-1.232360117e-02,-9.508761764e-02,-4.381956160e-02,-1.110440567e-01,-7.081345469e-02,3.062711954e-01,5.827057362e-02,-6.842572987e-02,-1.686824262e-01,-9.119389206e-02,-3.857057542e-02,1.158206537e-01,-2.398291370e-03,6.298770662e-03,-1.503643043e-10,-9.965572506e-02,-1.654344844e-03,-8.427568525e-02,-7.463802397e-02,-2.655536532e-01,-1.232701447e-02,3.797456855e-03,1.395390332e-01,-3.677403182e-02,-1.154974774e-01,1.093750354e-02,-1.093605012e-01,-2.446916699e-01,-1.801815932e-03,7.271768153e-02,3.818348970e-10,-8.289379999e-03,-4.289352894e-02,-1.424558833e-02,-1.727423747e-03,-1.171217952e-02,1.758283824e-01,1.401560009e-01,-1.475265175e-01,-1.254111677e-01,-1.088497043e-01,1.927694231e-01,1.068669781e-01,3.269829154e-01,-3.372319043e-03,-1.428396404e-01,3.651060357e-11,-1.407508105e-01,-4.852988198e-02,1.106638908e-01,-3.777758405e-02,3.711837232e-01,-2.472592294e-01,-3.218216822e-02,-8.902471513e-02,6.793029141e-03,9.225267917e-02,-2.052857131e-01,-4.774915520e-03,-3.272743523e-02,9.055828676e-03,-3.185463697e-02,3.541698879e-10,-2.232789621e-02,4.419605434e-02,-8.210200071e-02,-6.222576648e-02,-2.257364988e-01,-4.136434291e-03,-2.193539143e-01,-6.583683938e-02,-1.548063010e-02,4.422895610e-02,-5.610140786e-02,-7.821484655e-02,-1.446191221e-01,-6.511935033e-03,-4.222989082e-03,1.711692732e-10,7.150772959e-02,-3.843820468e-02,-6.347373128e-02,-8.093188703e-02,-5.312830210e-02,-1.220404953e-01,-1.219242290e-01,-8.147512376e-02,-2.521411702e-02,-7.951702923e-02,-1.805188600e-03,-1.350600570e-01,-5.861727148e-02,-6.626895163e-03,-8.737062104e-03,-5.609019846e-11,-5.723233800e-03,-7.213067729e-03,-1.685267873e-02,-4.869896173e-02,2.817264758e-02,-1.296830475e-01,-1.880251914e-01,-7.532274723e-02,-1.093696952e-01,2.188492417e-01,1.137422174e-01,4.929864313e-03,-3.216270506e-01,6.955447607e-03,-5.480505154e-02,5.567913838e-11,3.487438895e-03,-2.351041883e-02,5.023950711e-02,3.019317286e-03,-1.389612854e-01,3.369382024e-01,1.815906018e-01,-3.390049934e-02,5.738609284e-02,-2.086132616e-01,-1.356357485e-01,1.081217378e-01,-1.005916074e-01,-8.974704891e-03,-3.727458417e-02,-1.420398799e-10,-9.113268554e-02,-6.660216302e-02,-3.975152969e-02,-5.020923167e-02,3.125655279e-02,-1.723705083e-01,2.111148275e-02,2.736086398e-02,-9.370204061e-02,-1.823395304e-02,-3.400826454e-02,-6.298501790e-02,3.856487274e-01,5.708590150e-03,-4.612415098e-03,4.459045633e-10,-6.040318403e-03,1.141900755e-02,-6.189110503e-02,-1.292871237e-01,-4.068582132e-02,-1.169219688e-01,2.659873804e-03,5.181439687e-03,-8.963252604e-02,-3.259731829e-02,1.257163659e-02,-1.189928651e-01,3.610505909e-02,-2.235486172e-03,-4.404406995e-02,-2.986974904e-11,1.495486405e-02,3.005311824e-03,-4.226857796e-03,8.291408420e-03,-7.773336768e-02,1.177479252e-01,-1.539643258e-01,-5.267279595e-02,3.039615043e-02,-1.623120606e-01,5.899938196e-02,3.217880055e-02,-1.814079583e-01,-5.671920720e-03,-1.001624111e-02,-5.243726564e-10,-2.019552737e-01,-3.886719793e-02,-2.433050424e-02,-2.252357267e-02,4.717371985e-02,-2.295410484e-01,-5.313456431e-02,-1.044000015e-01,-5.128862709e-02,1.778001040e-01,-7.498253882e-02,3.847131133e-02,2.167397738e-02,1.105366740e-02,-4.110728204e-02,-1.276343892e-10,1.120970473e-01,2.383594168e-03,2.050201781e-02,-3.335242718e-02,-6.065259129e-02,1.407641023e-01,9.679676592e-02,-1.154129021e-02,-6.039122120e-02,-6.999799609e-02,-5.424313620e-02,-3.709494695e-02,2.792099863e-02,-5.591290072e-03,-1.048804075e-02,-6.514376538e-11,-2.498761564e-02,-5.256710574e-02,-7.245778292e-02,-9.768590331e-02,-8.443295956e-02,-1.035644710e-01,2.831940539e-02,8.597841859e-02,-1.026497409e-01,-5.417063367e-03,5.301087722e-02,-7.866638899e-02,1.224468127e-01,1.923595439e-03,-2.873401530e-02,5.606620029e-11,-4.373869672e-02,-7.011327893e-02,4.102699459e-02,-5.383781972e-04,-4.940926563e-03,-1.075152010e-01,-4.896835238e-02,-1.658995003e-01,-4.427204654e-02,2.165823802e-02,3.735293075e-02,3.917738423e-02,-2.071566284e-01,9.430170059e-03,-9.202414006e-02,-2.482914152e-10,-7.552681118e-02,-7.553146034e-02,6.318321917e-03,-4.543453828e-02,5.935660563e-03,1.669071168e-01,-5.249058455e-02,-5.628706887e-02,5.244474486e-02,-6.187905744e-02,-1.190049797e-01,-7.001997437e-03,6.707687676e-02,-6.930413190e-03,3.943493590e-02,3.803053705e-10,-4.045905173e-02,6.494414806e-02,-4.488074407e-02,-3.314820305e-02,-4.854244366e-02,-4.319443181e-02,-3.432295099e-02,-2.680347487e-02,-7.656896859e-02,-4.211834818e-02,-2.927601524e-02,-3.876141086e-02,-7.804620266e-02,-7.172632031e-03,-2.448231354e-02,-2.815543632e-10,6.042883173e-02,-5.298584700e-03,-8.966571838e-02,-1.158012599e-01,-6.987880915e-02,-1.605547499e-03,-1.386777405e-02,-3.678761795e-02,-7.736209780e-02,-5.956383049e-02,2.170500532e-02,-7.884828001e-02,4.559013993e-02,-3.046622965e-03,-1.459319051e-02,-1.473230218e-11,-7.717060391e-03,-4.934640229e-02,-2.261488233e-03,8.351145312e-03,-3.255369375e-03,-7.485521026e-03,-3.396669030e-02,-3.725138679e-02,-2.271377249e-03,-5.078257248e-02,5.450258031e-02,-4.322343040e-03,-1.102515087e-01,-6.658535451e-03,-5.997191742e-02,5.684930304e-11,-6.265988946e-02,-2.517938847e-03,2.465128340e-02,-2.641629241e-02,1.871040836e-02,-4.337568767e-03,-4.541067407e-02,-4.876988009e-02,-4.891132191e-02,1.728962408e-03,-1.014143229e-01,6.005771086e-02,4.698268697e-02,5.079356022e-03,-4.956601188e-03,2.774712682e-10,1.111817267e-02,-9.652063251e-03,-2.849539043e-03,-4.303390533e-02,-7.786212862e-02,-7.410694659e-02,-1.370954514e-02,-4.037560523e-02,-4.196810350e-02,2.097334340e-02,-3.255752474e-02,-6.256368756e-02,-7.785931230e-02,1.461239066e-03,-2.601592429e-02,-3.614275268e-10,-4.000825435e-02,-2.402387187e-02 +thresholds = -2.816524208e-01,-7.105396390e-01,-5.310925841e-01,-3.523548543e-01,-4.317325652e-01,-6.526646614e-01,-6.867930293e-01,-3.521776199e-01,-2.312193215e-01,-3.430660963e-01,-3.834332526e-01,-1.203235891e-02,-4.250126779e-01,6.177849627e-06,-4.000091553e-01,-3.448065221e-01 +weights1 = 2.853613496e-01,5.459116027e-02,5.267574787e-01,1.542962044e-01,3.478779197e-01,1.833935380e-01,3.192158937e-01,7.568355650e-02,2.957359552e-01,1.448791325e-01,-6.623579860e-01,-1.556128711e-01,4.184688628e-01,2.362828553e-01,2.758706808e-01,4.934946075e-02,-2.914624512e-01,-4.682474136e-01,3.586085141e-01,3.594824672e-02,3.067501783e-01,1.134275943e-01,2.831823379e-02,1.135750208e-03,3.165408373e-01,7.851856202e-02,-6.450692069e-08,-6.325784341e-08,3.312710524e-01,4.527675360e-02,3.237594068e-01,5.874731764e-02 +biases1 = -3.954822421e-01 +weights2 = +biases2 = diff --git a/params/D00093.001.txt b/params/D00093.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..768ac9234439029b305d8d7d61fdee0df13ef2ff --- /dev/null +++ b/params/D00093.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.717666924e-01,-5.733219907e-03,1.912788576e-07,-1.357689143e-06,-1.981801006e-06,1.171968430e-01,7.258452475e-02,1.475968361e-01,3.044228554e-01,-6.238327026e-01,-1.804998368e-01,1.118268538e-02,2.548375130e-01,5.025681853e-02,5.630349368e-02,1.059466399e-07,-8.467718214e-02,-2.249046564e-01,-2.865720035e-07,-9.184898317e-07,-1.030685098e-06,7.071581483e-02,-7.869754732e-02,-4.943114147e-02,2.636118531e-01,1.311776191e-01,-7.890808582e-02,6.117357314e-02,-2.023120075e-01,-1.467435621e-02,2.706510713e-03,-1.364413720e-06,-1.183952391e-02,-4.122254848e-01,-3.017986273e-06,1.393416937e-06,-1.131203589e-06,-3.896182775e-01,-2.190605551e-01,-2.903298438e-01,-1.631185412e+00,-8.225446194e-02,1.749189049e-01,-1.559924036e-01,-7.416220754e-02,-2.216400802e-01,-2.259767652e-01,-1.069560994e-06,-3.967996538e-01,4.653800130e-01,-3.444408094e-06,-8.911403597e-07,-8.649503229e-07,-2.140261978e-01,1.061019301e-01,-6.213717908e-02,8.320156932e-01,4.840640724e-01,-2.316470146e-01,-2.363954782e-01,-1.679341048e-01,7.326878607e-02,3.159094602e-02,-7.290402095e-07,-1.430851817e-01,-5.423648283e-02,-2.972891025e-06,-6.885677521e-07,-6.382650213e-07,-6.052608043e-02,7.909272611e-02,-6.352292895e-01,8.706747741e-02,4.576571658e-02,-3.491377234e-01,-1.213499531e-01,-3.801324964e-01,1.773607582e-01,5.600447580e-02,-1.824967626e-06,7.316228002e-02,-2.449241430e-01,4.869216355e-07,-5.369313527e-08,-9.280930726e-07,6.474579871e-02,2.317486145e-02,4.186631739e-01,-1.977200955e-01,-6.491693109e-02,3.164913505e-02,6.449297816e-02,2.760623097e-01,-2.383815646e-01,6.247670576e-02,-2.595518254e-06,-1.874142587e-01,7.708710153e-03,8.301407206e-07,8.574442631e-07,2.787392646e-07,-5.454659462e-01,-1.961937249e-01,-6.495252848e-01,-6.795708835e-02,-1.781445444e-01,2.191221267e-01,-1.625225991e-01,-7.411018759e-02,-1.871493310e-01,-3.378431499e-01,-9.948483921e-07,-5.077452064e-01,1.139685065e-01,-3.510305078e-06,3.378858366e-07,-1.469774418e-07,1.255102456e-01,-2.514559962e-02,6.117963791e-01,-5.252483487e-02,1.064395905e-01,-2.177706659e-01,-1.006478220e-01,-1.139155030e-02,1.353826374e-01,8.399059623e-02,-8.224744192e-07,-2.163892090e-01,1.008810103e-01,-5.786728707e-06,-1.771531970e-06,-9.949594642e-07,-2.281642407e-01,9.991208091e-03,1.983511895e-01,-1.573131382e-01,5.373902619e-02,-3.402998447e-01,-1.656790972e-01,2.340633422e-01,1.996623538e-02,-3.834071755e-02,1.271278194e-09,-3.032108070e-03,-3.890066743e-01,-1.791511522e-06,-1.884871381e-06,-1.118090950e-06,-1.173370034e-01,8.188807406e-04,-1.537380964e-01,2.209278382e-02,-4.960560054e-02,8.986861259e-02,1.132910550e-01,-2.249006182e-01,-1.172152255e-02,-2.879423462e-02,-8.323961538e-07,-1.271025836e-01,-2.676526010e-01,7.503304573e-07,-2.112630227e-06,-5.548703825e-07,-2.446820140e-01,-2.347775251e-01,-1.727011502e-01,-1.979721040e-01,-3.229881227e-01,2.491714507e-01,-2.155211568e-01,-1.148945373e-02,-2.279042304e-01,-9.734288603e-02,-1.926983515e-07,-4.185515344e-01,3.782939613e-01,-1.906765078e-06,-2.705492989e-06,-6.994369528e-07,1.744505912e-01,1.049004048e-01,-1.262075901e-01,1.020631567e-01,2.280036807e-01,-3.148761094e-01,-5.212070048e-02,-1.872471720e-01,1.068727970e-01,2.910328098e-02,-1.576007321e-06,-1.491790265e-01,-2.565079033e-01,-2.906276677e-06,-1.109579102e-06,-1.753746460e-06,-2.971499562e-01,-4.619707540e-02,-1.481145024e-01,-1.180407256e-01,-9.323365986e-03,-2.948738635e-01,-1.026442945e-01,-8.154701442e-02,-4.163236544e-02,-4.489863664e-02,-1.254255835e-06,8.634466678e-03,5.094492808e-03,-4.631126103e-06,-1.471860173e-06,-1.166471520e-06,-5.816925690e-02,-5.579378456e-02,2.373199314e-01,-2.355130613e-01,8.941642940e-02,7.503549755e-02,4.939584434e-02,1.802570671e-01,-5.289485678e-02,1.348291244e-02,-1.477421165e-06,-3.289131224e-01,-1.320371777e-01,1.389963018e-06,-2.170632115e-06,-3.053039563e-07,-4.872651398e-01,-4.722840711e-02,-3.080769181e-01,3.120498545e-02,-4.539314806e-01,2.812802196e-01,-2.306820154e-01,-2.606545985e-01,-1.433969010e-02,-2.159519792e-01,2.459901793e-07,-2.956202626e-01,2.059694231e-01,-2.719464419e-06,-2.102168082e-06,-1.793553906e-06,4.268563092e-01,3.014939092e-02,-3.542568162e-02,9.121536463e-02,2.829866707e-01,-3.775818050e-01,-3.609712422e-02,-2.763056755e-02,-3.921230324e-03,1.119950265e-01,-1.546612339e-06,-1.170132384e-01,2.229720056e-01,-1.666810022e-06,4.948097967e-07,-1.513174425e-06,1.338615865e-01,1.254010201e-01,-3.622976542e-01,-6.064386293e-02,2.095086724e-01,-3.846656680e-01,-7.903649658e-02,1.310758293e-01,6.201486569e-03,6.522939354e-02,-2.180980118e-06,7.915131003e-02,-3.134242594e-01,-4.422342045e-06,-1.668359232e-06,-3.087415905e-07,-3.703459203e-01,-1.993316459e-03,-3.612211347e-02,-1.631446332e-01,-1.105010859e-03,1.087495983e-01,-3.576128930e-02,-9.916229174e-03,-1.310925782e-01,-1.899186969e-01,1.911961078e-07,-3.362510502e-01,-1.090369448e-01,-3.243697222e-07,-1.059658302e-06,-1.732941257e-07,-2.416065335e-01,-2.795865834e-01,3.764984431e-03,-1.067476906e-02,-2.135181278e-01,3.623099029e-01,-1.318890005e-01,-1.104482338e-01,-1.557624638e-01,-1.539351791e-01,-5.120941751e-07,-3.909688890e-01,2.200943790e-02,-1.687324584e-06,-1.246545594e-06,-7.612674153e-07,6.235036999e-02,3.710713983e-02,1.403513253e-01,3.329499392e-03,-8.573793620e-02,-4.025298953e-01,-7.334058732e-02,-2.002898753e-01,1.678631306e-01,1.432453841e-01,-1.104994112e-06,2.048207670e-01,-2.154833972e-01,-2.392588613e-06,-1.068233814e-06,-1.176701971e-06,-3.332429230e-01,-7.551444322e-02,2.003402822e-02,1.255688369e-01,1.893672645e-01,-3.846710026e-01,-6.223928928e-02,-5.147940293e-02,-2.205303311e-01,-9.835509211e-02,-2.862002191e-07,-4.119255543e-01,7.845740765e-02,-4.637806796e-06,-8.322493272e-07,-8.791193409e-07,4.298871756e-01,6.354896724e-02,-1.434361488e-01,-3.408614397e-01,-2.672655880e-01,1.265432835e-01,-1.072059423e-01,2.695670724e-01,9.255026281e-02,-1.628873646e-01,-2.238343288e-09,-2.645979226e-01,-1.006276906e-01,6.515374480e-07,-6.320889270e-07,1.510602061e-07,-6.359423995e-01,-1.438311636e-01,-4.110828042e-01,3.297769697e-03,-3.598285317e-01,2.978689373e-01,-1.670474708e-01,-1.453430802e-01,-1.633071005e-01,1.770085655e-02,1.145162187e-07,-2.933817506e-01,6.017060205e-02,-3.265713985e-06,-2.107011142e-06,-9.868382449e-07,1.235681772e-01,3.672852367e-02,2.801886499e-01,-1.913610287e-02,3.468737900e-01,-3.558717668e-01,1.646700129e-02,-2.623158693e-01,1.784981787e-01,1.081662402e-01,-2.865050135e-07,-6.933203340e-01,1.631919295e-01,-7.315042012e-07,-5.941129757e-07,-1.289025590e-06,-2.899886370e-01,-7.744064182e-02,-9.355633706e-02,-5.037477985e-02,2.448372245e-01,-3.812294304e-01,1.848667860e-02,-8.236210048e-02,2.005125582e-01,-4.129454494e-02,-1.750063007e-06,-5.272197127e-01,-2.617153227e-01,-6.357468465e-06,-1.099927317e-06,-1.899864742e-06,-3.496704102e-01,6.283216178e-02,-1.104076356e-01,-1.219462752e-01,-3.719380796e-01,1.531152576e-01,-1.613684446e-01,5.111464765e-03,-1.372370869e-01,-1.355881840e-01,-6.256883012e-07,-7.471408248e-01,-8.948794007e-02,-2.853299975e-06,-6.201745464e-07,-1.226106292e-06,-4.043907225e-01,-3.551527858e-02,-1.897102594e-01,3.685035557e-02,-2.926551700e-01,4.077823758e-01,-1.924605668e-01,3.576498479e-02,-3.607480526e-01,-4.910586774e-02,-1.297185349e-06,1.202604413e+00,1.053166017e-02,-2.160206591e-08,-8.165728786e-07,-1.342872565e-06,6.283156276e-01,-6.894759834e-02,1.393769979e-01,-9.566386044e-02,3.288995922e-01,-4.957968593e-01,1.531610359e-02,-1.480894238e-01,1.846878529e-01,9.061533958e-02,-1.755589778e-06,3.073388338e-01,-4.351909086e-02,-4.952470931e-07,-2.036089199e-06,-1.548937576e-06,-1.261417568e-01,1.868981421e-01,-4.278977588e-02,1.313699186e-01,1.573878974e-01,-4.719855487e-01,1.388769448e-01,7.533926517e-02,-3.063503653e-02,9.892437607e-02,-1.040518555e-06,-9.999628663e-01,-5.548208952e-02,-3.164869668e-06,-1.465195737e-06,-1.154006668e-06,-1.861401498e-01,-1.242123693e-01,-8.633832633e-02,-2.912907302e-01,-4.379557073e-01,2.320724577e-01,-2.460616231e-01,-1.119095609e-01,1.170912292e-02,-1.404505670e-01,-1.655320375e-06,2.252428979e-01,-1.175643951e-01,-2.365572982e-06,-1.207475520e-06,-8.889952028e-07,-6.449694633e-01,-1.654536277e-01,6.437234581e-02,-2.076060697e-02,-1.373192817e-01,3.692489266e-01,-3.921175599e-01,-1.582089812e-02,-2.193768024e-01,-2.312775999e-01,-1.819230761e-06,-2.977048457e-01,3.908435628e-02,-2.219832140e-06,-2.168547653e-08,-9.164634776e-07,5.415152907e-01,-1.630490460e-02,-1.895419657e-01,-5.044895038e-02,3.270382285e-01,-4.454695582e-01,1.792772412e-01,-1.371871531e-01,1.255137771e-01,1.374307275e-01,-2.051467163e-06,3.799193725e-02,-1.238992736e-01,-3.730962817e-06,1.841010899e-08,-8.742499631e-07,-6.160153076e-02,1.404052018e-03,-2.482733503e-02,1.665969566e-02,3.256866038e-01,-4.778127372e-01,-4.027986526e-01,-1.250722557e-01,-1.352251619e-01,-4.063165188e-02,1.574456121e-07,5.669403076e-01,3.317945823e-02,-1.492458637e-06,-7.375389259e-07,-7.266788202e-07,-6.882553697e-01,-1.513276715e-02,-1.430921406e-01,-1.151334569e-01,-3.560020328e-01,2.325210422e-01,-2.260126024e-01,1.638241857e-01,-1.184151396e-01,-1.650415659e-01,-4.955847999e-07,-1.001110435e+00,-1.007654890e-01,-1.166960033e-06,-1.762305942e-06,-4.965780249e-07,-1.200286597e-01,-1.556887776e-01,-3.205349669e-02,-9.501563013e-02,-5.454019904e-01,2.954607904e-01,-4.291493893e-01,-1.479652673e-01,9.181238711e-04,-1.472234027e-03,7.602762508e-08,-3.689063489e-01,1.400121581e-02,-1.673526526e-06,-5.003855108e-07,-4.204376012e-07,4.541542530e-01,5.034902319e-02,-5.432274193e-02,-3.764238954e-02,4.848608375e-01,-3.662974536e-01,7.379448414e-01,-8.036456257e-02,1.399298310e-01,7.176789641e-02,-1.842061124e-06,-7.563905120e-01,1.155707147e-02,-1.024476433e-07,-1.772279802e-06,-2.243988774e-06,-1.048341841e-01,-2.142453492e-01,-1.351880748e-02,8.518284187e-03,1.799013913e-01,-4.655970931e-01,1.795375645e-01,-9.510546923e-02,3.067274950e-02,2.227238864e-01,-2.270667665e-06,-6.059977412e-01,-1.476221625e-02,-1.789568500e-06,-1.547317538e-06,-2.098052846e-06,-3.770250827e-02,-9.247917682e-02,-1.604752243e-01,-2.301650196e-01,-3.668596148e-01,1.922222674e-01,-3.048002124e-01,-1.664655283e-02,-1.562009752e-01,-4.017342031e-01,-1.188538477e-07,-5.914331675e-01,1.153771649e-03,-1.934281272e-06,-4.853118867e-07,-1.350592811e-06,-1.435247660e-01,1.504470706e-01,5.567377433e-02,-7.427085936e-02,-3.213872313e-01,2.368824184e-01,-4.973771572e-01,1.134945527e-01,-1.346214712e-01,-1.416730881e-01,6.848104590e-07,1.188739300e+00,-1.754294336e-01,-3.416095751e-06,-1.001773626e-06,-1.756068968e-06,-1.296697557e-01,3.720742092e-02,-1.359752268e-01,6.478144228e-02,4.174930453e-01,-2.796454430e-01,3.026104867e-01,-1.913174391e-01,1.473628879e-01,1.853099912e-01,-1.928916390e-06,-1.826958656e-01,3.237513825e-02,9.776266552e-07,-1.581278639e-06,-8.358623518e-07,5.163984001e-02,1.540172100e-01,-2.281174622e-02,-2.357137389e-02,2.583393455e-01,-3.500485718e-01,-1.990815252e-01,-8.625618368e-02,1.443814635e-01,-3.750948608e-02,-6.341916219e-07,-6.609690189e-01,-9.706298262e-02,-2.380309070e-06,-1.365562412e-06,-1.121261789e-06,-4.107001126e-01,-6.657194495e-01,-2.647078130e-03,-1.641963571e-01,-3.716284335e-01,2.391617000e-01,1.244361028e-01,5.206998065e-02,-9.963883460e-02,-3.514600396e-01,-1.809571131e-06,-8.182535172e-01,-4.567746818e-02,-1.531849648e-06,-6.761119948e-07,-6.412395237e-07,2.510792315e-01,4.290176034e-01,-1.008813605e-01,-7.176633924e-02,-4.445325136e-01,2.547427081e-02,-6.585458517e-01,2.079025358e-01,-2.574907839e-01,-3.764742911e-01,1.992633258e-07,8.968384266e-01,-6.711526960e-02,-2.887804385e-06,-8.425346323e-07,-1.315543614e-06,-3.077517748e-01,-3.637918830e-02,-1.279563308e-01,2.839644253e-02,4.669720531e-01,-2.307228446e-01,4.131616056e-01,-3.632975519e-01,9.996225685e-02,6.300678253e-01,-1.364550599e-06,-6.031913757e-01,-3.239729628e-02,-2.563450430e-08,6.682143976e-07,2.667471790e-07,-1.662892848e-02,1.766581386e-01,3.803685680e-02,5.481822789e-02,1.370485574e-01,-2.000271976e-01,-4.127445817e-01,-2.343395054e-01,-9.027495235e-02,1.052098721e-02,-1.197856250e-06,-8.160334229e-01,-4.264912382e-02,-4.186974365e-06,-1.979654371e-06,-1.583401740e-06,-1.838271320e-01,-4.184767604e-02,-1.939355582e-01,-2.002362758e-01,-3.705106974e-01,1.150305867e-01,-3.582174182e-01,6.207250953e-01,-2.252015769e-01,-3.198853731e-01,-5.055927659e-07,-5.814666748e-01,-1.596330255e-01,-3.002284643e-07,6.476838621e-08,-7.737439205e-07,2.844703496e-01,7.098238170e-02,1.113916636e-01,1.739093848e-02,-4.165496528e-01,-8.796413243e-02,-5.221850872e-01,-6.420770884e-01,1.027947888e-01,4.585706890e-01,-7.724409556e-07,1.235614181e+00,5.719821155e-02,-1.908784952e-06,-9.927786095e-07,-2.080014809e-07,-4.997451007e-01,-3.248623312e-01,-2.097935677e-01,-1.031082794e-01,5.591501594e-01,-1.431728452e-01,9.731227756e-01,6.611061841e-02,9.989194572e-02,-2.845787406e-01,-1.726980599e-06,9.709282219e-02,-1.790021509e-01,-2.076664941e-06,5.333748732e-08,-6.616518817e-07,-1.205853969e-01,-2.943095267e-01,-1.887143701e-01,2.173024416e-02,2.574552596e-01,-1.088198721e-01,-9.332631528e-02,-3.643726707e-01,-2.293610424e-01,1.159043983e-01,-1.050869400e-06,-8.483834267e-01,5.554656312e-02,-3.171403932e-06,-1.287500822e-06,-1.121364448e-06,-2.074248046e-01,7.030056119e-01,6.094802637e-03,-1.482470632e-01,-2.448947579e-01,8.130459487e-02,-1.336291581e-01,-6.163848042e-01,-4.162759054e-03,1.874276251e-01,-2.634465773e-06,6.571976095e-02,1.742013171e-02,-1.818668125e-06,-7.098212791e-07,-8.832505500e-07,1.256746650e-01,-5.099322796e-01,-5.358738080e-02,4.124249890e-02,-3.777862787e-01,-1.382734776e-01,-7.489167452e-01,9.934083223e-01,5.133643746e-01,-2.611382604e-01,-1.074563329e-06,-7.951137424e-02,-7.144871354e-02,-2.281812840e-06,-1.276760599e-06,-1.546023213e-06,-2.133926153e-01,-1.783112623e-02,-1.809314638e-02,-1.458620876e-01,2.743709385e-01,-1.503440142e-01,6.558458209e-01,-2.022305578e-01,-3.926320076e-01,-1.775669903e-01,-7.611526485e-07,-1.752449870e-01,-1.851364225e-01,-1.710331617e-06,-1.334709964e-06,-1.720522249e-07,-4.803473651e-01,-3.204030991e-01,-2.982580066e-01,-1.214166358e-01,5.653774738e-02,-4.771510139e-03,-4.669575393e-02,-3.694120646e-01,-5.476639271e-01,-4.098619819e-01,2.839090314e-07,-2.976467311e-01,-2.207607329e-01,-3.603565347e-06,-1.136907031e-06,3.817818310e-07,3.964757025e-01,9.828065634e-01,-4.732669890e-02,-8.024352789e-02,-3.223135769e-01,-1.529170722e-01,-6.043888927e-01,5.001662970e-01,5.259703994e-01,-3.618551791e-01,-8.440883903e-07,-4.631546885e-02,4.073742628e-01,-1.066236223e-06,1.818046798e-07,-1.214091412e-06,3.861075938e-01,-8.643361926e-01,4.932283163e-01,4.105354846e-02,-4.285060465e-01,-6.384375691e-02,-1.762620807e-01,-1.468443573e-01,-2.191944122e-01,1.520264056e-02,-2.456234256e-07,-2.458762378e-01,-1.789609641e-01,-6.769327570e-07,-1.027277449e-06,-9.504616401e-07,-7.179627419e-01,8.285929263e-02,-4.019440413e-01,-7.052884996e-02,6.034318805e-01,-9.460166097e-02,5.073209405e-01,-1.734884828e-01,1.280847341e-01,6.211410165e-01,-7.173689909e-08,-2.992523015e-01,-3.658900857e-01,-3.365285579e-07,-2.121465968e-06,5.644484418e-07,-1.018444180e+00,3.572819531e-01,-5.493615866e-01,-4.898611605e-01,2.401204221e-02,-1.144667715e-01,-1.096305326e-01,-1.599243581e-01,7.431058288e-01,-1.259863973e-01,-6.704661359e-07,-9.405770898e-02,3.363021910e-01,-3.276841653e-06,-1.743560574e-06,-6.699349342e-07,5.278472900e-01,-7.435317636e-01,5.461556911e-01,1.973118633e-01,-2.311864346e-01,-9.017339349e-02,-2.621158957e-01,2.545874715e-01,-4.511879086e-01,4.937370494e-02,-2.055178356e-06,5.786550790e-02,-2.235878706e-01,-3.550210295e-06,-1.636951339e-07,-7.387471328e-07,2.604519129e-01,4.310110509e-01,3.893971145e-01,3.398088217e-01,-2.550170124e-01,-5.960902572e-02,1.540683657e-01,2.968572676e-01,-8.860598207e-01,-4.159435630e-01,-7.508603517e-07,-4.296368361e-01,7.569549978e-02,-2.303052725e-06,-1.336870696e-06,-1.383613494e-06,-1.855896413e-01,-1.638325453e-01,-6.404945850e-01,-2.783971131e-01,3.713375032e-01,-5.188264698e-02,-1.023516357e-01,-5.810974240e-01,4.813581407e-01,3.571841121e-01,-1.460947828e-06,-4.812086523e-01,-8.827302456e-01,-2.004080898e-06,-4.419449908e-07,-8.700756098e-07,-1.886895299e-01,-3.677524254e-02,-4.104499221e-01,-5.461758375e-01,2.219372541e-01,1.211917520e+00,3.830856979e-01,-2.545766532e-01,-9.965234995e-02,2.159571946e-01,2.762501197e-07,1.711741462e-02,5.470165610e-02,-2.292076033e-06,-5.198526765e-07,-8.431048855e-07,-3.774134815e-02,-2.333656400e-01,7.125657201e-01,1.134728909e+00,-4.861581624e-01,-6.613398790e-01,1.959472336e-02,2.105285078e-01,-7.183127850e-02,-6.430373192e-01,1.110132644e-07,-3.771653771e-02,1.146205783e+00,-1.148136789e-06,-2.359687556e-07,8.757987189e-07,-1.656604558e-01,3.461907804e-01,4.628091156e-01,-2.436391264e-01,-2.992462814e-01,-5.999877304e-02,4.763531089e-01,6.457732618e-02,5.555085838e-02,-2.113762200e-01,-1.008137247e-06,-2.632770538e-01,-4.956657588e-01,-1.125541615e-07,-1.621334718e-06,1.193261483e-06,-2.364345081e-02,-1.951215118e-01,-1.019227147e+00,-5.760529637e-01,4.726176262e-01,-8.067017794e-01,-1.199057937e+00,-2.101049721e-01,3.148399992e-03,5.030782223e-01,-1.182878236e-06 +thresholds = -3.060331821e+00,-7.099316716e-01,-2.937410864e-05,-1.546913336e-05,-1.199513099e-05,-1.662928104e+00,-4.762802124e-01,-1.017190933e+00,-9.245342612e-01,-3.634070158e-01,-1.264543891e+00,-1.280106902e+00,-7.583039403e-01,-4.511522353e-01,-5.414997935e-01,-1.320337833e-05 +weights1 = 8.830726743e-01,-2.208707295e-02,1.838179976e-01,4.310202599e-01,-2.314616495e-06,5.300355294e-11,-1.002586486e-10,1.216943768e-10,2.901253369e-11,5.496894606e-11,4.724101722e-01,1.438467298e-02,1.982387900e-01,1.391603351e+00,2.692935467e-01,1.948790848e-01,2.369572669e-01,5.136297345e-01,2.833702266e-01,-2.083117008e+00,-2.742985487e-01,-5.156155229e-01,2.868152261e-01,-1.534497887e-01,2.335608304e-01,4.967196584e-01,1.894771010e-01,6.767510176e-01,1.992542297e-01,3.463000059e-02,-2.847699724e-12,9.928267236e-11 +biases1 = -1.309150219e+00 +weights2 = +biases2 = diff --git a/params/D00094.001.txt b/params/D00094.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..163b65f566117f245f9cda531e4184620fc84bbe --- /dev/null +++ b/params/D00094.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -7.598815858e-02,-2.332908444e-08,-2.279564291e-01,3.552586136e-08,-3.142982408e-08,1.846641418e-08,4.438931356e-08,1.990664522e-08,4.237621809e-08,-4.335584864e-02,-1.961595153e-08,-5.797689781e-02,-6.916186213e-02,2.788490988e-02,-5.825896561e-02,-1.727577903e-08,-3.618255025e-03,-5.435919093e-08,5.736909225e-04,2.709974467e-08,-2.136718003e-08,4.983993662e-08,-2.613961136e-08,-4.934535269e-08,1.288074980e-08,-2.161796242e-01,3.094628198e-08,5.051280186e-02,-9.726528078e-02,-1.939925365e-02,-1.443900019e-01,-4.504935092e-08,7.576772571e-02,-3.653656933e-08,-1.593537927e-01,7.459886042e-09,-1.495111768e-08,5.902852429e-09,-2.228997964e-08,8.556255260e-09,-7.197123608e-08,-9.612737596e-02,3.917869584e-09,-1.313545555e-01,1.880973727e-01,-1.047736928e-01,-2.872169577e-02,3.526632852e-08,2.930002520e-03,-6.246625439e-09,-5.193033139e-04,2.041006830e-08,-4.698325640e-08,3.421219752e-09,-1.824859019e-08,-3.092524992e-08,1.044938802e-08,1.474574506e-01,2.335354132e-08,4.883005098e-02,-1.683459282e-01,8.021371812e-02,3.442578251e-03,-1.328036259e-08,2.094021626e-02,-5.298578998e-08,1.543377806e-02,5.450206331e-08,7.467853003e-09,3.032932128e-08,4.950581456e-08,-1.780123959e-08,5.975011419e-08,1.212096363e-01,-1.114547299e-08,-4.494606331e-02,6.498422474e-02,1.736188307e-02,-2.787163667e-02,-3.570308138e-08,2.316796780e-02,-6.858822843e-08,-3.650510311e-01,5.438542949e-09,1.260401650e-08,-2.873389582e-10,2.182314951e-08,1.400047278e-08,-3.106204716e-08,-1.248442009e-01,-2.150308198e-08,4.047963768e-02,-1.395504177e-01,-1.103133429e-03,-1.077018529e-01,2.088959228e-08,1.585935950e-01,-7.027087356e-09,-4.522715136e-02,1.653717696e-08,2.161586643e-08,-4.571208478e-08,3.972214913e-08,-1.895106116e-08,-1.138134831e-08,-7.577884942e-02,-1.936861160e-08,-2.425577492e-02,-3.297943473e-01,4.427074268e-02,-1.489619464e-01,-1.092465052e-08,-1.846647412e-01,6.955439602e-08,-1.575103961e-02,1.251684711e-08,1.261947791e-08,-1.349245604e-08,-2.728057602e-08,-3.503726020e-08,2.343215577e-08,-1.273855865e-01,-1.657823923e-08,-4.165603220e-02,2.403311729e-01,-8.306763321e-02,4.063675180e-02,-5.294964822e-08,7.025209721e-03,6.367163463e-10,-1.417533010e-01,-2.425769274e-08,-5.184061891e-08,3.759495470e-08,-6.219313775e-08,2.290883394e-08,-1.901545055e-08,6.915457547e-02,-1.965612562e-08,-4.268750176e-02,-1.114167944e-01,-3.961157426e-02,-1.369038969e-01,1.317094256e-08,5.088706315e-02,2.690816636e-08,-4.000139832e-01,-1.195149646e-09,-4.233034900e-08,-2.324310522e-09,-1.164572883e-08,-9.019939240e-10,-2.471300142e-08,-3.139538467e-01,1.733252764e-09,-3.979119472e-03,6.760787684e-03,3.493421525e-02,-1.772085130e-01,3.462644571e-08,-3.575117886e-02,1.654362158e-08,2.019645721e-01,5.581688889e-09,-4.980868695e-08,2.434799562e-08,2.039896962e-08,-6.671471198e-08,-3.094805123e-08,-1.837965995e-01,2.315613834e-08,-1.284995675e-01,3.503218468e-04,-6.460057199e-02,-8.275939524e-02,9.849107308e-09,-3.059313074e-02,3.201461496e-08,-7.981126755e-02,2.566519974e-08,3.766174572e-08,1.504068514e-08,-1.633540414e-08,-6.832583921e-08,3.777923396e-08,2.213499844e-01,-5.628837485e-08,7.359995693e-02,-5.258213356e-02,3.688969463e-02,1.437282860e-01,-2.719180792e-08,1.823318191e-02,-1.095944580e-08,-2.671557963e-01,5.124122282e-08,6.480630788e-08,3.277872551e-08,-3.650227498e-08,3.547636496e-08,1.299464447e-08,4.055068828e-03,-2.397600163e-08,-2.936870046e-02,-2.250348330e-01,4.329936951e-02,-1.333010197e-01,6.572634703e-08,-1.084602252e-01,1.724663257e-08,-2.784229517e-01,-5.378009504e-08,-4.847447954e-08,5.555815719e-08,8.215041980e-09,4.578495805e-08,-4.228536454e-08,-1.113395914e-01,3.542132632e-08,4.851899296e-02,-1.596090496e-01,-2.855478972e-02,-2.252076417e-01,2.499706220e-09,-1.853617132e-01,5.501904710e-08,-4.561880529e-01,-4.662128106e-08,-2.783941078e-09,-5.401552627e-08,8.357834425e-09,-4.609991500e-09,-5.447332541e-08,9.806701541e-02,-4.073718074e-08,-6.355862319e-02,6.525024027e-02,-5.214798823e-02,-5.845370237e-03,-2.840132218e-08,2.787201107e-01,2.436228108e-08,6.009128094e-01,-2.498049945e-08,3.619957667e-08,-1.715907594e-08,-6.377817385e-08,2.155890222e-08,-2.121060128e-08,-2.106156349e-01,4.903241368e-09,-1.887070388e-02,1.626093984e-01,2.915867977e-02,8.512263000e-02,3.068175047e-08,2.249630243e-01,-3.580237495e-10,-4.143784642e-01,1.296538255e-08,6.313880085e-09,3.734712450e-08,-4.511203855e-08,4.042871815e-09,1.072264855e-08,8.286139369e-02,3.650083791e-09,-5.296889693e-02,-1.279541105e-02,2.406635694e-02,-2.588947117e-01,3.465436293e-08,4.969779029e-02,3.991178232e-08,-1.956320107e-01,1.430484087e-08,-5.441830453e-08,-2.715943914e-09,4.731283454e-08,5.819860505e-08,-5.178880258e-08,-1.889201999e-01,-1.365949753e-08,7.852674462e-03,-1.615097821e-01,1.899244823e-02,-2.109421641e-01,5.001058767e-08,-4.466422275e-02,-9.108901189e-09,4.052245915e-01,5.166674200e-08,-3.796020209e-08,1.176062359e-08,-4.542141596e-08,3.028335627e-08,1.490810031e-09,-2.577444315e-01,-5.213771814e-08,-3.743287921e-02,2.474215999e-02,-4.137321375e-03,1.092877239e-02,4.531083775e-08,-2.085083872e-01,-2.698356916e-08,-2.142888159e-01,3.745616439e-08,-6.518222762e-08,-5.149600568e-08,-1.641874015e-08,4.452308389e-08,-1.962820839e-08,1.501422375e-01,7.772705857e-08,5.936431699e-03,-2.341805212e-02,-5.064079911e-02,1.915297210e-01,-3.592785092e-08,1.216088012e-01,-2.816128664e-09,-2.348407507e-01,3.404234228e-09,-4.404449427e-08,-4.528709496e-08,9.725842354e-09,1.106342484e-08,8.839310084e-08,-7.006162405e-02,4.818388888e-08,6.107956544e-02,-1.094723120e-02,2.721433714e-02,-1.086825058e-01,-1.955737794e-09,-1.403437853e-01,3.679532412e-08,-2.284722477e-01,-1.831029373e-08,2.713756508e-08,-3.231939516e-08,9.016448921e-09,-1.911620906e-08,1.933302407e-09,-2.032626718e-01,-5.265297531e-08,-1.426295470e-02,-1.383878589e-01,-2.014834248e-02,-3.450265527e-01,3.310517016e-08,-1.026722044e-01,4.324670400e-08,-1.290026009e-01,-2.833967017e-08,3.895354439e-08,-2.130735588e-08,6.468680880e-08,-3.421810035e-08,-4.496548556e-08,1.350487173e-01,1.689115514e-08,-1.255038828e-01,-1.833556890e-01,-6.195485964e-02,2.762297541e-02,-1.528291982e-08,1.153541952e-01,5.870602615e-11,1.715498865e-01,1.521813964e-08,-1.718735199e-08,3.779792124e-08,-4.173005763e-08,-4.589889357e-08,-4.684281052e-08,-8.119408041e-02,5.032763539e-08,-7.609288208e-03,1.893590838e-01,4.086054862e-02,1.429917812e-01,3.561331141e-08,3.036250770e-01,2.423020184e-08,-2.395655960e-01,4.962624978e-09,-5.129930969e-08,-4.792746111e-08,3.702871609e-08,1.024219554e-08,-4.130786735e-08,-2.133996338e-01,-1.345280953e-08,-9.034501016e-02,-3.283530846e-02,-1.313960552e-02,-4.626452178e-02,-3.428402451e-08,-1.519268006e-02,-4.014055577e-08,-3.613766432e-01,-2.061239179e-09,1.917628900e-08,-1.592170484e-08,5.404413272e-08,-8.341328517e-09,-3.223370371e-08,-1.276840866e-01,2.884948813e-08,-1.087383032e-01,-2.971909344e-01,-1.684682816e-02,-3.619915843e-01,6.085666415e-10,-2.043139040e-01,-8.753272551e-10,-4.030290246e-01,2.485934125e-08,5.420619686e-08,2.862291737e-08,6.241461570e-09,-3.338446319e-08,-2.873558280e-08,-2.816611230e-01,3.552462857e-08,2.737819031e-02,1.307924092e-01,-3.928193450e-02,-2.152819782e-01,4.676266840e-08,-3.947067633e-02,-4.304533618e-08,6.139710546e-01,2.364066454e-08,4.382123819e-08,-4.478416571e-08,-6.844810052e-09,1.420432039e-08,-3.070401888e-08,4.249670506e-01,1.249909065e-08,1.098030806e-01,2.980128163e-03,1.079796329e-01,3.829765022e-01,-2.018381018e-08,1.249640137e-01,-1.398953065e-09,6.571958959e-02,-2.181658054e-08,3.991862485e-08,4.649326613e-08,5.407391512e-08,1.170183328e-08,7.524573853e-09,-2.082946301e-01,-1.333897348e-08,1.077154651e-01,-1.590891927e-01,3.571546450e-02,3.846323863e-02,4.991370872e-08,-4.205110669e-02,2.827298395e-08,-5.052518249e-01,5.230536360e-08,2.109032415e-08,2.766066842e-08,4.498959782e-08,-2.470026139e-08,-1.746204781e-08,-2.353230566e-01,5.242558743e-08,-1.063661873e-01,-1.775889993e-01,-7.253263146e-02,1.719148597e-03,-3.063932397e-08,-2.223988920e-01,5.360202948e-08,4.090266526e-01,-4.877946935e-08,2.776609520e-08,-4.782735985e-08,-1.193523236e-08,3.097547818e-08,4.578425461e-08,4.422013164e-01,3.147282435e-09,-1.377323568e-01,-2.210404426e-01,-1.377906185e-02,-4.284800589e-01,3.955471328e-08,1.389962584e-01,-3.366645984e-08,-3.963883221e-01,4.344535043e-08,4.537695553e-09,4.716662971e-08,3.233082069e-08,-3.795026871e-08,-4.186969349e-08,-2.092303634e-01,4.213885241e-09,2.417743951e-02,4.312576354e-01,4.537044093e-02,1.191044375e-01,1.637373681e-09,4.197197258e-01,-3.307756558e-08,-6.784096360e-02,-2.737334270e-08,2.288337519e-08,3.294586826e-09,5.628570321e-08,-5.174449313e-08,2.966098656e-08,-2.339139730e-01,-2.766160456e-08,-3.936319426e-02,-2.220403105e-01,5.084206350e-03,-1.901638359e-01,-3.019566464e-08,-3.349975944e-01,1.232699010e-08,-3.259297013e-01,-2.666987164e-08,5.398610270e-08,-7.785399880e-09,-5.319840923e-08,-3.810985305e-08,-3.728488629e-09,-2.460498214e-01,1.040949815e-08,-2.998962253e-02,-2.192916274e-01,-4.951713234e-02,1.136154085e-01,1.861781662e-08,2.933965065e-02,-4.161613631e-08,-4.573769867e-01,-1.090193824e-09,-5.528579372e-09,-4.955931487e-08,4.456487090e-08,-4.469505654e-08,-3.722751174e-08,-2.433128655e-01,-4.537566767e-08,-3.705693036e-02,5.138136148e-01,8.781162091e-03,-1.807254106e-01,2.464730109e-08,-8.763289452e-02,9.886643504e-09,4.605475366e-01,4.321052849e-09,-6.257584317e-08,-3.731851450e-08,-1.809361727e-08,6.814258491e-09,4.035858936e-08,5.262284279e-01,1.370988212e-08,5.144850537e-02,-2.201017588e-01,4.328652844e-02,4.906734917e-03,-2.483065664e-08,6.737244874e-02,-6.920880757e-09,-3.465700448e-01,4.943106902e-08,-1.695046414e-08,-1.147237771e-08,-3.656533687e-10,-3.810543880e-09,-4.460169123e-08,-4.745338485e-02,5.518066892e-09,2.743123472e-02,-2.461739182e-01,4.947246239e-02,3.871072456e-02,1.233225344e-08,3.952354491e-01,3.447146568e-08,-3.460610509e-01,2.631030860e-08,2.167111468e-08,-5.450555562e-08,4.821066923e-08,-1.200899913e-08,1.841250530e-08,-4.307781160e-02,4.703652579e-08,-9.353533387e-02,-1.188273802e-01,-1.004391536e-01,-1.309821010e-01,1.250451387e-08,-1.126920581e-01,-3.079471256e-08,1.299816370e-01,-1.160542151e-08,-1.968846242e-08,5.221731314e-08,3.237800072e-08,1.176120445e-08,2.620285500e-08,-1.287916005e-01,1.026407315e-08,1.734897867e-02,-1.957721263e-01,-4.842581600e-02,7.028432190e-02,1.184895293e-08,-3.248844147e-01,2.457107051e-08,9.517797828e-02,-4.333414338e-08,-1.605240207e-08,2.639510477e-08,4.715100843e-08,2.076687444e-08,-1.693875440e-08,1.438202895e-02,-6.390163954e-09,-6.548666954e-02,4.314796329e-01,8.749445528e-02,-2.672492564e-01,-3.571416940e-08,7.010986656e-02,-2.229409368e-08,-3.675632477e-01,-3.226410783e-08,-4.793571406e-08,5.638471912e-09,6.548618359e-08,1.758756518e-08,3.152533523e-08,6.803076714e-02,1.234181735e-08,-1.076394618e-01,-9.784267284e-03,-5.899669603e-02,-3.209688067e-01,-8.359086934e-08,-2.441258878e-01,5.145353299e-08,-1.625761092e-01,-5.379769874e-08,1.093540458e-08,3.883519994e-08,3.245975044e-09,-2.524578768e-09,-5.105168199e-08,1.518170983e-01,2.964066859e-08,-6.830805540e-02,1.284170747e-01,1.329523418e-02,-2.981162369e-01,5.694920979e-09,4.391424656e-01,1.333958632e-08,-3.785429299e-01,2.377948327e-08,9.091173148e-09,2.076337857e-08,1.543768313e-08,-5.107690626e-08,4.450868829e-08,-2.113236040e-01,-7.013017722e-08,-1.575331688e-01,-4.009902477e-02,-8.669158816e-02,-3.119727671e-01,1.720036202e-08,-2.366217822e-01,-2.669829335e-08,5.190188289e-01,4.173797308e-08,-3.266201176e-08,-3.204527310e-09,-6.310908240e-09,1.542495731e-08,-7.163417415e-09,-2.461275756e-01,3.297019546e-08,2.996464372e-01,-2.346910387e-01,2.111246884e-01,7.164484262e-01,4.340520476e-08,7.709089667e-02,2.934514498e-08,-3.098757863e-01,-2.790417142e-08,-3.323547304e-08,6.013079457e-08,-1.762412971e-08,3.973939400e-08,-5.661885538e-08,4.582704604e-02,5.150467608e-09,-1.112601385e-01,2.172638103e-02,-2.578675561e-02,-2.694739997e-01,2.130697574e-08,2.795860358e-02,6.754145021e-10,-3.596235812e-01,-8.050505329e-08,3.274234217e-08,-3.489873279e-08,5.830902339e-08,-5.607573961e-09,2.716908831e-08,7.530324906e-02,-2.849522396e-08,-9.785083681e-02,5.343382433e-02,-8.266710490e-02,-2.881667912e-01,-3.061230558e-08,1.702009439e-01,2.816170586e-08,6.380153298e-01,7.841454597e-09,-4.478510895e-09,-4.227092631e-08,4.065093151e-08,-3.580985819e-08,1.730419719e-08,-1.735011786e-01,-4.533313103e-08,2.918202877e-01,2.558183391e-03,2.305533737e-01,5.434860587e-01,3.506734458e-08,-2.901925445e-01,5.233264844e-08,-3.710752130e-01,-2.669872678e-08,-9.145606050e-09,-3.781713076e-08,-5.356914023e-09,-6.245733886e-08,-2.190789239e-08,-1.702335030e-01,6.587874246e-09,-1.229473725e-01,-2.604072392e-01,-4.284072667e-02,-2.234979421e-01,-4.925624353e-08,1.780500859e-01,2.640311969e-09,-2.067266554e-01,-5.133926351e-08,1.913551095e-08,2.581924952e-10,4.779315432e-08,-2.822473100e-08,2.954037193e-08,-6.579353660e-02,-4.369267259e-08,-1.190894023e-01,-1.083839759e-01,-3.287085518e-02,-3.011788428e-01,5.050173257e-08,-1.446574777e-01,-2.031298685e-08,-4.804455340e-01,-1.372833491e-08,6.647022843e-08,-1.451442611e-08,-1.829799506e-10,1.321203325e-08,-1.324947885e-08,-1.359982044e-01,-2.192056137e-08,-9.420204163e-02,-1.326376498e-01,-5.598868057e-02,-3.486295640e-01,-2.199053917e-08,2.779323794e-02,1.262673255e-08,-2.683202624e-01,4.298387069e-08,2.269314869e-08,-6.107349293e-08,1.785735471e-08,3.461162734e-08,1.706842845e-08,4.221334122e-03,1.087287704e-09,-1.343201250e-01,-5.031970888e-02,-6.098274514e-02,-2.146241963e-01,-1.784445125e-08,-3.843801841e-02,3.654706759e-08,5.658092499e-01,2.695549561e-09,1.262678229e-08,5.431753891e-08,2.850430825e-08,-3.909741508e-08,4.742058124e-08,-2.902766131e-02,-4.161920586e-08,3.111712635e-01,1.423345655e-01,2.305690348e-01,6.478533149e-01,-6.343248593e-09,1.880513579e-01,-3.261927617e-08,-3.834863901e-01,-3.509049051e-08,-1.544503725e-08,2.375192842e-08,-2.797254339e-08,3.817327610e-08,-1.127678506e-09,-2.234606296e-01,-2.551344913e-08,1.536653657e-02,-2.466760874e-01,4.468666390e-03,-2.907423675e-01,4.946317844e-08,1.474724710e-01,5.463125952e-09,-2.001081705e-01,2.716968872e-08,-2.186365400e-08,-1.332648036e-08,-1.654914605e-08,1.971332075e-08,4.603230863e-08,-1.356057823e-01,-1.937979555e-08,2.696226351e-02,-5.141439661e-02,2.242762968e-02,-2.682058215e-01,4.295841194e-08,-2.344234884e-01,4.563874256e-08,-4.296068475e-02,-1.338384426e-08,-6.107586614e-08,1.947316441e-08,1.557928009e-08,3.992835929e-08,5.718912455e-09,-1.278580576e-01,-3.681170213e-08,-2.374420613e-01,1.300508827e-01,-4.501551390e-02,-9.102553874e-02,1.591670262e-08,-8.887444437e-02,-1.251671744e-08,1.814455390e-01,1.784930781e-08,5.416850968e-08,-3.530000825e-08,-2.305061564e-08,1.594014698e-08,4.663008824e-08,2.992672920e-01,2.188956039e-08,6.349613518e-02,-1.652286039e-03,9.297598735e-04,3.638386726e-01,4.342780713e-08,2.447682619e-01,3.807998361e-09,-4.615464211e-01,-1.472133437e-08,-2.014583167e-08,-2.007051059e-08,-3.701943641e-08,5.136543280e-08,1.786705361e-08,-2.707214057e-01,-3.829017936e-10,1.570514403e-02,-9.201675653e-02,1.041946039e-01,-1.854037642e-01,-4.023223354e-08,-7.458852977e-02,-4.454130575e-08,-5.507743731e-02,3.776525048e-08,-3.461906672e-08,3.657344294e-08,-3.926332148e-09,4.206361126e-08,-1.740630928e-08,-3.093564510e-01,-4.889383121e-08,-2.478651144e-02,-2.885645330e-01,-3.118896112e-02,-3.496680260e-01,2.950182498e-08,-6.465525180e-02,-4.955953870e-08,1.600693017e-01,1.063756083e-09,3.050901398e-08,4.872109116e-08,2.176494540e-09,-2.019941370e-08,-3.184570474e-08,4.406264722e-01,-5.078546650e-08,-1.184561849e-01,1.966515779e-01,-6.645034254e-02,1.667918712e-01,-1.755335965e-08,-6.848593801e-02,2.001323729e-08,-5.844398588e-02,2.651894704e-08,5.395918734e-08,2.293561074e-08,-5.247507673e-08,3.624871958e-09,-7.337125352e-10,-6.939613074e-02,-2.705752955e-09,3.910057992e-02,-1.723100804e-02,-2.212948399e-03,6.667266041e-02,-8.519283057e-08,1.288503408e-01,-9.458337225e-09,-2.674778998e-01,1.806570715e-08,3.192374010e-08,1.796840898e-08,1.578837860e-08,-1.336395616e-08,-1.620514034e-08,-3.706651926e-01,-4.393217345e-09,-3.874080954e-03,-8.487851359e-03,1.551924348e-01,-8.609208465e-02,1.784948189e-08,-9.720884264e-02,-1.371274738e-08,-1.736639589e-01,1.399607630e-08,-1.451121445e-08,-2.396514098e-08,2.885851202e-08,4.565965739e-08,1.369867864e-08,-1.659254581e-01,-3.803543080e-08,-6.000913680e-02,-1.841791719e-01,6.118422374e-03,-4.040180743e-01,-1.368006952e-08,-8.486816287e-02,-2.828054235e-08,4.882891197e-03,3.407688709e-08,7.081781206e-08,-7.295880522e-08,7.711189021e-09,-4.032728818e-09,-4.245599428e-08,3.420222551e-02,-1.103593217e-08,-2.640717104e-02,5.826304480e-02,-1.105999202e-01,-6.223396212e-02,8.207194035e-09,6.492359936e-02,2.685774625e-08,1.467161532e-02,-2.869735738e-08,3.446864838e-08,1.358290458e-08,2.940712385e-08,2.202373217e-08,1.836868257e-08,2.708568573e-01,1.811006278e-08,1.949830540e-02,-4.900129884e-02,-4.368193820e-02,2.936413884e-01,1.804954586e-08 +thresholds = 8.606877178e-02,-2.596068429e-03,-1.943894982e+00,-5.125977914e-04,-4.395062570e-04,-6.143348874e-04,-1.110836165e-03,-4.581369285e-04,-6.370769115e-04,-1.101413250e+00,-3.785303270e-04,-4.899971783e-01,-8.622730970e-01,3.406040370e-03,-1.235288858e+00,-5.689331447e-04 +weights1 = 1.578083262e-03,-2.937057912e-01,-5.963640288e-02,2.448183857e-02,5.367172882e-03,-4.427419603e-01,-2.348481715e-01,-1.569968760e-01,-2.020648122e-02,-5.779108778e-02,-4.715682939e-02,-1.814333946e-01,-1.809138805e-01,4.267414915e-04,-8.068300039e-02,-5.829463713e-03,9.490238875e-02,-4.458077624e-02,-7.373137772e-02,-2.164821029e-01,-2.027514428e-01,-2.205343395e-01,-2.116494812e-02,-1.906829700e-02,-4.425988793e-01,7.116907835e-02,-1.291780360e-02,-5.646367371e-02,-1.551592648e-01,-2.255719714e-02,-6.136094034e-02,-5.874175206e-02,2.691430598e-02,9.585587680e-02,-5.990627408e-02,-9.462706000e-02,-1.404567808e-02,-1.107184812e-01,6.298601627e-02,6.448958069e-02,-5.531819537e-02,-9.214111418e-02,3.681824356e-02,-1.570307016e-01,3.841005638e-02,-1.276289392e-02,-4.050930962e-02,-7.067401707e-02,9.083206765e-03,5.406164005e-02,-6.056018174e-02,-7.773532532e-03,3.539666533e-02,-6.553757470e-03,6.090748589e-03,-3.965982422e-02,-3.114102222e-02,-4.774287343e-02,-6.185504049e-02,-3.160944209e-02,5.917989835e-02,1.595933363e-02,-1.453509778e-01,2.142039500e-02,-2.317049913e-02,1.056290194e-01,-6.592053175e-02,-4.048496857e-02,-8.895828389e-03,4.768662155e-02,-3.150254488e-04,3.148372099e-02,-3.006141447e-02,4.649751633e-02,1.002829447e-01,-9.464508295e-02,-8.690213412e-02,-1.060385779e-01,1.191498060e-02,5.230030976e-03,-6.771025062e-02,-7.166800648e-02,-1.066992730e-01,3.141711652e-02,-1.561881900e-01,-7.145038247e-02,-1.122339442e-02,-5.525088683e-02,3.040325269e-02,7.164302468e-02,9.313290007e-03,-2.262481954e-03,-5.238383636e-02,8.576050401e-02,1.290719509e-01,-5.066425726e-02,1.746649668e-02,2.873667888e-02,3.811442107e-02,-3.080382943e-03,5.011059716e-02,-6.229076535e-03,-2.324595675e-02,2.946134657e-03,-5.876133963e-02,-4.091041908e-02,5.498155206e-02,3.144834191e-02,3.389538825e-02,1.695420034e-02,5.672024563e-02,1.221162826e-01,-9.859799407e-03,4.083182290e-02,-1.541170776e-01,5.373235419e-02,2.247101255e-02,-1.190741081e-02,-4.876146466e-02,7.740388624e-03,1.093753576e-01,-8.221380243e-10,4.874995723e-02,8.860925585e-02,-1.555128256e-03,-2.984179929e-02,6.483456492e-02,-2.590333670e-02,-4.084490502e-05,4.289537668e-01,1.033230424e-01,4.663870111e-02,4.747124016e-02,5.034262538e-01,2.413407713e-01,1.432948709e-01,1.171295159e-02,1.342192441e-01,-1.336927526e-02,2.503949106e-01,1.130166128e-01,-2.848577313e-02,1.948279887e-01,-9.462730587e-02,-1.337262541e-01,-3.050466441e-02,-1.512725353e-01,2.076722831e-01,3.316570222e-01,1.401253492e-01,-1.394058466e-01,-8.475074917e-02,4.796349704e-01,-1.733534485e-01,-1.513486169e-02,4.132835940e-02,1.557913125e-01,-2.366029844e-02,1.026594788e-01,5.408969522e-02,-3.413506597e-02,5.689485371e-02,8.623600006e-02,-4.164412245e-02,-1.103910431e-01,1.517722905e-01,2.506430633e-02,6.042747572e-02,-9.767189622e-02,7.659757882e-02,3.381495178e-02,4.325002804e-02,4.720037431e-02,-4.288658872e-02,1.424590796e-01,1.843884587e-01,-4.930030555e-02,4.056609794e-02,8.269477636e-02,1.883314252e-01,1.148840114e-01,-4.552317411e-02,-8.095531724e-03,-1.530071720e-02,9.933283180e-02,1.370258722e-02,-9.655448375e-04,3.630284965e-02,8.669324219e-02,-1.002788194e-03,-1.195929386e-02,7.277966291e-02,-1.181719278e-09,-3.554468974e-02,-1.425039619e-01,-7.955078036e-03,-5.641614646e-02,-4.719041288e-02,7.063710690e-02,8.000476658e-02,-3.728669882e-02,-4.509855807e-02,-5.143631250e-02,-4.622601904e-03,-4.158294201e-02,6.862936169e-02,-5.033656489e-03,4.146264493e-02,-9.039265662e-02,9.025419503e-02,-2.177668735e-03,-3.487953544e-02,-1.262055058e-02,1.148999482e-01,3.515209258e-02,-2.486165240e-02,-4.291280732e-02,-5.156427249e-02,-5.482081696e-02,-9.332248010e-03,-1.595220529e-02,-2.770989016e-02,2.522520348e-02,-7.455491275e-02,3.506046161e-02,-1.229451597e-02,8.619358391e-02,-1.261211485e-01,-1.727767289e-03,-7.108309865e-02,-2.268368378e-02,2.836323716e-02,-1.960117556e-02,4.304131866e-02,-5.491607264e-02,-2.990310825e-02,-1.507729106e-02,-6.578864120e-10,3.415300697e-02,4.931221902e-02,-1.323724911e-02,2.638982609e-02,-1.121133752e-02,-5.251779407e-02,-1.783918031e-02,-4.247663170e-02,3.254685551e-03,-4.020199552e-02,-8.902245760e-02,-1.367373765e-01,-4.717954248e-02,-2.850837074e-02,-5.938754603e-02,1.406172849e-02,6.402747333e-02,6.936710328e-02,5.460257176e-03,-6.234120578e-02,8.870278299e-02,-8.451952785e-02,-9.568703920e-02,1.198797114e-02,7.831139863e-02,2.679694071e-02,-1.306283082e-09,2.440517955e-02,1.457092911e-02,-4.220189154e-02,1.859857142e-02,-4.139621742e-04,4.121844098e-02,-1.118802051e-09,-1.835899241e-02,-5.746225361e-03,-4.009262100e-02,-4.718554020e-02,-5.471136877e-10,6.852973998e-02,5.707883835e-02,-6.415914744e-02,1.736976579e-02,1.338194013e-01,-4.768409207e-02,-9.635226801e-03,-1.025188193e-01,-4.375294223e-02,9.565080702e-02,5.006571114e-02,-8.444082737e-02,1.538133472e-01,8.899701387e-02,-3.840468824e-02,1.070844233e-01,-1.936292276e-02,-4.786230624e-02,3.442447633e-02,-1.699674577e-01,2.895529009e-02,9.652204067e-02,6.009820476e-02,-2.226645872e-02,6.805901974e-02,4.242172837e-02,-4.842105508e-02,3.676960990e-02,-4.086837545e-02,3.679655027e-03,2.067985758e-02,7.132347673e-02,-6.957047433e-02,9.169311821e-02,-7.045935839e-02,-6.404268742e-02,-1.221054122e-01,-3.715506196e-02,-7.590562850e-02,2.097388916e-02,-8.410607766e-10,-4.056733847e-02,9.694311768e-02,3.624983132e-02,-4.712606780e-03,1.176778674e-01,-8.663541637e-03,-1.766766235e-02,-9.123649448e-02,-1.092759985e-02,-2.678887360e-02,-3.571061417e-02,2.803031169e-02,6.705476344e-02,-1.054170281e-01,-3.041710705e-03,-3.653785959e-02,1.120079774e-02,-6.302265078e-02,1.688357629e-02,-5.826246738e-02,-8.192008734e-02,-1.597856879e-01,-5.876452476e-02,3.112322092e-02,1.427393034e-02,4.073981941e-02,-3.259630129e-02,-7.117898017e-02,1.598008908e-02,-1.336931810e-02,2.931927331e-03,1.904815994e-02,2.510040176e-09,-4.076896980e-02,-3.952341527e-02,1.158484258e-03,2.390560322e-02,1.200438589e-01,4.626310244e-02,1.628259011e-02,-9.415423125e-02,-2.043461986e-02,1.122498214e-01,-1.722354256e-02,-9.555021673e-02,1.456802152e-02,7.224451751e-02,4.577917978e-02,-9.162580967e-02,3.064588271e-02,-7.136753760e-03,4.713160917e-02,8.124838583e-03,-3.039236739e-02,1.505519822e-02,-4.199148342e-02,-6.486889720e-02,4.729954898e-02,6.575611979e-02,-1.217081025e-02,1.229605917e-02,-7.319699228e-02,3.038194403e-02,1.874497002e-09,4.007758945e-02,9.283927269e-03,2.696929127e-02,8.869402990e-10,4.415527452e-03,9.923741966e-02,-4.637904093e-02,-2.388409525e-02,-1.368835475e-02,-1.209589988e-01,-1.392353885e-02,-3.891919274e-03,-5.281233415e-02,-3.186334856e-03,-5.644605681e-02,-2.154453658e-02,-1.634260640e-03,-4.082219675e-02,-4.857761040e-02,1.389351487e-01,8.409375325e-03,2.357133664e-02,-9.319400042e-02,-7.447625697e-02,-5.843769386e-02,1.228300184e-01,-3.866546787e-03,3.026894853e-02,5.318392813e-02,-4.163699970e-02,-4.529806226e-02,-6.756285578e-02,-1.952189580e-02,-9.369374067e-02,2.801850811e-02,-1.976405643e-02,4.448946565e-02,-3.442213684e-02,1.336146519e-02,-5.883137137e-02,1.256322861e-01,1.825775951e-03,-3.314350545e-02,1.153916959e-02,6.469400227e-02,-9.633680433e-02,-3.434788436e-02,1.278516557e-02,-3.928831220e-02,-2.845181338e-02,-3.059681505e-02,-1.781573147e-02,-4.822523519e-02,9.309306741e-02,4.652009532e-02,3.939961549e-03,-4.994392768e-02,9.680918604e-02,2.401307784e-02,-2.950777300e-02,2.337888069e-02,-8.942065760e-03,-5.510019884e-02,-1.082018614e-01,1.162397265e-01,-1.621128246e-02,-6.704977900e-02,-1.154708397e-02,-1.241698712e-01,4.545604065e-02,6.375148147e-02,4.303912446e-02,-1.223189384e-02,-1.103484854e-01,-7.824320346e-02,2.092185430e-03,1.208739821e-02,-5.388922617e-02,-9.286146611e-03,1.166512258e-03,7.777740248e-03,-4.829635844e-02,8.315521479e-02,2.717977390e-02,1.803500950e-02,8.910884708e-02,2.945217676e-02,-3.123939596e-02,-3.530333191e-02,6.271695346e-02,-6.130511314e-02,4.363739491e-02,-4.675991833e-02,-7.330661267e-02,-5.725707114e-02,3.571286425e-02,7.273375988e-02,2.673877962e-02,-1.134577021e-02,-3.596225008e-02,2.249354497e-02,7.312059402e-02,4.097633529e-03,-7.544524036e-03,-5.633561872e-03,-6.998071074e-02,1.088992413e-02,-7.257206738e-02,1.628457010e-02,5.300882831e-02,-1.705854945e-02,-1.624153554e-02,4.466183111e-02,4.252769053e-02,2.089894004e-02,-6.093873084e-02,-4.967956617e-02,-5.593937263e-02,5.721065775e-02,-8.590336889e-02,-4.886464402e-02,8.760374784e-02,-8.200033568e-03,1.201469749e-01,-1.204974297e-02,4.435233772e-03,-2.235580049e-02,-7.813629508e-02,8.716201410e-03,-3.553764150e-02,4.651648924e-04,-2.788657136e-02,5.018235650e-03,-1.029937640e-01,-1.153725106e-02,1.901053451e-02,-5.161446705e-02,-5.893315189e-03,4.384687915e-02,-2.595712803e-02,6.287292391e-02,-3.124953713e-03,1.884888671e-02,1.288939454e-02,-5.852149427e-02,4.901689012e-03,5.197656900e-02,-1.410459280e-01,1.429974586e-01,1.180219874e-01,6.358551234e-02,1.412096620e-02,-6.063420791e-03,-7.860186696e-02,-5.393943191e-02,-4.435333237e-02,1.396349072e-02,4.296012968e-02,-2.101473976e-03,-1.636220329e-02,-1.322743250e-03,7.310860790e-03,-8.248194307e-02,-4.803918302e-02,-8.021443337e-02,4.577045515e-02,-4.324549064e-02,3.403861076e-02,-8.717942983e-02,-7.666690648e-02,-4.774474725e-02,5.565081723e-03,7.210171968e-02,-1.701276377e-02,-3.038800322e-03,-1.255080011e-02,1.028547212e-01,-2.627699450e-02,3.463438526e-02,4.676082358e-02,3.156106174e-02,2.491568401e-02,-1.751341857e-02,-3.681842983e-02,-1.095605493e-01,6.857556105e-02,-3.145788983e-02,-1.586196944e-02,-1.934385858e-02,-8.446822315e-02,3.914903849e-02,1.419146657e-01,-4.114902020e-02,1.335077435e-01,-1.014954969e-01,3.892069161e-01,2.674724758e-01,2.255708911e-02,4.503601417e-02,3.782623410e-01,1.736286879e-01,1.970465034e-01,-3.705032170e-02,3.990450501e-02,-9.747635573e-03,2.418851703e-01,1.455259174e-01,-1.188173704e-02,1.217032596e-01,3.532166407e-02,8.165623061e-03,2.524176985e-02,-5.503467098e-02,1.884264648e-01,1.516562849e-01,6.322625279e-02,-3.094226681e-02,-4.442335921e-04,2.813112140e-01,-1.689817309e-01,-1.663335562e-01,-1.517401729e-02,1.863368005e-01,-7.546054572e-02,1.429128796e-01,-1.887692669e-09,3.524176776e-02,1.297664046e-01,2.429383807e-02,-3.964867815e-02,-3.912184387e-02,-7.901971228e-03,1.346992105e-01,-1.408648398e-02,-4.552333150e-03,-1.363549680e-01,2.546001598e-02,2.800158970e-02,3.623946011e-02,1.391539909e-02,-5.695915781e-03,-7.538760453e-02,5.645367783e-03,-6.823436916e-02,8.294433355e-02,6.584991515e-02,1.488560736e-01,7.238516957e-02,-1.709392667e-02,2.419298653e-05,1.185664907e-01,4.054202698e-03,4.594489187e-02,3.338910465e-04,3.489775956e-02,7.301507518e-03,-5.487020686e-02,3.782303538e-03,1.655550674e-03,-9.630218148e-02,7.905907929e-03,-6.562661380e-02,1.191269830e-01,-1.972013898e-02,-1.266427636e-01,-1.010207459e-02,4.221908748e-02,-4.051108658e-02,-5.296412483e-02,6.158884615e-02,4.277730733e-02,5.558079109e-02,1.987275854e-02,1.859851880e-03,9.563580900e-02,-6.606876850e-02,-9.792119265e-03,1.469059847e-02,-2.810535021e-03,-5.924847908e-03,-4.793595895e-02,-2.456219681e-02,-2.764628828e-02,-1.433194429e-02,-5.398607999e-02,8.256479353e-02,-7.330284268e-02,6.899674982e-02,-4.304799438e-02,-7.781834342e-03,-3.441761062e-02,-8.058521897e-03,3.680079803e-02,8.539785445e-02,4.950797185e-02,-6.258861721e-02,-7.949879766e-02,3.312951326e-02,8.819589019e-02,-4.734425992e-02,-1.808963157e-02,5.191300064e-02,-3.143614158e-02,-9.563608468e-02,1.130563021e-01,-4.047739878e-02,4.543208051e-03,-8.702535927e-02,3.470736369e-02,-1.883586124e-02,2.423667535e-02,-3.066288680e-02,9.631183743e-02,-3.823060170e-02,-4.682418704e-02,3.405412287e-02,-2.327683195e-02,-1.697728969e-02,1.334062666e-01,8.121432737e-03,-6.993162632e-02,-1.493548751e-01,7.224681973e-02,2.626562715e-01,7.151478529e-02,-2.505904995e-02,-2.477298491e-02,1.706993729e-01,4.407753050e-02,7.103130966e-02,6.070973352e-02,-8.011670783e-03,6.236855686e-02,9.040659666e-02,6.109043956e-02,8.133222908e-02,1.444244087e-01,5.420551635e-03,-4.906337708e-02,-1.294986904e-01,-1.069406569e-01,8.950010873e-03,-1.799756661e-02,3.469716012e-02,1.234344766e-01,5.586420000e-02,1.682546735e-01,-1.587834656e-01,-2.422145009e-02,-6.841159612e-02,1.805989258e-02,5.816004053e-02,-4.885990173e-03,-5.901774392e-02,-3.727281466e-02,1.016330719e-01,-5.969405174e-02,3.895718604e-02,-6.895235274e-03,-2.729431354e-02,2.405463345e-02,9.193173051e-02,2.385812066e-02,-3.064113669e-02,-1.895089261e-02,-2.356309444e-02,1.075892374e-01,-8.933547139e-02,-1.563194022e-02,1.518916488e-01,7.726029307e-02,2.667267062e-02,2.246948183e-09,5.598960817e-02,6.362211425e-03,-2.074095188e-03,-4.132356029e-03,9.111683071e-02,-1.302464493e-02,1.694975793e-02,1.392805483e-02,4.104929976e-03,2.511723340e-02,1.818814610e-08,1.599756256e-02,4.830881022e-03,3.527797759e-02,3.248260021e-01,7.477398217e-02,2.202096395e-03,9.599146992e-02,2.426846027e-01,1.144539490e-01,9.633389860e-02,-9.930880740e-03,-1.078057438e-01,7.888036221e-02,2.425223403e-02,1.784138978e-01,5.449257046e-02,1.563788205e-01,-3.782378742e-03,-9.897917509e-03,6.793642789e-02,6.185683981e-02,8.971025795e-02,9.657692164e-02,1.130503267e-01,-5.706752092e-02,5.289999396e-02,3.306078613e-01,-9.639281780e-02,-3.046216816e-02,-4.273599759e-02,1.341508180e-01,7.188991457e-02,6.501313299e-02,-6.970349699e-02,-2.656503208e-02,1.159928963e-01,1.580430195e-02,-4.194277152e-02,-8.040756918e-03,9.733168781e-02,1.568726301e-01,9.238975495e-02,-4.586556181e-02,-3.421306238e-02,-1.667455584e-02,1.291793212e-02,-1.751740277e-02,-2.889980795e-03,1.159888580e-01,2.943693846e-02,3.718693554e-02,-7.059001178e-02,-4.777351022e-02,-1.184660271e-01,8.488179184e-03,2.926998027e-02,5.389936641e-02,6.013426930e-02,5.107104778e-02,-5.041578785e-02,6.812818348e-02,-3.715413809e-02,2.502561919e-02,-3.461286798e-02,3.773913532e-02,7.614941895e-02,-1.007950529e-01,3.450903594e-01,5.781161040e-02,-4.708418995e-02,-5.657869205e-02,5.000475794e-02,6.823217962e-03,5.459160358e-02,-8.148929104e-03,1.616093703e-02,1.088367868e-02,-2.686799690e-02,3.161592409e-02,-9.284900129e-02,1.078646854e-01,1.103933528e-01,-2.249767818e-02,-1.230904907e-01,5.942538846e-03,3.311838582e-02,-7.835229486e-02,-6.207991973e-04,9.590192884e-02,6.291257590e-02,1.810157895e-01,-7.900320739e-02,-3.693334013e-02,8.508054912e-02,8.930044249e-03,-1.018694416e-02,2.692807838e-02,-3.829670325e-02,6.783369929e-02,-1.529784799e-01,-5.586528778e-02,-1.664645225e-02,2.824214287e-02,-1.394567639e-01,-1.352519095e-01,-1.213260069e-01,-4.156419542e-03,-5.770085007e-02,-1.444783807e-02,-2.343673259e-02,-4.911700729e-03,8.489979804e-02,-1.005149558e-01,-3.794312850e-02,-3.025609069e-02,-1.537057608e-01,-6.133896112e-02,3.242014349e-02,2.276609652e-03,9.045913815e-02,-2.442728728e-02,-3.961751238e-03,-1.567298174e-01,7.453029603e-02,-5.196043290e-03,-3.116057254e-02,2.992882160e-03,-5.508003384e-02,-4.850052670e-02,-7.662662864e-02,-1.096133795e-02,4.656088650e-01,6.023028120e-02,-5.825940892e-02,-7.210971415e-02,2.995692492e-01,1.161347181e-01,1.840820760e-01,-1.224360167e-04,-6.808363646e-02,2.118212357e-02,1.595125794e-01,7.266812772e-02,-7.124609500e-02,6.132724881e-02,2.678933740e-02,1.780362241e-02,7.303393090e-07,-1.974329818e-03,1.082068458e-01,1.803893000e-01,2.135447115e-01,-1.164529286e-02,-3.136358410e-02,3.925661147e-01,-6.363844872e-02,1.133118346e-01,-8.101423271e-03,9.834571183e-02,-8.617648482e-02,5.657260120e-02,-3.985888138e-02,-4.316815734e-02,2.352205366e-01,1.263074875e-01,4.934708198e-10,-3.787373425e-04,1.664577872e-01,8.416613564e-04,2.109356970e-02,1.369202655e-04,9.854764491e-02,-3.147697076e-02,1.423996091e-01,-5.454068631e-02,2.070088767e-09,7.954378426e-02,1.186783146e-02,-1.262287647e-01,-2.329471707e-02,-3.637988120e-02,8.643256128e-02,6.567921489e-02,2.619453892e-02,8.315071464e-02,-6.454627961e-02,2.480063140e-01,-7.200658321e-02,1.370627433e-03,-1.308233384e-02,4.680854082e-02,-2.758548222e-02,7.800722867e-02,-2.679467387e-02,5.588638037e-02,-4.756181035e-03,-7.579160482e-02,5.743267387e-02,5.559585989e-02,-3.197464719e-02,-2.399928495e-02,-8.853162080e-02,5.246945843e-02,-1.377452724e-02,3.827436641e-02,-6.212027371e-02,1.794072241e-02,1.453707181e-02,7.187988609e-02,8.600396104e-03,1.961931773e-02,-1.032442078e-01,-1.773559116e-02,3.332515433e-02,-8.127976209e-02,3.003983945e-02,-6.718155742e-02,3.234630823e-02,8.451841027e-02,5.342448596e-03,2.749804035e-02,2.029978298e-02,5.306232721e-02,3.434126824e-02,-8.555182256e-03,-5.632608384e-02,-4.286840558e-02,-5.351525266e-03,-7.307308167e-02,-6.292732432e-03,-5.509837717e-02,-5.413015187e-02,-2.592736296e-02,3.928701207e-02,2.323041111e-02,3.672364354e-02,3.568835184e-02,1.031850129e-01,-7.676623017e-02,-8.715216070e-02,9.983992577e-02,4.184702784e-02,-2.769418061e-02,4.581425805e-03,-7.521770895e-02,1.216012239e-02,-2.539216168e-02,6.467059255e-02,-1.939433254e-02,1.196531020e-02,3.861000016e-02,-1.341396593e-03,-5.964906886e-02,-2.482251264e-02,-5.573252589e-02,1.760502346e-04,-5.464844033e-02,-2.889153175e-02 +biases1 = -1.430635457e-03,-1.619040668e-01,-1.295594275e-01,-8.492524736e-03,-2.359591052e-02,-5.214340687e-01,-2.010813504e-01,-1.335888803e-01,-1.258898410e-03,-6.845414639e-02,-7.181509584e-02,-2.608991861e-01,-7.707645744e-02,2.102567116e-03,-1.027205437e-01,-1.169352699e-02,-4.380421340e-02,-7.492283476e-04,-3.020388249e-05,-1.716800779e-01,-3.108936250e-01,-9.292674810e-02,8.943553083e-03,3.349528648e-03,-4.073474407e-01,1.581438482e-01,-9.495277889e-03,-7.697587367e-03,-1.422314793e-01,-1.269053575e-02,-1.210145354e-01,-8.671201766e-03 +weights2 = 3.019545786e-02,7.022212148e-01,2.640277445e-01,1.754630543e-02,-4.429600388e-02,8.962700367e-01,4.031536877e-01,3.070634604e-01,2.814017609e-02,-2.543548308e-02,-8.162269369e-03,4.501198232e-01,2.482614368e-01,-2.094301954e-02,2.777569890e-01,3.489507362e-02,-1.830393821e-02,3.977249190e-02,3.773608431e-02,3.686954379e-01,4.878122509e-01,2.715491056e-01,4.262195528e-02,4.188353196e-02,8.432117701e-01,-1.677950621e-01,5.892409477e-03,-2.997597121e-02,3.090662062e-01,-3.700021654e-02,2.029183954e-01,-3.835533559e-02 +biases2 = -3.428200632e-02 diff --git a/params/D00095.001.txt b/params/D00095.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..0dcc043d7fdd86e6a013f8e37d0fc751a0e1b848 --- /dev/null +++ b/params/D00095.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -9.371516854e-02,-2.908173080e-08,-7.200663532e-08,-2.273364924e-03,1.500540064e-03,-1.253150383e-08,-2.612577751e-03,-3.108101865e-08,-3.683175892e-03,-2.230213396e-02,4.069066141e-03,-4.441788448e-08,3.042396557e-08,1.547030173e-02,5.929904390e-08,-7.695250304e-08,1.585983634e-01,6.365372118e-10,2.741707128e-08,3.577115713e-03,7.277003024e-04,2.840303104e-08,-2.524638362e-02,3.531640047e-08,-7.570075337e-03,7.564165443e-02,6.652226299e-02,3.743548049e-08,3.006959659e-08,-3.070279397e-02,-8.838898680e-08,2.357841256e-09,3.272852674e-02,-7.351372489e-08,1.369171532e-08,1.582487603e-03,-5.118073430e-03,-3.145681404e-08,1.470878441e-02,-6.563452359e-08,-4.525671527e-02,6.819183007e-03,5.127562582e-02,9.165637493e-08,-1.291543317e-08,-1.715347543e-02,-6.225181437e-08,-9.434027959e-08,-1.206322014e-01,3.830882989e-08,-6.203115532e-08,-4.519556649e-03,3.644674784e-03,-7.153621340e-08,7.404549047e-03,5.231387945e-08,-9.248945117e-02,-4.279307649e-02,-2.161554545e-01,8.998266132e-09,-1.458770793e-08,8.734825253e-02,-2.077363526e-08,-5.859187624e-08,2.418751083e-02,-7.275917824e-08,2.898251417e-08,7.766787428e-03,-5.388897844e-04,-5.442827344e-08,-2.892554039e-03,7.220235432e-08,4.163072631e-02,-1.783024520e-02,1.632201369e-03,-5.287528282e-08,-2.840766511e-09,4.294455796e-02,-6.772398820e-08,6.061627289e-08,1.400233060e-01,4.251264940e-08,-3.636089829e-08,-9.813151322e-03,-4.155712202e-03,-1.031595929e-07,6.773305591e-03,4.492875050e-08,-1.978618652e-02,1.174340919e-01,2.056032270e-01,-1.004786032e-08,-6.621024617e-09,-6.223664433e-02,-5.487973631e-09,-7.123760781e-08,-2.629453130e-02,2.159188206e-08,-2.263161214e-08,-8.081830107e-03,4.543757997e-03,4.233524820e-08,-1.353712869e-03,4.392176223e-08,-1.192324162e-01,-3.117654286e-02,-6.717531383e-02,-8.068174395e-08,3.003618021e-09,1.893163286e-02,7.343217590e-08,-4.424710554e-08,-1.534820348e-01,1.943940786e-09,6.995133361e-08,5.046926904e-03,3.967721481e-03,2.017796596e-08,2.191849286e-03,-1.586966825e-08,-7.642450184e-02,-3.129260242e-02,-1.872394383e-01,-2.791704823e-08,-6.792195140e-10,4.471976683e-02,-4.257834618e-08,4.133869780e-08,4.619926214e-02,-3.882400179e-08,-3.438852048e-08,6.204598770e-02,4.947388545e-03,-3.658635350e-08,5.249123089e-03,2.574658531e-08,1.075188965e-01,4.428843409e-02,4.037136957e-02,-2.303829838e-08,-1.514867343e-08,8.641484380e-02,-3.276855731e-10,-2.412278555e-08,1.320860237e-01,1.008622803e-07,7.345796860e-08,-6.177310832e-03,-1.228679670e-03,-4.810448573e-08,-3.148850799e-02,2.693023360e-09,-1.065206751e-01,5.746619776e-02,1.173931062e-01,-5.469564712e-08,1.835696817e-09,-1.057100371e-01,-5.693660654e-08,2.196613913e-08,-8.959902823e-02,5.038786455e-08,-4.188676073e-08,2.840470755e-03,6.859679241e-03,-4.758281591e-08,5.021909252e-03,-5.505512135e-08,-1.622358859e-01,-3.148874640e-02,-9.924282879e-02,-5.920441382e-08,3.166974594e-08,1.300787553e-02,-5.740145248e-09,5.949324944e-08,-1.202591360e-01,3.402415771e-08,5.061047048e-08,-2.658032998e-02,-4.521766212e-03,-1.020020903e-07,2.044654079e-02,4.922076080e-09,-1.582706533e-02,-2.550217882e-02,-1.064465344e-01,8.289100606e-08,4.861403013e-08,5.479482189e-02,-1.688180085e-08,5.620463028e-08,-5.181596801e-02,-7.349517261e-08,3.442727703e-08,1.728543546e-03,-1.297342940e-03,5.887949683e-08,1.749904901e-01,4.806258147e-08,-3.909197450e-02,1.293120086e-01,8.498898149e-02,2.776530827e-08,8.459468859e-08,8.193866163e-02,-7.327586360e-08,5.360633182e-08,1.565135121e-01,4.481074001e-08,-4.178719948e-08,-2.923069149e-02,-4.943483509e-03,-1.109453085e-09,-4.967881739e-02,6.929869301e-08,-2.165170759e-01,-1.633546688e-02,1.439606696e-01,4.783095520e-08,5.210381104e-08,-8.505651355e-02,5.343559550e-08,4.352330762e-08,-4.674744979e-02,6.447228884e-08,-3.391619430e-08,3.425910696e-02,4.651089385e-02,-4.059681658e-08,-5.413134117e-03,-3.287057027e-08,-2.589411139e-01,-4.219613224e-02,-1.012409925e-01,1.720213483e-08,-9.119578692e-08,1.025912235e-03,-7.108759803e-08,9.862726635e-09,-6.287974864e-02,2.183802117e-08,3.783524605e-08,-3.601509845e-03,9.697496425e-04,6.812690856e-08,-4.272617772e-02,3.359372869e-08,4.090884626e-01,-5.124974996e-02,-2.082951665e-01,6.579868739e-08,-2.592176607e-08,6.716365367e-02,6.894929783e-08,1.417323414e-08,2.906417474e-02,-2.145893241e-08,4.725997016e-08,2.579579130e-03,-1.380304713e-02,-3.404154114e-08,-9.159987792e-03,-3.719490493e-08,-2.282816321e-01,1.323569417e-01,3.399731964e-02,-3.426469064e-08,1.592413135e-08,1.169745326e-01,2.743636962e-08,-2.712032732e-08,8.825819008e-03,3.003727400e-08,5.955969229e-08,-2.913520671e-02,-3.751054173e-03,8.383810868e-10,-8.371771872e-02,6.508533090e-08,-2.975028455e-01,-1.686267741e-02,1.270623654e-01,-3.376584701e-08,4.431844225e-09,-1.367775500e-01,1.167525898e-08,-4.097373818e-08,1.148556639e-02,2.993921910e-08,1.631909363e-08,-2.336402796e-02,-1.598230214e-03,-1.590745491e-08,7.322905958e-02,-1.444573439e-08,-2.532018721e-01,-3.578159586e-02,-1.445127726e-01,3.315473007e-09,4.594352454e-09,1.199650299e-02,-5.707506645e-08,-1.910497760e-09,-1.090752631e-01,-6.979895062e-08,-6.850109457e-08,3.853121027e-02,7.389434427e-02,-9.267448142e-09,2.460008487e-02,-1.789421056e-08,6.810504198e-01,-5.339720845e-02,-1.032984406e-01,5.363300914e-08,-6.305546663e-08,7.449219376e-02,-4.540996201e-08,6.639376693e-08,-2.107205102e-03,-5.489067867e-09,1.728077770e-08,7.627026737e-02,-5.472179037e-03,-4.625588446e-08,8.713402599e-02,6.624484961e-09,-2.663170695e-01,8.141841739e-02,7.828471810e-02,3.746918864e-08,-1.524071003e-08,1.307869107e-01,8.059370771e-08,1.420113183e-08,1.240792349e-01,-6.824660659e-08,-4.648730290e-09,-1.111883577e-02,4.797298089e-02,8.711059252e-08,-6.327244639e-02,-1.582410114e-08,-3.162086606e-01,-6.421925128e-02,1.040142775e-02,-1.266691374e-08,5.272277193e-08,-1.033939943e-01,5.610290543e-08,5.442924444e-10,-2.748369612e-02,4.054838243e-08,-2.149958966e-08,-1.872311812e-03,-5.390738137e-03,6.497884186e-08,-5.380884185e-02,3.528746717e-08,-2.140119523e-01,-2.051996067e-02,-7.822055370e-02,-2.720251224e-08,7.121018797e-08,6.571838632e-03,2.377720021e-09,3.383599889e-08,-1.217182577e-01,5.753922672e-09,-5.529006586e-08,-1.865863055e-02,-2.346397378e-02,2.953503930e-08,5.430155993e-02,-3.983215180e-08,6.983420253e-01,3.008396598e-03,-1.033640280e-01,-3.722409403e-08,-4.189435998e-08,5.073877424e-02,-2.064101245e-08,1.757439172e-08,-6.993950903e-02,4.827198907e-08,-2.729383830e-08,3.061074391e-02,-1.106264722e-02,-3.942273175e-09,1.501800567e-01,2.280896361e-08,-2.198036015e-01,9.465121478e-02,-7.435719669e-02,8.715340982e-08,2.547431954e-08,1.253737956e-01,-2.608721950e-08,-4.503037232e-08,2.124374509e-01,2.218457062e-08,5.520695723e-08,-2.219376527e-02,-2.131768316e-02,1.169543662e-08,-7.193890214e-02,-5.497530253e-08,-2.531713843e-01,-9.084873646e-02,1.529477537e-01,-9.218337205e-09,1.051035081e-08,-1.114874631e-01,-2.648282127e-08,2.159809931e-08,-1.183744613e-02,7.078297415e-08,6.782286732e-08,-2.228528494e-03,1.918479055e-02,5.161138716e-08,3.231069073e-03,-2.330955517e-08,-1.435836554e-01,-7.977191359e-02,-6.148149818e-02,-7.738105978e-08,-2.389681875e-08,2.286130562e-02,-8.739905688e-09,-2.403150212e-08,-1.490252614e-01,-5.215032850e-09,7.223741250e-08,-2.223260002e-03,1.102683600e-02,-1.052424370e-08,-2.949910983e-02,1.942149375e-08,5.157918930e-01,8.013823628e-02,-4.187837988e-02,4.206141213e-08,6.352131976e-08,2.340031974e-02,3.288170447e-08,2.588148540e-08,-8.679653704e-02,-4.584400060e-08,-5.762005628e-08,1.072022598e-03,4.439046141e-03,-3.109273550e-08,8.100740612e-02,-5.434193895e-08,-1.145387962e-01,8.524809382e-04,-5.452529714e-02,5.743703824e-08,-5.680690052e-08,1.664612591e-01,5.250695168e-08,-4.935931841e-08,2.299169898e-01,-3.723374675e-08,1.223926649e-08,-2.404355211e-03,1.733998768e-03,-2.631862062e-09,-4.935584217e-02,1.456222787e-08,-2.951278985e-01,-5.689505115e-02,4.928782582e-03,4.578074808e-08,3.237305535e-08,-9.139391035e-02,-4.181755386e-08,-8.125719830e-08,-7.549983263e-02,8.293841347e-08,-4.580818214e-08,2.427462488e-03,-3.121282207e-03,8.054112755e-08,-1.541466801e-03,-3.841303808e-08,9.783176333e-02,-4.732017219e-02,-1.053876951e-01,-2.244033759e-08,-8.726725120e-09,-2.406628802e-02,7.458520201e-08,-6.317671364e-08,-5.363438278e-02,-1.417758977e-08,-1.453249188e-09,-9.830730036e-03,1.741659013e-03,4.064776249e-08,4.966859706e-03,9.799255629e-09,1.149046645e-01,1.658528447e-01,1.364936382e-01,6.702958188e-08,-4.778713603e-08,1.887297630e-02,1.306610375e-08,-6.634132177e-08,5.445314571e-02,6.850399359e-08,-2.483692585e-09,5.002102349e-03,-2.259457018e-03,-7.253067480e-08,4.675168917e-02,1.560045071e-08,-5.441139266e-02,-1.308477391e-02,-6.982808560e-02,-9.015415969e-08,7.171973238e-08,1.909348816e-01,3.372444368e-08,-1.455510645e-08,1.118218713e-02,7.521356338e-08,-1.763164614e-09,2.657222794e-03,2.971611917e-03,-7.000072344e-08,-3.795158118e-04,-2.589250814e-09,-1.322855353e-01,-1.250392199e-01,-6.918571889e-02,3.273965321e-09,-1.185673870e-08,-9.763363749e-02,7.047201223e-08,-2.801292887e-08,-3.898950294e-02,-1.595386756e-08,-5.842803574e-08,-2.254484221e-03,-2.397565404e-03,5.727272168e-08,1.872269437e-02,-4.168790113e-08,-4.782605171e-02,-1.015050244e-02,-4.759079590e-02,4.133455533e-08,1.557299534e-08,5.150484666e-02,-2.270130217e-08,-1.044068942e-09,-5.422514305e-02,5.391466829e-08,-4.774537743e-08,-1.282669324e-02,4.565925337e-03,2.548835143e-09,-4.263574630e-02,1.936863780e-09,1.052078009e-01,2.567276955e-01,1.920640916e-01,-8.452060740e-08,5.580131912e-08,-5.544046685e-02,4.418159172e-09,-6.577894851e-08,-2.714588493e-02,-3.698670881e-08,-7.108222455e-09,-6.443991151e-05,4.107248969e-03,6.198953884e-08,2.904690802e-02,2.480550487e-10,3.240088373e-02,-1.123942342e-02,-1.097791195e-01,4.225752903e-08,4.286582111e-08,1.195964962e-01,4.261324094e-08,1.296990870e-08,-4.327446967e-02,-3.486419686e-08,-7.901223675e-09,-9.301398881e-03,-3.208224429e-03,6.777207773e-08,-4.702521488e-02,-9.395583334e-08,-1.347426623e-01,-1.265196353e-01,-6.453869492e-02,-1.092084023e-08,-6.397852026e-09,-1.927737147e-01,4.652547503e-08,2.660191889e-08,1.107785851e-02,-5.364893951e-08,-3.794146330e-09,6.292202743e-04,-2.447040519e-03,-4.546748400e-08,-1.426168252e-02,-6.579578837e-08,-1.133979857e-02,-5.627129693e-03,3.383234888e-02,-4.493913863e-08,-6.950504883e-08,7.836969197e-02,-6.483459458e-08,4.668850195e-08,3.439554572e-02,-4.562775757e-08,-6.879913883e-08,4.338663071e-03,4.951849580e-03,-5.375216361e-08,2.612027340e-02,-3.417497396e-08,-3.391397744e-02,2.397915125e-01,8.730366826e-02,-2.450427594e-08,6.267178776e-08,4.817750305e-02,-6.443256950e-08,6.335686464e-08,-1.185131893e-01,4.996969238e-08,-1.306515696e-08,1.621235721e-02,8.026150055e-03,2.856085812e-09,2.319182828e-02,6.365494443e-08,5.765342340e-02,-1.204954926e-02,-6.418257952e-02,2.466518900e-08,-1.924965964e-08,1.544709206e-01,4.701148271e-08,1.056720720e-07,1.527129300e-02,-1.731273791e-08,-7.307660610e-08,-3.525622422e-03,-4.839089233e-03,-4.859804292e-08,-3.495606408e-02,4.062308889e-08,-1.150607020e-01,-1.251249909e-01,-9.683298320e-02,3.661267556e-08,2.006252764e-08,-1.296645254e-01,-6.674713404e-08,1.441682063e-08,9.641648829e-02,-4.382197361e-08,-1.570439601e-08,-4.669455346e-03,2.425510902e-04,5.157809824e-08,5.327370483e-03,6.947177411e-08,-7.133287843e-03,4.965271428e-02,6.987872720e-02,1.536559502e-08,2.318118852e-08,6.627854705e-02,8.801659956e-10,2.433280777e-08,-3.268061206e-02,-2.443716518e-08,9.930270828e-09,-1.067092922e-02,-3.491271855e-05,6.797161944e-08,1.492633205e-02,7.062664231e-09,-8.575229347e-02,1.228108555e-01,1.806207933e-02,-1.261844584e-08,3.165053997e-08,-2.726621926e-02,2.653872677e-08,-1.156699181e-08,-7.954490185e-02,-6.654820339e-08,3.695806683e-08,-1.679897425e-03,9.236431681e-03,-2.306734537e-08,3.795848787e-02,9.653159161e-09,-1.187130250e-02,-4.149422795e-02,-1.308555305e-01,-4.538589948e-08,-4.248412111e-08,2.022092342e-01,-6.546581233e-08,-3.818978023e-09,1.424900889e-01,-1.769046953e-08,-4.992660152e-08,-1.356906071e-02,-1.044607814e-02,4.294813394e-08,-1.473631896e-02,2.900696394e-08,-1.098308116e-01,-5.088711157e-02,3.802191094e-02,1.226824242e-08,6.572630440e-08,-2.480558753e-01,1.720603926e-08,-1.050310061e-07,2.048048936e-02,2.976440250e-08,-4.096511930e-08,5.113434978e-03,2.485712525e-03,2.428407875e-08,1.209147461e-02,6.073884151e-08,-1.251767389e-02,-1.141268853e-02,1.482287887e-03,-6.948371123e-08,-2.997988346e-08,7.373749465e-02,3.961378070e-08,-2.702403812e-08,-1.268553138e-01,7.478092812e-08,4.506366125e-08,1.708164928e-03,-4.162160621e-04,1.673352124e-08,-2.271537296e-02,5.558448279e-08,-2.042962471e-03,1.220496744e-01,5.898838397e-03,-6.433972999e-08,-1.865147858e-08,2.785812877e-02,1.276622452e-08,1.118683013e-08,-6.622605026e-02,-3.570071883e-08,2.810743815e-08,-4.132507835e-03,2.693409566e-03,-3.188308995e-08,-3.679771442e-03,-5.165425776e-08,1.486284658e-02,2.014083713e-01,-1.673753709e-01,-7.602952223e-08,-5.678828430e-08,2.697769403e-01,-3.596518283e-08,6.348616921e-08,6.148713455e-02,-9.545824575e-09,-2.743606897e-09,3.432603087e-03,4.308907315e-03,-6.691578136e-08,-2.257356606e-02,5.949164006e-08,-6.505928189e-02,-1.581454426e-01,2.403345332e-02,2.069026017e-08,-4.355051075e-08,-1.793390363e-01,6.502716587e-08,2.537710664e-08,1.153994072e-02,8.330887624e-08,7.119683509e-09,-1.436796389e-03,-9.485864080e-03,4.342777160e-08,5.360234063e-04,-1.145056228e-08,-1.349396072e-02,-2.084163763e-02,9.838547558e-02,-6.310985157e-08,5.784627533e-08,-2.832285129e-02,7.253915157e-08,-3.745875077e-08,-5.166730285e-02,1.890870349e-09,4.198371428e-08,-2.222458133e-03,-5.995336687e-04,1.422287443e-08,1.233128365e-02,-3.967496909e-08,-4.085788503e-02,-1.136930101e-02,-1.822639257e-02,-5.568146833e-08,-3.051141562e-08,3.029589541e-03,-2.764817886e-08,4.055277358e-08,-4.907135665e-02,-3.691593875e-08,-1.439942121e-08,1.691495185e-03,2.177332062e-03,-3.554431061e-08,-1.651553437e-02,8.023550890e-08,-3.580483049e-02,-1.116473507e-02,-1.301676035e-01,2.457198356e-08,6.059731383e-09,2.736837864e-01,5.488979937e-08,-1.537942218e-08,7.392774522e-02,5.657379454e-09,-1.732003874e-08,-8.674818091e-03,2.018747618e-03,1.262180849e-08,1.010028739e-02,6.619456094e-09,-8.201660961e-02,-1.042506769e-01,1.580557525e-01,-5.029751726e-09,-1.645067904e-08,-2.175305486e-01,4.441271528e-08,4.828542188e-08,1.489487439e-01,-5.095865063e-08,-2.204916028e-09,-4.371234216e-03,2.309402917e-04,-8.107872418e-08,1.014722604e-02,6.100421501e-08,8.309607394e-03,-2.019107528e-02,-9.196659178e-02,-2.196529003e-08,-7.595853724e-09,4.661431164e-02,3.375840052e-08,3.621837719e-09,-2.282746285e-01,-2.657048093e-08,5.893144639e-09,3.399782814e-03,-1.677279244e-03,7.113360567e-08,1.755036996e-03,1.963690899e-08,-4.448882770e-03,1.667256951e-01,4.431025125e-03,8.402636809e-08,2.773674801e-08,-1.611033641e-02,3.750642819e-08,-1.533422811e-08,-8.599904180e-02,-2.435225177e-08,-7.958557369e-09,6.750957575e-03,2.281141002e-03,-3.734838572e-08,5.378206261e-03,-8.246131245e-08,-4.283379763e-02,5.093066022e-02,-6.848651916e-02,-8.682644825e-09,2.742224758e-08,2.046254575e-01,1.641354963e-08,-4.302818013e-08,2.070980817e-01,5.917597434e-08,-6.988386758e-08,-1.584258117e-02,2.091309521e-03,6.115975282e-08,-1.305195503e-02,-3.291902928e-08,-7.643000782e-02,-9.746005386e-02,-2.847834956e-03,1.804630578e-08,5.492890764e-08,-2.021457404e-01,3.274573501e-08,1.731204513e-08,7.771037519e-02,-2.160520474e-08,-5.132217318e-09,3.167084884e-03,-2.021034248e-03,7.372602973e-09,-2.023596317e-03,-1.472145517e-08,-1.143959089e-04,3.141826764e-02,-6.251747906e-02,5.219626331e-08,-5.260718794e-08,1.802904457e-01,-1.855173259e-08,-1.997962862e-08,-2.298206240e-01,5.655813951e-08,3.291088646e-08,-6.027446594e-03,-5.432827747e-04,-5.012565651e-08,5.819466431e-03,-3.162486806e-08,-3.888419829e-03,-2.114925720e-02,1.017070115e-01,-3.582176689e-08,-5.796605151e-08,-9.073937684e-02,4.052548519e-08,-7.299368576e-08,-3.488122299e-02,-6.898712002e-08,-2.350147632e-08,1.068797987e-02,2.126991516e-03,2.028743218e-08,6.424176507e-03,7.676727698e-09,-5.589924753e-02,-1.876772754e-02,-2.439765260e-03,-3.793383740e-08,-3.743149080e-08,-3.513206914e-02,-5.730293751e-08,-7.334403307e-08,2.063519508e-01,-5.152433857e-08,-4.880641669e-08,-5.208756309e-03,4.897875711e-03,-6.879599823e-08,-3.036951274e-02,4.270779641e-08,-3.605764359e-02,1.947898790e-02,-1.136995926e-01,-1.669359939e-08,5.022073779e-08,-1.261543185e-01,-2.381715980e-08,-2.598642546e-08,-1.126525551e-01,-6.499308824e-08,1.429492169e-08,-8.320105844e-04,-1.574408845e-03,2.340434158e-08,1.777743734e-02,-7.374015354e-08,-2.145803766e-03,6.283185445e-03,7.269051671e-02,-4.260036590e-08,-3.163693307e-08,-3.412936255e-02,4.315378263e-11,-4.699380796e-08,-7.294566184e-02,7.942476543e-08,-6.389092277e-08,-6.823641714e-03,-1.540302648e-03,-4.528342856e-08,3.045754565e-04,-3.919472391e-08,-1.971967891e-02,-1.259902772e-02,-2.061541192e-03,-5.594108998e-08,7.851345174e-08,3.169775307e-01,7.255573564e-08,-4.622635075e-08 +thresholds = -2.257764637e-01,-2.039625397e-04,-2.723844955e-03,2.361129597e-02,1.047780886e-01,-7.076857146e-04,1.806029975e-01,-2.780322684e-03,-8.552356362e-01,7.131083310e-02,-4.016251266e-01,-2.430461580e-03,-5.950579653e-04,4.938880801e-01,-2.098856727e-03,-2.772713546e-03 +weights1 = 6.117414311e-02,-4.671616480e-02,1.434797980e-02,-5.037501082e-02,8.534381539e-02,6.944537908e-02,-5.898849666e-02,-2.437811717e-02,9.132912010e-02,3.747792542e-01,-4.748124257e-02,-5.167530477e-02,3.703926876e-02,-1.012521833e-01,-8.777748793e-02,3.785156608e-01,1.859604567e-02,-5.960523337e-02,6.018836796e-02,1.987498254e-02,-6.591976434e-02,2.309506759e-02,-2.128149755e-02,-1.216478646e-01,-6.604913622e-02,3.432833552e-01,-6.975209713e-02,1.096142083e-01,7.682535052e-02,-7.949504256e-02,-3.708964214e-02,-6.244999915e-02,-1.164143756e-01,5.272674188e-02,4.366699234e-02,-3.561506793e-02,4.222186282e-02,-9.897134453e-02,-6.492798030e-02,8.785329759e-02,-1.286241598e-02,5.188049003e-02,-1.182596013e-01,9.334564209e-02,-3.400893882e-02,-3.799476475e-02,-7.218972594e-02,6.117201596e-02,1.048805099e-02,-1.334418356e-02,-7.302023470e-02,-3.318484500e-02,1.692628022e-03,-1.234735325e-01,-5.256821401e-03,-9.788284451e-02,3.059031628e-02,6.871637702e-02,4.539842159e-02,1.517235935e-01,3.006850742e-02,-7.996182889e-02,2.128785476e-02,-9.161204100e-02,4.530957714e-02,2.027641609e-02,-7.916542888e-02,5.314625334e-03,-2.793775685e-02,-4.562867805e-02,6.169468164e-02,-6.175104529e-02,6.773105264e-02,9.602090716e-02,8.899345994e-02,5.965099111e-02,-7.609067112e-02,5.278993025e-02,4.091383517e-02,4.095464945e-02,6.314664148e-03,3.695419803e-02,-4.014110193e-02,4.463504255e-02,-7.189374417e-02,1.919770055e-02,4.297012091e-02,-1.621357352e-02,-4.222514573e-03,-4.489931092e-02,-3.049986996e-02,-6.270264834e-02,-4.166821763e-02,-5.401259661e-02,5.286712199e-03,9.701962583e-03,-8.445638418e-02,6.221458316e-02,6.285688374e-03,7.868805900e-03,1.476946324e-01,2.194350958e-02,1.107845455e-01,3.905171156e-02,-8.543374948e-03,7.189181633e-03,1.157182083e-01,1.424013823e-02,8.118706173e-04,-6.174565293e-03,-9.249475598e-02,-6.311505288e-02,1.724028401e-02,2.749492042e-02,2.147937194e-02,-7.141514868e-02,8.120406419e-02,5.124884844e-02,-9.263452142e-02,5.505553260e-02,-4.606161267e-02,6.302727014e-02,-8.974196389e-03,7.789834589e-02,-4.099875689e-02,2.859336697e-02,-4.604204372e-02,7.215259969e-02,1.425041556e-01,5.459700897e-02,-6.092047319e-02,-3.916800022e-03,-6.401564181e-02,-5.111470446e-02,2.683161944e-02,6.383869052e-02,-8.071544766e-02,1.992669888e-02,-1.609987207e-02,-2.833034098e-02,1.337711932e-03,1.001365390e-02,6.145460904e-02,-4.439499602e-02,8.455759287e-02,4.394673184e-02,6.161161512e-02,-1.436789404e-03,-1.936370274e-03,4.902452976e-02,-5.371585116e-02,2.638037689e-02,2.470057085e-02,-7.531425357e-02,-5.756000057e-02,3.602025285e-02,4.404592887e-02,-2.478067949e-02,-3.373014554e-02,-1.820993982e-02,5.936194956e-02,-2.604632266e-02,-2.794727869e-02,3.518349305e-02,1.206386015e-01,-3.973386437e-02,8.244917542e-02,4.676089436e-02,3.058351018e-02,1.413050015e-02,3.778308630e-02,-3.379181772e-02,6.378789991e-02,9.248941392e-02,-2.154356986e-02,1.176550090e-01,6.189374626e-02,-1.350927167e-02,-6.622873247e-02,7.001818717e-02,-1.968176849e-02,8.640456200e-02,-1.245168597e-01,-1.037627980e-01,1.481149718e-02,-5.090969056e-02,-1.027537808e-01,-1.159926038e-02,7.875061594e-03,-4.715965129e-03,9.206148796e-03,1.537226327e-02,-7.420604676e-02,-8.756838739e-02,-2.915613912e-02,-3.743768856e-02,-1.484618708e-02,-1.204093844e-01,9.184838831e-02,1.557819080e-02,7.640212774e-02,-1.431710180e-02,6.424089521e-02,6.440941989e-02,-2.389772236e-02,-6.482899189e-02,8.575638384e-02,-1.565108150e-01,-7.225231826e-02,-9.352990426e-03,8.770012297e-03,1.530122478e-02,7.260089368e-02,-2.647295594e-02,-1.052231714e-02,1.877241582e-02,-1.926842518e-02,5.621476565e-03,-2.274845168e-02,-1.001078077e-02,-4.427411035e-02,-3.547478840e-02,1.026340351e-01,9.844468534e-02,4.631418362e-02,9.197428077e-02,-3.037408553e-02,1.002928093e-01,-5.177997053e-02,-4.388848320e-02,-2.663229033e-02,9.100188315e-02,-3.518043086e-04,-2.370954258e-03,-1.548402291e-02,-9.050597250e-02,-9.003985673e-02,7.100693136e-02,-4.218791798e-02,-1.685415953e-02,3.283409029e-02,6.527628005e-02,-3.727821261e-02,6.446882617e-04,-2.897077799e-02,-6.132675335e-02,-1.036336124e-01,-1.072793175e-02,-4.965342954e-02,1.830995828e-02,-1.410730742e-02,5.300905183e-02,-9.292408824e-02,2.426943369e-02,7.382506132e-02,-3.026445396e-02,-9.346102923e-02,-1.145442501e-01,1.387976259e-01,-7.237851620e-02,-7.739943266e-02,2.215723135e-02,8.555115014e-02,9.374827147e-02,-4.277098551e-02,-1.024457961e-01,8.370586485e-02,-4.666418210e-02,-5.212832987e-02,4.819335043e-02,-6.762831658e-02,-3.313261271e-02,-4.276436567e-02,-1.204594038e-02,-8.733445778e-03,-2.397125401e-02,-4.879023507e-02,5.266509205e-02,-1.427379344e-02,1.535060699e-03,3.595128655e-02,-2.476250939e-02,-5.891913176e-02,-5.656738952e-02,-1.901595738e-06,-4.642776679e-03,1.585634425e-02,1.174034029e-01,7.189532369e-02,2.060128003e-02,-9.849236906e-02,-2.223066054e-02,1.403364539e-01,4.684085492e-03,-4.352567717e-02,-2.586772852e-02,-1.414920390e-02,-1.141222473e-02,8.027393371e-02,4.823244736e-02,8.397002518e-02,2.270689979e-02,-2.350890310e-03,1.051597446e-01,-1.948037371e-02,-7.550642360e-03,-1.740241237e-02,1.003183648e-01,-9.960884228e-03,7.211133093e-02,-5.954093486e-02,4.698264971e-02,-1.001830492e-02,-4.671655595e-02,-4.904925823e-03,-2.466868237e-02,4.241764545e-02,2.950839885e-02,2.560951561e-02,-1.229107194e-02,2.598898299e-02,-1.965229167e-03,1.146007627e-01,-1.011061817e-01,-5.405170843e-03,-2.901935484e-03,3.257261962e-02,7.231667638e-03,1.858167467e-03,3.162932023e-02,-2.928981744e-02,-1.425269395e-01,-3.410212928e-03,-2.858898602e-02,-2.875540406e-02,-9.045846760e-02,-2.672108822e-02,-1.105176937e-02,5.863093212e-02,2.720098943e-02,-2.063035965e-02,6.446298212e-02,9.850436449e-02,3.168408573e-02,-2.636883780e-02,7.093919069e-02,-9.586098045e-02,3.916438296e-02,4.704415426e-02,-4.660087079e-02,-3.281092644e-02,-5.222189426e-02,5.914763361e-02,1.319666952e-01,1.126867998e-02,6.019279733e-02,-5.679411069e-02,6.505355239e-02,6.756362319e-02,6.899064779e-02,4.866250604e-02,-3.601404373e-03,-3.219383582e-02,2.305197716e-02,-1.531855669e-03,6.884430349e-02,-1.259669941e-02,-6.578730047e-02,-2.986853011e-03,3.384882584e-02,-3.164683282e-02,-2.062161639e-02,-9.846246243e-02,-9.177236259e-02,-8.310163766e-02,-5.077392235e-02,7.179476321e-02,2.534754574e-02,7.750923187e-02,4.940238595e-02,1.703794673e-02,1.076432294e-03,1.377166361e-01,-5.848898739e-02,9.751115739e-02,-5.035486072e-02,9.862621315e-03,8.953690529e-02,-6.616456807e-02,-7.752651721e-02,-7.970455289e-02,6.025933847e-02,2.163465694e-02,-2.209950536e-01,5.703119561e-02,5.345027521e-02,-1.566867828e-01,1.908216625e-02,6.321878172e-03,-8.778623492e-02,-3.310684487e-02,-8.587355167e-02,9.443310089e-03,-7.546663284e-02,6.812308915e-03,2.337241173e-02,1.094087735e-01,9.493829682e-03,2.051534876e-02,-1.425222605e-01,-6.723541766e-02,-4.326197878e-02,-1.007788852e-01,4.931779578e-02,5.136913061e-02,2.643054351e-03,3.478688374e-02,2.524827980e-02,1.179945469e-01,-1.197159570e-02,2.626439929e-02,-4.927671701e-02,2.005281299e-02,-3.732490912e-02,-1.967436401e-03,-4.870356619e-02,8.673085272e-02,-9.700632654e-03,2.806296013e-02,1.186007727e-02,7.791330665e-02,-5.401931703e-02,1.009282544e-01,-6.543593109e-02,-5.236055702e-02,-4.349047318e-02,5.205812305e-02,5.999841914e-02,-2.248253673e-02,1.054274812e-01,-1.418695226e-02,-5.525612459e-02,-1.020754129e-01,-5.220133811e-03,-4.379934072e-02,8.738233894e-02,1.254483759e-01,-7.098655403e-02,6.781367213e-02,8.509735018e-02,3.077014722e-02,3.717521951e-02,-5.637115240e-02,-1.342584044e-01,3.019586764e-02,3.958798200e-02,4.197854176e-02,-2.653593011e-02,9.889978915e-02,-2.302005701e-02,-5.323424004e-03,-1.060684919e-01,-2.735794522e-02,-7.657201588e-02,-7.354721893e-03,5.160664394e-02,6.236560270e-02,-2.298932336e-02,8.286446333e-02,7.165031880e-02,-5.026594549e-02,-1.569826156e-02,5.753435567e-02,3.225850314e-02,-6.589032244e-03,1.022398919e-01,2.465980686e-02,-6.013080128e-04,-9.609499946e-03,-1.453296933e-02,-5.801209807e-02,5.412461981e-02,1.758365706e-02,-6.596730649e-02,3.332139552e-02,-7.934889756e-03,-1.982486248e-02,8.430036902e-02,2.716044895e-02,-3.151607886e-02,4.585240781e-02,2.339912392e-02,2.194526047e-02,5.522886291e-02,-1.120323502e-02,-9.243842214e-02,2.790194191e-02,-3.777659312e-02,-3.579922020e-02,-4.964139313e-03,9.131291509e-02,-2.668962069e-02,-9.207857400e-02,-6.392353028e-02,9.765572846e-02,3.290576860e-02,1.635853318e-03,6.557347625e-02,-5.127644911e-02,6.007702649e-02,-4.410826787e-02,3.149688244e-02,-6.940058433e-03,6.260307878e-02,-1.743735746e-02,-2.636884339e-02,9.967432171e-02,2.544423342e-01,5.526504014e-03,-2.006090060e-02,9.595218301e-02,7.294160724e-01,-9.046255052e-02,-5.592538789e-02,1.374385804e-01,-1.307194680e-01,-2.052956820e-02,5.700915456e-01,4.089700431e-02,8.531903476e-02,-7.593034953e-02,2.666384447e-03,-8.319286257e-02,-2.718348429e-02,-5.444241688e-03,-2.342132777e-01,-1.045969278e-01,4.795655310e-01,1.581444778e-02,1.776740402e-01,2.042031102e-02,-1.001734659e-01,-1.139866188e-01,-8.302167058e-02,9.662085027e-02,7.973574247e-05,6.656248122e-02,-2.093450725e-02,-9.939108044e-02,1.001701280e-01,-1.951272041e-02,-1.178387702e-01,-2.292513847e-02,9.486202151e-02,-1.114421990e-02,-1.610455848e-02,-4.841642082e-02,-3.921540082e-02,3.449831158e-02,1.192030683e-01,-2.877860889e-02,-9.467507899e-02,-6.653156132e-03,1.461698115e-02,-1.205604989e-02,-2.120571677e-03,-1.280405466e-02,-7.280922681e-02,-4.453340918e-02,2.035566419e-02,6.093954667e-02,1.036402062e-01,-1.436966192e-02,-8.567702025e-03,6.719923019e-02,-4.603016004e-02,2.315376885e-02,-7.373256981e-02,7.994160056e-03,-2.103694342e-02,4.831517860e-02,1.530358940e-01,-6.861498114e-03,-7.299106568e-02,7.027377933e-02,3.081735373e-01,-7.781071216e-02,-1.035909951e-01,7.984102517e-02,1.118703838e-02,-7.550049573e-02,3.949215412e-01,2.192253806e-02,-3.498901846e-03,-5.157539248e-02,-1.430169865e-02,-8.052882552e-02,-8.416286111e-02,4.490569979e-02,-3.333833534e-03,3.972312063e-02,2.955088317e-01,-5.601173267e-02,1.285072565e-01,4.683860019e-02,-4.226089455e-03,-3.676142544e-03,-7.389318943e-02,-3.052899987e-02,1.742274128e-02,-7.720223948e-05,1.570440084e-01,6.375099998e-03,-9.681268781e-02,-3.447218239e-02,-7.682869583e-02,3.132013138e-03,-2.213633657e-01,2.568960004e-02,6.216839701e-02,-4.055071622e-02,5.101227388e-02,-8.708149195e-02,-1.098478734e-01,-1.244542934e-02,-1.239204034e-01,-9.218602628e-02,6.653684378e-02,-3.868392110e-02,4.772791639e-02,1.261799037e-01,1.873132437e-01,-5.367472768e-02,-1.432504654e-01,-3.797684237e-02,1.046563499e-02,-6.341645122e-02,-1.184094846e-01,8.152555674e-02,1.752789021e-01,-1.636978239e-03,4.882851616e-02,2.562744543e-02,7.362033427e-02,4.129827768e-02,1.905950457e-01,4.800860211e-02,4.777937382e-02,7.477343082e-03,4.695551097e-01,-1.155314595e-01,6.325479131e-03,1.356098503e-01,-1.403919458e-01,-2.959704958e-03,2.732451856e-01,-3.190957755e-02,8.793372661e-02,3.487832099e-02,2.839169838e-02,-7.356503606e-02,-4.122872651e-02,-9.683967382e-02,-1.140342876e-01,-5.633007968e-04,2.520891428e-01,-1.008227617e-01,1.285927296e-01,-1.841743244e-03,-2.423492074e-02,-1.365632843e-02,2.575111948e-02,8.185040206e-02,5.926550552e-02,-3.068870492e-02,-6.237741932e-02,-2.776125260e-02,-1.601194218e-02,1.239144132e-01,2.208486898e-03,1.091742963e-01,6.579964887e-03,8.759383857e-02,6.559067219e-02,2.654434554e-02,2.147712279e-03,7.813916355e-02,5.429613590e-02,5.667107180e-02,4.188015684e-02,-5.859616399e-02,-2.047315240e-02,1.094834507e-02,2.929081954e-02,1.390699577e-02,-2.892629243e-02,-5.360572413e-02,-3.604135418e-05,-3.339981660e-02,-8.917106688e-02,-3.400520980e-02,5.565432832e-02,1.172533445e-02,2.964555472e-02,-3.265366331e-02,-5.434703082e-02,-9.681717493e-03,1.670783311e-01,5.826438218e-02,-1.819829084e-02,-8.455792069e-02,-5.149143934e-02,9.250105359e-03,-7.030785829e-02,-1.165587008e-01,-2.368589677e-02,3.852038458e-02,6.998394430e-02,1.024126783e-01,3.102308884e-02,3.940284625e-02,-6.517402828e-02,-5.645845085e-02,-6.798391789e-02,9.300722741e-03,-8.466678672e-03,-2.214390598e-02,2.536860667e-02,1.156925857e-01,-3.624364361e-02,5.089228507e-03,7.176069915e-02,9.040267020e-02,-3.466936294e-03,1.603926718e-01,-1.830675453e-02,-4.695932940e-02,-2.520012902e-03,-7.193227112e-02,2.757686889e-03,5.089762062e-02,-3.876353800e-02,-3.363155946e-02,2.149789222e-02,-1.208243798e-02,-2.670484036e-02,1.364620328e-01,1.273557544e-01,3.976230044e-03,8.206584305e-02,2.710412443e-02,-3.975884058e-03,5.509672314e-02,-3.686620912e-04,-4.853355233e-03,-5.099306256e-02,-4.912992939e-03,4.615355283e-02,1.903721988e-01,-4.185652733e-02,8.125584573e-02,-2.473976836e-02,-1.678077690e-02,-6.660372019e-02,1.907024719e-02,-1.347256731e-02,-8.031081408e-02,-2.609584667e-02,4.150630534e-02,-4.545418546e-03,-1.408794429e-02,-1.100362092e-02,6.694689859e-03,-2.999438904e-02,1.388804913e-01,1.479502618e-01,7.906699181e-02,-3.101803735e-02,-2.726994269e-02,2.734166570e-02,-5.427485332e-02,-7.416337729e-02,1.490226574e-02,-8.516111411e-04,-1.397008356e-02,1.277282741e-02,-4.986181110e-02,4.442971665e-03,-8.998538554e-02,-4.196986184e-02,-1.628051698e-01,9.822402894e-02,3.648941405e-03,-6.099285185e-02,7.500221580e-02,7.068638224e-03,-1.122212689e-02,-2.544098720e-02,-5.502454191e-02,-2.804424055e-02,-2.063074522e-02,6.930290163e-02,-4.188743886e-03,-1.901638657e-01,1.916964725e-02,-7.818589360e-02,-3.832022473e-02,3.096815199e-03,2.599981800e-02,7.253589481e-02,-9.612928331e-02,1.145851091e-01,-3.505864739e-02,-3.255010396e-02,1.495418604e-02,-4.831139464e-03,3.604459763e-02,-8.860000223e-02,-5.693203956e-02,-1.028297818e-03,1.198705211e-01,-3.455737606e-03,-1.396778375e-01,6.257906556e-02,-1.690206118e-02,-6.328932941e-02,3.291354701e-02,-9.143110365e-02,-1.197367534e-01,-8.792417124e-03,-1.819618978e-02,-4.631499574e-02,-2.392857894e-02,1.112773456e-02,-9.896419942e-02,4.240364581e-02,-1.522943377e-02,-1.050761640e-01,-5.101741105e-02,3.922000993e-03,1.403443702e-02,-3.986020684e-01,1.018779427e-01,1.169360355e-01,6.743975449e-03,1.253485531e-01,-6.279964745e-02,-3.159858882e-01,-1.103254873e-02,-9.719065577e-02,2.989456989e-02,-7.737332955e-03,6.713203341e-02,1.510766800e-02,-7.384782284e-02,1.326999366e-01,-1.474490017e-02,-3.648124933e-01,-6.512599438e-02,-6.672347663e-04,-4.711689427e-02,5.659760907e-02,-3.644388542e-02,6.932146102e-02,5.611513276e-03,-9.797878563e-03,4.923488572e-02,-1.526072528e-02,6.669891626e-02,-1.402741969e-01,-1.514307503e-02,4.013327137e-02,9.341458976e-02,-3.818602264e-01,9.218713641e-02,5.636271834e-02,-1.035338342e-01,3.401500359e-02,-1.155753713e-02,-1.986267716e-01,9.618874639e-02,-6.687768549e-02,3.854244202e-02,-4.057027865e-03,-6.289833039e-02,2.187482826e-02,-6.561058760e-02,1.868425161e-01,2.967023174e-04,-3.446253836e-01,7.362829987e-03,-2.966176718e-03,1.513687335e-02,1.011971980e-01,7.420364767e-02,6.740490347e-02,-5.262178928e-02,7.998349518e-02,-1.981395483e-02,-6.136604398e-02,-9.172050655e-02,-1.745457016e-02,-4.835281149e-02,1.172046736e-01,-3.486528248e-02,5.147715099e-03,3.177133948e-02,3.302497417e-02,1.020408235e-02,-7.591072470e-02,6.371235102e-02,1.554175839e-02,4.529191926e-02,-4.098282754e-02,6.677933037e-02,5.196293816e-02,7.967522740e-02,-1.490080059e-01,-2.700444683e-02,3.105639713e-03,8.698447049e-02,-6.913641095e-02,-2.815269493e-02,5.092399940e-02,2.939213999e-03,-7.670942228e-03,6.468223780e-02,3.496269137e-02,1.024496928e-02,5.109884217e-02,7.188221905e-03,-3.477211297e-02,-4.726653919e-02,7.955803536e-03,-2.664368134e-03,9.681831300e-02,9.597599506e-02,-4.146274179e-03,-3.635399789e-02,-2.705214918e-02,-4.021635745e-03,-1.399338618e-02,-7.745099813e-02,4.322924465e-02,-2.613360807e-02,-6.208539382e-02,-1.579155959e-02,-1.372242533e-02,1.130894348e-01,2.674772637e-03,1.332876682e-01,-8.370419592e-02,1.083964296e-02,5.850089714e-02,8.258400112e-02,5.400393531e-02,7.658915222e-02,-1.056363806e-01,3.064998239e-02,-7.488003373e-02,4.492819309e-02,7.610198110e-02,7.261784375e-02,1.948814653e-02,-2.518912405e-02,2.736762166e-02,-1.205477417e-01,-7.246083766e-02,2.467636205e-02,-3.011769801e-02,-6.632046308e-03,3.421645239e-02,-1.099603102e-01,7.774778455e-02,-1.597960107e-02,4.605334625e-02,-1.273273584e-02,9.794276953e-02,3.645888343e-02,-1.810805500e-02,2.911994420e-02,-3.687699884e-02,7.164637558e-03,4.593311343e-03,1.286621764e-02,5.677959416e-03,-5.143945292e-02,-4.250952601e-02,8.698482066e-02,-9.573130310e-02,1.152075129e-03,1.531087011e-01,1.638602763e-01,4.919264466e-02,-7.699626684e-02,-9.756574407e-03,-7.339163218e-03,3.314534202e-02,-7.307924330e-02,-1.704435982e-02,-1.436327677e-02,-8.355899155e-02,-5.588211119e-02,-2.563623420e-04,-8.046160638e-02,-3.390108049e-02,3.614711389e-02,-5.711526051e-02,5.905273557e-02,3.106747009e-02,2.679951116e-02,9.627389163e-02,-5.892546847e-02,3.400725499e-02,-8.028578758e-02,-2.060039490e-01,4.929790646e-02,6.115907803e-02,-5.428238306e-03,-2.753164060e-02,8.345329762e-02,-8.066582680e-02,6.230491400e-02,-7.939451188e-02 +biases1 = -1.715860516e-02,-3.129710630e-02,-1.733162440e-02,-2.603151836e-02,5.601637531e-03,-6.075294316e-02,-2.292074263e-03,-1.593620633e-03,-4.332229961e-03,-2.549146116e-01,3.323525563e-02,1.526027918e-02,2.052881569e-02,9.728278220e-02,6.775819929e-05,-3.224981576e-02,-1.724520512e-02,-2.033652551e-02,5.065148231e-03,-1.377128065e-02,-9.399802424e-03,-1.151598990e-02,-5.253794603e-03,1.604614407e-01,-5.473693600e-04,-1.691996604e-01,0.000000000e+00,1.605195552e-02,-4.791429266e-02,5.797481909e-02,1.079766005e-01,7.191082835e-02 +weights2 = 1.994669996e-02,-4.313381761e-02,-5.341725051e-02,-7.563808560e-02,1.058521047e-01,3.917221725e-01,-4.045363888e-02,1.820066758e-02,1.033146158e-01,1.151799440e+00,-1.429926902e-01,-9.921655059e-02,1.988743991e-01,-1.808590442e-01,7.942523225e-04,8.485661745e-01,3.189997375e-02,-4.688213766e-02,-2.952712029e-02,-2.056440338e-02,-2.002072148e-02,2.145581879e-02,4.737278447e-02,-2.866549492e-01,-3.125628829e-02,8.437506557e-01,3.410826670e-03,2.129909396e-01,-4.763190821e-02,-6.726790220e-02,-1.107909754e-01,-1.535914391e-01 +biases2 = 1.536536813e-01 diff --git a/params/D00096.001.txt b/params/D00096.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d0753e1b0c74473d0d9681154e195fa64f2d7b3 --- /dev/null +++ b/params/D00096.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 4.386206344e-02,1.441432834e-01,1.168193854e-02,3.726274893e-02,-1.018924490e-01,-7.316329051e-03,-6.554026902e-02,-1.348417625e-02,-1.045823842e-02,3.928412125e-02,1.561612040e-01,-2.823768258e-01,-2.733215317e-02,-1.948597655e-02,5.236849934e-02,1.436483115e-02,-8.553422242e-02,-1.876557171e-01,-1.609640568e-01,-1.392237097e-01,-5.581561476e-02,1.767968200e-02,-1.199298277e-01,-4.322126880e-02,-3.590824455e-02,-9.480581433e-02,-8.159871213e-03,2.214633971e-01,-9.319140017e-02,5.266429856e-03,7.910259813e-02,-5.836594850e-02,-2.893677168e-02,4.961638525e-02,-9.718152881e-02,-3.167089447e-02,-7.843750715e-02,-1.093894094e-01,-1.117259189e-01,-1.070059985e-01,6.233289838e-02,-1.114650071e-01,-1.823412925e-01,-8.890115470e-02,3.143196460e-03,-7.503464818e-02,-8.002020419e-02,-5.399246141e-02,-5.240447819e-02,-1.391227394e-01,7.129304856e-02,-9.579935670e-02,1.130304765e-02,-1.242976859e-01,2.065252066e-01,4.673398659e-02,-1.776945405e-02,-2.644605935e-02,1.910999604e-02,1.485520452e-01,-3.889726475e-02,-2.751381369e-03,-1.339226812e-01,3.608634463e-03,9.812025726e-02,5.298417807e-02,-2.190541662e-02,-6.905151159e-02,-8.748047985e-03,-3.278506175e-02,2.100446075e-01,-1.850423403e-03,-3.112049401e-02,-6.419099122e-02,-7.002936304e-02,-2.170236409e-01,1.286894977e-01,-4.971243069e-02,4.661874101e-02,7.275900990e-02,-5.616925657e-03,-1.525425315e-01,-2.098371536e-01,-1.242966875e-01,-2.897641571e-05,4.056407884e-02,-1.130633950e-01,-1.100518852e-01,4.165954888e-02,-1.736955643e-01,-1.600758880e-01,-1.712521538e-02,-2.088506818e-01,-8.658461273e-02,5.683996528e-02,-1.701654643e-01,-1.266728342e-01,8.679164946e-02,1.032718457e-02,-2.251581661e-02,-5.386156961e-02,-1.088605374e-01,-8.746251464e-02,2.676419728e-02,4.839536548e-02,-6.092589349e-02,2.158589661e-02,1.638209671e-01,-1.513333619e-01,-9.640149027e-02,-1.195086315e-01,8.917282522e-02,-8.797004819e-02,-1.200980172e-01,4.729104787e-02,-1.257869974e-02,-1.616594046e-01,-1.228186116e-01,-9.681365639e-02,-3.077201545e-02,-6.058864668e-02,1.050650626e-01,1.943413019e-01,6.968286633e-02,7.572374493e-02,1.407526731e-01,-6.835624576e-02,-8.605040610e-02,-1.067920774e-01,7.496190816e-02,1.345014945e-02,1.639277488e-01,7.957811654e-02,8.102153242e-02,-1.257431656e-01,-5.700738356e-02,1.394326054e-02,3.934442252e-02,-2.764594853e-01,5.143903662e-03,-2.402755022e-01,1.383125186e-01,1.281236857e-01,-1.744795442e-01,-7.874734700e-02,-1.276221871e-01,-1.791815460e-01,-1.190458164e-01,-4.022158682e-02,3.994243965e-02,-9.194289148e-02,-6.573611498e-02,-5.595494434e-02,-1.429972500e-01,7.230202854e-02,-1.217663288e-01,-2.242008150e-01,1.967767254e-02,4.997403361e-03,-4.655971006e-02,3.485148028e-02,-1.076820269e-01,8.015913889e-03,-1.295175552e-01,-1.277406216e-01,-1.089889333e-01,2.161581218e-01,-9.848808870e-03,6.747484952e-02,-1.120901927e-01,1.068373397e-01,2.670158818e-02,-2.716431320e-01,-1.354764253e-01,-1.690765023e-01,-1.501065940e-01,2.828271873e-02,2.716476284e-02,-1.762665249e-02,-1.430909634e-01,-1.348258108e-01,-2.370207757e-01,-8.723536879e-02,1.613065787e-02,-2.776769549e-02,2.104559168e-02,8.218609542e-02,8.925957978e-02,5.803284049e-01,-1.143456921e-01,-4.706415907e-02,2.769997716e-01,9.721832722e-02,-9.074863791e-02,4.043430835e-02,-2.201641798e-01,-7.536150515e-02,-1.966690831e-02,9.706559777e-02,3.143171966e-02,3.775037080e-02,3.481729329e-02,-8.230721205e-02,-2.632028982e-02,4.937202632e-01,-8.082682639e-02,-1.851246320e-02,2.554177046e-01,-1.406711340e-01,-7.804785669e-02,-1.236416176e-01,-1.674476117e-01,-7.716938108e-02,2.270727418e-02,-1.182907522e-01,-2.672969364e-02,4.665631056e-02,-1.056035534e-01,1.861066818e-01,1.305730790e-01,-1.837726086e-01,-4.656841233e-02,-5.177115649e-02,-9.069956094e-02,-8.473256230e-02,-2.452800572e-01,-5.145667866e-02,3.987083212e-02,-4.477375746e-02,-9.520599246e-02,3.351945663e-03,-3.253172711e-02,-4.388627410e-02,-1.098645180e-01,2.040951699e-02,3.444379941e-02,-2.584713697e-01,5.281946063e-02,-2.958549373e-02,-9.499419481e-02,4.993742332e-03,2.816510201e-01,-4.089650512e-02,1.180319339e-01,-2.660234645e-02,-1.328265965e-01,-7.100898027e-02,-8.812433481e-02,-4.172962159e-02,-1.185095590e-02,-1.391019821e-01,-1.398073584e-01,-2.072746903e-01,-1.862694509e-02,1.767746173e-02,-1.627934277e-01,-1.726127118e-01,3.195946813e-01,-4.607300088e-02,1.100798622e-01,-2.634662576e-02,5.380392075e-02,-3.956015781e-02,-1.500607282e-02,-3.473207122e-03,-1.903732568e-01,-3.609018773e-02,-1.777187735e-02,2.410071902e-02,-3.315041214e-02,5.243656342e-04,-4.394095857e-03,-1.855450273e-01,-1.650417149e-01,-1.277114004e-01,-1.392325908e-01,-9.725262970e-02,2.191921696e-02,-1.176088527e-01,1.393201854e-02,9.327516705e-02,-1.004422605e-01,6.611388177e-02,-1.525687724e-01,-2.341989726e-01,-7.308838516e-02,-1.088223159e-01,-2.205882072e-01,-2.099884897e-01,-1.846811920e-01,3.828505054e-02,-1.212669834e-01,-1.651502028e-02,-2.353424281e-01,-5.503103137e-02,-8.955502510e-02,-1.094199158e-02,-3.288542852e-02,-4.769156128e-02,2.659096383e-02,2.544647157e-01,2.367498912e-02,2.162575256e-03,1.566542685e-01,4.455139935e-01,-1.032527834e-01,-3.966849670e-02,-7.925517112e-02,-8.382518589e-02,-6.451286376e-02,1.231428385e-01,-2.578361332e-02,-7.960838079e-02,1.311337054e-01,2.978327684e-03,1.430268735e-01,-2.007940710e-01,-8.770568296e-03,2.248761430e-02,-2.633512393e-02,3.737893105e-01,-1.032994837e-01,-2.504737349e-03,6.340402365e-02,1.251849812e-03,1.138835326e-01,1.288114339e-01,2.843611315e-02,4.650815204e-02,1.774863601e-01,7.923733443e-02,-2.422708832e-02,-1.010144036e-02,-1.635429263e-01,-1.265884489e-01,-9.524791688e-02,-1.453402936e-01,-1.261080354e-01,-1.978076845e-01,-2.552608848e-01,-2.412541807e-01,-2.969819009e-01,-1.417558640e-01,-7.544997334e-02,3.957014531e-02,-1.714301407e-01,-1.748449951e-01,-7.502972335e-02,-1.209901571e-01,-8.095012605e-02,-1.728106663e-02,-5.765782669e-02,-1.729231775e-01,1.686173677e-01,7.164216787e-02,8.412605152e-03,-9.788763523e-02,-5.730560049e-02,-9.950211644e-02,9.689832479e-02,-4.024057649e-03,-7.142785192e-02,1.207425594e-01,2.156227361e-03,-9.242573380e-02,-1.559111029e-01,-1.258503497e-01,5.337320268e-02,-1.778319627e-01,-7.253756374e-02,-4.526926577e-02,-4.626636580e-02,1.142008007e-01,1.599788293e-02,2.316036448e-02,-1.656597853e-01,-8.376271278e-02,-1.272942573e-01,-3.848193958e-02,9.533652663e-02,6.695084274e-02,3.081114888e-01,1.862809509e-01,4.947115667e-03,-1.704271585e-01,8.707486838e-02,-1.265711617e-02,-8.017507195e-02,-1.790119112e-01,-2.496184409e-01,8.233914524e-02,-2.960048150e-03,6.487322599e-02,-2.112076152e-03,-1.212148294e-01,-3.541290462e-01,-2.584793232e-02,2.321869582e-01,-1.173057482e-01,-1.501660445e-03,-1.501864344e-01,-1.054570228e-01,-1.179933399e-01,-2.237378657e-01,-2.280467749e-01,-3.877551258e-01,-3.791700304e-02,2.768469974e-02,-1.822847128e-02,-1.792748123e-01,1.369369328e-01,1.358719617e-01,-1.186074391e-01,-1.997704655e-01,3.616209924e-01,-2.254753374e-02,3.057560921e-01,-1.797563434e-01,-2.975550946e-03,7.934699953e-02,-2.605702877e-01,-4.227845371e-01,-3.859962150e-02,-7.793366164e-02,1.236165985e-01,-4.004803672e-02,7.180846483e-02,1.759744808e-02,-3.274507821e-02,1.269175485e-02,-2.149844319e-01,-1.416604221e-02,-1.073665842e-01,6.477584690e-02,-4.188119248e-02,-3.661730094e-03,4.426230490e-01,8.348871469e-01,-9.401085973e-02,-6.330592930e-02,-1.731057614e-01,2.799928375e-02,-1.020939052e-01,1.995646209e-01,2.204151079e-02,-1.372869015e-01,-1.125463694e-01,-5.619559810e-02,-2.039108425e-02,-1.355914026e-01,-2.816849388e-02,-3.288764060e-01,6.100547314e-01,8.225829601e-01,-9.671163559e-02,3.656341229e-03,2.602460682e-01,7.610066980e-02,1.993128099e-02,-2.401955724e-01,1.081542345e-03,-5.807190668e-03,5.197734758e-02,-9.512627125e-02,3.856069222e-02,-1.380693465e-01,-6.971179694e-02,-2.490313798e-01,-2.748087943e-01,-2.969647348e-01,3.581531346e-02,-5.987539887e-02,-5.275382102e-02,-2.354182005e-01,2.166633867e-02,-3.646470234e-02,-1.515617073e-01,-6.672944129e-02,-1.526949406e-01,-2.146746963e-02,-9.352260828e-02,2.103759721e-02,-5.447417498e-02,-2.979535460e-01,-2.863640189e-01,-4.019222260e-01,6.002859399e-02,2.150909416e-02,-1.085448340e-01,-3.165915981e-02,-3.645428643e-02,-1.368841808e-02,5.309572443e-02,3.582519293e-02,-6.403550506e-02,6.240762770e-02,-4.630937055e-02,1.199183092e-01,-2.208973467e-02,6.478254199e-01,-2.736596465e-01,-3.481676280e-01,-8.708229661e-02,-8.187691867e-02,-1.003937721e-01,-2.609212883e-03,-1.981956325e-02,2.890450954e-01,-5.890614912e-02,-5.422402173e-02,8.074043691e-02,-3.995107487e-02,1.048440114e-02,1.070974618e-01,7.421419024e-02,5.708996058e-01,-2.666853555e-02,1.489800215e-01,2.248342894e-02,-1.660814285e-01,1.301462948e-01,2.484089583e-01,2.187327668e-02,-2.402967811e-01,-1.394807845e-01,-1.099335253e-01,7.779269665e-02,-8.830645122e-03,-8.638465777e-03,-1.239735633e-01,-1.883189380e-01,-2.428575456e-01,-2.824463844e-01,-4.940161407e-01,-6.056150049e-02,-1.367972195e-01,-1.149344295e-01,-2.330415845e-01,-2.878221124e-02,9.312672913e-02,-5.813602731e-02,9.246616066e-02,3.376995772e-02,-7.774165273e-02,4.074913263e-02,1.909267344e-02,-1.347980928e-02,-2.900367379e-01,3.307501376e-01,2.830307782e-01,-3.085916117e-02,3.354198113e-02,1.632169336e-01,-7.344768196e-02,9.860078990e-02,-6.839446258e-03,3.909939155e-02,-1.085403264e-01,-1.203028113e-01,1.548337787e-01,-1.651954502e-01,-1.348978281e-01,-4.790188745e-02,-2.681709528e-01,-2.458279282e-01,-1.628687680e-01,-2.033410780e-02,1.539600939e-01,-1.789827943e-01,-1.352298558e-01,-1.052097753e-01,1.544112414e-01,1.204328961e-03,3.285897523e-02,-7.512055337e-02,-1.632820070e-01,-3.555206582e-02,-2.652274445e-02,-4.909615964e-02,-1.782725900e-01,-2.759080753e-02,2.846118063e-02,-4.452788085e-02,2.358267009e-01,1.698695868e-01,-2.203423828e-01,2.309531420e-01,2.190137841e-02,1.573276371e-01,7.262284309e-02,1.682998240e-01,-8.963583410e-02,4.867557436e-02,-5.111799762e-02,-2.261992991e-01,-3.574810326e-01,-1.257143617e-01,-3.184771836e-01,-5.562886223e-02,-2.268375009e-01,3.091043420e-02,-4.723840207e-02,-2.076741541e-03,-7.384680957e-02,-1.539743096e-01,-2.311234176e-02,-3.958369792e-02,-9.023552760e-03,-7.757474668e-03,-2.268161811e-02,2.968225069e-02,5.735727549e-01,9.846307337e-02,7.082755864e-02,-4.582354054e-02,1.496051848e-01,-1.030286700e-01,2.434853911e-01,6.785751879e-02,-8.104271442e-02,-6.750350446e-02,-3.393638134e-02,-1.432522982e-01,1.738008112e-01,-1.267175376e-01,-3.243089840e-02,7.170382142e-02,-2.668051124e-01,-1.701326519e-01,-5.646658596e-03,5.587445572e-02,-2.751779258e-01,-1.011471152e-01,-1.691170484e-01,-3.102766573e-01,1.315616816e-01,-9.215591848e-02,-1.070640385e-01,-6.840665638e-02,-1.692622453e-01,-1.504187286e-01,-1.411670297e-01,-2.578855753e-01,7.841095328e-02,-5.543284863e-02,1.122908890e-01,3.936238214e-02,-1.022396013e-01,1.522017084e-02,1.476222724e-01,3.774096370e-01,1.420160681e-01,-1.556590050e-01,1.396746375e-02,1.671735793e-01,-2.320242524e-01,-9.245216497e-04,-1.488071680e-01,-1.603702605e-01,-5.526145175e-02,-4.331956059e-02,-2.645923793e-01,-9.823799878e-02,-4.652791843e-02,1.368399858e-01,-3.588861227e-01,-2.038838901e-02,-8.396933973e-02,-1.516525000e-01,-8.397880942e-02,-1.660986394e-01,8.208264410e-02,-1.713959128e-01,4.890994728e-02,-2.158169597e-01,-1.395487040e-01,-9.386412799e-02,-1.888776720e-01,-8.152271062e-02,2.827116251e-01,-4.160205275e-02,8.244798332e-02,-6.868909113e-03,-9.399470687e-02,1.022495516e-02,7.155755162e-02,-1.805668175e-01,1.902660728e-01,2.006815374e-01,1.087532043e-01,4.579455554e-01,-1.131358147e-01,-3.212998435e-02,1.152377203e-01,5.155523866e-02,-2.498161942e-01,-1.110105664e-01,-6.390821934e-02,-3.647700846e-01,3.479316086e-02,1.403295994e-01,-9.379553795e-02,9.575599432e-02,-1.337317079e-01,3.316886425e-01,7.892395556e-02,3.719944358e-01,1.043853834e-01,-1.769772768e-01,1.724500358e-01,1.656422764e-02,-1.715617329e-01,-3.224485740e-02,-2.843213677e-01,4.058507979e-01,-2.708662115e-02,1.554760188e-01,-2.035658620e-02,-4.153395444e-02,-1.515361518e-01,-1.596869230e-01,-1.331505924e-01,-2.869058847e-01,2.073616022e-03,-2.310696244e-01,-3.570547700e-01,-1.921130121e-01,-7.747430354e-02,7.091925293e-02,-2.268127203e-01,-3.960413113e-02,7.704434544e-02,-2.638264298e-01,-4.136626422e-02,2.096162178e-02,4.898397997e-02,-1.157849133e-01,-1.383433640e-01,-1.865515858e-01,-1.286597401e-01,-2.969087958e-01,-2.403698713e-01,6.326051801e-02,3.681491315e-01,5.905936658e-02,-3.164735138e-01,-8.652213961e-02,-2.669208050e-01,-3.441182524e-02,8.895619959e-02,-1.673082411e-01,2.661231458e-01,-1.768639684e-01,6.046314538e-02,-7.326157391e-02,-2.071879655e-01,4.802348316e-01,2.003908902e-01,2.338135242e-02,-2.344866544e-01,-9.873142093e-02,6.326792240e-01,-2.938855886e-01,2.170981765e-01,-1.324807294e-02,-1.202510670e-01,1.046367511e-01,-2.582702637e-01,-6.759567559e-02,1.862788945e-01,2.700708807e-01,-6.722158194e-02,4.742311835e-01,1.137493700e-01,6.659173220e-02,-1.160403937e-01,7.093560696e-02,5.835536122e-01,2.488674968e-01,1.016543210e-01,8.087923378e-02,-1.434784383e-01,-2.436830550e-01,-2.061536908e-01,-6.462713331e-02,-9.618349723e-04,-3.997274339e-01,4.493601620e-02,-2.347207218e-01,-3.855827153e-01,-8.845442533e-02,2.477848530e-01,-6.849206518e-03,-3.258666396e-01,-1.116518974e-01,4.691487551e-02,-2.293463498e-01,4.506855458e-02,2.567881485e-03,9.367346764e-03,7.490925491e-02,-1.330681443e-01,1.856721193e-01,-1.688297605e-03,-3.319458961e-01,-6.905505061e-02,-5.213366076e-02,1.287093014e-01,1.897177659e-02,-2.643665969e-01,-3.065631166e-02,-1.963351369e-01,-9.977828711e-03,1.076627672e-01,-1.596328467e-01,3.065215647e-01,-6.532540917e-02,-1.853072494e-01,-2.314956486e-01,-2.055433840e-01,-1.317880452e-01,1.171769500e-01,-1.551950816e-02,-3.755270541e-01,-8.574478328e-02,-1.872518063e-01,-1.208922714e-01,4.601231217e-02,2.255187137e-03,-1.016494483e-01,3.174212575e-01,-2.042134553e-01,-5.530026928e-02,-2.425432205e-02,-1.560603976e-01,-1.421690919e-02,3.347599134e-02,1.553234905e-01,3.228767589e-02,-2.817568779e-01,1.364864409e-02,3.166616261e-01,1.858425885e-01,4.684946239e-01,9.846211970e-02,-2.051295936e-01,-2.076281905e-01,-3.163125515e-01,3.135770932e-02,-1.846506447e-02,-2.684211731e-01,-8.595866710e-02,-2.831745446e-01,-3.834714293e-01,-1.544919759e-01,3.758643270e-01,-5.263325572e-02,-3.298916519e-01,-1.833362728e-01,-2.163418382e-01,-9.707291424e-02,6.696284562e-02,2.003049105e-01,1.440506279e-01,-1.892969385e-02,1.167829633e-01,4.622014761e-01,1.995952614e-02,3.110198677e-01,-7.096613944e-02,-9.067920595e-02,-2.039344013e-01,2.301076194e-03,1.190322489e-01,8.379003406e-02,-1.512316763e-01,-6.315126270e-02,9.490921348e-02,6.288743764e-02,3.618442714e-01,-8.019152284e-02,-2.057529390e-01,-2.112851888e-01,-1.489265114e-01,-2.862375975e-01,7.585895807e-02,1.234388202e-01,-6.165465340e-03,3.482055664e-02,-2.992327511e-01,-9.798517823e-02,-1.016836390e-01,-9.506314993e-02,-4.896166921e-02,-1.391443163e-01,-2.843552232e-01,-3.209622204e-02,-9.548439831e-02,-1.136218756e-01,-2.130312026e-01,-1.450948119e-01,2.649867535e-01,2.984350920e-02,-1.462455541e-01,-9.562201798e-02,-4.301000386e-02,-1.668127999e-02,2.627475858e-01,6.537637115e-02,-1.117875129e-01,8.798948675e-02,-2.605173290e-01,-7.976634055e-02,-2.017358504e-02,-1.505782008e-01,5.555189028e-02,-2.064301260e-02,-2.509993315e-01,-7.843602449e-02,4.997916818e-01,3.576904908e-02,-1.700838059e-01,-2.134352326e-01,-4.018644243e-02,-2.064948678e-01,2.081079334e-01,-4.668431357e-02,1.273364127e-01,-2.811949141e-02,9.171299636e-02,2.141874135e-01,-2.103399038e-01,6.125627458e-02,-8.563642204e-02,6.078966334e-02,-2.221570015e-01,5.825977027e-02,1.647954136e-01,2.766760997e-02,-1.114396751e-01,-1.984467171e-02,1.118295640e-02,-1.689493507e-01,3.039247096e-01,1.809594221e-02,-1.083552465e-01,-1.249613538e-01,1.383222789e-01,-1.194357947e-01,-1.536716670e-01,-1.009494737e-01,-2.484246343e-01,2.508859907e-04,-1.456283927e-01,1.877950430e-01,-1.118095294e-01,6.391480099e-03,-2.001598030e-01,4.492696002e-02,-2.659667730e-01,-4.912651703e-02,-7.426778972e-02,-1.158611029e-01,8.016233891e-02,4.134577233e-03,-2.811024338e-02,-1.782053337e-02,-2.299502790e-01,3.956428170e-02,-2.060151100e-01,2.889143489e-02,3.048537970e-01,1.276020706e-01,-1.833121181e-01,-1.424489357e-02,-2.466728538e-01,-5.762533471e-02,1.653416157e-01,-1.100195125e-01,-6.096831639e-04,7.712659985e-02,-2.913448513e-01,-5.582457408e-02,2.925938070e-01,4.779579118e-02,-7.207446545e-02,2.649883740e-02,-2.787733972e-01,-1.681587398e-01,2.525876462e-01,1.960786059e-02,1.594811082e-01,-6.512638927e-02,-9.562072158e-02,1.735844314e-01,-1.610858291e-01,-1.138464585e-01,1.190639138e-01,5.853137001e-02,-1.893515885e-01,-9.212694131e-03,5.569189414e-02,-1.396395117e-01,-1.755020618e-01,9.305936843e-02,-2.729789913e-02,-1.861374080e-01,7.128547132e-02,5.026143417e-02,-1.288561523e-01,-1.234762669e-01,-1.472310871e-01,-1.914932281e-01,-2.428900264e-02,-7.412364334e-02,1.006663591e-02,-8.075015992e-02,2.988841012e-02,6.940252334e-02,1.486416906e-01,-2.083759159e-01,-1.335255057e-01,9.795841575e-02,-7.913273573e-02 +thresholds = -4.900847375e-01,-5.316842794e-01,-6.994518042e-01,-9.170014262e-01,-8.976678252e-01,-8.989807367e-01,-3.569296300e-01,-4.656005502e-01,-6.466182880e-03,-7.725521922e-01,-5.713674054e-02,-3.592659719e-03,-6.245455146e-01,-3.699633181e-01,-3.332875669e-01,-3.776773214e-01 +weights1 = 5.738912523e-02,8.385796100e-03,-7.498370949e-03,-4.461685941e-02,1.544259489e-01,3.086653911e-02,3.844025731e-02,2.415597998e-02,2.014158666e-01,8.406002074e-02,1.438921085e-03,2.890531346e-02,-2.864524722e-03,-8.045691997e-02,-1.671669930e-01,8.637210354e-03,1.600600332e-01,-2.995514683e-02,-2.700925246e-02,-6.672924757e-02,-5.403555930e-03,1.734157559e-03,1.943069100e-01,9.460519254e-02,2.891664803e-01,-3.107897192e-02,6.572552770e-02,1.107883155e-01,2.523654997e-01,8.259277791e-03,1.071044654e-01,2.064032555e-01,1.365073472e-01,-1.941850036e-02,-4.944835603e-02,-5.341376737e-02,1.011380553e-02,8.076903969e-02,4.426786676e-02,-4.745736346e-02,-1.515453309e-01,-1.084679067e-01,4.862322286e-02,8.700604551e-03,-5.002301186e-02,-5.235890299e-02,-4.573761672e-02,7.854446769e-02,2.987150662e-02,1.970053185e-03,5.319721252e-02,-6.579849124e-02,1.151098758e-01,5.026039481e-02,2.371097729e-02,-3.038553521e-02,-1.350557804e-01,9.496470541e-02,-8.403874934e-02,-1.257911772e-01,8.442969620e-02,7.024124265e-02,3.712707758e-02,-3.548567370e-02,-2.658045478e-02,-2.041914733e-03,1.086048558e-01,-5.639039725e-02,2.159186602e-01,-7.335179299e-02,-3.275330737e-02,3.018800728e-02,1.417050362e-01,2.842011489e-02,9.758470207e-02,-8.299811184e-02,2.453028783e-02,-9.982100129e-02,-1.473274678e-01,3.105830587e-02,1.575334519e-01,-8.978945762e-02,1.561744660e-01,-1.841873378e-01,1.302195806e-02,7.839336991e-02,1.031037793e-01,1.409651060e-02,1.493714899e-01,2.171212994e-02,1.677910239e-01,2.672359943e-01,2.033916265e-01,-7.182221115e-02,4.907015339e-02,1.280547678e-01,-1.378674656e-01,1.300555188e-02,-5.454364419e-02,-3.158615157e-02,1.799756847e-02,-3.744162992e-02,1.234139036e-02,-6.492678821e-02,3.044886701e-02,7.143323123e-02,1.822387800e-02,-3.614527732e-02,-7.173335552e-02,-9.117010632e-04,9.180062264e-02,-1.180532295e-02,-1.016444340e-01,7.776291575e-03,-6.479176879e-02,5.450300127e-02,-5.131988227e-02,-2.954615094e-02,5.209964234e-03,1.011870503e-01,7.216169685e-02,-1.014115214e-01,1.931172758e-01,5.375630409e-02,-9.612737224e-03,1.203320827e-02,-5.261249840e-02,1.342762820e-02,1.414538268e-02,2.456345223e-02,4.234975576e-02,-8.440251648e-02,2.279589139e-02,-1.351418197e-01,-8.702872694e-02,-1.118480265e-01,1.169328615e-01,5.502129719e-02,7.038209587e-03,-1.653730273e-01,4.718439654e-02,2.830887213e-02,3.834227845e-02,-3.010733053e-03,1.740516536e-02,1.488482207e-02,-1.738016903e-01,-2.418026887e-02,1.921094954e-02,-1.294471696e-02,2.257749587e-01,-4.282068461e-02,1.925454102e-02,3.823287040e-02,2.437004000e-01,7.144150138e-02,9.638259560e-02,2.984838374e-02,1.287280768e-01,3.576937914e-01,-5.810746923e-02,4.946501926e-02,1.076591434e-03,4.983694479e-02,-2.633601613e-02,5.232841894e-02,8.722294867e-02,1.497071832e-01,1.303276122e-01,-1.382756531e-01,7.887255400e-02,-1.469783485e-01,2.541519888e-02,-1.151340827e-01,1.676173508e-02,1.662601368e-03,7.866162062e-02,-1.059564278e-01,3.607635945e-02,-3.446339397e-03,-8.843163401e-02,9.734191932e-03,7.626526058e-02,3.978157416e-02,-7.167327404e-02,8.286759257e-02,1.109257415e-01,2.780122757e-01,-7.755093742e-03,6.921338290e-02,-7.651660591e-02,7.596293092e-02,-3.770910576e-02,-1.174435467e-01,3.845054656e-02,-3.750226274e-02,1.839986295e-01,-1.329605132e-01,-3.608233854e-02,-2.107454091e-02,4.695425183e-02,1.015910432e-01,6.201274320e-02,2.684768289e-02,4.519572854e-02,-1.272495389e-01,3.914642334e-02,-5.808379501e-02,1.066368446e-01,1.711481214e-01,3.775037825e-02,3.567404300e-02,-6.296722591e-02,7.096436620e-02,2.409823090e-01,3.861907125e-02,7.282115519e-02,-7.783620805e-02,2.408563644e-01,3.477479517e-01,2.283727378e-01,-1.499392539e-01,9.152830392e-02,1.889947206e-01,6.571101397e-02,-4.147267342e-02,-7.750538737e-02,1.336790621e-01,-1.301369816e-01,-2.179986686e-01,-1.002615094e-01,1.299186982e-02,7.820607163e-03,1.183716021e-02,6.185068935e-02,-2.796883462e-03,-7.734312117e-02,1.023343652e-01,-9.964367002e-02,6.264947355e-02,7.524283230e-02,-1.881143893e-03,-9.407018870e-02,-2.819216996e-02,-6.692770869e-02,-1.615206748e-01,1.361639500e-01,-3.065564483e-02,1.964670420e-01,1.143154576e-01,1.578963734e-02,-1.073472202e-01,1.062143669e-01,2.908408642e-02,7.302164886e-05,7.887174375e-03,-1.470227093e-01,-5.343091115e-02,-6.612601131e-02,-1.438145339e-02,2.723558247e-01,-9.334705025e-02,-2.171533555e-01,7.483316213e-02,2.952807844e-01,-2.096593007e-02,3.109784238e-02,5.878159031e-02,-6.987343729e-02,3.205526154e-03,-7.038678229e-02,-1.595237553e-01,3.727219626e-02,-5.868390575e-02,-5.846114084e-02,8.283326775e-02,4.571342468e-02,-5.047099292e-02,3.386000693e-01,-1.659104079e-01,8.331863792e-04,-5.881909654e-02,1.397950053e-01,3.603982031e-01,5.939484015e-02,-8.909370005e-02,-6.422723830e-02,1.900524050e-01,8.824489266e-02,-2.802660875e-02,6.675451249e-02,1.032985300e-01,1.098409146e-01,1.191244796e-01,-3.796354681e-02,-1.276770327e-02,1.853454672e-02,-9.715403430e-03,-5.983502790e-02,1.293318868e-01,1.267355084e-01,-5.356891826e-02,-1.550264657e-01,-1.637293212e-02,9.003253281e-02,-3.627984552e-03,1.791002974e-02,6.777675450e-02,3.971097618e-02,-8.724168688e-02,-3.332028165e-03,2.826115675e-02,-1.184983253e-01,3.172725067e-02,1.574089676e-01,9.408528358e-02,1.204668730e-02,-1.592907012e-01,1.099480093e-01,4.426914826e-02,5.054584146e-02,1.147928536e-01,-6.843272597e-02,-5.737992004e-02,2.101557106e-01,2.763048559e-02,-7.481068373e-02,-6.066185236e-02,1.924417019e-01,2.245105430e-02,-1.796281338e-01,1.880576462e-02,-8.690196276e-02,5.064228550e-02,-1.919240355e-01,7.271362096e-02,1.658127308e-01,4.637380317e-02,-6.061144918e-02,2.502470277e-02,-1.367323399e-01,-1.500088125e-01,1.965019554e-01,-3.148394078e-02,9.768665582e-02,-1.457732916e-01,1.494641453e-01,2.712793946e-01,1.422640979e-01,-1.451806128e-01,1.989012025e-02,3.716963530e-01,5.036628991e-02,-2.531570755e-02,1.943775266e-02,-4.408665746e-02,3.887935728e-02,-2.356089465e-02,-4.950117320e-02,-1.666261442e-02,-1.096577500e-03,1.063110866e-02,8.227574825e-02,-1.009307876e-01,-2.872664947e-03,-7.534947712e-03,1.807207428e-02,1.794059575e-02,1.237410232e-01,8.672907948e-03,-6.579430401e-02,-2.738932520e-02,-9.446056187e-02,-3.787486628e-02,1.082844138e-01,1.013562977e-01,4.496832192e-02,4.151324555e-02,-1.161849499e-02,1.494858693e-02,2.284803689e-01,-9.452890605e-02,-1.183802783e-01,5.902696773e-02,-4.504238814e-02,-7.662820816e-02,2.030005120e-02,-3.346258774e-02,1.084362194e-01,-1.402445883e-01,-2.042514086e-02,1.847374812e-02,1.077133641e-01,-7.214540243e-02,-8.833393455e-02,1.227156967e-01,-1.250775903e-01,-6.829576939e-02,-2.223737165e-02,-7.870129496e-02,1.260307878e-01,1.780312881e-02,8.732393384e-02,-1.541352086e-02,-3.923380375e-02,-1.489969250e-02,1.064676419e-01,-4.353599995e-02,-1.340752840e-02,4.681188986e-02,2.330383062e-01,1.283374578e-01,7.281385362e-02,-1.374887824e-01,1.540462077e-01,2.331093252e-01,-4.758907482e-02,-7.997345179e-02,1.018419024e-02,-5.885613710e-02,1.257608980e-01,-9.789285809e-02,3.125147521e-02,1.365525369e-02,4.143670201e-02,-4.574269056e-02,9.765912592e-02,-1.439005286e-01,9.944416583e-02,-3.563395515e-02,5.353481695e-02,2.567674033e-02,-2.844882756e-02,-6.552330405e-02,-9.620774537e-02,-7.460632175e-02,8.119148202e-03,2.452341607e-03,-1.704686321e-02,2.254727669e-02,3.505074605e-02,7.546626031e-02,-1.019245386e-01,-1.262072176e-01,-4.413659498e-02,-4.356046766e-02,-5.143408105e-02,4.956997558e-02,-6.869027019e-02,-1.693717670e-03,1.974651814e-01,1.360689849e-01,2.113536894e-01,2.526701801e-02,-1.005855799e-01,-3.525070846e-02,1.830255538e-01,7.045208663e-02,-1.763031003e-03,-9.757758677e-02,-4.301188514e-03,-2.904275060e-02,-2.254268825e-01,-1.514366418e-01,1.071349755e-01,-1.341211349e-01,-6.067434326e-02,-3.602775559e-02,1.000988018e-02,-8.951821923e-02,2.453148961e-01,-1.774964295e-02,6.598956138e-02,2.109481953e-02,4.161641747e-02,2.055190355e-01,3.141665831e-02,1.566564478e-02,-1.453463137e-01,2.139497250e-01,6.240538321e-03,5.119975656e-02,3.697631136e-02,-2.678850479e-02,-4.552436993e-03,-6.282765418e-02,3.081049398e-02,-2.895677462e-02,-1.466774195e-01,1.705121249e-02,-2.645229734e-02,-2.281774767e-02,5.226862431e-02,6.640506536e-02,-2.243755199e-02,-1.192036364e-02,2.963017114e-02,9.912934899e-02,3.371179476e-02,1.443497371e-02,-1.851683669e-02,8.915060759e-02,7.630267739e-02,-4.105494823e-03,3.258435801e-02,2.199803106e-02,-1.251266990e-02,-1.034118980e-02,1.002515256e-01,-4.159524292e-02,5.150704458e-02,4.913485050e-02,3.432530537e-02,5.362561345e-02,8.940934204e-03,-1.530514937e-02,-7.689946890e-02,8.945390582e-02,-4.974985495e-03,1.061490551e-01,-7.971436530e-02,-1.476174146e-01,1.612164378e-01,1.432783902e-01,8.617097884e-02,2.702447772e-02,-9.414198995e-02,1.806262508e-02,-5.477149785e-02,1.667017117e-02,-8.319554850e-03,2.864818089e-02,-3.617388895e-03,1.840085164e-02,-9.145975113e-02,-1.533953249e-01,-9.893837571e-02,1.426722389e-03,-4.538190737e-02,-1.539079398e-01,-6.932257116e-02,1.177359372e-01,2.987760864e-02,-2.902443111e-01,-9.395291656e-02,-5.265864544e-03,-1.265269816e-01,-6.432651728e-02,4.297852051e-03,-7.449703664e-02,3.096093610e-02,8.653303608e-03,-7.212345954e-03,-1.188956797e-01,-7.204761496e-04,-4.173935577e-02,2.124787495e-02,-1.298822276e-02,-2.470055223e-02,-5.873608589e-02,1.345035620e-02,-9.325214475e-02,-8.364453912e-02,-9.617225826e-02,-5.526670814e-02,1.515705325e-02,4.285423085e-02,9.146649390e-03,-4.977623373e-02,5.568637326e-02,-8.094509691e-02,5.359578505e-02,7.346611470e-02,-5.844387040e-02,-9.178551286e-02,1.259628087e-01,4.077902529e-03,-4.837196786e-03,-3.523933887e-02,-7.755574770e-03,1.409866214e-01,-1.169615146e-02,3.192831576e-02,-3.621784225e-02,2.931223512e-01,4.888468422e-03,2.755660377e-02,-2.005842328e-01,-2.161717266e-01,-6.273952872e-02,1.186424866e-02,-9.032458812e-02,1.381361783e-01,-6.209850311e-02,1.172776744e-01,4.344105721e-03,-1.888839342e-02,8.913862705e-02,2.605684102e-01,-9.790428728e-02,1.062463671e-01,1.071325317e-01,2.503876984e-01,2.340559363e-01,2.076498568e-01,1.104253381e-01,5.066643655e-02,1.704459935e-01,-9.942418896e-03,-5.286306515e-02,-6.377182156e-02,-7.746256422e-03,4.348963127e-02,1.152568534e-01,-4.227951542e-02,-1.421328168e-02,1.545450687e-01,1.856327243e-02,1.800377220e-01,2.359049581e-02,4.210776836e-02,-3.381410846e-03,-1.070305705e-01,8.104816079e-02,6.631402671e-02,-8.863188326e-02,-3.269036859e-02,-1.259216517e-01,-7.649208419e-03,-7.576118514e-05,-5.024455488e-02,-7.446667552e-02,2.283765469e-03,-3.831198066e-02,9.407109767e-02,1.044160426e-01,4.432816803e-02,-3.756905720e-02,-3.538595513e-02,-9.528354555e-02,-2.658795565e-02,-3.855464607e-02,-2.540830374e-01,7.436674088e-02,-2.117997855e-01,1.403216552e-02,-5.112087727e-02,4.392246902e-02,-2.372260988e-01,4.746095464e-02,-1.211234834e-02,1.554452330e-01,6.746252626e-02,2.721123584e-02,6.789149344e-02,1.233554184e-01,-2.125239968e-01,-1.006723288e-02,-8.125381917e-02,7.383637875e-02,8.005102724e-02,-1.614997238e-01,-2.215014845e-01,-3.912783414e-02,-2.227377892e-01,-4.837763309e-02,-2.716676891e-01,-2.697638273e-01,-7.176654041e-02,1.806499349e-04,-1.882139966e-02,-6.694556773e-02,-1.829007082e-02,-1.260654330e-01,1.265709251e-01,-1.466770917e-01,7.221645862e-02,-2.711595967e-02,-3.371849656e-03,-1.182508022e-01,2.677619457e-02,-3.144351393e-02,1.044417173e-01,-9.207286686e-02,-9.775096178e-02,-4.343056679e-02,1.057227552e-01,1.048716381e-01,-4.143994674e-02,2.231028117e-02,2.967070788e-02,-1.461912878e-02,-3.101152740e-02,1.420442946e-02,9.286515415e-03,-2.926192433e-02,3.555086255e-02,9.113934636e-02,1.258933358e-02,9.937263280e-02,-1.792328805e-02,-9.808419645e-02,-8.546796441e-02,-3.866188228e-03,-2.649083361e-02,-1.089091226e-01,-2.890436910e-02,-1.057441533e-01,-3.360335529e-01,2.249677433e-03,-3.569046035e-02,-1.336353719e-01,-1.234630421e-01,4.632829130e-02,-2.622010186e-03,4.113755748e-02,-3.134052828e-02,2.301785164e-02,1.289274096e-01,-1.361909509e-01,-1.519633532e-01,-2.824079618e-02,1.150580216e-02,2.508489415e-02,-4.709331319e-02,5.047872290e-02,-1.705552340e-01,-9.779570997e-02,-1.966163963e-01,1.569324732e-02,-1.939415783e-01,-4.550780654e-01,-2.366977930e-01,7.350102067e-02,2.917689458e-02,1.169030219e-01,-1.117867455e-01,-1.005127504e-01,3.606211394e-02,-5.728228018e-02,1.630688459e-01,1.829740256e-01,2.852257714e-02,5.708327144e-02,-5.091857538e-02,5.680128466e-03,-7.917625830e-03,3.639849275e-02,5.434562266e-02,4.549831152e-02,-2.173272893e-02,-3.619120456e-03,2.646978199e-02,2.053782810e-03,5.467348266e-03,-7.291354984e-02,1.335295737e-01,-3.049943969e-02,-2.725892141e-02,2.157614753e-02,-2.739888988e-02,-1.055494696e-01,-7.117180154e-03,5.923550203e-02,3.976363316e-02,-1.543532610e-01,-9.664053470e-02,8.137518913e-02,4.304033145e-02,-1.318927854e-01,-5.127631128e-02,-1.830203086e-02,9.597461671e-02,-2.076995932e-02,-1.902340353e-01,-9.813649580e-03,7.880097628e-02,3.981711715e-02,-5.399068072e-02,-2.492608130e-02,5.447123200e-02,5.852855369e-02,1.180748045e-01,9.333053976e-02,7.986825705e-02,6.302560121e-02,-3.316812962e-02,-1.157902703e-01,8.475345373e-02,-5.565899611e-02,2.763058841e-01,-6.165806204e-02,1.154554412e-01,7.279336452e-03,2.209415585e-01,2.134669721e-01,2.330050915e-01,1.568280533e-02,6.692557037e-02,2.048932463e-01,1.716250330e-01,9.209612384e-03,-7.735222578e-02,-9.849379770e-03,3.281827667e-04,-8.379668742e-02,1.339703351e-01,-1.570052654e-02,2.341767550e-01,-2.829402685e-02,-1.108218729e-01,-6.843831390e-02,-1.353094429e-01,1.266813371e-02,7.727736607e-03,-4.813831300e-02,1.443549991e-01,-1.289708763e-01,6.554221362e-02,4.209781811e-02,-1.337458938e-01,3.374481201e-02,1.093726605e-01,-1.938195899e-02,-4.977866262e-02,-6.173605472e-02,9.048048407e-02,-5.006692186e-02,-7.312583178e-02,-3.817775846e-02,-5.112865940e-02,-2.220270783e-02,-7.015129179e-02,-1.104583740e-01,6.343008578e-02,7.483736426e-02,1.109150872e-01,1.814279146e-02,7.542345673e-02,-2.917993255e-02,7.383110374e-02,4.529286921e-02,-1.023050994e-01,5.437949207e-03,2.755217627e-02,1.634302177e-02,-3.812284442e-03,-8.889467269e-02,7.897415757e-02,-3.496392444e-02,-4.002619162e-02,-2.534530498e-02,-6.476199627e-02,-7.170429081e-02,2.782037258e-01,4.981017113e-02,5.755579844e-02,-1.109496728e-01,1.617015302e-01,1.321004778e-01,1.410376877e-01,2.131879628e-01,5.573743209e-02,8.701828867e-02,-2.153939754e-02,7.678424567e-02,5.380665883e-02,-2.615524270e-02,-4.428857192e-02,-7.357159257e-02,-7.712521404e-02,6.320458837e-03,-1.720128395e-02,1.044185311e-01,-2.652861923e-02,-6.512135733e-03,7.909727097e-02,3.144089133e-02,-4.372969642e-02,-8.250904083e-02,1.510876566e-01,5.992484093e-02,1.950160563e-01,-3.563426202e-03,4.364561662e-02,-1.061540097e-01,6.526486576e-02,-4.074468464e-02,-1.488945782e-01,1.460815072e-01,-9.364136308e-02,1.033037826e-01,6.274368614e-02,6.837225705e-02,-8.281932026e-02,-7.848084718e-02,-3.135691211e-02,6.643734127e-02,8.714567870e-02,-6.535503268e-02,-1.027750522e-01,2.962368168e-02,4.966116697e-02,1.112300828e-01,-1.591138095e-01,-1.107475162e-01,2.155737765e-02,4.994421452e-02,-3.347645048e-03,-3.095119726e-03,-2.177914046e-02,-3.457948100e-03,-4.271176457e-02,4.952292144e-02,-1.013470143e-01,-2.357514948e-02,5.349194258e-02,-8.592597209e-03,-1.878488511e-01,-8.125787601e-03,-3.414396942e-02,-8.270999789e-02,-1.455754694e-02,-2.289973497e-01,-1.613715440e-01,-8.098755777e-02,2.657531202e-02,-1.927207410e-01,1.072089896e-01,-1.721613854e-01,-8.683548868e-02,6.824938953e-02,-1.068884274e-03,7.251478732e-02,2.604980767e-02,-1.315267012e-02,-1.516394466e-01,-7.965962589e-02,2.951440169e-03,1.167709008e-01,1.184017509e-01,2.977190539e-03,-5.838679522e-02,-7.228937745e-02,-1.722812504e-01,-7.906912267e-02,-1.701127291e-01,-2.224198543e-03,-1.859447807e-01,-7.539280690e-03,-9.245334566e-02,-3.917954862e-02,2.333286218e-02,1.372816563e-01,-4.064893723e-02,8.010643534e-03,-8.601438254e-02,-1.156640947e-01,-6.916648243e-03,-2.857473120e-02,-8.587893099e-03,-2.078351937e-02,4.012954608e-02,-2.269416302e-02,3.416023403e-02,5.064214766e-02,-1.886825636e-02,6.163689867e-02,-6.269801874e-03,1.146433949e-01,-4.080681503e-02,-2.976948321e-01,5.048205331e-02,-9.003375471e-02,-7.687796024e-04,-4.354260117e-02,1.840974391e-02,-5.406228080e-02,5.051070079e-02,-3.651979193e-02,-5.901702493e-02,-2.313073352e-02,3.078916669e-01,-3.861589939e-04,-1.160836685e-02,5.822932348e-02,1.077394783e-01,5.474064499e-02,2.292888053e-02,3.470921516e-02,-6.181846932e-02,2.953061163e-01,-1.578504965e-02,2.043091878e-02,-7.831548154e-02,-5.856089760e-03,-5.084154010e-02,7.238995284e-02,1.193906879e-03,-2.363283001e-02,1.046543792e-01,4.421111569e-02,7.650767267e-02,-1.256767660e-01,-2.416479439e-01,-8.775625378e-02,1.667585969e-02,-2.380581200e-02,1.248254627e-01,6.090011075e-02,-1.581197977e-02,-7.493107766e-02,-1.761303544e-01,-3.957654163e-02,1.637201309e-01,-3.398780897e-02,1.626087818e-03,-1.397126615e-01,1.479527652e-01,4.380274191e-02,7.212951779e-02,-1.142262574e-02,-1.077137236e-02,1.682709455e-01 +biases1 = -1.721150184e-04,-4.678358164e-05,-2.980012679e-03,9.958534501e-04,-3.419402838e-01,1.548744645e-02,-6.853404921e-05,1.320349332e-02,-2.912015021e-01,-6.400013715e-02,-2.572146244e-02,1.317710131e-01,2.004574239e-02,2.466845140e-02,-5.752212182e-02,-1.040338655e-03,-2.011462003e-01,-6.482224446e-03,1.636498491e-04,-1.204552944e-03,1.252754033e-02,-1.384150983e-05,-2.378962487e-01,0.000000000e+00,-1.394274682e-01,-1.118404092e-03,-2.717082500e-01,-4.652106762e-01,-2.035120279e-01,-5.075732246e-03,-1.490510441e-02,-6.394337863e-02 +weights2 = -4.656347446e-04,1.070906073e-04,-2.984196506e-02,4.287277535e-02,5.234269500e-01,-2.951917425e-02,-7.623524289e-04,-4.438183829e-02,4.465584159e-01,7.839614898e-02,-7.956346869e-02,-1.697140783e-01,-6.905244291e-02,-4.228541255e-02,1.084708869e-01,6.649919786e-03,3.381991684e-01,-3.088915907e-02,-3.830760252e-03,-6.248824764e-03,-5.285340175e-02,5.054644425e-04,3.911995292e-01,-3.064652265e-04,2.929849625e-01,-2.124290168e-02,4.109648466e-01,7.486292124e-01,4.055214524e-01,-5.712281540e-02,9.039935470e-02,3.083385229e-01 +biases2 = -1.368908435e-01 diff --git a/params/D00097.001.txt b/params/D00097.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..eacb756f091ee66a6e902b68b0f3e42cc52aa52a --- /dev/null +++ b/params/D00097.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.052205414e-01,-3.105907738e-01,1.331090331e-01,-2.737422660e-02,-1.141657159e-01,2.709947526e-01,-2.163596898e-01,9.496919066e-02,-2.218234353e-02,5.634703487e-02,-1.119254231e-01,-4.440930858e-02,-1.042218432e-01,-9.600555897e-02,4.365449771e-02,-9.979940951e-03,-1.023310721e-01,-1.407725364e-02,-6.740947068e-02,-7.600305602e-03,2.440949529e-02,1.509177983e-01,1.380285323e-01,-1.038623899e-01,-1.867317110e-01,-2.895342931e-02,-1.104269773e-01,-6.141174585e-02,-4.274987429e-02,1.040641516e-01,-2.109788507e-01,-8.629576862e-02,-1.034453809e-01,8.171464503e-02,-4.206769168e-01,-3.294251859e-02,-9.138633311e-02,-6.744947433e-01,1.281575412e-01,-2.096652091e-01,-2.594676614e-01,3.734017164e-02,-1.159874275e-01,-2.912913561e-01,-2.269913703e-01,-3.047029674e-02,-2.150928527e-01,-2.535124123e-02,3.787580505e-02,2.224593312e-01,1.660282761e-01,-4.573809728e-02,2.101713605e-02,-1.145475730e-01,-4.335691407e-02,9.042885900e-02,1.179606318e-01,-8.390744030e-02,2.488164902e-01,8.917577565e-03,1.907679588e-01,-7.860962301e-03,-7.589513063e-02,2.860144526e-02,7.869874686e-02,-2.428353280e-01,8.478756249e-02,8.309439570e-02,-4.387204722e-02,-2.738698721e-01,-2.635890841e-01,-3.534230217e-02,-8.948454261e-02,2.341608256e-01,1.485735625e-01,-1.076977029e-01,1.180782318e-01,-1.859210134e-01,-9.905404411e-03,1.092684269e-01,-1.324661970e-01,5.716230720e-02,2.623063624e-01,-1.990708113e-01,-1.500527607e-03,-4.987781048e-01,1.693812162e-01,-1.664714664e-01,-1.050327048e-01,-7.871602476e-02,-2.283486873e-01,-1.505840123e-01,-1.868119836e-01,1.701298058e-01,-1.113875657e-01,-5.391432717e-02,-2.455290407e-01,2.497740388e-01,-2.319154143e-01,1.272587180e-01,-2.226827145e-01,-3.923540115e-01,1.347555816e-01,-1.375755668e-01,-1.456279308e-01,-4.226436093e-02,-1.573220491e-01,-1.927460581e-01,-2.478769124e-01,1.279211938e-01,-3.117814660e-01,-1.941657066e-01,2.646373026e-02,-8.465211838e-02,-3.039000928e-01,-1.244872957e-01,1.079914570e-01,7.977399826e-01,-3.429250419e-02,2.119593918e-01,-1.022387017e-02,-1.322250664e-01,1.476280540e-01,6.265453249e-02,1.328505576e-01,-1.423600316e-01,-2.585700341e-02,4.603781924e-02,-9.323132038e-02,-4.254186153e-01,-2.697383463e-01,2.247695476e-01,-7.441521436e-02,1.980116516e-01,-1.612501293e-01,1.215079725e-01,-1.560071111e-01,-6.410457939e-02,5.951822177e-02,1.814495772e-02,1.105427220e-01,-3.677294254e-01,7.756730914e-02,-5.894814059e-02,8.452727459e-03,7.806627452e-02,2.628757358e-01,-3.478145599e-02,-5.700747296e-02,-3.051452935e-01,1.931906641e-01,-2.092639059e-01,9.991889447e-02,-8.009891212e-02,1.100729927e-01,1.886780746e-02,-3.393355608e-01,2.664406300e-01,-4.678109661e-02,-1.241855100e-01,-1.255935580e-01,1.174282879e-01,-4.767891765e-01,2.284185030e-02,-1.797173470e-01,6.555324793e-02,3.024384566e-02,-3.186377883e-02,-1.670924723e-01,2.238352299e-01,-1.257825047e-01,-2.315731198e-01,-1.916369349e-01,1.100007892e-01,-2.651785612e-01,9.221997112e-03,-6.276360899e-02,2.094769627e-01,2.946175337e-01,-3.259598017e-01,1.506077945e-01,-3.262079656e-01,-5.562129989e-02,-8.547813632e-03,-1.276753992e-01,-9.840606153e-02,-1.335213333e-01,-1.938613653e-01,2.363284081e-01,-3.885166720e-02,-2.241430879e-01,8.107824624e-02,-7.195066195e-03,-4.786204994e-01,1.247845031e-02,1.522756219e-01,4.686271772e-02,3.643646836e-01,-2.884370089e-01,1.595170349e-01,-6.397808343e-02,4.288252816e-02,8.447158150e-03,-1.850065403e-02,-3.721767664e-01,-3.822748363e-01,9.527104348e-02,-6.603860855e-02,-1.070140600e-01,2.300906330e-01,-1.111998484e-01,-2.081136853e-01,-1.932738274e-01,-3.931633830e-01,2.360455692e-01,-2.138049453e-01,-4.729412496e-02,-2.239065915e-01,-6.110141054e-02,-2.081908584e-01,3.147159517e-01,4.303410649e-01,-6.973831356e-02,-1.454136223e-01,-4.101788625e-02,1.223071665e-01,-1.799253821e-01,1.286551803e-01,-1.385453939e-01,-6.194084510e-02,4.811038822e-02,-1.122237220e-01,-2.267404348e-01,2.968874872e-01,5.782111362e-02,-1.985147148e-01,1.792007983e-01,8.893647790e-02,-2.130532265e-01,8.181405813e-02,-1.180578023e-01,1.060059369e-01,8.903228492e-02,-1.858340651e-01,1.248857379e-01,-2.762320936e-01,1.090972219e-02,3.878400475e-02,-1.274291612e-02,-1.348087341e-01,-9.406093508e-02,3.651486337e-02,-3.056410253e-01,-1.673215330e-01,-2.709908485e-01,3.670021519e-02,1.386319399e-01,-4.763783813e-01,8.325424045e-02,5.848849416e-01,1.221626326e-01,-5.434406996e-01,-2.481031269e-01,-1.927556843e-01,-1.232488430e-03,2.282377183e-01,-1.940968931e-01,7.881484926e-02,4.151915312e-01,-3.618965447e-01,-5.681314319e-02,1.521433890e-01,9.282413870e-02,1.952172071e-01,-1.982506961e-01,-2.668089569e-01,-1.714200974e-01,-7.045815587e-01,2.941472828e-01,-2.217406631e-01,-2.303180993e-01,-2.094695270e-01,-5.301563442e-02,-3.166477382e-01,2.369653881e-01,5.947031453e-02,-9.607035667e-02,2.457420342e-02,-2.972090542e-01,1.939003617e-01,-3.341341913e-01,-8.660437167e-02,-2.624277174e-01,7.086217999e-01,-1.565812975e-01,2.931829356e-02,-1.353356391e-01,2.609920204e-01,7.115628570e-02,-1.593219340e-01,-2.471732646e-01,1.187478304e-01,-1.955877841e-01,-2.687812150e-01,-2.072671950e-01,6.714169681e-02,2.603302896e-01,-3.449504673e-01,1.520709097e-01,1.725566089e-01,1.164151281e-01,2.573259473e-01,1.559178811e-02,-2.985952497e-01,8.610138297e-02,8.766648360e-03,-5.890090466e-01,1.536613703e-01,-1.099848822e-01,-9.517277940e-04,-2.919232249e-01,-1.298714895e-02,-5.412167311e-02,-7.017923892e-02,-1.013548896e-01,-3.899712563e-01,-3.854773566e-02,-4.196267575e-02,-2.624666691e-01,2.153208405e-01,-1.961202025e-01,-3.097949550e-02,-4.956836626e-02,-1.934454888e-01,5.261324346e-02,-1.558214724e-01,7.646358013e-02,1.202055439e-01,-1.294238120e-01,-3.660695553e-01,-2.780803740e-01,-4.210048616e-01,3.620440364e-01,-2.982175350e-01,-9.200957417e-02,-8.148093522e-02,-5.306306481e-02,-1.686281413e-01,2.287893146e-01,1.793775260e-01,-1.986557245e-01,1.520582139e-01,1.519590616e-01,1.094947010e-01,-8.636371046e-02,7.362478375e-01,-7.551099360e-02,-4.124278128e-01,-2.201166451e-01,-1.370847970e-01,-1.736936867e-01,1.021326259e-01,6.353335083e-02,-1.687338650e-01,-2.213738263e-01,-7.932412624e-02,6.622407585e-03,-1.549229026e-01,-2.090797573e-01,-2.372941375e-01,8.068330586e-02,-4.129518867e-01,2.944959402e-01,8.557651639e-01,-9.698425233e-02,3.494055867e-01,1.775857359e-01,-2.550760508e-01,9.591953456e-02,-2.052479051e-02,-1.415547132e-01,6.332401931e-02,-3.187217414e-01,6.572288275e-02,6.954506636e-01,-6.977166981e-02,1.121976748e-01,-3.638849035e-02,7.841023058e-02,-3.704156578e-01,2.921021357e-02,4.036837444e-02,9.740982950e-02,1.842904538e-01,1.207920611e-01,7.780364156e-02,-2.202418447e-01,7.722281665e-02,7.056784630e-02,-1.482780427e-01,-2.079176456e-01,1.539549883e-02,-1.604643464e-01,-3.115243912e-01,-3.378062546e-01,-5.261542201e-01,1.574050188e-01,-2.561531365e-01,-1.174384654e-01,-3.353947774e-02,-2.465430275e-02,-1.544819772e-01,-2.528131604e-01,-3.877658024e-02,6.673003547e-03,-7.731894404e-02,-4.046362042e-01,5.141441524e-02,1.015171111e-01,3.160116971e-01,-2.342287004e-01,-1.970718503e-01,-1.433612704e-01,-2.807484567e-01,-5.952600837e-01,-2.818666957e-02,5.236921087e-02,-3.541393578e-01,5.516361445e-02,-2.643609792e-02,-1.130247191e-01,-7.882156968e-02,-3.561499417e-01,-1.732469909e-02,-2.419443876e-01,-8.148947358e-02,3.333002329e-01,7.265319824e-01,-3.698582947e-02,3.687497675e-01,2.648832500e-01,-1.413904876e-01,-2.377372533e-01,4.265773669e-02,2.344389558e-01,-4.182088375e-02,-4.225296378e-01,2.111126631e-01,-5.441187620e-01,-1.544164717e-01,-6.550485641e-02,1.245710105e-01,5.662887916e-02,-1.348275095e-01,-2.364525795e-01,2.768540382e-02,-4.412194192e-01,1.706034392e-01,-4.587367177e-02,1.139215976e-01,1.892828643e-01,8.621966839e-02,3.398295492e-03,6.349986792e-02,-7.566516846e-02,3.176908568e-02,-1.395183653e-01,-1.713124663e-01,-4.333468080e-01,-3.138943315e-01,3.743121922e-01,-1.717276126e-01,2.012578994e-01,5.277468264e-02,7.350894809e-02,-2.497990727e-01,-4.149803221e-01,2.692187205e-02,3.035736084e-01,-3.601532802e-02,2.621498704e-01,5.361019447e-02,-3.594748378e-01,2.737072408e-01,-2.228531241e-01,-1.763200201e-02,-1.453422755e-01,-1.379648894e-01,-6.600612402e-01,-9.170712531e-02,-6.924820133e-03,-2.678164840e-01,8.447523415e-02,-3.474050760e-01,-7.227241993e-01,-6.246173382e-02,8.469596505e-02,4.879995808e-02,3.757089972e-01,-3.400077522e-01,4.392561615e-01,9.929170460e-02,1.343365200e-02,1.548878253e-01,5.491809249e-01,-1.504791230e-01,-1.100189015e-01,1.517052297e-02,-4.254779220e-02,2.034907639e-01,-4.252575338e-02,-5.808802694e-02,2.997158766e-01,-5.600761622e-02,9.984768182e-02,2.669122070e-02,-3.972164541e-02,6.058816239e-02,2.654216588e-01,9.809677303e-02,-4.679949284e-01,-1.008128456e-04,-1.053823680e-01,1.459616423e-01,2.819146030e-02,1.007379368e-01,-5.827499628e-01,2.850623988e-02,-3.823311329e-01,3.255198300e-01,-1.957693845e-01,-3.172823191e-01,-3.428400755e-01,1.076324508e-01,2.124567777e-01,5.855894834e-02,-3.286131918e-01,1.109330952e-01,1.183633134e-01,-4.051128924e-01,-1.655361149e-03,1.288727224e-01,-4.180679023e-01,-1.224024147e-01,-3.817974329e-01,-1.508398056e-01,-2.644181550e-01,3.282500803e-01,-1.816228628e-01,-4.597559571e-01,-3.722435534e-01,-1.503030062e-01,-3.980320394e-01,-2.330414578e-02,-8.065667003e-02,-1.441489458e-01,-2.562308908e-01,-4.967966974e-01,-4.737266004e-01,3.880525753e-02,1.917451620e-01,-1.389956623e-01,1.717383265e-01,-1.506473869e-01,4.036810398e-01,-7.555691153e-02,-9.977774322e-02,-1.342223138e-01,8.441783786e-01,-1.062899455e-01,-2.145673521e-02,1.474765316e-02,4.603990912e-02,2.368670404e-01,1.016187072e+00,-3.745290264e-02,-1.387369633e-01,3.142120242e-01,-1.037382111e-01,-6.994922459e-02,-5.492782965e-02,1.890110523e-01,-5.756964535e-02,-4.876836017e-02,-1.246705875e-01,3.065080568e-02,6.861211360e-02,3.712630272e-01,-1.029520705e-01,4.946578741e-01,2.339659482e-01,-1.451053172e-01,-8.595662564e-02,-2.089709044e-01,-3.099434264e-02,-6.161731109e-02,-3.333943784e-01,-2.587786019e-01,1.183281466e-01,-1.049787179e-01,-2.613699734e-01,8.230148256e-02,-1.744109839e-01,-8.521692455e-02,-1.344141066e-01,1.270329058e-01,-4.019025266e-01,-1.738947183e-01,-5.139797926e-01,-1.982872933e-01,2.593863290e-03,1.592823118e-01,-1.124298796e-01,-5.998679623e-02,8.335087448e-02,2.162935585e-01,-1.624370515e-01,-2.823983319e-02,6.100052223e-02,-7.093856335e-01,2.214994282e-01,-3.164994717e-01,-3.047395125e-02,1.357268095e-01,4.656701684e-01,7.232034951e-02,-5.652762204e-02,-1.405592114e-01,3.405373991e-01,-2.372858971e-01,-1.378168613e-01,-1.903139502e-01,1.980322897e-01,-1.031726226e-01,-4.489897192e-02,3.495838121e-02,-1.676205099e-01,-3.351770341e-01,-2.599656880e-01,9.032454342e-02,-4.770310223e-02,2.793831527e-01,-9.214581549e-02,1.400342137e-01,-7.234044373e-02,9.330292046e-02,-1.156274974e-01,-2.842119522e-02,-6.697178632e-02,6.929697841e-02,3.771496937e-02,-3.835576773e-01,-3.185109794e-01,2.207966000e-01,3.075223267e-01,-1.215050370e-01,-4.357970953e-01,1.245021299e-01,-3.269008175e-02,-5.312469602e-02,-2.924170494e-01,-2.617949545e-01,-2.935884595e-01,-1.882280558e-01,-7.616630197e-02,5.188412592e-02,4.798243940e-02,-5.780588984e-01,-1.608858407e-01,-3.336421773e-02,-3.884826601e-01,-1.319340616e-01,-2.229566723e-01,-3.811015785e-01,3.738998175e-01,6.475120038e-02,-1.467584372e-01,2.234857902e-02,3.824219480e-02,-8.087268472e-02,-8.315465599e-02,2.241951227e-02,-1.636275351e-01,-4.204625189e-01,2.236897498e-01,-4.415250719e-01,-2.666253448e-01,-8.056952804e-02,4.332849085e-01,-4.347593337e-02,-4.378112853e-01,-2.646533251e-01,3.511781693e-01,-2.211912274e-01,3.771465421e-01,1.699039042e-01,-1.246388853e-01,-1.628920585e-01,-1.178162172e-02,9.928398132e-01,7.160920650e-02,2.243267000e-01,-1.112629771e-01,2.413375378e-01,7.406999171e-02,-4.007201642e-02,1.080907881e-01,5.558091775e-02,6.554938853e-02,6.555990875e-02,8.985343575e-02,-1.061149761e-01,-3.137983084e-01,5.500249937e-02,-3.718193993e-02,9.021411091e-02,-1.551684886e-01,-8.724033087e-02,-5.347822309e-01,-8.102898300e-02,-1.325872540e-01,-3.427352384e-02,-1.776460409e-01,-4.803686589e-02,-3.562595248e-01,-1.974321753e-01,1.794859022e-01,-2.748078294e-02,-5.516546965e-01,-9.469598532e-03,3.909996152e-02,-3.402567804e-01,-1.954611540e-01,2.889924869e-02,-6.416284442e-01,-1.442488879e-01,-1.996955425e-01,-3.179788888e-01,4.205344319e-01,7.082719356e-02,-2.585562766e-01,4.674735013e-03,2.652349696e-02,-6.886455417e-02,7.791369557e-01,-1.074743550e-02,1.514451802e-01,-2.666153200e-02,-6.891666353e-02,-2.339513749e-01,1.001685977e+00,-1.077257693e-01,-1.511661056e-02,3.714257181e-01,-5.398978591e-01,-1.911781579e-01,3.890820146e-01,-2.398615777e-01,-2.898040414e-01,7.498667389e-02,-2.646619380e-01,-5.354199931e-02,-2.426918000e-01,-1.119248345e-01,2.359869331e-01,2.619691193e-01,-2.833453715e-01,2.401011288e-01,-8.045962453e-02,2.716554999e-01,-4.464646876e-01,-3.771319520e-03,-6.621456146e-02,1.097716764e-01,1.444188207e-01,2.051644586e-02,-3.714878857e-01,7.915034890e-02,-5.048734695e-02,3.242499232e-01,-1.592397392e-01,6.144378781e-01,-5.306165218e-01,-1.432356536e-01,-6.137552857e-01,-1.380311698e-01,5.624383688e-01,2.979234979e-02,-2.983430624e-01,-1.383057833e-01,-1.221366152e-01,-1.588548869e-01,-2.943007350e-01,4.954230413e-02,1.479108632e-01,-5.532429814e-01,-8.246244490e-02,-6.184213236e-02,-5.530990958e-01,-2.881138213e-02,2.343964130e-01,-1.035283208e-01,2.361936420e-01,6.537225097e-02,-9.384992719e-02,5.730158184e-03,-4.188339040e-02,-1.940922290e-01,-4.533764422e-01,7.000479847e-02,-2.351583093e-01,-4.470871016e-02,2.230776101e-01,-9.335902333e-02,-5.110258460e-01,4.489169270e-02,1.870721132e-01,-4.992701113e-02,-5.407357812e-01,-2.047917247e-01,2.982756197e-01,-3.441912830e-01,2.622299641e-02,2.048154473e-01,7.686222196e-01,-2.178442776e-01,4.857991636e-02,-1.152149141e-01,-1.648980230e-01,-4.897299409e-01,1.136346698e+00,3.404577076e-02,-4.672055244e-01,4.838453829e-01,-6.066422462e-01,1.428795606e-01,-8.775802702e-02,-3.423456550e-01,5.021777153e-01,7.554214448e-02,-2.724681795e-01,8.184606582e-02,-1.135495678e-01,-5.488814116e-01,-4.203581810e-01,-1.127045751e-01,-3.523917198e-01,-1.343676914e-02,-4.598633349e-01,-1.708541811e-01,6.891016960e-01,7.904454833e-04,1.289109737e-01,1.462717652e-01,-8.254655637e-03,-2.789093554e-01,-3.949205875e-01,1.020896807e-01,-2.035685033e-01,-8.689301014e-01,1.233483329e-01,8.961154521e-02,-5.955094099e-01,1.212151442e-02,3.319568634e-01,7.392802835e-02,4.510264397e-01,1.274272352e-01,-2.674450278e-01,-4.964214563e-02,-1.920814961e-01,-1.812515557e-01,-1.688237488e-01,-1.497998089e-01,4.376602769e-01,7.124156356e-01,4.358218312e-01,5.172435194e-04,-2.728535533e-01,-5.011299998e-02,3.219545484e-01,-4.068574905e-01,-7.224236727e-01,-3.845726848e-01,6.586093456e-02,-1.217978150e-01,-2.954177856e-01,2.570760250e-01,4.855396152e-01,-5.311442912e-02,-2.102538198e-01,3.172565997e-01,-3.225100636e-01,-7.441431284e-03,7.617321610e-01,-4.163407907e-02,-7.087030262e-02,-3.584481180e-01,-3.071885705e-01,5.203101784e-02,3.291338086e-01,5.358527415e-03,-2.274083160e-02,5.594576895e-02,-2.315682918e-02,1.845101416e-01,-2.341721058e-01,-4.732359052e-01,-2.514268458e-01,4.287722707e-01,1.660832912e-01,5.587059632e-02,-3.856543303e-01,4.391757399e-02,6.257657409e-01,-7.970110513e-03,-5.450397134e-01,-1.336787641e-01,7.905668020e-02,-2.429102957e-01,-2.745512128e-01,-3.135392815e-02,5.037494898e-01,-5.177666545e-01,5.650406480e-01,-2.067605108e-01,-1.958023012e-01,-3.888093308e-02,-3.659079373e-01,-7.977368683e-02,-3.134759516e-02,-1.921038702e-02,2.285782844e-01,-1.428242475e-01,1.889980286e-01,-2.011667788e-01,-8.844918013e-02,-6.078448519e-02,-9.105114639e-02,-5.313549042e-01,8.838674054e-03,-6.936415285e-02,-2.166757882e-01,-4.077683762e-02,5.494190454e-01,3.738530576e-01,-4.763866067e-01,-1.375723779e-01,-1.733011603e-01,-9.601145238e-02,-2.390531749e-01,2.604823411e-01,3.578915447e-02,-1.118199304e-01,-2.677568495e-01,1.133378983e+00,-5.061187148e-01,-1.826580912e-01,-2.115868628e-01,-6.954532862e-02,-2.568781190e-02,3.979560733e-01,7.828285545e-02,-7.738769054e-02,1.107447036e-02,-1.972848475e-01,2.309906036e-01,2.132260203e-01,-7.634138316e-02,1.533145607e-01,-2.876159251e-01,-2.592030168e-01,-6.542210579e-01,-1.123557687e-01,1.149791032e-01,1.023606136e-01,-1.750135571e-01,-4.512218758e-02,-3.068961501e-01,1.834434457e-02,-1.452584416e-01,-1.073529571e-01,-1.079290062e-01,-3.479962647e-01,-1.998734772e-01,5.599601567e-02,2.535246909e-01,-6.489420533e-01,4.135381579e-01,-7.250429690e-02,-5.372922421e-01,-7.031171024e-02,-1.962724179e-01,-2.093174309e-01,2.474069595e-01,1.605169922e-01,1.479571611e-01,1.076249704e-01,-1.999809593e-01,-6.491360813e-02,9.676808864e-02,-8.714299649e-02,1.769565791e-01,-3.845545650e-01,4.616391361e-01,1.197972596e-01,7.819596678e-02,-1.549831033e-02,1.240027472e-01,-1.639288366e-01,-2.080967575e-01,-2.148033381e-01,-1.744976342e-01,-1.699536741e-01,8.313124627e-02,7.233934104e-02,-1.714483798e-01,-1.413268894e-01,-2.324680984e-01,9.043191671e-01,-4.050031602e-01,3.537682071e-02,-1.146579310e-01,-1.093320549e-01 +thresholds = -1.091556430e+00,-8.135933429e-02,-7.557101250e-01,-4.527954459e-01,-6.411592960e-01,-1.468840480e+00,2.521188930e-02,-5.108547807e-01,-1.403137922e+00,-7.591477036e-02,-3.581237495e-01,-1.554372430e+00,-7.348147035e-01,-1.210051328e-01,-1.833419085e+00,-3.714076579e-01 +weights1 = 3.354170918e-01,-2.531540114e-03,-3.806119785e-02,-4.542094842e-02,1.964889467e-01,1.814888441e-03,-3.499075025e-02,-8.678244427e-03,1.889450252e-01,-1.615813933e-02,1.495963633e-01,-5.215170607e-02,2.098199278e-01,-1.988410950e-02,-9.851258248e-03,-4.673232511e-02,-1.811503619e-02,2.401145548e-01,-1.162433531e-02,-2.626251429e-02,-4.555393383e-02,1.391002685e-01,3.132516444e-01,-2.898531780e-02,2.121428028e-02,-3.577311710e-02,-2.747263201e-02,1.573796868e-01,1.707679331e-01,5.189511459e-03,3.981522918e-01,-1.482658926e-02,1.789995097e-02,-9.231914766e-03,2.525652014e-02,-2.117932076e-03,-1.821001619e-02,-2.959631942e-02,-8.985424787e-02,-1.003023237e-02,6.748029031e-03,-1.699003763e-02,5.529855844e-03,-3.211560100e-02,3.444468975e-02,-3.509371355e-02,-4.734973609e-02,1.012820099e-02,2.232211875e-03,1.164353546e-02,-7.319673896e-03,-2.279902622e-02,-1.157202851e-02,2.097587846e-02,8.786205202e-03,-5.245267227e-02,-5.908892676e-02,1.260943152e-02,-3.173056617e-02,2.473572828e-02,1.504214574e-02,7.593902294e-03,1.555706561e-02,-1.629116386e-02,-4.347818196e-01,1.619929262e-02,-7.211810909e-03,1.774404757e-02,-2.253984064e-01,-4.302407429e-02,3.322789073e-02,-2.555019222e-02,-1.832971871e-01,1.408390887e-02,-1.335002184e-01,-3.371763974e-02,-1.996677220e-01,-5.609589443e-02,-2.386274748e-02,2.779868059e-02,-1.310160011e-02,-3.077168465e-01,-5.062682554e-03,1.305080857e-02,-8.587992936e-02,-1.504690796e-01,-3.452303410e-01,2.492453530e-02,-4.360502213e-02,2.535811625e-02,-2.107993700e-02,-1.541531682e-01,-1.236082762e-01,-1.012542285e-02,-3.611564636e-01,-6.608904339e-03,1.280286163e-01,1.861323253e-03,-5.170152988e-03,-1.140997931e-02,1.464840472e-01,-3.687887266e-02,2.451596782e-03,5.367021076e-04,1.129936352e-01,2.877180651e-02,1.675171405e-01,1.382217277e-02,1.097305715e-01,-5.877126008e-03,-3.872503340e-02,1.747283712e-02,1.885251142e-02,1.138238832e-01,-3.426952288e-02,-2.158966381e-03,-1.406043023e-02,1.970885843e-01,1.404302418e-01,1.826804318e-02,-1.233676542e-02,2.029403672e-02,-1.665299176e-03,1.840512753e-01,9.715694189e-02,-1.002583746e-02,1.684774458e-01,1.669861004e-02,3.989518583e-01,-4.261237103e-03,1.381762885e-02,-5.300245434e-02,3.193939030e-01,-3.638816625e-02,-1.150341704e-01,4.185372964e-02,5.794778466e-02,-1.162773697e-05,1.382271647e-01,4.396971688e-02,3.580139279e-01,5.241615698e-02,7.087476552e-02,2.827260876e-03,-3.261532634e-02,3.218055665e-01,1.124270028e-03,-5.098181218e-02,6.488940120e-02,1.366515756e-01,4.306074977e-01,-1.495030359e-03,5.075753853e-02,-5.057753529e-03,6.689837575e-02,1.900625229e-01,7.541597635e-02,-2.412171848e-02,2.495873719e-01,-3.284737095e-02,3.437544778e-02,-2.772655338e-02,-3.524776315e-03,2.637251094e-02,1.303666551e-02,8.413902484e-03,-3.712144680e-03,4.009138420e-02,2.161131985e-02,-1.441690791e-02,2.595239878e-02,-1.178273652e-02,1.468179375e-02,6.708075292e-03,-3.537413478e-02,-3.610926121e-02,-2.242698148e-02,2.382488921e-02,-2.366226632e-03,-1.346530276e-03,1.209689397e-02,1.671236008e-02,1.513989922e-02,9.269683622e-03,-8.981810883e-03,5.866781995e-02,2.109321766e-02,2.210676484e-02,1.256275689e-03,2.171084657e-02,8.161964826e-03,1.115056593e-02,-4.557857215e-01,4.626347218e-03,-4.052341916e-03,6.121611223e-02,-2.523410618e-01,1.794560626e-02,-4.762842506e-02,-2.720884793e-02,-7.326309383e-02,2.365847491e-02,-8.762138337e-02,-2.485291567e-03,-2.895729542e-01,-1.606899127e-02,-1.817375049e-02,2.521149442e-02,1.033552922e-02,-3.194617033e-01,-3.323245794e-02,-1.679563895e-02,-2.871283330e-02,-1.323392391e-01,-2.975092530e-01,-1.433766447e-02,-4.557299241e-02,3.762356937e-02,-3.343566507e-02,-1.102578416e-01,3.742681118e-03,2.454736829e-02,-1.504693925e-01,-4.415017366e-02,-1.872636378e-01,2.752250293e-03,4.510636255e-02,-4.181822762e-02,-9.840615839e-02,-3.232713416e-02,1.967100613e-02,4.562497884e-02,-9.399889410e-02,4.100480303e-02,-1.032505557e-01,9.477368556e-03,-1.098183095e-01,5.042043701e-02,4.422378913e-02,4.612188041e-02,-2.972150408e-02,-1.524400264e-01,3.574281931e-03,4.423291236e-02,7.187323272e-02,-9.304463863e-02,-1.014873832e-01,-1.390998841e-05,5.720337108e-02,1.293499023e-02,3.796231002e-02,-1.453738064e-01,-6.393726915e-02,-1.278087776e-02,-1.043493450e-01,-2.472063154e-02,1.361501664e-01,2.092696814e-04,-1.340572089e-01,-7.488434762e-02,1.032831296e-01,-2.243088745e-02,-7.174347341e-02,-1.394881904e-01,2.091657817e-01,-1.273598522e-01,2.756859958e-01,-1.572036594e-01,1.313493699e-01,-1.509198844e-01,-1.432150304e-01,-3.110412881e-02,-1.183220884e-03,1.099157557e-01,7.689055987e-03,-1.299881935e-01,-1.592646241e-01,2.295084894e-01,-7.379232347e-02,-7.806365937e-02,-1.280891299e-01,-7.518029958e-02,-1.647198796e-01,3.261972368e-01,2.336290479e-01,-7.473061327e-03,9.677033871e-02,1.663058810e-02,-1.212992147e-01,-3.117413446e-02,-4.778805375e-02,-3.621939337e-03,-8.530122787e-02,1.287951507e-02,-2.657350153e-02,-5.886507407e-02,-7.619263977e-02,-1.802542806e-02,-2.317725681e-02,-6.165841967e-02,-9.593892843e-02,-2.291536890e-02,-4.698714614e-02,2.483404940e-03,3.268465400e-02,-1.029487252e-01,-4.506762780e-04,-5.754054710e-02,-4.927638918e-02,-3.847647086e-02,-6.669206172e-02,-3.922077268e-02,-3.126521036e-02,-1.444146223e-02,-2.635553246e-03,-4.643146694e-02,-3.878541291e-02,-5.294826799e-10,-9.353492409e-02,-4.320983293e-10,3.363208175e-01,-9.863169864e-03,9.352019057e-03,-5.502826720e-02,3.602371514e-01,-3.524278756e-03,-1.220273748e-01,1.417369489e-02,1.541650891e-01,-2.682845853e-02,1.377807856e-01,-2.420176566e-02,2.495591640e-01,4.329199903e-03,1.735087298e-02,-3.042655811e-02,5.865380634e-03,3.284870386e-01,6.685768603e-04,-1.015067175e-01,2.510457672e-02,1.936948448e-01,3.524369597e-01,-3.717556223e-02,9.124492295e-03,-4.126730934e-02,2.464845777e-02,2.545258701e-01,1.995888501e-01,-2.684610523e-02,2.905142605e-01,2.037286758e-02,4.120891169e-02,2.180053294e-02,2.712644869e-03,1.929585449e-02,3.163499385e-02,-3.236360848e-03,-7.511129230e-02,-2.801088616e-02,-2.979524620e-02,1.239958219e-02,8.095536381e-03,-2.512615360e-02,-5.719975103e-03,8.027789183e-03,-2.075733803e-02,-1.111359894e-02,-2.273648977e-02,2.256964706e-02,2.054420300e-03,-4.750775918e-02,-2.229129896e-02,1.532530226e-02,7.345812768e-02,-2.224275284e-02,-4.744642973e-02,-2.760256454e-02,-3.065765835e-02,-1.607607678e-02,1.428406918e-03,4.256005865e-03,1.645548269e-02,-2.579026669e-02,-2.324384153e-01,-3.047561832e-02,3.810480237e-02,3.123687394e-02,-2.180903107e-01,-1.367609296e-02,-4.487155005e-03,1.385509409e-02,-2.414227277e-01,2.681252081e-03,-2.207688987e-01,4.439873993e-02,-2.194870263e-01,1.570146903e-02,-3.021073760e-03,4.800076038e-02,2.405798621e-02,-2.889298499e-01,1.735205017e-02,7.132411003e-03,2.757822163e-02,-2.169381976e-01,-3.378525674e-01,5.095702782e-02,1.236181334e-02,4.222591966e-02,4.286109656e-02,-2.351339459e-01,-1.702819616e-01,3.043168224e-03,-1.899971515e-01,-2.382617071e-02,3.114542179e-02,2.267652936e-02,1.136277989e-02,3.106848523e-02,5.795939639e-02,-1.306255441e-02,8.613502979e-02,8.157289773e-02,8.440043032e-02,3.645475581e-02,4.212190211e-02,5.867712572e-02,4.560925008e-04,7.001951337e-02,6.390401721e-02,3.250163794e-02,-5.956638604e-02,1.209169999e-02,-1.348869526e-03,7.343756407e-02,4.916554317e-02,7.627411932e-02,2.614393644e-02,5.449635535e-02,9.074991196e-02,3.139697015e-02,9.603944421e-02,7.871654630e-02,4.083113000e-02,5.773604847e-03,9.812749177e-02,7.067992818e-03,1.222463697e-01,7.413155865e-03,-1.133555546e-01,-3.341401368e-02,1.029129028e-01,-5.538351834e-04,-7.809829712e-02,-1.246074513e-01,1.658332348e-01,-6.705154479e-02,2.049141675e-01,-1.099248976e-01,1.378429383e-01,-1.124788299e-01,-1.302409321e-01,-4.429821670e-02,-4.095012322e-02,1.080691591e-01,-2.154140733e-02,-5.160611868e-02,-1.083027050e-01,2.075524330e-01,1.045520902e-01,-1.225861982e-01,-1.743781269e-01,-7.460975647e-02,-1.250704676e-01,1.682239473e-01,1.591837257e-01,-5.779531319e-03,1.578539610e-01,2.168787643e-02,-5.362051353e-02,-8.225681260e-03,-3.405697644e-02,1.900369884e-03,-8.445090055e-02,-4.101728648e-02,1.457832102e-02,-2.681666985e-02,-4.159726948e-02,-1.363255456e-02,-4.571878910e-02,-6.890613586e-03,-7.242238522e-02,-2.086212859e-02,-3.329101205e-02,3.324368596e-02,2.561531262e-03,-7.156313211e-02,-3.755309805e-02,-4.332018550e-03,-1.365623809e-02,-1.311220974e-02,-5.226548389e-02,-9.767573792e-04,-5.671139807e-03,-1.758692227e-02,6.946532987e-03,-3.504211083e-02,1.319715194e-02,-2.162829228e-02,-9.081879258e-02,3.184459172e-03,2.823708355e-01,1.974606141e-02,-9.109223634e-02,-6.811473519e-02,2.964513004e-01,2.514761500e-02,-1.276403517e-01,-7.270248979e-02,2.539250553e-01,-6.850924343e-02,2.976913452e-01,-6.311164051e-02,1.446932107e-01,-1.029933617e-01,-4.698428139e-02,-2.120188251e-02,3.769125324e-03,1.763452590e-01,-1.168724964e-03,-1.309685856e-01,-4.646950588e-02,2.444743663e-01,7.619643956e-02,-7.652887702e-02,-6.875237823e-02,-6.522995234e-02,-5.862342194e-02,2.317947000e-01,2.280291617e-01,-2.148855291e-02,3.068871200e-01,1.629918115e-03,2.998141013e-02,-3.261276335e-02,-1.516603865e-02,-2.689155750e-03,-9.604373947e-03,5.960634910e-03,-3.952772543e-02,1.340900641e-02,-9.325720370e-03,-1.564289257e-02,3.802306578e-02,-4.890690092e-03,5.029015243e-03,-3.358387202e-02,-1.214955561e-02,-9.048689157e-03,3.369384445e-03,2.395179588e-03,-4.653268959e-03,-1.500817481e-02,-1.344111376e-02,5.368812010e-03,3.523992375e-02,-1.484786626e-02,-3.876742907e-03,-3.973501176e-02,2.843415737e-02,-2.527275123e-02,2.552740648e-02,4.540776089e-02,5.582347885e-02,-8.779881522e-03,-1.876424849e-01,-2.241090126e-02,6.144393608e-02,2.487736382e-02,-8.390058577e-02,-2.110796422e-02,7.562221587e-02,1.022032648e-01,-1.416575462e-01,5.061008036e-02,-1.449347287e-01,5.058251694e-02,-1.112230644e-01,7.484097034e-02,7.452159375e-02,3.735719994e-02,-2.207773551e-02,-2.040620297e-01,-5.343681201e-03,9.502092004e-02,3.673142195e-02,-9.165287018e-02,-1.353077739e-01,7.585425675e-02,6.697148830e-02,3.006614000e-02,4.934705049e-02,-8.841785789e-02,-9.037076682e-02,-2.665249398e-03,-4.601627588e-02,3.065827675e-02,-9.199077636e-02,-1.760581881e-02,3.123756498e-02,7.935328409e-03,-4.259277880e-02,-1.820336655e-02,-6.134692580e-03,2.290278859e-02,-1.451075170e-02,4.550097883e-02,-8.811890334e-02,4.499112815e-02,-2.740201168e-02,4.514316842e-02,5.667401105e-02,-1.041621622e-02,-1.793489233e-02,-7.380810380e-02,1.346136909e-02,-8.710545488e-03,5.524839833e-02,-2.530417033e-02,-6.696873903e-02,4.542916268e-02,7.273767143e-02,2.082038112e-02,4.562960938e-02,-4.740194976e-02,-4.334495217e-02,-9.808269097e-04,-5.072928593e-02,-1.207031496e-02,2.023429871e-01,-3.611860797e-02,3.077345714e-02,-1.401515491e-02,2.674430609e-01,-2.863560058e-02,9.990367107e-04,9.736760519e-03,1.930408776e-01,2.182837762e-02,2.194152325e-01,7.757987827e-02,1.392413676e-01,2.509853803e-02,4.672832787e-03,1.419193577e-02,8.059114334e-04,2.550612986e-01,3.928339574e-03,1.944770664e-02,5.941801146e-02,2.526057363e-01,1.368092746e-01,1.267420128e-03,2.549841441e-02,2.966347151e-02,4.170984030e-03,2.395665199e-01,1.541671902e-01,-1.742228121e-02,1.937710941e-01,-1.490992773e-02,-2.864768542e-02,-1.693703420e-02,-1.566122659e-02,-1.767733507e-02,-6.871802267e-03,1.542229019e-02,-8.523163386e-03,-8.400843479e-03,4.450714216e-03,-1.504378859e-03,-3.956285864e-02,3.724779934e-03,-1.383058028e-03,1.954934187e-02,3.272743896e-03,-1.458396763e-02,2.506339736e-02,1.028423291e-02,-4.563216865e-02,2.724302001e-02,-1.470093802e-02,-9.867233457e-04,-2.799563482e-02,-6.803054828e-03,-1.483854372e-02,1.062224153e-02,1.471156161e-02,-1.614366472e-02,-2.497312240e-02,5.516612437e-03,-1.092570461e-02,-2.986573489e-10,3.284882009e-01,-4.958774894e-03,-1.201824248e-01,-8.751174808e-02,4.523880184e-01,-9.797889739e-03,-1.171228066e-01,-1.056637913e-01,2.866317928e-01,-1.070250198e-01,3.100477159e-01,-8.963478357e-02,3.426475227e-01,-1.111951843e-01,-1.320363730e-01,-7.508031279e-02,-9.718304500e-03,2.666831911e-01,-2.134914696e-02,-1.046671122e-01,-1.122612879e-01,3.395753205e-01,1.923101842e-01,-8.727461845e-02,-6.803735346e-02,-9.323453158e-02,-1.063075736e-01,3.328408301e-01,3.473226130e-01,7.575110532e-03,3.875357509e-01,-1.013273560e-02,5.828361213e-02,-4.309239239e-02,-4.582236707e-02,-1.281290501e-02,1.621885039e-02,-3.261592705e-03,-6.770700961e-02,-3.485455364e-02,-2.356893010e-02,-3.436385840e-02,-1.593022048e-02,-3.438897803e-02,1.521475520e-02,-2.517346293e-02,1.162461564e-02,1.924719848e-02,-2.568142116e-02,3.769318759e-02,-8.552360232e-04,-1.796365902e-02,-4.140566289e-02,-1.265027188e-02,3.900877014e-02,-3.417915199e-03,-1.174766291e-02,-5.943628028e-03,3.467342118e-03,-2.015249338e-03,2.944543958e-02,-7.307667751e-03,-1.180461049e-02,2.445137873e-02,4.528054893e-01,-8.622841910e-03,3.370912001e-02,9.636313654e-03,2.384315431e-01,-3.001546720e-03,-8.410705626e-02,3.222416714e-02,1.042845696e-01,6.422927603e-03,1.103808284e-01,5.884911492e-02,2.507140934e-01,3.181904554e-02,1.345637348e-02,-1.000500191e-02,4.426579457e-03,1.751787066e-01,-8.606677875e-03,-4.106734693e-02,6.761819124e-02,1.871306747e-01,2.509738803e-01,4.425755236e-03,8.142610081e-03,-2.534052823e-03,2.035304345e-02,1.631671190e-01,1.776702404e-01,-2.163342014e-02,2.756098509e-01,-3.482756205e-03,1.281773392e-02,-5.163785070e-03,8.354726247e-03,-5.165897310e-03,3.735696152e-02,1.177464239e-02,-8.000421338e-03,-4.253797233e-02,1.087153796e-02,2.807715908e-03,8.519413881e-03,2.030363493e-02,2.330425568e-02,4.531823564e-03,1.445142739e-02,-2.561398037e-02,-4.825642332e-03,1.555081457e-02,-1.340075117e-02,4.643274099e-02,1.123095490e-02,-1.840586402e-02,1.663486124e-03,2.668873174e-03,-1.850084215e-02,-3.083624179e-03,1.488502021e-03,3.178976849e-02,3.154765442e-02,1.354472978e-09,2.596076205e-02,2.591809817e-02,-3.598993123e-01,1.404451090e-03,-5.828314461e-03,4.331964999e-02,-3.678819239e-01,-1.420678478e-02,2.565995790e-02,-3.673810139e-02,-1.979146302e-01,6.480805110e-03,-2.034677267e-01,-3.862876445e-02,-2.311221212e-01,-2.204264514e-02,-2.551054582e-02,4.217818787e-04,-2.490426786e-02,-3.765861094e-01,-1.866790280e-02,-4.912180360e-03,-5.096782371e-02,-1.668882072e-01,-3.164981008e-01,1.854262128e-02,-1.835774817e-02,3.684667870e-02,-7.934340835e-02,-2.074245811e-01,-1.951972246e-01,-9.211968281e-04,-2.665081620e-01,-1.978485100e-02,1.140643954e-01,-1.970521361e-02,4.140145332e-02,1.237901300e-02,1.184617281e-01,-6.116897799e-03,5.562803894e-02,6.062498782e-03,1.406030208e-01,1.845875010e-02,1.024563909e-01,-2.167986333e-02,1.300723106e-01,-7.848900743e-03,5.211002380e-02,-3.239602223e-02,2.259790152e-02,7.138075680e-02,1.654528268e-02,-2.021926083e-02,1.487668417e-02,5.558068678e-02,6.788677722e-02,5.236480758e-02,4.807936773e-02,-2.773136832e-02,-6.584802642e-03,1.170844361e-01,2.589062229e-02,8.595113643e-03,1.319959313e-01,-3.766244650e-02,3.339604437e-01,-7.311746478e-03,-3.260801733e-02,-7.447379827e-02,3.368197083e-01,-6.132653728e-02,-1.715499312e-01,-3.712539747e-02,2.599507868e-01,-5.656003579e-02,1.822410077e-01,-4.151163995e-02,2.100307047e-01,-3.257469088e-02,-3.331580013e-02,-8.815449476e-02,1.239127134e-09,2.792096138e-01,9.586046217e-04,-1.195150688e-01,-5.193289369e-02,1.745925248e-01,4.921452999e-01,-6.326004118e-02,-6.092663482e-02,-5.440517142e-02,-4.799386114e-02,2.677079439e-01,1.493560970e-01,9.984524222e-04,3.121114075e-01,-6.961527746e-03,6.140505895e-02,2.380100455e-07,-1.977009512e-02,1.545229228e-03,-2.629660070e-03,-1.289975084e-02,-4.212511703e-02,-4.007022083e-02,1.860334165e-02,-1.834439859e-02,3.070582822e-02,-3.552765399e-02,2.691837773e-02,-2.446475672e-03,4.584539216e-03,-2.143107704e-04,1.984864101e-02,4.566337168e-02,4.393122159e-03,-7.155688107e-02,-4.586765170e-02,1.318767015e-02,3.562600166e-02,-5.467533134e-03,-1.635612734e-02,-2.011676505e-02,-4.331263155e-02,-1.425144821e-02,-3.587533254e-03,1.674552448e-02,6.280327588e-02,-8.435104974e-03,1.997740865e-01,-1.776081137e-02,-4.236872867e-02,4.387315363e-03,1.206809804e-01,1.118412986e-02,-6.906335801e-02,-5.195073783e-02,4.693161696e-02,-4.224753007e-02,1.017848700e-01,-3.459450975e-02,1.305749863e-01,-4.571813717e-02,-2.498718910e-02,-3.602324426e-02,1.177281700e-02,7.017087936e-02,-1.442148932e-03,-5.295316875e-02,-7.480230182e-02,8.759067953e-02,1.413118392e-01,1.337535586e-02,-5.562806502e-02,-5.184020381e-03,-7.405495644e-02,1.203844324e-01,8.101380616e-02,1.260048058e-02,1.613997072e-01,-2.850840241e-02,2.238612622e-02,9.566311724e-03,-1.095357002e-04,1.484545181e-03,2.349001914e-02,2.414235100e-02,-1.740634814e-02,-2.332587168e-02,-1.074734610e-03,3.726321831e-02,-7.666123100e-03,-1.760819927e-02,-1.723085530e-02,-1.591256075e-02,2.257569460e-03,-1.175687276e-02,1.241072356e-09,-1.524144784e-03,-7.034493145e-03,-1.342940982e-02,-2.050467883e-04,2.601337433e-02,-4.478196613e-03,-2.891568292e-04,2.871896513e-02,2.556861751e-02,-1.644970104e-02,-1.020839158e-02,7.472920697e-03,2.091187611e-02,-8.283574134e-03,2.416757867e-02 +biases1 = -5.392414927e-01,-2.077383106e-04,1.898413152e-01,5.696154758e-02,-3.709324598e-01,0.000000000e+00,3.210794032e-01,2.384603173e-01,-1.697953641e-01,1.174921617e-01,-2.149011791e-01,2.489535809e-01,-2.953205705e-01,2.589133680e-01,2.302996516e-01,4.201618955e-02,-1.272344252e-05,-4.194248021e-01,-1.208163758e-05,3.392428756e-01,3.187519312e-01,-1.636227816e-01,-4.943421781e-01,9.970486909e-02,2.894739509e-01,6.426671147e-02,2.677016854e-01,-2.296665013e-01,-1.271918565e-01,-1.180812344e-02,-4.295729101e-01,5.227351721e-06 +weights2 = 5.086650252e-01,-7.447682787e-03,-7.641637325e-02,-7.608654350e-02,3.379265368e-01,9.327708744e-03,-1.017164961e-01,-8.343836665e-02,2.109091282e-01,-7.570524514e-02,2.319374979e-01,-8.477786183e-02,3.113386929e-01,-8.522785455e-02,-8.054477721e-02,-7.437182218e-02,-3.740386572e-03,4.184020758e-01,5.772209726e-03,-9.848412126e-02,-1.003321856e-01,2.052648515e-01,4.512888193e-01,-7.365703583e-02,-9.050823003e-02,-7.810729742e-02,-9.139066935e-02,2.524513602e-01,2.641183138e-01,-2.039661631e-03,3.568302095e-01,-3.253665927e-04 +biases2 = 1.569911838e-01 diff --git a/params/D00098.001.txt b/params/D00098.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6da1b3c79d325518d081ff709472eddcf9da6e0 --- /dev/null +++ b/params/D00098.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 2.341657579e-01,7.844901085e-02,-1.308150440e-01,2.304393947e-01,1.396444589e-01,-9.679850191e-02,-1.116748303e-01,4.046315551e-01,-2.051495463e-01,-8.235483617e-02,1.173899621e-01,-9.854156524e-02,1.657164544e-01,9.549429268e-02,3.088396974e-02,-8.764420450e-02,-1.270913780e-01,-1.326290816e-01,6.537586451e-02,-5.853767321e-02,-6.597231328e-02,-1.400844306e-01,-2.107151039e-02,-1.861121655e-01,7.533255965e-02,-2.873989521e-03,-7.924365997e-02,-2.662645467e-02,-9.995307773e-02,-8.343664557e-02,-8.145018667e-02,-3.259695321e-02,-1.723400354e-01,-7.251805812e-02,-3.469893243e-03,-3.240323067e-01,-1.216057166e-01,2.185571790e-01,1.647079587e-01,-1.092772260e-01,3.739009425e-02,3.449038044e-02,-2.350843996e-01,1.642435938e-01,-2.062746733e-01,-7.760734856e-02,-1.393948346e-01,7.652281225e-02,-7.620376348e-02,-5.046204478e-02,4.303966090e-02,7.504383684e-04,-4.351639375e-02,3.674300760e-02,-2.278842591e-02,-1.951477230e-01,8.447688818e-02,2.911294438e-02,-6.131536514e-02,-2.932817116e-02,2.800201997e-02,-1.063762084e-01,-3.043300100e-02,4.791966081e-02,-2.790676989e-02,-1.311369240e-01,-6.647422165e-02,-1.119048595e-01,-5.372245237e-02,-9.443986416e-02,-1.620468050e-01,-1.064811423e-01,-1.885738373e-01,-2.469627261e-01,2.133051753e-01,-1.238889843e-01,1.158700958e-01,3.905412257e-01,2.083572894e-01,-9.050116688e-02,-1.772026718e-01,5.569799989e-02,4.069738090e-02,-4.269937426e-02,-1.355945617e-01,-1.783539169e-02,5.673537031e-02,2.084889114e-01,6.965238601e-02,1.083922237e-01,-2.443301678e-01,2.790243179e-02,-1.367947310e-01,-1.730161458e-01,-5.852875113e-02,1.934432834e-01,-4.574000463e-02,-6.729818135e-02,-1.306442767e-01,-1.491858810e-01,1.181620210e-01,2.493498623e-01,1.920488477e-01,-1.828149408e-01,1.413254887e-01,2.294499613e-02,-1.873231530e-01,6.045629084e-02,9.250338376e-02,-2.434563190e-01,-1.916084141e-01,-8.439522982e-02,1.088214070e-01,-3.539424390e-02,1.302209049e-01,1.547372043e-01,-2.095345035e-02,-1.193230525e-01,-7.736847550e-02,-4.035896156e-03,-3.056346811e-02,9.332823753e-02,-3.990373388e-02,4.530021176e-02,-1.838214695e-01,-1.454175115e-01,-1.800372452e-01,-1.464053337e-02,-5.896246806e-02,1.345129907e-01,3.467571735e-02,1.451905072e-01,2.187740952e-01,-2.227100432e-01,-3.108765483e-01,-6.946542859e-02,-2.408073097e-01,-1.622594744e-01,6.668772548e-02,-1.419779211e-01,2.702030838e-01,-2.286844999e-01,1.283766627e-01,2.578852233e-03,-3.273127079e-01,2.688964363e-03,7.115056366e-02,-2.807781994e-01,-1.624933183e-01,5.251937732e-02,7.994201034e-02,2.949425019e-02,1.276310384e-01,1.018713564e-01,1.124072894e-01,9.881238453e-03,-8.356770128e-02,-1.008104086e-01,4.102527350e-02,7.524985354e-03,3.045149446e-01,-2.252599746e-01,-1.656775326e-01,-8.817972243e-02,-1.414853781e-01,2.718442380e-01,1.651587039e-01,-3.996419546e-04,-5.663440004e-02,-3.675146773e-02,-2.230014950e-01,7.527537644e-02,-2.397124171e-01,4.585402310e-01,-2.504829466e-01,-4.488549195e-03,-5.908007547e-02,-8.941651881e-02,3.384347633e-02,7.366559654e-02,-6.737048272e-03,-8.356098086e-02,7.452589273e-02,-4.545322806e-02,1.607265919e-01,7.451159507e-02,-2.144618332e-01,6.721282750e-02,-5.928301811e-02,-3.002146780e-01,-1.400927603e-01,-1.624036930e-03,4.310829341e-01,-3.629934043e-02,2.340729348e-02,-7.071914524e-02,-1.208448187e-01,-2.215805501e-01,-1.227718070e-01,-8.012660779e-03,1.197072212e-02,-4.151672497e-02,2.194379270e-01,-1.553024650e-01,3.490597755e-02,5.631129742e-01,1.226187870e-01,-1.960835792e-02,-2.310952544e-01,3.404419869e-02,1.424384955e-02,-3.268445730e-01,1.141553279e-02,3.776161745e-02,6.847942621e-02,-2.198884785e-01,5.051724613e-02,6.242483482e-02,6.432013214e-02,2.303555608e-02,-1.778670703e-03,-2.929908037e-01,-8.283216506e-03,3.931902722e-02,-1.245072633e-01,-2.085868269e-01,-2.002806775e-02,3.826446235e-01,-2.526799031e-02,2.798917890e-01,9.495053440e-02,2.213136703e-01,-1.631332040e-01,-1.104660928e-01,-5.092290044e-01,1.055887565e-01,-1.499284953e-01,-2.321061492e-01,-2.689814568e-01,-1.003182586e-02,-2.167153060e-01,3.410264850e-02,-4.533187672e-02,-1.363653094e-01,4.164611921e-02,-7.782167196e-02,-3.077416681e-02,-7.921390235e-02,9.139514714e-02,6.647468358e-02,-3.360809758e-02,3.747631237e-02,3.173592966e-03,-2.096343338e-01,-6.687181443e-02,-6.006719079e-03,-3.425515294e-01,-6.322921067e-02,-1.791985929e-01,6.008146405e-01,3.460133821e-02,-1.554695070e-01,-1.530506928e-02,-6.827987731e-02,-3.934137523e-02,-4.820429534e-02,8.014914393e-02,-7.483761013e-02,1.628110260e-01,-1.745849103e-02,1.416668445e-01,3.084193729e-02,3.111482859e-01,-2.336000204e-01,-4.225333780e-02,-3.201443255e-01,-1.427948624e-01,6.876585633e-02,-7.053196430e-02,-8.757354319e-02,-7.542072795e-03,7.105419040e-02,2.894217670e-01,-3.017304232e-03,-2.297765166e-01,8.467435837e-02,-1.697806865e-01,9.731232189e-03,-1.824906170e-01,-8.087548194e-04,-1.217964962e-01,-1.807212532e-01,2.660218254e-02,1.155167595e-01,-3.345286474e-02,2.034115344e-01,4.303233698e-02,-1.207920834e-01,-7.463083267e-01,-1.626501046e-02,2.603760920e-02,-3.533180654e-01,-7.930313051e-02,-4.773680866e-02,7.194340229e-02,1.199947298e-01,3.161953986e-01,-2.494415939e-01,-1.011557132e-02,-1.036483143e-02,1.287592947e-01,-1.331625283e-01,-4.780612886e-03,7.579664886e-02,1.185930222e-01,1.046211198e-01,-7.174204290e-02,1.160411015e-01,-1.146325916e-01,1.087692566e-02,1.825634837e-01,-4.791395739e-03,3.908759914e-03,-2.091461420e-01,1.601769030e-01,1.461789161e-01,-3.574862331e-02,5.245212466e-02,1.125842333e-01,1.158708706e-01,-9.111658484e-02,5.221151561e-02,-4.472737014e-02,2.852510214e-01,3.319213539e-02,3.775026649e-02,-3.594586849e-01,-3.612500429e-01,2.717621922e-01,2.701328397e-01,-1.692466885e-01,-7.642677426e-02,9.588793665e-02,-7.484400179e-03,-7.723933458e-02,-3.290593624e-02,-5.508211851e-01,-2.973160893e-02,-2.093733102e-01,-6.191509962e-01,-1.925629228e-01,7.496272679e-03,3.917090222e-02,4.224715829e-01,-2.139904797e-01,-3.502863646e-01,-4.818717018e-02,-5.144921690e-02,-6.367059797e-02,-1.631989926e-01,-1.082153469e-01,-7.460890710e-02,4.076741636e-01,-2.769682789e-03,3.649697304e-01,1.470808834e-01,1.044805497e-01,-7.946132869e-02,-3.271538066e-03,-2.334250361e-01,-8.758442849e-02,1.388155222e-01,-3.602570668e-02,-4.833469284e-04,1.206569467e-02,3.211429715e-02,6.441211700e-02,-3.085864335e-02,-2.357837185e-02,-8.615329862e-03,-2.234139889e-01,1.498187333e-02,-1.664115638e-01,3.886933997e-02,1.344276518e-01,4.601917863e-01,4.094185308e-02,-8.713152260e-02,-7.600088418e-02,-1.022240147e-02,-1.239624992e-02,-6.781172752e-02,1.125873476e-01,1.873971671e-01,-2.461304665e-01,1.086947024e-01,3.957889378e-01,2.053689212e-01,3.872803450e-01,1.164730117e-01,-9.985208511e-02,-1.923429072e-01,-9.133727849e-02,-2.980299890e-01,-7.516974956e-02,4.528113455e-02,-2.382114343e-02,1.144131273e-01,-7.113914192e-02,-1.298334543e-02,-4.471492171e-01,-3.001347370e-02,-3.620918989e-01,-5.413997769e-01,-1.576224342e-02,-8.246850967e-02,-1.759738922e-01,-2.628912926e-01,-8.074510843e-02,1.296779215e-01,6.700998545e-02,3.287134320e-02,-5.588243902e-02,-1.757474989e-01,-1.830492467e-01,-1.542978883e-01,8.517427444e-01,-2.346355468e-02,-1.110047176e-01,1.138608977e-01,-4.897105694e-01,-5.105483904e-02,-8.183246246e-04,-1.819532216e-01,1.048561707e-01,1.055332571e-01,-7.244241424e-03,-5.044039711e-02,1.008369401e-01,4.286603630e-02,1.336459517e-01,-4.138898849e-02,-4.170742631e-01,-4.462974891e-02,-3.547453880e-02,4.997512326e-02,-1.028368399e-01,2.026485465e-02,4.339266196e-02,-3.165560365e-01,1.591265947e-01,1.669568717e-01,6.269360334e-02,2.424772829e-01,4.637970030e-02,-5.298093706e-02,2.035426199e-01,2.278765738e-01,5.938401818e-01,4.664785415e-02,3.564538062e-01,2.510620356e-01,6.171621848e-03,1.304157823e-01,-2.235673368e-01,2.382129133e-01,-4.883774370e-02,-3.756036460e-01,-1.506203562e-01,-1.198145747e-01,-1.434186008e-02,-1.933618635e-02,-7.196183503e-02,-6.701493263e-02,-4.542523623e-02,-1.202977076e-01,-4.206945002e-01,-2.335917056e-01,8.588547260e-02,-6.142223626e-02,4.897113144e-02,-1.024125516e-01,-9.379074723e-02,-9.021645039e-02,-4.205018282e-02,-7.487179339e-02,-4.830109328e-02,1.358302981e-01,-1.091482118e-01,-1.775553226e-01,-5.054832697e-01,3.997009713e-03,-6.558936089e-02,-2.366870642e-01,-4.437389374e-01,-3.806867823e-02,-9.817304090e-03,4.207662307e-03,-4.296349362e-02,1.478313357e-01,3.822042421e-02,-2.960517630e-02,2.572775446e-02,-1.486238390e-01,-3.041116707e-02,-6.442338228e-03,-3.010018170e-01,8.015887439e-02,1.863461360e-02,4.777716473e-02,1.309626251e-01,-2.636921592e-02,1.092600822e-01,7.983816415e-02,1.718062162e-01,-3.020136654e-01,4.493596405e-02,2.485967986e-02,1.350255609e-01,-1.501869112e-01,1.190068666e-02,9.803561121e-02,-7.054245472e-02,1.545922905e-01,-6.767473370e-02,-1.098214388e-01,6.219533831e-02,6.237618253e-02,-1.913284324e-02,-4.100437164e-01,-5.640967563e-02,-2.954174280e-01,-6.685334444e-02,4.854772487e-05,-1.558828652e-01,6.421177834e-02,-1.183161065e-01,1.148524322e-02,7.190071791e-02,-1.239668652e-01,8.424118161e-02,-7.667520642e-02,-9.884501249e-02,-6.161898747e-02,-1.142183244e-01,1.809672117e-01,-9.751746804e-02,3.978616297e-01,-1.013009325e-01,5.001179874e-03,-3.661166504e-02,1.723509580e-01,-4.942345992e-02,-3.439422697e-02,-3.967212737e-01,-8.446117863e-03,-2.955417335e-01,-2.363195643e-03,-2.309730649e-01,2.143556625e-02,-1.167001724e-01,-2.867260575e-02,-4.395006225e-02,4.899304360e-02,3.035149164e-02,-1.090476289e-02,6.558603793e-02,-1.711819619e-01,1.471863240e-01,-9.632814676e-02,1.373233050e-01,-1.086276863e-02,1.664288640e-01,1.730044000e-02,4.543598741e-02,-1.853133552e-02,-2.284129262e-01,-2.225876972e-02,1.620831154e-02,2.533119619e-01,1.564665735e-01,2.461752594e-01,2.727216780e-01,-2.005093098e-01,1.967032552e-01,7.913149893e-02,8.984256536e-02,9.309052676e-02,1.743821502e-01,2.611805797e-01,-1.432617079e-03,5.268919468e-02,9.473618120e-02,-2.817096412e-01,-1.130278558e-01,-2.452277094e-01,-8.229434490e-02,-2.449594438e-01,-1.067061350e-01,6.814003736e-02,1.146108210e-01,2.979322895e-02,-4.647939503e-01,-1.275302023e-01,-4.051384628e-01,-2.232446373e-01,-3.458075821e-01,-7.022242993e-02,1.143647507e-01,-2.590619028e-01,4.720588028e-02,-2.081810683e-01,3.752417117e-02,1.048966572e-01,-1.539606601e-01,2.911712229e-02,-2.284900099e-01,-7.870073617e-02,2.682979964e-02,-1.595993154e-02,-1.248858050e-01,-1.134074852e-01,9.335267544e-02,-4.992394894e-02,-1.214002594e-01,3.858979642e-01,2.258873358e-02,5.082534626e-02,-2.040552497e-01,-8.790659159e-02,-2.521589631e-03,1.728754304e-02,-9.118148685e-02,-5.252795294e-02,8.974012733e-02,6.102862209e-02,2.437920868e-01,-9.700161219e-02,3.262637928e-02,7.136740535e-02,1.546970308e-01,1.994274259e-01,8.126006275e-02,6.950037181e-02,-1.483810246e-01,1.484086812e-01,1.824254990e-01,-9.131485224e-02,9.052475542e-02,-1.532456279e-01,-1.935516596e-01,1.799060404e-01,1.650966257e-01,-8.205863088e-02,-1.791135967e-02,3.706914559e-02,7.603763044e-02,-1.878750771e-01,-4.202087596e-02,-1.035324708e-01,1.071038321e-01,-8.004561812e-02,-1.811817139e-01,3.844613582e-02,-9.883861989e-02,1.639435254e-02,-5.230897665e-01,-9.632726759e-02,-4.008743763e-01,-1.965445727e-01,-4.391319752e-01,3.128743032e-03,-1.970389336e-01,-1.188560799e-01,-7.630014420e-02,-6.973598152e-02,4.844288900e-02,-1.372188032e-01,5.024849251e-02,5.428983644e-02,6.499369442e-02,-1.606388837e-01,1.983465999e-01,-4.585089535e-02,9.398161620e-02,8.950328082e-02,4.201156199e-01,-4.281195253e-02,-1.740548462e-01,-6.930752844e-02,1.206791401e-02,-4.719756544e-02,-9.894218296e-02,8.723786473e-02,-4.212096334e-02,-8.781207353e-02,-6.450785697e-02,2.750263512e-01,2.608860135e-01,-2.753586508e-02,3.005010635e-02,1.840855740e-02,-1.850083619e-01,6.364657078e-03,4.087459669e-02,-2.845692039e-01,-6.202952471e-03,3.704596777e-03,1.242261529e-01,1.377001405e-01,6.992041320e-02,-1.929742098e-01,9.175870800e-04,-5.519145727e-02,2.415927052e-01,8.704647422e-02,-1.493133511e-02,1.814129353e-01,6.927110553e-01,7.237099111e-03,-7.154774666e-02,2.452102602e-01,-1.006320585e-02,2.257443499e-03,4.493144527e-02,-1.321244836e-01,-1.428863406e-01,1.300401986e-01,6.005205587e-02,2.984070182e-01,-5.850669742e-01,-1.025987715e-01,-6.550505012e-02,-2.165241539e-01,-3.438395858e-01,-7.655731402e-03,-2.490434982e-02,5.785411596e-02,-1.831438392e-02,-2.180599868e-01,-9.039479494e-02,4.761193320e-02,1.043582559e-01,1.368651837e-01,-8.519587666e-02,-9.668351710e-02,-4.951633886e-02,4.494445771e-02,6.213089917e-03,-1.012062803e-01,-3.649312556e-01,1.248402987e-02,-8.623564988e-02,-1.952847838e-01,8.266042918e-03,6.215684488e-02,-1.707529128e-01,-3.467050195e-02,-2.151750401e-02,-1.598555297e-01,1.684662327e-02,-1.690085232e-01,1.333169937e-01,-1.913287677e-02,-3.824389726e-02,-3.462805226e-02,-2.046914399e-01,-8.442893624e-03,-7.828325778e-02,-1.352165360e-02,-2.509938180e-02,-1.223479435e-01,-5.950465426e-02,1.013345793e-01,2.326070666e-01,-3.483938873e-01,4.957394674e-02,-4.525343329e-02,1.007656530e-01,5.532968789e-03,-5.190098658e-02,9.345073253e-02,-3.643893301e-01,9.740931913e-03,6.061359867e-02,-1.082830802e-01,-4.208006430e-03,-1.271045059e-01,-3.970136866e-02,-1.812863499e-01,-7.887469232e-02,3.276107013e-01,-1.007575318e-01,1.483378932e-03,-6.983298808e-02,-7.227447629e-02,-1.943331063e-01,-1.896816641e-01,4.105716050e-01,-4.095604271e-02,6.383644789e-02,3.085223958e-03,-7.855817676e-02,6.049762294e-02,3.932886571e-02,-6.885883957e-02,-4.508406669e-02,1.139109060e-01,-4.214189947e-02,-7.777951658e-02,-1.982818842e-01,-1.611439511e-02,2.196211219e-01,9.689421952e-02,-2.730952203e-01,-2.027419582e-02,-1.878851950e-01,-5.960721523e-02,8.122081310e-02,3.919351846e-02,-3.212366998e-02,1.670880467e-01,-9.993727505e-02,-1.776624918e-01,8.537474275e-02,9.931558371e-02,-9.050522000e-02,9.364186972e-02,-8.614018559e-02,-1.722522974e-01,5.622250028e-03,5.518338084e-02,-5.897699669e-02,2.908907086e-02,5.685513094e-02,3.659914434e-02,-1.506589353e-01,1.241600290e-01,7.236146182e-02,-2.925728261e-01,7.327302825e-03,-5.280365422e-02,3.516574949e-02,7.204836607e-02,2.689275742e-01,2.290945053e-01,7.212113589e-02,-1.177639887e-02,6.055450067e-02,-2.593960166e-01,6.112618838e-03,-2.371172905e-01,1.711881459e-01,-3.525698930e-02,-1.330793500e-01,2.981755137e-01,7.872876525e-02,8.217042685e-02,6.997304410e-02,-3.653750941e-02,-2.123742700e-01,-9.263284504e-02,-4.518774450e-01,-4.461165983e-03,1.249669418e-01,2.184543759e-01,-1.625577360e-01,-3.424591944e-02,-1.522932649e-01,5.205234047e-03,1.421275586e-01,4.172596335e-02,-9.499647468e-02,-1.023856550e-01,-1.881516278e-01,3.866581246e-02,-2.522810102e-01,-1.750209779e-01,2.223091871e-01,-2.618538029e-02,-2.688126266e-01,-1.641972810e-01,7.330091298e-02,8.371027559e-02,3.941647336e-02,-7.609619200e-02,-7.346979529e-02,-1.332550645e-01,5.506618181e-04,5.013928190e-02,-1.752787530e-01,-6.319988519e-02,8.311349899e-02,-1.321106106e-01,-6.197332963e-02,4.769000411e-02,-6.517333537e-02,-1.661475003e-01,2.466803230e-02,3.352444619e-02,-5.327723548e-02,9.783104062e-02,1.067663077e-03,-2.296736389e-01,-3.150039585e-03,1.077117324e-01,-4.506818950e-03,1.200689189e-02,9.030185640e-02,-2.216852829e-02,9.851722419e-02,1.523710415e-02,-6.003323011e-03,3.236116096e-02,5.037246644e-02,-1.740322262e-01,-4.801826552e-02,-7.437085360e-02,-7.588146627e-02,7.682345808e-02,-8.507156372e-02,-2.227127366e-02,-7.932303101e-02,7.906449027e-03,-2.777283639e-02,-9.614872932e-02,-2.472586781e-01,-2.591182850e-02,6.340856850e-02,5.924310535e-02,-1.205553785e-01,6.545402110e-02,1.002073288e-01,2.846773015e-03,1.470501125e-01,2.306803763e-01,-6.974657625e-02,-1.309835166e-01,-1.121526212e-01,-3.904738277e-02,-4.416255280e-02,8.052574098e-02,-1.615018100e-01,1.149138901e-02,-1.324891597e-01,-1.027436629e-01,1.973929070e-02,-7.584276050e-02,-8.993096650e-02,-8.632550016e-03,-6.298039854e-02,-1.629769206e-01,1.498778462e-01,2.246761322e-02,-6.302936375e-02,2.936786972e-02,-1.313444376e-01,-1.338678300e-01,8.842203021e-02,3.666600911e-03,-1.558133811e-01,-2.526484057e-02,4.397944734e-02,-3.260112554e-02,-2.144638300e-01,9.537095577e-02,9.089043736e-02,-3.536960185e-01,8.060491085e-02,1.020213682e-02,4.595143348e-02,7.406427711e-02,1.174280718e-01,1.326959282e-01,1.469543874e-01,1.780817169e-03,2.041118890e-01,6.328263134e-02,8.983956650e-03,-3.433554992e-02,-2.682993747e-02,-1.464145631e-01,-1.380344778e-01,2.523034513e-01,-2.625809237e-02,4.485997930e-02,-1.164717674e-01,-1.001516804e-01,-1.981932670e-01,-1.345321536e-01,-2.016810030e-01,-3.032544814e-02,3.867400065e-02,-7.008546591e-02,-6.812521815e-02,6.566534191e-02,3.034174144e-01,-1.115290523e-01,-1.747033373e-02,9.471256286e-02,5.637758411e-03,-5.867936648e-03,-3.674755991e-02,-1.864144206e-02,7.197838277e-02,-8.919557929e-02,-4.170122743e-02,-2.924603410e-02,-2.287175655e-01,-1.453554928e-01,-1.058107428e-02,-1.487520039e-01,-1.546793133e-01,1.812162250e-01,7.392037660e-02,-7.908543944e-02,-6.864134967e-02,-7.079213858e-02,-1.510507017e-01,5.470134690e-02,-1.042944491e-01,-7.990464568e-02,-1.247127429e-01,6.205823272e-02 +thresholds = -5.650314689e-01,-7.094347477e-01,-1.056255996e-01,-6.013231874e-01,-3.690226376e-01,7.305014879e-02,3.736710176e-02,-3.438806832e-01,-3.326009586e-02,-8.992116898e-02,-1.032106042e+00,4.175762460e-02,-4.509625435e-01,-6.859358549e-01,-8.841969967e-01,1.616708934e-02 +weights1 = -6.481035380e-04,1.077172384e-01,1.066195872e-02,-6.348104216e-04,-4.288184864e-04,2.343807602e-03,9.439274669e-02,-2.571329242e-03,9.648969769e-02,1.037065778e-02,-2.632221906e-03,9.280226193e-03,-2.704571234e-03,3.877130337e-03,1.635208144e-03,-1.360979280e-03,1.476515085e-02,9.529810399e-03,3.250749083e-03,1.660707146e-01,1.796085536e-01,1.547401305e-02,4.395407811e-02,4.177825525e-02,2.584490180e-01,1.352406293e-01,1.168004051e-01,-1.463567140e-03,4.614200071e-02,2.280676067e-01,1.188720460e-03,8.864850970e-04,3.285684856e-03,3.116342984e-02,-5.130679929e-04,-5.057212897e-03,2.584067639e-03,1.280355500e-03,2.312900499e-02,3.873244161e-03,2.176216431e-02,2.866090275e-03,-3.766731243e-04,-1.078401925e-03,1.701973146e-03,-3.857283620e-03,-9.344751597e-04,2.925490960e-03,5.107832607e-03,-3.899564967e-03,2.930111019e-03,3.045977652e-02,3.283680975e-02,6.174534559e-03,1.119357161e-02,2.288463153e-02,4.960039631e-02,2.566232532e-02,2.769163810e-02,-1.605844707e-03,1.384390332e-02,6.730545312e-02,-4.703918530e-04,-2.997440053e-03,-3.066570207e-04,1.743363887e-01,9.429264814e-03,1.565696439e-03,-5.198841915e-03,4.342838190e-03,1.698314995e-01,-5.261381739e-04,1.745305061e-01,1.898341812e-02,3.432669677e-03,-1.545961294e-02,5.947558675e-04,-5.604683422e-03,-4.733805079e-03,-2.489465987e-03,4.726776853e-02,-1.735775964e-03,-1.924193566e-05,1.885251552e-01,2.437712848e-01,5.188252777e-02,7.149468362e-02,1.574240029e-01,2.274104804e-01,1.448733509e-01,1.715235114e-01,2.928683301e-03,6.191070005e-02,3.706795275e-01,-5.530343391e-03,-8.317232132e-03,3.885381157e-03,2.219566330e-02,-3.631622763e-03,1.841586665e-03,6.536509027e-04,-8.363208617e-04,1.212374773e-02,-1.145552960e-03,1.630926318e-02,7.472597063e-04,1.386386110e-03,1.637134585e-03,1.771177980e-03,-6.443947204e-04,-1.414781087e-03,-4.593535326e-03,2.470720327e-03,-3.027123166e-04,1.821626676e-03,2.012628317e-02,1.782861724e-02,2.528958488e-03,5.799167790e-03,1.214772090e-02,2.799587511e-02,1.575819403e-02,1.125020348e-02,4.188524035e-04,1.387014706e-02,3.018389083e-02,-6.800828269e-04,-4.755472299e-03,-3.412765684e-03,-1.240081638e-01,-2.315863734e-03,-3.159894375e-03,9.496653802e-04,-4.359203856e-03,-6.715749204e-02,1.122248475e-03,-8.144224435e-02,-1.256908476e-02,1.250048517e-03,5.616872571e-03,-2.421633806e-03,6.928257179e-03,2.689530607e-03,7.744511240e-04,-1.232349034e-02,-2.529014368e-03,-1.670122263e-03,-1.137692630e-01,-1.550037712e-01,-1.932766638e-03,-2.588473260e-02,4.116639029e-03,-1.789837778e-01,-1.059855521e-01,-8.166954666e-02,-1.471853931e-03,-6.561540067e-02,-1.467213035e-01,8.749122499e-04,1.158976927e-03,-2.084414475e-03,-1.803010330e-02,-4.637393635e-03,7.510807482e-04,-2.076009288e-03,1.373578096e-03,-1.128907967e-02,5.829520058e-03,-7.430782076e-03,-1.310589141e-03,1.541773789e-03,3.768694121e-03,-2.587213239e-04,3.942498006e-03,5.537501536e-03,-1.132466015e-03,-1.719715539e-03,-1.556779607e-03,-4.446494393e-03,-1.825625077e-02,-2.365199476e-02,-1.093375031e-03,-8.770305663e-03,-1.038239803e-02,-1.904707775e-02,-2.681605145e-02,-1.226503495e-02,-6.932154647e-04,-9.833014570e-03,-3.812782839e-02,6.533725653e-03,-1.175164871e-04,7.121633738e-03,6.344788522e-02,7.321855519e-03,1.369114965e-03,-4.696551710e-03,9.132759878e-04,4.397711158e-02,4.515718669e-03,8.143637329e-02,1.442275569e-02,-3.755777841e-03,-2.762935869e-02,-7.381734904e-04,-6.755493116e-03,-1.309117209e-02,-3.630519612e-03,1.954936422e-02,-1.040713862e-02,-1.107575838e-02,7.908596098e-02,1.359042078e-01,6.639494002e-02,1.647651941e-02,1.987529397e-01,1.536640823e-01,1.134396270e-01,7.598582655e-02,2.704701619e-03,3.228411824e-02,3.494211733e-01,-4.230457358e-03,-2.138317563e-02,-1.513879048e-03,4.896095395e-02,7.323267055e-04,-1.823042519e-03,2.850588644e-03,7.942405064e-04,2.647476457e-02,3.588524414e-04,3.541084006e-02,-2.797349356e-03,1.111631515e-03,-3.972243052e-03,-3.360680072e-03,-5.595300812e-03,-4.414121155e-03,-7.432210841e-04,9.319330566e-03,-3.394977190e-03,-5.590354558e-03,4.106570035e-02,4.867867008e-02,1.785007305e-02,1.469006017e-02,2.575741522e-02,6.243002415e-02,3.928666934e-02,3.365122154e-02,-2.190996194e-03,1.969054528e-02,9.427119046e-02,-3.315124661e-03,-2.000708599e-03,-4.354962148e-03,5.697137117e-02,3.529217793e-05,-8.374447003e-03,1.752624521e-04,-2.543884329e-03,6.235254928e-02,-2.231842373e-03,7.443797588e-02,2.907353686e-03,5.495229852e-04,-3.989018500e-03,5.219367813e-05,2.600128530e-03,-2.756397589e-04,2.614273923e-03,8.464539424e-03,2.027497161e-03,2.854044084e-03,9.906962514e-02,1.693275869e-01,2.690117992e-02,3.096812032e-02,8.394534141e-02,1.648266464e-01,9.549305588e-02,6.089096889e-02,-5.898142233e-03,1.419698913e-02,2.731509805e-01,-4.807525314e-03,-2.806796459e-03,-4.872104619e-03,1.011975482e-02,1.041167299e-03,3.329906613e-03,-3.639094997e-03,4.370283335e-03,5.500194151e-03,-1.127496129e-03,6.795448251e-03,-2.030491363e-03,-7.556491764e-04,-1.569326036e-03,-1.047342084e-04,1.151593169e-03,-3.320867661e-03,6.064032670e-03,1.627652906e-03,-4.014834121e-04,-6.448043277e-04,8.296485990e-03,1.149145700e-02,3.850422567e-03,2.801125403e-03,9.702871554e-03,1.845455542e-02,3.858525772e-03,4.176244140e-03,3.458533902e-03,8.966786554e-04,1.894595847e-02,-1.789232716e-03,-1.697595348e-03,-1.795024145e-03,-2.519859970e-01,-1.078253146e-02,6.830591708e-03,-1.073912834e-03,-1.177999191e-03,-1.018839851e-01,-3.753389465e-03,-1.580840498e-01,-1.774029434e-02,-1.125863288e-03,7.935997099e-03,-2.086109715e-03,-2.542753238e-03,2.991401125e-03,1.754019293e-03,-2.995736897e-02,8.221190423e-03,7.104730699e-03,-2.188126594e-01,-1.711949855e-01,-2.633742802e-02,-3.629761934e-02,-7.856857777e-02,-2.906911075e-01,-1.896115094e-01,-8.953256905e-02,2.990898443e-03,-1.068629250e-01,-2.626647949e-01,3.817450488e-03,1.013905741e-02,-4.285885021e-03,-2.328940481e-02,2.689000918e-03,-6.294997092e-06,-2.482811222e-03,-2.069130773e-03,1.403396018e-02,2.918301616e-03,1.765900664e-02,2.837295877e-03,-7.164211711e-04,-7.556990255e-03,-2.466070931e-03,1.456061378e-03,-5.542299245e-03,-2.402313519e-03,6.470113876e-04,8.811494627e-05,-3.617134935e-04,2.303816751e-02,7.869543135e-02,3.657520562e-02,6.368355826e-03,1.043291613e-01,5.341464654e-02,1.079338416e-02,1.654209010e-02,-2.226648619e-03,-9.070407599e-03,2.194278985e-01,4.470382701e-04,-8.953024633e-03,1.019691816e-03,-2.079176754e-01,-1.105420943e-02,-1.558766933e-03,8.536090609e-04,-3.516681492e-03,-1.028533950e-01,-2.245729789e-03,-1.377610713e-01,-1.778888889e-02,1.676166663e-03,-3.952471074e-03,-3.049661173e-04,-4.159319680e-03,-4.570797086e-03,2.210879233e-03,-2.400820144e-02,5.304120714e-04,-1.316384645e-03,-2.043760717e-01,-1.813966930e-01,5.329820793e-03,-4.327310994e-02,2.181508951e-02,-2.737583220e-01,-1.824146658e-01,-1.025734246e-01,-1.297866111e-03,-9.468834102e-02,-1.245463789e-01,-4.118240438e-03,-5.921571050e-03,-1.624161960e-03,-1.040864363e-02,1.303416444e-03,1.622793381e-03,-2.418883843e-03,4.412400071e-03,1.219598763e-02,1.788782654e-03,1.771113649e-02,-1.218053629e-03,1.491767704e-03,-6.832701620e-03,8.315826417e-04,-2.718782926e-04,-1.710167504e-03,1.425887924e-03,-1.219307189e-03,1.804984524e-03,-3.102983814e-03,2.316796221e-02,5.009573698e-02,2.562313527e-02,6.507753860e-03,7.518396527e-02,3.708574176e-02,3.131553298e-03,1.634137146e-02,3.793824464e-03,-2.334250137e-03,1.416644454e-01,-5.008023232e-03,-5.211460404e-03,3.019946860e-03,1.362081021e-01,1.103786007e-02,4.615683574e-03,1.183361164e-03,2.206959762e-03,1.186604053e-01,-3.556723474e-03,1.760292798e-01,1.875253208e-02,-3.206883091e-03,4.107630998e-02,8.939559921e-04,1.781087741e-02,1.951768249e-02,-4.154480062e-03,3.205785155e-02,1.897430234e-02,2.196851559e-02,1.823412776e-01,2.750151753e-01,1.802852005e-02,6.360478699e-02,4.795461148e-02,2.188621908e-01,1.602257639e-01,1.432688981e-01,-1.695287880e-03,6.222078204e-02,2.828207612e-01,-5.828916328e-04,1.282809116e-02,7.270616479e-04,2.015545964e-02,1.125506125e-03,1.595403766e-03,4.318045394e-04,3.136139130e-03,1.464622095e-02,7.922065561e-04,1.842503995e-02,3.489953233e-03,5.165612325e-03,4.208339378e-03,5.522588268e-03,-3.077355679e-03,-1.430305711e-04,-5.151971709e-04,-2.971183858e-04,4.530757666e-03,5.233799457e-04,1.908601448e-02,2.462896891e-02,1.519740093e-03,2.286824310e-04,1.002743095e-02,1.967922971e-02,1.089628041e-02,1.786569133e-02,-1.174676465e-03,6.753702648e-03,3.163002431e-02,1.110788551e-03,1.456397236e-03,-2.316272119e-03,-1.542203873e-01,-6.436297204e-03,-2.500394359e-03,-8.286874508e-04,2.734571230e-03,-5.684975535e-02,1.147465664e-04,-7.283421606e-02,-1.593458466e-02,-2.092778217e-03,8.709009737e-03,-6.711803726e-04,1.765378838e-04,6.586532108e-03,-4.128940869e-03,-2.220725454e-02,-6.006653886e-03,-1.521481900e-03,-1.322055310e-01,-1.390340477e-01,7.563857827e-03,-2.821142599e-02,1.184770372e-02,-1.877771765e-01,-1.257591993e-01,-7.082961500e-02,5.769213312e-04,-6.417361647e-02,-1.317224801e-01,-4.867050331e-03,-4.387582885e-04,-3.464517940e-04,-1.547886408e-03,-5.428013392e-04,-1.893047011e-03,1.017495408e-03,-2.812911989e-03,6.285634357e-03,7.425986114e-04,4.038350191e-03,-1.844031271e-03,1.129655866e-03,5.218973849e-03,8.032856858e-04,-2.920688363e-03,2.445027465e-03,-3.649853636e-03,1.185945701e-03,-1.461989712e-03,-7.086676545e-03,1.011569239e-02,8.877092041e-03,6.002577953e-03,2.619115869e-03,1.951695792e-02,4.303816240e-03,7.570263697e-04,4.651355557e-03,-1.427907264e-03,-2.985175699e-03,3.365500271e-02,3.253903007e-03,5.019317847e-03,-2.323348075e-03,-1.637639254e-01,-3.139113542e-03,-1.193775912e-03,-1.376432047e-04,-2.762353746e-03,-6.322865188e-02,-1.421265188e-03,-8.025215566e-02,-1.405108068e-02,9.626064566e-04,3.179617226e-02,-1.426681061e-03,1.096574310e-02,1.943115890e-02,1.017722767e-03,-1.964222081e-02,4.853889812e-03,8.271424100e-03,-1.125172079e-01,-1.331786960e-01,-2.566907741e-02,-3.775893152e-02,-7.215490192e-02,-1.703225970e-01,-1.073483974e-01,-6.133249030e-02,-3.913339169e-04,-6.421541423e-02,-1.420160830e-01,-7.509783609e-05,1.723008789e-02,1.403724891e-03,-1.539938338e-02,-4.337470978e-03,7.428951212e-04,-1.231925911e-03,-3.989004996e-03,-5.120838177e-04,-4.615143407e-03,-7.892751135e-03,-1.032039709e-02,-2.695741830e-03,1.077615656e-02,2.575272811e-04,1.091810991e-03,3.133569146e-03,1.663461328e-03,-3.826520173e-03,-3.445863724e-03,3.365060082e-03,-3.701941809e-03,-9.195134044e-03,-9.713501669e-03,-3.020817880e-03,-2.296042815e-02,-3.988440149e-03,-6.317137275e-03,-8.001020178e-03,-3.999155946e-03,-1.648883568e-03,-3.665523231e-02,-1.272208290e-03,9.112996981e-03,-7.141163223e-04,3.108270168e-01,1.863737777e-02,-3.343434073e-03,-1.076193876e-03,6.640113425e-03,2.067729235e-01,4.867939570e-04,2.273147702e-01,3.511498123e-02,3.762715729e-03,-1.510073524e-02,-2.186827129e-03,-6.631387398e-03,-1.573381945e-02,-1.106368494e-03,6.086544693e-02,-3.534171497e-03,-9.070014581e-03,2.382304817e-01,2.238846719e-01,6.215000525e-02,9.917162359e-02,1.755693555e-01,2.667140067e-01,2.358903438e-01,2.414557487e-01,-6.027437747e-03,1.439791173e-01,4.259934127e-01,3.172504017e-03,-7.879836485e-03,-4.142841790e-03,5.981989950e-02,1.723641879e-03,-3.756319173e-03,2.390780021e-03,3.297695657e-03,3.372687474e-02,2.196313348e-03,4.026740789e-02,4.977507517e-03,3.396026324e-03,-1.939369366e-03,-2.607622650e-03,-1.480316045e-03,1.564585138e-03,1.630107523e-03,9.016918018e-03,4.276258871e-03,-5.777160986e-04,4.953016341e-02,5.338031799e-02,8.530536667e-03,2.082050964e-02,3.087407909e-02,6.706216931e-02,4.630815238e-02,3.262098879e-02,-2.292733552e-05,2.059169486e-02,9.474506974e-02,-1.494861441e-03,8.584194584e-04,5.065974547e-04,-1.581635922e-01,-3.966221586e-03,-5.709817633e-04,3.226371016e-03,1.361999020e-04,-7.331626862e-02,1.611918560e-03,-9.845106304e-02,-1.376191527e-02,4.051248077e-03,-1.350266393e-02,-2.707608044e-03,-6.465521175e-03,-8.217859082e-03,-5.199126899e-03,-1.520785410e-02,-5.476028658e-03,-7.521819789e-03,-1.349026561e-01,-1.321241409e-01,1.429431140e-02,-3.343356028e-02,4.267966002e-02,-1.969505101e-01,-1.202738434e-01,-6.847971678e-02,-3.823760664e-03,-6.503883749e-02,-7.097300887e-02,9.322969709e-04,-5.512084346e-03,2.588066272e-03,-7.881738245e-03,-1.378708286e-03,-2.587537514e-03,-1.261826605e-03,-5.494491197e-03,1.039714832e-02,2.729778877e-03,1.623286493e-02,4.242278636e-03,8.464439888e-04,-7.863034494e-03,1.765235327e-03,3.652088111e-03,-5.834542681e-03,2.453614026e-03,3.651944455e-03,1.257218071e-03,-5.128892604e-03,1.086614281e-02,4.059455916e-02,2.491496876e-02,7.496373728e-03,6.613043696e-02,3.312776238e-02,9.791078977e-03,1.378103532e-02,-1.579363365e-03,-3.568902146e-03,1.284514964e-01,2.536090324e-03,-4.374715500e-03,-3.414002014e-03,5.009104311e-02,4.517064430e-03,-2.808297751e-03,8.116771351e-04,9.547147783e-04,6.832709163e-02,-6.941843822e-06,8.178832382e-02,1.291819289e-02,-1.843650127e-03,-4.556018114e-02,-2.882773057e-03,-1.155819837e-02,-1.660550013e-02,-1.788068446e-03,2.319549210e-02,-1.470692363e-02,-6.631728727e-03,8.919700980e-02,1.541134417e-01,7.112193853e-02,3.217136487e-02,2.009582072e-01,1.474801451e-01,9.738883376e-02,9.247180074e-02,-1.411813311e-03,2.645594813e-02,3.421318233e-01,-2.456633374e-03,-2.167128213e-02,4.571310128e-04,2.521930076e-02,-3.185668029e-03,1.992740872e-04,-7.105647819e-04,2.845735289e-03,1.080194209e-02,2.486460377e-03,1.174567919e-02,-3.095970955e-03,-3.214981407e-03,-2.948512789e-03,7.073591929e-03,-8.586437907e-04,-1.813143725e-03,-1.439909334e-03,4.205288831e-03,-2.234878251e-03,-3.502896521e-03,1.386358682e-02,2.630225942e-02,6.627804600e-03,8.158013225e-03,2.624048106e-02,2.819951251e-02,1.632975042e-02,8.796250448e-03,1.189328963e-03,1.192996558e-02,7.259359211e-02,-1.270729117e-03,-1.198215061e-03,-4.642774817e-03,1.077184379e-01,8.203672245e-03,-2.098483965e-03,-5.522087216e-03,-4.597064108e-03,8.262985945e-02,7.425377262e-04,1.312060505e-01,2.393271402e-02,-3.615296446e-04,-4.195391014e-02,-7.326209452e-04,-1.490891725e-02,-1.871103607e-02,-5.672636908e-03,2.065761201e-02,-1.337867230e-02,-1.364118233e-02,1.613776982e-01,1.711958349e-01,7.117097080e-02,4.963929579e-02,1.968857944e-01,1.636238992e-01,1.420493573e-01,1.265764385e-01,-6.092497613e-03,5.244304240e-02,3.558847606e-01,-6.688659778e-04,-1.830785535e-02,1.141108107e-03,4.174425453e-02,2.858132357e-04,9.193014703e-04,1.549712266e-03,-3.258067882e-04,2.080301195e-02,2.600946464e-03,3.078218736e-02,7.094920613e-03,-5.678924266e-03,-3.289061133e-03,-3.326678998e-04,-2.603695029e-03,9.274333570e-05,2.690942260e-03,5.845102482e-03,1.705907198e-05,9.263873799e-04,3.381708637e-02,4.203592986e-02,1.076905429e-02,1.016879641e-02,2.769519202e-02,5.302252993e-02,3.009996191e-02,2.586383373e-02,1.519722631e-03,2.291438915e-02,8.565771580e-02,1.790587907e-03,-1.724398928e-03,-1.258816686e-03,1.565313935e-01,8.423361927e-03,-1.403223374e-03,-2.026952105e-03,-5.989672150e-03,1.403171867e-01,-1.254521485e-04,1.651498377e-01,1.725712046e-02,-2.185329358e-04,-1.263683941e-02,4.188716412e-03,-4.398737568e-03,-6.239793263e-03,4.393194802e-03,2.843885310e-02,-1.043210085e-02,-3.185541136e-03,2.071686089e-01,2.106292695e-01,4.409844056e-02,5.718985572e-02,1.122565866e-01,2.678521574e-01,1.250515878e-01,1.309472620e-01,5.846122513e-04,6.689261645e-02,3.158440888e-01,2.234474669e-04,-9.682100266e-03,-3.702843562e-03,5.819018930e-02,-8.045697177e-05,1.651730039e-03,7.618663367e-04,1.059295028e-03,3.059834428e-02,5.016254145e-04,4.125373438e-02,2.784848679e-03,-2.339368686e-03,3.861967998e-04,1.975264400e-03,3.397241700e-03,1.556045492e-03,9.228019044e-04,7.297151256e-03,5.918747047e-04,-6.031709490e-04,5.155925453e-02,5.266887695e-02,8.839775808e-03,1.495815348e-02,2.997796424e-02,7.382048666e-02,4.815724865e-02,3.417953849e-02,1.108044526e-03,2.408099547e-02,9.213081747e-02,3.117176471e-03,3.203098022e-04,1.802393002e-03,-9.083216637e-02,-3.074360546e-03,-5.280460464e-04,-6.543527707e-04,-1.896580798e-03,-5.447956547e-02,2.716718242e-03,-7.317198068e-02,-6.835368462e-03,-9.971546242e-04,-3.440766828e-03,3.521885024e-03,1.910064602e-04,3.002966288e-03,-1.362224924e-03,-1.630803198e-02,1.110666082e-03,-2.078742953e-03,-9.904046357e-02,-8.974084258e-02,-1.425744733e-03,-2.275914885e-02,-6.242472213e-03,-1.213159859e-01,-8.656393737e-02,-5.092548579e-02,2.781369723e-03,-4.385863617e-02,-7.335016876e-02,2.089794027e-03,1.810259855e-04,-1.232133014e-03,-6.400432321e-04,-8.572038496e-04,-2.570996294e-03,5.144581664e-04,-1.396844629e-03,4.030461889e-03,-1.160634100e-03,5.335621536e-03,3.838437551e-04,3.821762046e-03,-2.016792772e-03,1.689156517e-03,-3.630548716e-03,5.941606942e-04,-1.617855974e-03,-9.444772149e-04,3.549363464e-03,5.294346483e-04,1.120244898e-02,1.515938062e-02,1.157864928e-02,4.923439119e-03,2.118642628e-02,1.364140306e-02,5.589317880e-04,1.813519979e-03,-7.763647591e-05,-7.100757211e-04,3.962032124e-02,1.652681269e-03,2.703018952e-03 +biases1 = -1.172243385e-03,-4.366244376e-01,-1.509029232e-02,-1.141590066e-03,-1.812058152e-03,-5.228786729e-03,-1.745566428e-01,-6.341349799e-03,-2.101216316e-01,-3.369528800e-02,-5.691524711e-04,4.716517404e-02,-1.223299769e-03,1.507891715e-02,1.904473081e-02,-1.180070685e-03,-5.172780156e-02,1.150321309e-02,1.258893125e-02,-2.943288386e-01,-1.781635135e-01,-5.137709901e-03,-8.791846037e-02,-1.424615923e-02,-3.285988271e-01,-2.726042271e-01,-1.830985397e-01,-3.839604557e-03,-1.886724234e-01,-1.374816000e-01,-3.275756259e-03,2.257918380e-02 +weights2 = -6.544606294e-03,6.139331460e-01,2.510196157e-02,-4.935240839e-03,7.191927172e-03,-8.339968510e-03,3.266255856e-01,-3.367464244e-02,3.915115297e-01,5.825512111e-02,2.898153849e-03,-8.607757837e-02,-1.405356266e-02,-2.868810482e-02,-3.976909444e-02,4.179264233e-02,9.762854874e-02,-2.907315642e-02,-3.097554296e-02,4.842328131e-01,4.678038955e-01,9.963746369e-02,1.589392871e-01,2.853157222e-01,6.187220812e-01,4.381578565e-01,3.634559512e-01,-3.489646316e-02,2.725597024e-01,4.994403124e-01,1.688889973e-02,-4.020272195e-02 +biases2 = -3.757592738e-01 diff --git a/params/D00099.001.txt b/params/D00099.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..a982e0d460e764b0678dd7c44ff11c99fcd4c44b --- /dev/null +++ b/params/D00099.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -4.673528373e-01,-1.205691993e-01,-2.983622253e-01,-3.316670656e-01,1.228786483e-01,2.220887877e-02,-2.314333171e-01,-1.128770262e-01,2.546795011e-01,2.999208681e-02,-1.488717198e-01,6.854478270e-02,1.033695564e-01,4.041636884e-01,4.795507714e-02,-3.303325549e-02,1.593864858e-01,-1.948453039e-01,8.503788710e-02,8.405186236e-03,-1.660322398e-01,-1.821708381e-01,9.590443224e-03,1.611313969e-02,-1.047032997e-01,-5.609322712e-02,4.666837305e-02,-1.512936056e-01,-1.148642823e-01,-3.777660131e-01,-1.749113202e-01,9.107243270e-02,1.676583588e-01,1.706553549e-01,8.280141652e-02,1.425247043e-01,-4.368130863e-02,5.544378236e-02,7.330887765e-02,2.914299667e-01,-2.219274789e-01,7.803013921e-02,6.945051253e-02,2.358770929e-02,-1.079752743e-01,-2.145843208e-01,2.667034604e-02,-1.593265682e-02,1.449721605e-01,2.277892828e-02,1.210333779e-01,1.765078902e-01,-2.639570460e-02,2.731056325e-02,1.330219060e-01,-1.960984319e-01,-7.245889306e-02,-5.945866182e-02,1.427680068e-02,-1.201933250e-02,-4.020597786e-02,9.977690130e-02,-6.159828603e-02,3.791990876e-02,-3.281756341e-01,1.813665219e-02,-2.052556872e-01,-4.409122467e-01,1.704433858e-01,2.893090546e-01,-1.372762918e-01,-3.003531098e-01,3.885019720e-01,1.239701174e-02,-1.489783227e-01,1.868980974e-01,1.370438188e-01,-1.232700571e-01,6.583019346e-02,-9.039531648e-02,5.531312823e-01,-3.450394571e-01,4.158485234e-01,2.803022861e-01,-1.416678876e-01,-4.605465829e-01,2.427774519e-01,8.446680009e-02,-3.743781149e-01,-7.993873209e-02,5.504603311e-02,-1.012050360e-01,-8.167812228e-02,1.955846995e-01,-2.256980091e-01,9.097162634e-02,-1.839553863e-01,3.494087756e-01,-1.094362065e-01,1.004061624e-01,-2.259695828e-01,1.370146871e-01,-8.910405636e-02,3.116788864e-01,2.163459957e-01,1.286275685e-01,3.976079170e-03,-1.045234054e-01,-1.070529893e-01,-3.175565898e-01,1.164152175e-01,1.520709507e-02,-3.620862961e-02,-1.444283128e-01,-1.106387377e-01,5.599837750e-02,8.396127075e-02,-4.290146753e-02,-3.199683502e-02,-9.736544639e-02,-3.748615980e-01,-6.859080493e-02,7.148004323e-02,-5.236218870e-02,-1.079898849e-01,1.568106860e-01,-1.185072586e-01,6.419745088e-02,7.906842977e-02,4.108960927e-01,1.454643626e-02,-1.459459960e-01,-2.173969597e-01,-3.837310895e-02,9.313223884e-03,-3.955502212e-01,-1.724804640e-01,-1.312356349e-02,-1.700598449e-01,-4.681394994e-02,1.931382865e-01,-1.032454520e-02,1.658533886e-02,-1.292262822e-01,-5.659344606e-03,-2.521542907e-01,-2.546948381e-02,2.685261369e-01,-1.301282793e-01,2.190243602e-01,-1.500728913e-02,-1.221301407e-01,-3.342279196e-01,-8.643826097e-02,7.499401271e-02,-4.350030422e-02,-2.212992609e-01,-2.264617682e-01,-1.540529430e-01,5.272049829e-02,-4.071287811e-02,-5.887537450e-02,-3.912059590e-02,-2.748735249e-01,2.248592228e-01,-4.226867259e-01,-1.535383426e-02,3.406672776e-01,5.359160900e-01,1.477666646e-01,-5.396419764e-02,-3.253819421e-02,5.787183717e-02,1.368373930e-01,1.003444195e-01,3.331416473e-02,-2.810193785e-02,-2.219035774e-01,4.050967097e-02,1.480777264e-01,9.441184811e-03,1.649403870e-01,5.503125954e-03,1.755692810e-01,-1.735996306e-01,-5.563889071e-02,1.305983067e-01,5.164870620e-02,-1.893862188e-01,1.148866769e-02,-1.248044968e-01,1.231407076e-01,2.034918033e-02,-5.403320491e-02,-4.805528745e-02,1.175369322e-01,2.536385506e-02,2.146929316e-02,-5.699976347e-03,-1.613070369e-01,6.186984777e-01,6.762771308e-02,-8.807540685e-02,1.197951287e-01,2.421682328e-01,-4.617324844e-02,1.859692186e-01,-8.069577813e-02,3.419802338e-02,1.853334755e-01,8.351427969e-04,-6.982273608e-02,-3.336909711e-01,-2.732692361e-01,3.123837896e-02,5.120561644e-02,-3.252837062e-01,-9.351720661e-02,3.534217924e-02,-1.657021046e-01,-3.122919798e-01,-1.115769073e-01,-9.753614664e-02,1.310458481e-01,-5.000770465e-02,-1.485850662e-01,-1.607555710e-02,-1.314030867e-02,4.917963147e-01,1.914284825e-01,-2.046111785e-02,1.077339351e-01,-2.461340278e-01,1.182833984e-01,1.074989792e-02,-1.154267415e-01,9.268004447e-02,8.700023592e-02,-2.119488865e-01,-1.172346249e-01,1.065106335e-04,-1.047121212e-01,5.388411880e-02,-3.882207721e-02,-2.966399789e-01,-1.682629995e-02,-2.059137635e-02,8.600961301e-04,-1.917048842e-01,-9.990860522e-02,2.342182584e-02,9.012647718e-02,-1.823014766e-01,-1.767705753e-02,-3.836388141e-02,1.468330920e-01,6.983530521e-02,8.956136554e-02,2.370976098e-02,4.425097257e-02,5.428510904e-01,-4.269982222e-03,3.648970649e-02,4.894917458e-02,1.090192720e-01,-4.690170288e-02,-3.285833448e-02,-4.862762988e-02,1.829509735e-01,4.878491745e-04,1.146041695e-02,-7.472157013e-03,-3.489723057e-02,-2.309912294e-01,-3.288466856e-02,9.098090976e-02,-3.300976455e-01,-1.327393204e-01,2.115698345e-02,-2.218247950e-01,-7.391361892e-02,-7.977907360e-02,2.829012461e-03,-5.441570655e-02,-2.740502954e-01,-6.786808372e-02,-1.253917813e-02,4.401638359e-02,6.664874963e-03,2.482196130e-02,-2.650423534e-02,-7.985944301e-02,-2.210368961e-01,6.004686654e-02,-8.236899227e-02,1.963431835e-01,-3.527540565e-01,1.883833706e-01,-6.153771654e-02,5.504761264e-02,1.983262599e-02,8.828561753e-02,-6.134941056e-02,-7.549478114e-02,-3.693500534e-02,-5.400303286e-03,2.603193745e-02,-5.962644517e-02,-1.048902869e-01,-1.040749630e-04,9.172421880e-03,-2.497763373e-02,1.733009666e-01,-6.925241649e-02,7.310777158e-02,-2.314758487e-02,-8.841966093e-02,-1.092565805e-01,-9.950966388e-02,1.188669950e-01,9.197618067e-02,5.881504342e-02,6.011240557e-02,5.811951309e-02,-1.439461410e-01,-6.874668598e-02,-2.036975510e-02,3.241630271e-02,4.838648438e-02,-1.359522808e-03,3.822096437e-02,9.814331681e-02,1.742864698e-01,-2.724385262e-02,1.257175505e-01,3.230234981e-02,-1.074843034e-01,-1.238609850e-01,-2.502716519e-02,-1.882823557e-02,2.035237551e-01,3.060283326e-02,-2.855871618e-02,-1.249489784e-01,-2.067956030e-01,-7.066690177e-02,-1.175144464e-01,-1.930420399e-01,-1.300269067e-01,-4.803595692e-02,-1.617086083e-01,6.638165563e-02,-4.094627872e-02,-4.430719651e-03,-7.455717027e-02,3.335332870e-02,-6.069899350e-02,6.074191630e-02,1.730731502e-02,1.426338553e-01,-1.508770883e-01,9.232200682e-02,-4.266088456e-02,9.328315966e-03,-2.852832079e-01,5.830154195e-02,-1.521783173e-01,-1.374861002e-01,6.116929278e-02,-5.251180381e-02,2.999694087e-02,-7.689583302e-02,-1.120150313e-01,-9.968832880e-02,1.612131670e-02,-5.168178678e-02,1.649320722e-01,-2.780419774e-02,1.034609601e-01,1.432846580e-02,8.126433194e-02,-7.148027420e-02,2.622678503e-02,1.188000590e-01,1.247848496e-01,-1.300472915e-01,2.472597361e-02,1.626031846e-01,1.996005923e-01,-1.232887618e-02,4.013515543e-03,1.404048204e-01,1.810817420e-01,1.195151266e-02,1.819469035e-02,-1.009614915e-01,-3.331850842e-02,5.566769838e-02,-1.650310904e-01,-3.056583181e-02,-4.551921412e-02,-8.902601898e-02,-5.080838129e-02,-9.033481032e-02,-3.070378006e-01,2.663661726e-02,1.519385632e-02,-1.676056981e-01,-3.706529438e-01,-5.820316076e-02,3.679924831e-02,-1.951538473e-01,-2.647075430e-02,-3.768675402e-02,-2.960854173e-01,3.658971190e-02,-7.715090364e-02,1.661575139e-01,-6.470391154e-02,1.579655148e-02,1.025342494e-01,7.820045203e-02,-1.065209601e-02,1.102374569e-01,-2.848261595e-02,7.590860128e-02,-6.026108563e-02,2.477601022e-01,-2.089398652e-01,2.272837423e-02,2.616713941e-01,-2.832294255e-02,2.610154916e-03,-6.905433536e-02,8.130759746e-02,-9.234895557e-02,-1.083759665e-01,-1.695670038e-01,-2.412177064e-02,-8.449298888e-02,7.364388555e-02,-3.714479133e-02,-1.320468914e-02,-2.284834720e-02,1.089412645e-01,-1.290787905e-01,3.749157116e-02,1.022862867e-01,9.790208191e-02,1.613777280e-01,2.033809572e-02,9.722940624e-02,4.181125760e-02,-2.198578231e-02,6.030325964e-02,1.723646522e-01,1.698198020e-01,-3.929936327e-03,6.456518173e-02,3.539854288e-01,2.356106043e-01,-4.655772448e-02,4.762383699e-01,-5.002581701e-02,-8.694920689e-02,-1.071396992e-01,-4.157006368e-02,-1.250202209e-01,-9.741096199e-02,5.504881963e-02,-6.747260690e-02,-1.675247997e-01,-3.772804737e-01,-4.725757986e-02,-7.220311463e-02,-2.856311202e-01,-4.820529521e-01,-2.079162933e-02,-3.316615224e-01,2.477844991e-02,3.938897327e-02,-2.710499428e-02,-6.395912915e-02,-6.662939489e-02,-3.486634418e-02,4.164696857e-02,-4.640876129e-02,-3.951508179e-02,1.485531479e-01,7.552623004e-02,-6.167593971e-02,-9.853875637e-02,5.748652294e-02,5.586002767e-02,-1.471519917e-01,-8.217018843e-02,-4.563628882e-02,-1.491528898e-01,7.566773146e-02,9.016639739e-02,-2.274578810e-02,-1.518146247e-01,3.808242455e-02,3.315830976e-02,-8.544290811e-02,-3.186322376e-02,5.084958673e-02,-4.095937684e-02,2.922626212e-02,-7.688440382e-02,-1.594710350e-01,1.873549968e-01,4.739483818e-02,-1.338216513e-01,4.690732807e-02,1.332332492e-01,2.914061397e-02,-1.592368931e-01,9.050403722e-03,2.436476201e-01,1.367722899e-01,-1.417702995e-03,9.943757206e-02,6.228477228e-03,-3.400986269e-02,-3.117856756e-02,-2.775230110e-01,5.537771434e-02,-1.906684041e-01,3.639798239e-02,-1.782019809e-02,-7.778248936e-02,-2.528792918e-01,7.218366116e-02,1.852577366e-02,-1.720867753e-01,-1.481671482e-01,-8.209559321e-02,-4.589918535e-03,3.371203691e-02,-1.267319918e-01,2.267557569e-02,4.722878337e-01,5.877614394e-02,9.791721404e-02,2.928670123e-02,-9.363386035e-02,-6.968641281e-02,1.517783552e-01,1.546058357e-01,-9.855050594e-02,8.935485035e-03,9.783009999e-03,8.948551863e-02,-6.656383723e-02,-1.140393838e-01,-1.859974712e-01,5.059538782e-02,-2.197217494e-01,-2.396316379e-01,5.006083846e-02,-5.388849974e-02,5.499565229e-02,9.969775565e-03,-4.127158597e-02,-1.447215825e-01,5.549820140e-02,-8.203042299e-02,-1.427666992e-01,-1.348914206e-02,-4.685938731e-02,2.958892612e-03,1.870138794e-01,-1.304682493e-01,-1.370784491e-01,2.053225935e-01,1.301729679e-01,7.694755495e-02,1.300643235e-01,2.518734038e-01,4.030715674e-02,-1.775330454e-01,3.440140933e-02,1.871768534e-01,1.561514437e-01,-9.876282886e-03,3.244337067e-02,5.808734521e-02,-1.977389902e-01,-5.022343993e-02,1.246474385e-01,2.653070167e-02,-2.532657981e-01,-1.089490876e-01,-1.006428525e-01,-9.972184896e-02,-1.034615636e-01,3.110468015e-02,2.222552523e-02,-2.240008563e-01,-1.087398306e-01,-3.364824504e-02,-5.387401581e-02,-2.158734500e-01,-4.347191751e-01,8.287563920e-02,-3.265256584e-01,7.142994553e-02,1.732078730e-03,-4.526742548e-02,-9.991625696e-02,-7.491392549e-03,1.491661519e-01,2.209096402e-01,-6.761709601e-02,1.647388190e-02,-2.883700840e-02,2.897127718e-02,-8.016010979e-04,-5.698027834e-02,6.284556985e-01,1.015633252e-02,2.188827842e-01,2.881287225e-02,1.260698140e-01,-4.475630820e-02,6.090232357e-02,-1.489207745e-01,-1.991876066e-01,-1.515991688e-01,-4.581935238e-03,1.885196194e-02,-1.630084813e-01,7.033572998e-03,3.881092416e-03,1.436127275e-01,-1.556930542e-01,-1.311791241e-01,-1.790008247e-01,-4.686092213e-02,1.149145812e-01,-4.156143218e-02,1.237454116e-01,-3.430924565e-02,1.205501258e-01,-1.776746362e-01,7.692929357e-02,8.406731486e-02,1.221218780e-01,-2.249879390e-02,9.095606953e-02,4.438399896e-02,5.497043133e-01,-1.426889375e-02,1.781039834e-01,-1.720609814e-01,-9.028287977e-02,2.451840322e-03,-1.844701543e-02,-7.698764652e-02,8.034116775e-02,5.713826418e-02,-3.828378022e-02,-1.539848149e-01,-1.546825916e-01,6.810549647e-03,-9.025809169e-02,-1.776564270e-01,-5.347507000e-01,5.715480819e-02,-1.288665831e-01,5.075892434e-02,-1.055650935e-01,-3.174638003e-02,-6.174741313e-02,1.042614728e-01,-7.148769498e-02,2.253130525e-01,-4.945320264e-02,8.314074948e-03,-7.735043019e-02,2.103134058e-02,-4.087699950e-02,4.264743999e-02,-8.484543115e-02,4.371474683e-02,3.505805740e-03,-1.240548044e-01,8.557617664e-02,-5.107759312e-02,-5.302948505e-02,2.750071464e-03,-2.426569909e-01,-1.818797141e-01,-4.646924324e-03,6.011512503e-02,-3.456873447e-02,-1.284053922e-02,2.168927342e-02,1.942873374e-02,-8.983923495e-02,-1.750522256e-01,-2.147181928e-01,3.253217936e-01,1.067378595e-01,-5.118210986e-02,5.473779142e-02,7.954849303e-02,2.812388539e-02,-2.066650689e-01,4.407132417e-02,2.436480820e-01,1.118393317e-01,7.479231805e-03,7.977031171e-03,5.366396904e-02,-4.347232878e-01,-7.640660554e-02,2.995710634e-02,2.417207696e-02,-8.890853822e-02,-1.094304323e-01,1.188593358e-02,-1.849196553e-01,1.795388572e-02,1.448873878e-01,-2.718259580e-02,-2.505875230e-01,-1.212904900e-01,7.818527520e-03,-6.409318000e-02,-1.680882126e-01,4.786800742e-01,5.153460056e-02,8.796886541e-03,2.385251820e-01,1.675002091e-02,9.340205044e-02,2.637336031e-02,9.050314128e-02,-4.552935064e-02,1.651435494e-01,-1.202231124e-01,-1.245583687e-02,-6.902187318e-02,3.544197883e-03,7.746466435e-03,3.705381230e-02,-2.546359040e-02,9.382404387e-02,-1.411513686e-01,-2.371277511e-01,-2.993970364e-02,-5.471830070e-02,-1.025524437e-01,1.062199660e-02,-1.137322187e-01,-1.804447621e-01,8.780092001e-02,1.785894856e-02,-6.590060890e-02,-2.634372748e-02,2.992635965e-02,6.149375811e-03,-1.782138795e-01,-1.574801058e-01,-5.956941098e-02,5.437105522e-02,2.078077346e-01,-5.797490478e-02,-1.848461665e-02,1.808868796e-01,5.122714117e-02,-2.546352148e-01,7.014729828e-02,2.586048841e-01,1.281154901e-01,5.728943273e-02,-4.518571123e-02,-4.249565303e-02,2.680164874e-01,-1.691814512e-01,-8.671505749e-02,-3.865711391e-02,-3.159708977e-01,-1.152550206e-01,-1.023746580e-01,-8.277589828e-02,-1.010164842e-01,2.738080621e-01,-4.405169934e-02,-1.213388070e-01,-1.782421023e-01,-2.281608433e-02,-4.132895917e-02,-1.385539323e-01,-3.882018328e-01,3.160842881e-02,-5.333491787e-02,9.500251710e-02,-4.520973191e-02,1.238458082e-01,4.747855663e-02,-1.051576585e-01,4.339089245e-02,1.255264580e-01,-2.012247918e-03,-2.268903330e-02,-2.046155185e-02,2.214576676e-02,2.235870659e-01,1.010793447e-01,-1.075172275e-01,1.037780344e-01,-1.642864011e-02,-2.586800233e-02,1.580529809e-01,-7.264012843e-02,6.387118250e-02,2.779266564e-03,-1.068425030e-01,-2.217914313e-01,-3.958379477e-02,-1.161005348e-01,-7.382132113e-02,-6.407911330e-02,-1.555019468e-01,8.707769215e-03,6.803025305e-02,-5.463923514e-02,-5.554396659e-03,4.941993952e-02,7.561758906e-02,-9.859456122e-02,1.490880996e-01,1.048486158e-01,1.842182316e-02,-1.941299140e-01,6.869815290e-02,2.134168446e-01,1.095362231e-01,3.887592582e-03,-2.298127413e-01,-1.702799499e-01,3.359458223e-02,-1.892471910e-01,2.517988160e-02,1.109792199e-02,-1.014536694e-01,-2.709421813e-01,-1.578905620e-03,-9.080489725e-02,-3.945674375e-02,3.713789880e-01,-1.238091066e-01,-1.246046945e-01,-1.840182841e-01,-1.956965029e-02,-5.599328130e-02,-1.310327947e-01,-2.339491695e-01,-1.148471050e-02,-5.229103193e-02,6.779319793e-02,-1.245702337e-02,2.307374626e-01,-1.761953384e-01,1.088945344e-01,1.529856957e-02,-1.901403628e-02,1.407207828e-02,-5.498062819e-02,-2.912957221e-03,3.489695862e-02,-1.351902932e-01,2.291066498e-01,-4.889616743e-03,1.769530773e-01,-4.074075841e-04,-2.367403544e-02,4.299088195e-02,1.676395908e-02,1.911779679e-02,-1.272263378e-01,-1.074799374e-01,-2.353428900e-01,2.555330843e-02,-3.536788374e-02,-6.706535816e-02,-2.673774585e-02,4.024937451e-01,1.008711639e-03,4.555458203e-02,-6.464289129e-02,-1.344092637e-01,2.474147081e-02,2.214297205e-01,-1.081533730e-01,-1.497120559e-01,1.343138367e-01,-4.396500066e-03,-2.078794390e-01,6.001623347e-02,2.032611966e-01,7.250364125e-02,2.482768521e-02,-1.303347647e-01,7.218987495e-02,1.030376703e-01,-3.582767844e-01,-7.701668888e-02,1.155958548e-01,-1.654925644e-01,-2.099164203e-02,3.297383338e-02,-1.450405866e-01,-2.502511255e-03,3.074192107e-01,-1.823125333e-01,-8.451133221e-02,-1.333321333e-01,-4.340211675e-02,3.049692512e-01,-2.187178582e-01,-1.289573759e-01,1.431405693e-01,3.279689699e-03,-3.014758602e-02,-2.006842941e-02,2.452634126e-01,6.378982961e-02,3.481479734e-02,2.960441075e-02,-8.909826726e-02,-2.441307716e-02,-6.624223292e-02,-2.928045206e-02,3.318531439e-02,-2.622273564e-01,2.125182003e-01,-1.112205982e-01,3.229040504e-01,-3.370601684e-02,-8.679696172e-02,-3.121097013e-02,-2.380863279e-01,4.340280220e-02,-2.839584835e-02,-1.359540969e-01,-8.759475499e-02,1.312839687e-01,-5.400178209e-02,-5.426813290e-02,-2.207807451e-02,6.911023706e-02,-1.372076124e-01,-2.257438749e-02,-1.961220652e-01,-5.448980257e-02,8.133381605e-02,1.412789077e-01,5.344778299e-02,7.457485795e-02,1.253045350e-01,6.490617245e-02,-8.834813535e-02,1.226884127e-01,6.591218710e-02,1.314586401e-01,4.635684192e-02,2.623610385e-02,6.078404933e-02,7.658514194e-03,-2.593919039e-01,2.402163669e-02,2.351632118e-01,-1.001762301e-01,2.500134893e-02,-1.531083733e-01,-1.200253442e-01,7.706372440e-02,1.865747273e-01,7.574640214e-03,-2.769651115e-01,-1.334629506e-01,-2.771111019e-02,-1.032609046e-01,-6.980057806e-02,-3.784494102e-02,2.132078707e-01,-1.177396849e-01,8.644691855e-02,-6.386668980e-02,1.826462150e-01,4.258596525e-02,7.385131717e-02,-9.988998622e-02,-7.549794018e-02,-1.655948311e-01,1.385299116e-01,-1.100719199e-01,-1.593062468e-02,-1.157359779e-02,9.459467232e-02,-4.805512354e-02,1.268033832e-01,-4.658817872e-02,-2.441437691e-01,2.748923749e-02,-3.831716478e-01,2.648520842e-02,-8.337843418e-02,-1.553317904e-01,-9.981682897e-02,1.979711838e-02,7.100746036e-02,-3.238707036e-02,-1.021015923e-02,7.006247342e-02,-1.568288207e-01,-8.155341446e-02,-1.690441072e-01,-2.167275362e-02,2.505330136e-03 +thresholds = 1.869655214e-02,-4.880264997e-01,-3.803080320e-02,-1.705360785e-02,-4.529097378e-01,-3.085361421e-01,-6.204383820e-02,-5.988700781e-03,-5.776326060e-01,-3.004119359e-02,-7.385220379e-02,-2.848068774e-01,-6.388573050e-01,-3.537210822e-01,-6.479105353e-01,3.198847473e-01 +weights1 = -6.323533133e-03,-8.430580050e-02,-1.741153151e-01,-6.017307896e-08,-1.743370593e-01,-2.300065197e-02,-2.824864537e-02,-3.288370465e-07,6.028689910e-03,4.695295356e-03,7.844222161e-09,2.606295049e-03,5.006540939e-02,5.856682081e-03,-2.480249256e-01,-2.194680746e-05,9.447389004e-08,-2.341249585e-02,1.025444176e-02,6.475606933e-03,7.859194302e-04,1.799549907e-02,9.412609041e-03,-1.610906422e-01,-1.745221764e-02,1.883979530e-05,-1.146183070e-02,-5.297704935e-01,9.326589853e-02,-2.431495339e-01,-2.549896999e-05,1.171661690e-01,3.505821056e-08,4.139354080e-02,4.321883619e-02,-1.354046764e-09,1.452755034e-01,-4.267941733e-08,-3.312094510e-02,-1.374856282e-07,2.721534656e-05,2.226339566e-04,-5.458579864e-03,1.048561186e-01,-3.136836737e-02,-2.961148880e-02,1.966532320e-03,2.704393677e-02,-2.520537201e-08,3.128937911e-03,-1.873076030e-06,4.664708467e-05,-3.052224219e-02,1.314174458e-08,-1.836570539e-02,4.688872397e-02,-6.712758704e-08,1.580058218e-08,4.683431610e-02,3.561881185e-02,-5.106690526e-02,3.984268755e-02,-4.722011834e-02,-1.123181731e-01,-1.172587834e-02,8.043937385e-02,7.253979146e-02,1.512227580e-02,2.732277513e-01,-1.694831120e-08,1.298488304e-02,-2.832055325e-03,-2.155840775e-05,-1.957115903e-02,-2.451623417e-02,3.340986371e-02,-1.778032631e-02,-2.602792904e-02,1.458684653e-01,8.887949662e-05,-1.733663375e-03,1.919530332e-02,2.885423555e-06,-5.939836800e-02,-3.916503116e-02,-6.678343052e-04,-4.238889366e-02,1.478915513e-01,7.920488088e-08,-7.450147166e-08,1.462242454e-01,2.417197824e-01,-1.064463109e-01,1.660458446e-01,-2.758355322e-06,-1.713403612e-01,2.764746831e-08,-3.106340207e-02,1.420984918e-04,-1.304186182e-03,1.090452150e-01,-3.902248293e-02,-5.000636447e-03,-5.472963949e-08,2.856971264e-07,-4.893775895e-06,6.044660950e-08,9.635916911e-03,-1.536128548e-05,-3.426871564e-10,3.643489676e-03,6.232860272e-08,-5.749356933e-03,-4.109378438e-03,-6.917397492e-03,-3.610660215e-08,-1.890481450e-02,-4.073608295e-08,-5.939831681e-06,2.510363050e-02,1.266507246e-02,1.415697515e-08,1.430059201e-03,7.652976364e-02,-6.410568953e-03,8.239621669e-02,4.235084106e-08,-8.107738942e-02,7.484879810e-03,-4.623988643e-02,-7.533261180e-02,-5.358385380e-08,-2.518171072e-01,-7.544307970e-03,-2.260447014e-03,-1.080350019e-02,3.607357939e-05,1.090336870e-02,5.542340631e-08,-5.048665684e-03,1.345703844e-03,1.414713799e-03,-1.145477518e-01,4.527384590e-06,-2.102148347e-02,-3.722767287e-04,-3.874813410e-05,8.026225492e-03,3.997512395e-04,2.074951766e-07,2.508243080e-03,-1.520497203e-01,9.564541280e-03,1.542963946e-05,-9.734085202e-02,-2.382547557e-01,9.572274238e-02,-2.149097770e-01,-9.943826626e-06,1.008104458e-01,2.688514833e-08,1.393903396e-03,9.090974927e-03,-2.187646864e-08,2.273055911e-02,-2.691698775e-08,-2.422971738e-05,2.800570975e-08,8.935906237e-08,2.608647197e-02,2.471371552e-08,1.735318266e-02,-4.643935536e-04,-1.647632569e-03,5.877746735e-03,2.305753529e-02,3.659656755e-08,-3.146404028e-02,8.859924972e-03,1.445901580e-02,-3.629621688e-06,-5.645179613e-08,-1.237497327e-05,2.104290389e-02,-6.943461951e-03,4.082201954e-08,2.169848420e-02,4.924814403e-02,-4.054507241e-03,2.236394025e-02,-3.362115208e-08,5.707378499e-03,5.126345570e-08,-1.670511439e-02,-1.517527252e-01,3.195882314e-08,-1.559218466e-01,-1.849551126e-02,-2.207077481e-02,-3.728214892e-07,1.094222098e-04,1.731431298e-02,-7.189572323e-03,1.588270813e-02,5.533253402e-02,3.053082619e-03,-2.554031312e-01,2.612912976e-05,5.273668080e-08,-2.358551696e-02,-2.501288429e-02,2.553070895e-03,4.823694690e-05,-2.163311653e-02,2.828455903e-02,-1.565617174e-01,7.318346761e-03,1.909133425e-05,-3.489465266e-02,-4.662574232e-01,7.576499134e-02,-3.034496605e-01,-1.531100739e-02,1.013118625e-01,1.856898703e-02,3.354430944e-02,-7.865964435e-03,-1.376695113e-08,1.094183922e-01,6.383469042e-08,-1.566966996e-02,-5.281803084e-08,7.555536286e-06,-2.045315690e-03,-1.318422793e-08,6.032188982e-02,-5.481967703e-02,-4.783127084e-02,1.750030904e-03,1.738659012e-05,-1.976095140e-02,4.469050560e-03,3.455420583e-02,-2.823049389e-02,3.905566037e-02,7.426279147e-09,-4.857369699e-03,1.491402369e-02,-4.003698706e-08,-1.989366005e-08,2.257699519e-02,-5.571446940e-02,-2.957920078e-03,1.298030373e-02,-6.139746489e-08,-3.172122315e-02,9.488947228e-08,7.803840190e-02,5.788628757e-02,3.467120635e-08,3.192372024e-01,-1.074210741e-02,5.663990160e-04,-1.728642616e-07,1.053689921e-04,-4.852761980e-03,6.099639194e-08,8.389577270e-02,-6.897739368e-04,5.961828399e-03,1.685986817e-01,-1.846962795e-02,6.283949006e-08,3.508510441e-02,2.159561409e-04,1.526827873e-05,1.500935410e-03,-1.726888679e-02,-2.389180008e-04,1.885773391e-01,1.610751177e-08,-5.787760019e-03,1.127654687e-01,3.439435661e-01,-1.739177480e-02,1.912931949e-01,-1.182158212e-05,-8.672331274e-02,4.684788735e-08,7.571893185e-02,4.175794311e-03,1.524299442e-08,2.079386413e-01,8.545113727e-03,2.265147850e-05,-7.161661517e-03,3.158593529e-07,-1.071417821e-03,-5.338194314e-03,3.512414172e-02,-5.209434405e-02,-2.362320174e-06,7.328040153e-02,-6.381786477e-08,7.786454148e-08,-2.246128679e-05,-3.834918871e-08,3.844809271e-08,-2.325331792e-03,2.546633768e-04,-1.474423893e-02,1.084395349e-01,1.751207374e-02,-1.489083346e-08,6.654996425e-02,7.648728043e-02,-7.206660509e-02,1.016674191e-01,-2.483056858e-02,-6.826551259e-02,-4.032943770e-02,9.019964188e-02,1.085232049e-01,-1.347413380e-02,3.342879117e-01,-7.982859388e-03,8.742482960e-02,-9.008145891e-03,9.535914432e-05,-6.661339104e-02,1.679585315e-02,4.850915447e-02,-1.590407267e-02,4.733516835e-04,5.566904321e-02,5.645501005e-05,-7.280571168e-08,5.493744463e-02,1.641159615e-04,-2.067765407e-02,-3.270505741e-02,3.707117102e-08,-4.548917338e-02,1.161246374e-01,6.570078881e-08,3.101538368e-06,1.669441909e-01,1.850126088e-01,-1.863654107e-01,1.736059934e-01,-1.671326004e-06,-2.240562886e-01,-2.034294419e-02,1.711410284e-02,3.698444052e-04,-4.628278205e-08,4.745793715e-02,-4.547881716e-08,1.503813291e-05,-1.868849061e-02,-1.242967301e-06,-2.190668602e-05,-4.548913068e-08,1.504483353e-02,-6.471703295e-03,1.025447432e-06,-7.633958012e-04,-4.652856234e-08,-7.499663625e-03,-2.857909724e-02,1.408413937e-07,2.556643892e-07,-1.994967833e-02,-1.890191292e-08,-2.961062454e-02,8.114738390e-03,3.484007749e-08,-2.524489537e-02,2.816033363e-02,2.882656828e-02,-3.357364237e-02,4.047584254e-03,1.047895353e-07,-8.335558325e-02,-1.329759136e-02,-3.864606470e-02,-8.377107978e-02,-2.537736243e-08,-2.643686235e-01,-7.522698553e-08,-4.726639017e-03,1.749152131e-02,-3.383427858e-02,4.586463619e-04,-1.000609063e-02,-1.846786588e-02,7.013897266e-05,2.503858705e-04,-6.973485649e-02,-8.057584637e-06,2.167075230e-08,-1.358907670e-02,-7.486597497e-06,9.194927406e-05,5.065037985e-04,-1.023150897e-08,4.278956912e-04,-1.667965204e-01,-5.329361130e-08,-1.352822920e-07,-7.226664573e-02,-1.213830635e-01,4.615592584e-02,-8.065178245e-02,-2.404771294e-06,6.475365907e-02,-8.731076494e-03,-1.803327032e-04,1.518722911e-05,-7.404204894e-08,-1.053615197e-04,2.392654493e-02,3.974160552e-02,-4.218156846e-08,-7.879760116e-03,-2.608267032e-02,-7.289582982e-08,1.280604862e-03,-4.111587629e-02,2.492656000e-02,-5.923304707e-03,-3.140140790e-03,7.955384208e-04,-4.017102401e-05,-2.207559720e-02,5.217775012e-08,1.309197955e-02,2.363039413e-03,-1.490807153e-05,3.618634219e-05,9.272545753e-08,-7.858152884e-08,-5.053782370e-04,-2.154893009e-04,1.417949243e-04,3.444510698e-02,-1.719659381e-02,2.496104315e-02,-4.593061043e-09,-7.567069493e-03,-1.258163601e-01,3.540676786e-03,-1.584958881e-01,9.470146149e-03,-1.287160325e-03,-3.637626662e-07,-7.232122123e-03,9.320387617e-03,-4.427544028e-02,-7.806767710e-03,6.371944398e-02,1.244334853e-03,-2.730047703e-01,5.896855146e-03,-2.475482042e-08,1.938550547e-02,6.334831414e-05,-7.088214159e-03,4.236757755e-03,-1.230254420e-04,8.946327725e-04,-1.960427463e-01,-1.455489080e-02,-9.392941371e-03,4.367936868e-03,-5.805043578e-01,7.381980773e-03,-3.175022900e-01,-1.150474600e-05,1.297259238e-02,-1.855149456e-08,1.175346300e-01,1.045027864e-03,4.395340625e-08,2.019645721e-01,-4.599010595e-08,5.332444562e-05,-2.213941887e-02,3.748987865e-06,-2.209833078e-02,8.277113750e-08,1.058971584e-01,-6.706562638e-02,3.796967576e-05,-1.376013923e-02,2.509764499e-06,-3.417533279e-08,-2.028029785e-02,1.058751451e-07,1.713293046e-02,-1.288304105e-02,3.138202231e-08,-7.827032357e-02,1.126940362e-02,-2.772921696e-02,4.268058262e-08,1.008281708e-01,-9.050405025e-02,-2.224940062e-01,-1.011163346e-03,1.453485993e-06,-2.552521527e-01,1.386804716e-08,1.366874874e-01,2.300346047e-01,-6.825906063e-09,2.514423430e-01,-5.656827540e-08,-6.141937524e-02,6.440734956e-03,1.400497422e-04,7.725149859e-03,-6.494008886e-08,2.486454844e-01,-7.730280608e-02,1.181649510e-03,2.386866361e-01,3.914785758e-02,-7.690375980e-08,-1.209058687e-01,4.151383564e-06,-1.082008611e-02,-3.542646766e-02,-2.377421104e-08,-1.265475061e-02,2.143524885e-01,4.286431707e-03,1.705465422e-07,8.703473024e-03,4.142169654e-01,8.745466359e-03,3.517127037e-01,-3.132829443e-02,8.487597853e-02,-1.690073326e-08,-3.043253382e-04,8.711582050e-03,5.794431956e-08,4.405058175e-02,1.856145263e-02,2.985523651e-08,-1.428985463e-08,6.683431100e-03,1.599994903e-05,3.643904114e-03,5.733894650e-03,1.949301688e-03,1.529776119e-02,2.681549452e-02,2.907582711e-06,-7.856482398e-08,-3.313904017e-05,4.577629298e-08,-5.523038656e-02,9.065466002e-03,7.352623044e-08,3.256042692e-05,-2.266232332e-04,2.069706007e-08,-2.540738642e-08,4.851877689e-02,1.045294777e-01,8.739359328e-04,5.232845619e-02,1.491530099e-08,-4.176375270e-02,3.524525790e-03,-2.840799838e-02,-6.712720543e-02,-4.710371047e-02,-8.686260879e-02,-7.915100042e-08,8.285051445e-04,-4.412264332e-08,-3.869131433e-07,-1.322306343e-03,3.688973749e-08,-8.405105327e-04,5.642961478e-04,1.665269810e-04,-8.528427780e-02,-2.228428457e-05,-2.354654297e-02,1.483918400e-03,2.071472863e-06,-3.026429476e-05,-1.662589959e-03,-1.489261425e-08,-5.972876400e-02,-1.338456124e-01,5.538393566e-08,-3.885830893e-07,4.993118718e-02,-1.907355189e-01,-6.166728213e-02,-1.882539839e-01,2.083897243e-06,-9.138311446e-02,3.147430345e-02,5.049868301e-02,-1.287143864e-02,-2.724308423e-08,1.772486418e-02,7.576506644e-10,6.064562331e-05,-6.303135771e-03,1.914164517e-03,5.176445848e-05,-1.297051553e-03,1.931006275e-02,-4.424322769e-02,-4.046288268e-06,-5.071985722e-02,4.166300187e-06,-2.325548998e-08,2.723911348e-05,1.469910984e-07,-1.900721855e-07,1.004084766e-06,1.205018751e-08,-8.755158633e-03,-4.669291526e-02,9.776611876e-08,1.704472676e-02,1.484765112e-02,-5.335038155e-02,-8.110797405e-02,-2.907926589e-02,2.487174555e-08,-1.123516932e-01,-7.029404259e-08,-4.953937978e-02,-3.970920574e-03,-1.631346613e-08,-2.598030865e-01,-1.294678636e-02,2.492781170e-02,-1.149426581e-07,4.943522799e-05,-5.643516313e-03,3.670783144e-08,3.734104708e-02,-8.749692701e-03,1.404086361e-04,-1.438947618e-01,3.841882062e-05,-3.298898932e-08,1.306706690e-03,-5.437861182e-05,1.188152382e-04,-2.649738744e-04,-6.912683830e-07,2.043790556e-02,-1.328147948e-01,1.756406398e-08,1.748725663e-05,-1.019320562e-01,-2.405500561e-01,2.167210914e-02,-1.928883493e-01,-1.942936797e-05,8.851753548e-03,-5.502731071e-08,-1.482264721e-03,1.496387366e-02,-8.772653359e-08,-1.378480643e-01,9.834772108e-09,1.526762026e-05,5.706997896e-08,-3.024021566e-07,1.665540598e-02,-2.268847110e-09,-9.044303000e-02,2.289076801e-03,-1.147562489e-05,1.971100084e-02,2.753287390e-06,4.812888221e-08,3.552952409e-02,1.286405697e-02,1.341700274e-02,-1.882762945e-06,-5.089698359e-03,6.388400652e-05,7.103940006e-03,-5.759740248e-03,-2.747894889e-08,-1.982586831e-02,4.546115920e-02,9.473146498e-02,1.068859361e-02,-7.644668898e-08,5.283292383e-02,-6.649992201e-08,1.010799557e-01,7.561839372e-02,6.689434429e-08,2.715737820e-01,-3.693072514e-08,-1.979758497e-03,-8.035916466e-08,5.409450387e-05,9.656623006e-04,1.110537723e-02,1.296275109e-01,-8.856292069e-02,1.589116437e-04,8.208922297e-02,-4.865981173e-03,1.021248774e-08,-1.541496720e-02,-3.688711300e-02,-1.513299958e-05,3.039582807e-04,-5.033410341e-02,-3.678683937e-02,9.816168994e-02,-1.718908460e-09,-2.571887308e-07,1.458901763e-01,1.746112555e-01,-1.143471822e-01,2.280542403e-01,1.094290521e-02,-1.427808553e-01,7.755677700e-08,9.154273197e-03,3.864676401e-04,-1.727032475e-02,6.642456353e-02,-2.683385089e-02,1.813022550e-07,-3.498064587e-03,-1.386023882e-07,1.768872789e-05,1.120460524e-07,3.672149405e-02,-1.731600054e-02,-3.273167749e-06,-1.373058622e-04,3.272956703e-03,-3.175190091e-02,-3.633080951e-06,1.567965846e-08,8.806698304e-08,2.993346751e-02,-7.825751425e-08,-2.586782910e-02,2.321943082e-02,1.834168550e-08,-6.691961829e-08,2.309486829e-02,-2.909126051e-04,-3.713033721e-02,1.952661405e-04,-1.560119563e-03,-2.167831175e-02,-6.097216243e-08,1.059105247e-01,1.769115180e-01,-1.608518652e-08,2.870480418e-01,-6.637777972e-08,-2.604677528e-02,-3.638087094e-07,9.773282334e-03,1.760453219e-03,9.599843994e-03,1.898909509e-01,-2.868233621e-02,1.936920453e-04,3.077925742e-01,1.441430213e-04,-2.951766165e-09,-5.615280941e-02,1.568222942e-04,3.955333959e-04,-1.054968685e-03,-3.422847250e-03,-3.961727780e-04,2.569517493e-01,-7.305160921e-08,-8.419688697e-07,4.392569512e-02,7.706696987e-01,-5.292801559e-02,3.131191730e-01,4.453318194e-02,2.783947811e-02,1.546367537e-02,7.128959149e-02,8.613255806e-03,5.203909303e-09,1.128177941e-01,6.579146827e-08,1.591153023e-06,-3.621770972e-08,-1.482070928e-07,-1.662325487e-02,9.685130031e-09,4.455305263e-02,-2.895700186e-02,-3.289107932e-03,6.776338443e-03,1.277167939e-06,1.112845727e-08,4.795285804e-06,4.518940244e-08,-9.789302945e-03,1.817538305e-06,2.228153497e-02,-3.417476639e-02,5.130677298e-02,2.816899958e-08,1.543464911e-08,2.741558291e-02,3.841408342e-02,-5.635115132e-02,3.630838171e-02,6.188664514e-08,-2.206257172e-02,-2.666213028e-08,9.508136660e-02,6.887540221e-02,-4.000178855e-09,3.913569748e-01,-6.835905708e-08,3.201266751e-02,4.882214416e-04,-2.053432167e-03,-2.222042903e-02,3.941603666e-08,-1.370385569e-02,-1.905946247e-02,-8.705993183e-03,9.577732533e-02,3.994741292e-06,-5.517348001e-08,3.086832538e-02,2.322490141e-02,-1.079375870e-04,5.052323104e-04,-7.445408734e-09,-1.138247829e-02,1.262147576e-01,-2.603627713e-08,-1.821455129e-07,1.467825770e-01,1.770270318e-01,-1.509100199e-01,1.660610139e-01,-2.656722674e-03,-1.912758350e-01,-1.655734889e-02,1.125647032e-04,-1.736499398e-04,5.152382698e-08,2.850714140e-02,-1.227422059e-02,1.788130379e-03,-2.247098685e-08,-1.491233945e-07,-4.065209396e-06,7.246520717e-09,1.709389326e-04,-3.588432446e-05,1.096542235e-08,7.078932598e-03,-1.145637256e-07,7.888376530e-08,2.701378253e-05,9.645304111e-09,6.752745714e-03,1.703610085e-02,-2.643505298e-02,-1.371173747e-02,1.856274466e-04,-7.319355433e-08,-1.099568347e-08,3.996827081e-02,2.010110766e-04,-1.094962656e-02,2.116794058e-04,4.211632998e-08,2.354212292e-02,-2.049527659e-08,1.206868663e-01,8.538106084e-02,-3.869444321e-09,2.892308533e-01,-3.241700679e-02,-5.932842381e-03,-1.534055372e-07,2.433305963e-05,3.170684678e-03,-4.582486213e-08,9.716284275e-02,-4.659591615e-02,7.652655477e-04,1.798192263e-01,-4.931924923e-05,-8.751390502e-03,-3.267368674e-02,9.876836884e-06,3.419349014e-05,-1.454117894e-02,-3.252992542e-08,-2.976075932e-02,2.494549900e-01,-5.158812755e-08,3.064200271e-08,8.325423300e-02,4.486473203e-01,9.321643040e-03,2.137727141e-01,-1.770839663e-05,-2.986922301e-02,3.081009226e-08,4.999641988e-06,5.740429515e-06,-5.255444348e-02,5.282864347e-02,2.387894860e-08,8.570725640e-07,-2.660113759e-02,-6.489007376e-08,-9.286121667e-07,6.346013492e-08,2.014568076e-02,-5.393425226e-07,1.385591730e-07,4.074721038e-02,1.040845923e-02,-2.219985085e-08,1.562949829e-02,2.138795452e-08,7.615130926e-08,2.467736522e-07,-6.755250581e-08,1.436317916e-06,6.588074379e-03,7.679012981e-08,-3.193428633e-09,3.051514924e-02,1.545699965e-02,-2.309126314e-03,2.673809975e-02,-5.238087848e-03,-3.389133513e-02,-2.039898384e-08,-4.008845985e-02,-5.120506883e-02,-3.517142730e-03,-2.413030714e-01,-3.806485438e-08,5.065224133e-03,-3.399951538e-07,1.606022380e-02,1.307649072e-02,1.709524078e-08,3.960668668e-02,5.063672364e-02,1.843079459e-03,-1.151471883e-01,1.236515964e-04,5.243534495e-09,8.394793607e-03,1.044228920e-04,2.517495491e-02,4.534576461e-02,-5.079746479e-04,3.612852469e-02,-8.790949732e-02,-6.975341194e-08,8.192353998e-04,-9.368997812e-02,-2.205938101e-01,5.967687815e-02,-1.223006472e-01,-6.700078491e-03,4.037350789e-02,-5.439703443e-08,-1.944124885e-02,9.952292591e-02,-6.527302787e-08,-7.935298979e-02,-6.579839784e-09,1.467357040e-03,-4.498896655e-03,6.770181062e-05,4.182350636e-02,-1.744107157e-02,5.699736066e-04,6.475287676e-02,1.311449241e-02,2.983331308e-02,-1.827947563e-05,1.262881089e-08,8.061705530e-02,5.935473837e-06,1.047222686e-04,2.482130658e-04,1.200616339e-06,2.729253285e-02,6.251967698e-02,2.215445427e-08,1.382205449e-02,-8.893480152e-02,7.691030204e-02,1.995627135e-01,9.222183377e-02,1.941717416e-02,2.499814332e-01 +biases1 = 8.647663890e-06,-2.145462297e-02,1.183322445e-02,-1.873809262e-03,1.275548786e-01,0.000000000e+00,3.460158780e-02,-2.854021266e-03,-1.077284850e-02,1.488453057e-02,-5.100683309e-03,-3.092466109e-02,1.152276993e-01,1.420088392e-02,-2.278453484e-02,-8.167775348e-03,0.000000000e+00,7.998405397e-02,7.404392119e-03,-1.607399806e-02,3.204385191e-02,2.098015284e-05,1.058400348e-01,-6.730191875e-03,5.708056036e-03,-1.955580898e-03,6.709618028e-03,-1.547135115e-01,2.226864249e-01,-2.637267299e-02,-1.647079736e-02,2.359590232e-01 +weights2 = -7.684785407e-03,2.847226262e-01,4.479901493e-01,-1.973636821e-02,8.805574775e-01,5.282327067e-03,-1.178486049e-01,1.242717355e-02,2.110145986e-02,-7.742267847e-02,-1.558810752e-02,3.273384571e-01,-1.657480448e-01,-3.364155814e-02,7.198874354e-01,1.735395566e-02,-1.753128879e-02,-1.664985120e-01,-1.228404697e-02,1.955519803e-02,-4.865336046e-02,-1.188106462e-02,-1.395644695e-01,6.381852031e-01,1.929161511e-02,6.277008913e-03,3.541451395e-01,1.466746092e+00,-3.491849601e-01,8.658187389e-01,-1.085882448e-02,-4.378870428e-01 +biases2 = -1.731286049e-01 diff --git a/params/D00100.001.txt b/params/D00100.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..f814a58e6ea06f0eb8c2326c80dac7e64f0decf6 --- /dev/null +++ b/params/D00100.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.018106356e-02,2.223216183e-02,-1.504137908e-04,-8.047801202e-06,3.941121325e-02,-2.307375520e-02,-1.767733920e-05,1.833690703e-02,1.860411465e-02,3.738407791e-02,-2.065668525e-08,-2.995459727e-05,-4.191636294e-02,-4.807595536e-02,5.038378877e-04,-1.740856715e-05,-1.334937364e-01,-1.890631206e-02,1.183623826e-04,-1.788068948e-05,-1.102773249e-01,-1.730269343e-01,-1.160112151e-05,-7.245590538e-02,-2.277952433e-02,-5.992129073e-02,-1.775728924e-05,-3.895441478e-05,-3.369101882e-02,-1.643187180e-02,-1.033342560e-03,-1.485529720e-05,-1.118623391e-01,-3.694490343e-02,6.214688183e-04,1.883341611e-06,-1.164393276e-01,-2.209430337e-01,-1.975638770e-05,-8.446491510e-02,-1.447600685e-02,-8.403070271e-02,1.033063563e-05,-2.799667709e-05,-2.441954799e-02,-2.409150824e-02,-9.929024382e-04,-1.893936133e-05,-2.991527617e-01,-9.766343236e-02,-5.509844050e-04,-3.293819100e-05,-6.856653839e-02,-9.043791145e-02,-4.512417945e-05,-5.435947701e-02,-2.231673105e-03,8.311559446e-03,-2.708859938e-05,5.462930517e-07,-2.659888379e-02,-4.674182832e-02,1.040068339e-03,-1.576438990e-05,-1.226161327e-02,-1.855177991e-02,-4.205811711e-04,1.323324159e-05,-3.682057722e-04,1.150537878e-01,-3.768952956e-05,-1.455907337e-02,2.919250866e-03,-9.986295365e-03,-1.455263464e-05,-2.245642463e-05,2.113210969e-02,2.300326712e-02,-7.496536127e-04,-4.726460975e-05,-2.237036079e-02,-3.721748665e-02,1.030622934e-05,-3.133646487e-06,-7.711590081e-02,-8.999737352e-02,-2.378241516e-05,-4.375874624e-02,-2.019463293e-02,-8.560713381e-02,1.261488160e-05,9.295324162e-06,-1.066839993e-01,-2.582131512e-02,-4.064500681e-04,-1.696336767e-05,-2.964716256e-01,-2.693769149e-02,7.104411488e-04,1.609135506e-05,-1.660215557e-01,-7.945483327e-01,-9.945521924e-06,-1.070275456e-01,6.186455139e-04,-1.739583760e-01,-1.213354517e-05,-1.551848618e-05,-4.257446527e-02,-1.060352623e-01,1.353735803e-03,-1.698040978e-05,-2.336482704e-01,-4.853537679e-02,-3.170968848e-04,6.766425486e-06,-1.237799972e-02,2.620088160e-01,-3.121810369e-05,-2.771348134e-02,-4.229859449e-03,1.713337898e-01,2.661757208e-05,-4.621214430e-06,1.613390748e-03,-2.641489916e-02,-6.798039540e-04,-1.575102033e-05,-3.769968078e-02,-1.264179684e-02,-3.683371469e-04,-2.497614332e-05,2.605423331e-02,-4.255488515e-01,-1.968597462e-05,-1.808635704e-02,-8.164936677e-03,-1.289790571e-01,-1.950761907e-05,-1.336679452e-05,-3.386766464e-02,-1.569282077e-02,5.431966274e-04,-1.625593177e-05,-6.819759309e-02,-2.987460606e-02,1.684355811e-04,-3.309614112e-05,-5.879216641e-02,-4.383350611e-01,-1.281804907e-05,-3.683912382e-02,-1.259069983e-02,-1.359969974e-01,-2.660792779e-05,-1.372350562e-05,-1.288539469e-01,-6.071992218e-02,-4.108481226e-04,-3.012781599e-05,-2.654373646e-01,-6.023964658e-02,4.752702371e-04,-2.025212069e-07,-3.809789121e-01,7.910094857e-01,-1.290509317e-05,-1.919106841e-01,1.234891731e-02,3.014303744e-01,-2.025883077e-05,-9.670687177e-06,-9.832974523e-03,-4.488346353e-02,-2.214572160e-04,-2.766959005e-05,-1.932791173e-01,-2.852979116e-02,-3.501432948e-04,6.741007837e-06,1.578883231e-01,-4.346637428e-01,-1.931676343e-05,5.388918146e-02,-1.241346728e-02,-1.346325427e-01,-6.748661235e-06,-9.102425793e-06,4.588245600e-02,-1.399226766e-02,-4.858310276e-04,-2.144554128e-05,-5.117250606e-02,-1.575992256e-02,-6.773460773e-04,4.788812930e-06,-2.371352762e-01,-4.505354464e-01,-8.781762517e-06,-1.938275248e-01,3.697911650e-02,-1.428864002e-01,-2.328957817e-05,-8.148272173e-06,-1.314061582e-01,-3.704859316e-02,-7.716754044e-05,-1.532100396e-05,-9.514153004e-02,-1.437507570e-02,-2.431440662e-04,-7.851538612e-06,-2.515964508e-01,7.803756595e-01,4.445651484e-06,-2.022161186e-01,-3.028286621e-02,2.490550280e-01,-8.114085176e-06,-2.128815504e-05,-1.294761002e-01,-1.398479789e-01,-6.715623895e-04,-5.530720500e-06,-3.659235239e-01,-2.782606147e-02,1.155148377e-03,-6.208042009e-07,4.819318056e-01,-4.146537483e-01,3.695769465e-06,4.036087394e-01,-3.137941658e-02,-8.933123946e-02,-2.984999628e-05,-8.223778423e-06,2.613876462e-01,2.904952737e-03,-6.769312313e-04,-3.360771370e-05,-5.242212117e-02,-7.330042869e-02,-2.395506745e-04,-2.791053021e-06,-2.490739226e-01,-4.227145016e-01,-3.386043682e-05,-2.005846202e-01,3.870977089e-03,-1.150771007e-01,-4.338932922e-05,8.069590876e-06,-1.272164583e-01,3.867335990e-02,9.535496356e-04,-1.884034282e-05,1.277896203e-02,-2.074552141e-02,-5.684649805e-04,1.399385292e-05,-2.685948312e-01,7.224451900e-01,-3.475525546e-06,-2.190973461e-01,2.329117386e-03,1.893892437e-01,-9.364360267e-06,2.500286064e-05,1.531127244e-01,-1.324862801e-02,1.163751585e-03,-2.425078856e-05,-2.188806050e-02,1.444647438e-03,3.412649094e-04,-1.551496462e-05,4.763555825e-01,-4.447954297e-01,8.068323950e-06,4.009165466e-01,-2.678547613e-02,-1.107833758e-01,2.441419747e-05,-3.942919648e-05,-3.272612393e-02,-2.030948550e-01,-8.449871093e-04,-3.341836054e-05,-3.343760669e-01,-9.687273949e-02,7.338108844e-05,-2.213823063e-05,-2.243388444e-01,-4.487003982e-01,1.009126026e-05,-1.847550720e-01,-3.692595288e-02,-1.720089614e-01,-3.427722550e-05,-2.313806590e-06,-1.069982722e-01,1.444193721e-01,-1.681806520e-03,-4.743826867e-05,-2.212804109e-01,-1.507845800e-02,5.920521653e-05,3.392518556e-05,-2.392761856e-01,-3.364586532e-01,-2.773482993e-05,-1.900725961e-01,4.060108587e-02,-4.752787761e-03,-2.976059659e-05,1.469416929e-06,-1.399978846e-01,-6.333715469e-02,8.028628654e-04,-1.694438106e-05,3.250073642e-02,1.425745897e-03,-2.068084577e-04,2.292559293e-05,4.324892759e-01,-4.814436138e-01,-3.791590643e-05,3.304659128e-01,-3.641092405e-02,-3.865903243e-02,-3.219689097e-05,1.858080850e-06,2.078975886e-01,-3.769292682e-02,-1.089336467e-03,-1.376816243e-07,-1.377903968e-01,-3.295066208e-02,2.159513533e-04,1.113062808e-05,-2.457977831e-01,-1.906518638e-01,-3.536341319e-05,-1.838203520e-01,-5.145987496e-02,3.673410788e-02,1.483832511e-05,-4.093609823e-05,-1.193488166e-01,-1.458356231e-01,-1.163907466e-03,5.532836440e-06,-2.582869530e-01,-1.084233448e-01,4.771199310e-04,-1.556792085e-05,-2.692504227e-01,-5.492097735e-01,5.561708349e-06,-2.216603309e-01,1.699788682e-02,-2.171347439e-01,-3.597814793e-05,2.617813516e-05,-1.682565957e-01,1.836452931e-01,-1.436902676e-03,1.247481123e-06,-2.010989189e-01,8.648384362e-03,-5.343160592e-04,-1.992322541e-05,-1.732656658e-01,7.138400674e-01,-7.156385436e-06,-1.179323047e-01,5.005805567e-02,1.207986400e-01,-2.464424142e-05,9.741644135e-06,-4.698836803e-02,-1.353788972e-01,3.130942816e-03,-1.906994839e-05,4.173431545e-02,-8.594059385e-03,-4.061713116e-04,4.180589895e-05,-3.133867085e-01,-4.272170067e-01,-3.354702494e-05,-2.313363403e-01,-2.441768907e-02,-6.209127232e-02,8.686222827e-06,-1.357972451e-05,-1.410532147e-01,1.053975746e-01,-1.088823192e-03,-1.576144678e-05,-1.513160765e-01,-5.262267962e-02,-4.718158452e-04,5.738007076e-06,1.728713959e-01,-4.340251684e-01,-2.067020432e-05,1.183789894e-01,-3.076042049e-02,-5.521662906e-02,5.597385666e-07,6.754176866e-06,-6.189652160e-02,-3.467607871e-02,-1.214243472e-03,-6.874413884e-06,-3.549877703e-01,-4.231845215e-02,1.052068197e-03,1.555851122e-05,-3.765736818e-01,7.978278399e-01,-4.234027074e-06,-3.176981211e-01,4.272387177e-02,6.977503002e-02,-3.885569458e-05,-2.680561010e-06,-1.545478702e-01,-1.995707303e-01,2.814588835e-03,-2.031173244e-05,-1.001796573e-01,-2.770189010e-02,-2.360118960e-04,2.268596472e-05,2.612585723e-01,-4.440293312e-01,-9.166406016e-06,2.376107424e-01,-8.420930244e-03,-5.064151436e-02,-2.474645407e-05,2.721747660e-05,2.309265286e-01,-6.433310919e-03,-1.113537233e-03,-1.085338408e-05,-1.281147301e-01,-8.470905945e-03,-4.232786887e-04,1.643675387e-05,-2.260226756e-01,4.871137440e-03,1.317491751e-05,-1.691512614e-01,-8.274829015e-03,-2.622068487e-02,1.862447789e-05,-2.333061821e-05,-1.278990358e-01,1.866344810e-01,-5.679469323e-04,-2.865801616e-05,-2.475692034e-01,-6.641598791e-02,-2.476021764e-04,-2.100573147e-05,-2.447391748e-01,-1.028665341e-02,-9.773934835e-06,-1.998370886e-01,-3.910620138e-02,-4.675414041e-02,7.075713256e-06,-9.815316844e-06,-1.328248829e-01,-1.501179338e-01,5.353178713e-04,-1.354683991e-05,-3.726777732e-01,-1.938261837e-02,-3.067341167e-04,-3.575276060e-05,4.507625997e-01,-2.388369441e-01,-3.570948365e-06,3.486957252e-01,2.331677824e-02,-7.676975802e-03,-7.412678769e-06,-2.891085933e-05,2.758677304e-01,-2.685924172e-01,-2.751056454e-04,-1.801667167e-05,1.836848259e-01,-3.693012893e-02,9.160806076e-04,-6.033633781e-06,-2.358862013e-01,-2.632115781e-01,-1.449142019e-05,-1.728518605e-01,3.152137157e-03,-1.758006401e-02,-1.624069591e-05,-3.568671309e-05,-1.418789178e-01,9.671776742e-02,-2.617067366e-04,-2.480509647e-05,-4.488923252e-01,-1.358575746e-02,3.558828612e-04,2.889364396e-06,-7.839735597e-03,-6.478597224e-02,-4.581869507e-05,2.170050284e-03,5.463982001e-02,-8.822062984e-03,-1.131485078e-05,-1.937721026e-05,4.476414528e-03,-1.541577280e-01,7.361889002e-04,-4.819906098e-05,-4.755642414e-01,-8.739300072e-02,2.300440683e-04,2.591730845e-05,-5.706128851e-02,-1.839836389e-01,-1.432460340e-05,-3.366013989e-02,-2.869293280e-02,-7.218375057e-02,-2.000598033e-05,-1.558582517e-05,2.627423964e-02,-1.328899115e-01,-9.532347322e-04,4.744054422e-06,8.361381888e-01,-1.163578592e-02,-6.083977059e-04,1.677803084e-05,-9.969320893e-02,-6.838335842e-02,-4.631869160e-05,-6.077187508e-02,-5.259237438e-02,4.701518919e-03,-5.660089300e-06,-3.512769399e-05,-8.032353222e-02,-1.812544912e-01,-1.194459968e-03,-8.504299331e-06,-4.763364792e-01,-1.858006604e-02,3.188523260e-05,-3.601990556e-06,-9.123377502e-02,-1.903325170e-01,-2.879034400e-05,-1.006237492e-01,5.858340301e-03,-2.190104872e-02,2.418850499e-06,-1.329646238e-05,-7.702672482e-02,3.330106437e-01,9.259521612e-04,-3.825455860e-05,-2.845553458e-01,-1.397628635e-01,8.253986598e-04,-1.102170791e-05,-7.781594992e-03,-8.651634306e-02,-2.107127330e-06,-1.157444622e-02,-3.173239157e-02,-2.913729101e-02,-4.812437692e-05,5.207396953e-06,1.604988053e-02,-1.575216651e-01,7.021234342e-05,-9.530745956e-06,7.823259234e-01,-1.366559267e-01,-4.532557505e-04,-2.953077819e-05,-1.201089248e-01,-1.428245753e-01,-3.981380723e-05,-8.412072808e-02,-1.808866300e-02,-2.086125687e-02,-1.171406439e-06,-3.101581797e-06,-6.506142765e-02,-1.763667017e-01,-1.430311095e-04,-1.347576017e-05,-5.279430151e-01,2.873161733e-01,-5.085783778e-04,-2.209651393e-05,-5.542352051e-02,-1.402003318e-01,-2.551037505e-05,-8.295100182e-02,-4.711885750e-02,1.005335012e-03,-4.077692211e-05,-1.755971971e-05,-5.136739835e-02,3.657337725e-01,-8.644071640e-04,-1.180903928e-05,-5.345075727e-01,-1.421943307e-01,1.138742227e-04,8.869616977e-06,-7.252018899e-02,-1.378514320e-01,-1.080422589e-05,-1.443500817e-02,7.605990767e-02,-4.924723133e-02,-5.676667570e-05,-1.760129089e-05,-2.626095153e-02,-1.671413928e-01,4.698997654e-04,-7.940368050e-06,7.879315019e-01,1.266436130e-01,9.075377602e-04,-2.886355787e-06,-2.710580826e-02,-2.044815570e-01,3.429013532e-06,-3.797749057e-02,-2.288486622e-02,-2.744643390e-02,2.816258984e-06,1.016536135e-05,-2.178077772e-02,8.498525620e-02,-4.710686044e-04,-1.317463375e-05,-4.587453008e-01,9.541183710e-02,-9.618884360e-05,1.989433804e-05,-1.192226186e-01,-1.039053053e-01,1.180865524e-06,-8.099341393e-02,-4.424677044e-02,-1.843734272e-02,-2.037158993e-05,-2.364145257e-05,-7.819896936e-02,3.002892807e-02,-3.424456227e-04,-3.180520798e-05,-4.910441339e-01,-1.594871283e-01,-5.248766975e-04,1.854179209e-05,-5.838299170e-02,-1.173705086e-01,-3.676592678e-05,-3.451619297e-02,7.420513779e-02,-2.946307696e-02,-5.559726924e-05,-1.769947448e-05,4.468574002e-02,-2.173402458e-01,5.878348602e-04,-1.489299848e-05,-4.029063582e-01,-1.938312203e-01,-3.594244481e-04,-2.821130147e-05,-5.113538727e-02,-8.169206232e-02,-1.457428607e-05,-3.954396397e-02,-2.792727761e-02,-2.282089554e-02,9.672615306e-06,-2.599003437e-06,-7.136137784e-02,-3.295833617e-02,-2.900123072e-04,-9.152503480e-06,-5.116960406e-01,2.902707756e-01,6.863346207e-04,-1.657373832e-05,-8.211280406e-02,-1.395317465e-01,-2.938101898e-05,-5.341228470e-02,1.756456308e-02,1.209308175e-04,8.781752513e-06,2.051522279e-05,-3.477384895e-02,-7.612682134e-02,5.708112149e-04,-3.909575025e-05,-2.306223214e-01,-1.306090355e-01,-4.172751505e-04,-3.906344136e-05,-5.414840207e-02,-1.157416105e-01,-2.085523192e-05,-6.275955588e-02,-1.046807785e-02,-3.428047150e-02,1.702734266e-06,1.135394814e-05,-3.834278136e-02,-1.165944859e-01,-7.255043020e-04,-2.014780148e-05,-5.607416034e-01,-1.519772410e-01,-8.401816558e-06,-3.260959784e-05,-6.937207282e-02,-1.345410794e-01,-2.275349107e-05,-5.952950194e-02,-2.445876831e-03,-2.038097940e-02,1.362717376e-05,-2.696666706e-05,2.036588639e-02,2.994669788e-02,-1.067680132e-04,-3.256151467e-05,7.383351922e-01,-1.388845444e-01,-2.869989839e-04,-1.571266512e-05,-5.029638484e-02,-1.176300123e-01,-2.436800742e-06,-1.730587520e-02,-2.552467585e-02,-4.371049255e-02,1.705235263e-05,6.948069313e-06,-7.389535010e-02,2.751172706e-02,-2.654610726e-04,-2.484171637e-05,-4.479655027e-01,-1.713301539e-01,3.915787966e-04,-5.368524853e-06,-6.028039008e-02,-1.354829669e-01,-3.420385610e-06,-5.250028148e-02,-4.521892406e-03,-4.937287420e-02,3.529542710e-06,-3.743942580e-05,3.944556788e-02,-2.848788630e-03,-1.456993486e-04,8.954617442e-06,-4.709314108e-01,3.475414962e-02,-5.433221231e-04,-5.403046998e-06,-5.376082286e-02,-8.300653100e-02,-5.247420177e-06,-5.702362582e-02,-5.056385417e-03,-1.960363612e-02,-1.292281104e-05,-1.067257472e-05,-6.146804616e-02,-1.081618071e-01,-7.269145499e-06,1.500083272e-05,8.017681837e-01,-2.111623585e-01,1.224799635e-04,2.753776698e-06,-8.138509095e-02,-1.341297477e-01,-3.240457954e-05,-1.158269774e-02,-1.342144608e-02,9.809550829e-03,-1.742479435e-05,-2.750079511e-05,-4.338440672e-02,3.000739962e-02,-5.310208071e-04,5.103810054e-06,-4.476334751e-01,2.165064514e-01,-4.631840784e-05,-7.973685570e-06,-6.038862839e-02,-1.547845304e-01,-2.116523319e-05,-7.190255076e-02,2.151675289e-03,-3.899513930e-02,-3.091031977e-05,-2.513597428e-05,-6.120505184e-02,-5.429921672e-02,1.804807252e-04,-3.347808524e-05,2.937304974e-02,-1.218273938e-01,1.756520942e-04,-9.448042874e-06,-6.476843357e-02,-2.422254086e-01,-1.948623867e-05,-5.304267630e-02,3.121370636e-02,-1.727002300e-02,-2.963922998e-05,5.511109521e-06,-5.812785774e-02,-1.699202880e-02,9.954343113e-05,-2.153783134e-05,5.922867730e-02,-1.383890212e-01,-4.152620677e-04,-9.177872926e-06,-5.915708467e-02,-8.602661639e-02,-1.578083470e-06,-5.292787030e-02,7.384601515e-03,-1.595499180e-02,-4.922927110e-05,-1.401769350e-05,2.629109100e-02,-5.636921152e-02,2.640567545e-04,-3.238806676e-05,-4.973857105e-01,2.484657913e-01,7.671250933e-05,1.479759339e-05,-5.403651670e-02,-1.302123964e-01,-1.152994537e-05,-3.194978833e-02,-3.869914450e-03,-3.400697932e-02,-2.102738836e-05,-2.829636833e-05,-5.934581161e-02,-1.409248915e-02,6.902762107e-04,-2.285173832e-05,-1.559194922e-01,-1.195684001e-01,1.129181328e-04,-2.080943159e-05,-7.787320763e-02,-4.897500575e-02,-1.051121944e-05,-5.509123951e-02,-5.551137403e-02,-3.099863604e-02,-4.118041397e-05,-3.950380687e-06,-3.543740511e-02,-4.786659032e-02,-1.575837028e-03,-2.641695210e-05,-3.859352320e-02,-2.453398146e-02,2.047058515e-04,-1.138127209e-05,-1.086660177e-01,-1.278149933e-01,-2.750187014e-05,-9.010738134e-02,-1.006551459e-02,-3.991799429e-02,1.076352419e-05,-1.839846391e-06,-7.445079088e-02,-5.357604101e-02,-4.730686778e-04,-1.771674306e-06,-4.301604033e-01,-2.286504954e-02,-3.311313631e-04,-1.936301487e-05,-5.933512747e-02,-3.182547539e-02,-3.985485455e-05,-2.427426353e-02,6.445384026e-02,-1.301530376e-02,3.959055903e-06,-1.039968720e-05,8.981251158e-03,-6.547676399e-03,2.124679275e-03,-3.662093513e-05,-2.168319747e-02,-4.715951532e-02,-1.145591086e-04,-1.903904376e-05,-3.387311473e-02,-1.523622423e-01,-4.143482874e-05,-4.246399924e-02,-1.874367893e-02,-4.626744427e-03,-1.635377885e-06,-1.364475429e-05,4.796985071e-03,-9.965790436e-03,-9.678709903e-04,-2.261349800e-05,-7.419317961e-02,-3.673047572e-02,2.618305443e-04,-1.295038487e-06,-5.396712571e-02,-1.955788434e-01,4.524026735e-07,-3.620762751e-02,-5.649165437e-02,-4.068057984e-02,1.160172269e-05,-2.722183490e-05,-6.606712937e-02,-6.523320079e-02,-1.212747185e-03,-3.196082616e-05,-1.304273307e-01,1.903809491e-03,2.901032567e-04,-2.249020326e-05,-7.177423686e-02,-2.371109873e-01,1.745948452e-06,-5.131538212e-02,-1.523356698e-02,-6.887077540e-02,-6.843758001e-06,-2.160639087e-05,-1.034508552e-02,-9.379196912e-03,-2.298928885e-04,1.102781607e-05,-1.907293499e-01,-8.965199441e-02,-2.522160648e-04,-7.211850516e-06,-3.899588063e-02,2.928544581e-02,-2.031064651e-05,-4.728104174e-02,5.282009020e-02,8.518626913e-03,-4.102319144e-05,-4.585749048e-05,5.042067263e-03,-1.853603870e-02,1.610042644e-03,9.189736375e-06,-1.326426025e-02,-1.542986277e-02,-5.594792674e-05,-1.316997441e-06,-3.893057257e-02,-1.551990658e-01,-3.382979776e-05,-2.014955878e-02,-5.455980450e-02,-5.270156544e-03,-4.890510809e-06,-4.948131391e-05,-4.596758261e-02,-3.118124790e-02,-2.090558410e-03,-2.153020660e-07,-2.302009165e-01,-2.806954831e-02,-5.197842984e-05,1.979507215e-05,-1.061447263e-01,-1.444664299e-01,-2.597652747e-05,-7.426559180e-02,-3.897537012e-03,-3.259482607e-02,-3.371416096e-05,-3.141842171e-05,-7.541480660e-02,-7.620383799e-02,1.452044380e-04,9.501505701e-06 +thresholds = -2.258701086e+00,-5.250050426e-01,-1.900219650e-04,-1.686170581e-04,-1.023466349e+00,-2.029883385e+00,-2.415948402e-04,-7.720551491e-01,-8.335828036e-02,-3.928934932e-01,-2.101579885e-04,-1.442182547e-04,-5.065544248e-01,-5.412087440e-01,-2.044513356e-03,-2.168762003e-04 +weights1 = 2.237888336e+00,5.921637267e-02,6.043874025e-01,2.187579684e-02,-2.779439325e-03,2.711171110e-04,-1.122251077e-11,-3.389639096e-05,1.121506572e+00,2.847914398e-02,2.081935644e+00,5.251915380e-02,-3.019963333e-04,3.501422907e-05,8.562334180e-01,2.234659158e-02,1.738393158e-01,7.683867589e-03,4.664009809e-01,1.618850417e-02,-8.407692076e-05,-3.936403664e-04,-1.728450734e-04,2.289843105e-04,5.916354656e-01,2.542164177e-02,6.126097441e-01,3.728501499e-02,5.787551403e-03,2.780848881e-04,-4.512614396e-04,-1.014951849e-04 +biases1 = -2.167005688e-01 +weights2 = +biases2 = diff --git a/params/D00101.001.txt b/params/D00101.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4b8cdaf67a15f1faf811fff2a3354bfba655f46 --- /dev/null +++ b/params/D00101.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 2.263539135e-01,-1.408060689e-05,-6.554601789e-01,1.172237992e-01,-1.170141995e-02,7.728079706e-02,-3.861553341e-05,-2.101167775e-04,-1.034946069e-01,-2.370468341e-02,-1.067950234e-05,-4.775150592e-05,3.999546636e-03,-1.139681772e-04,7.408960909e-02,-1.104164720e-01,-1.413605064e-01,-3.952794941e-05,8.723806143e-01,-8.359745145e-02,-3.820746765e-02,-4.075366631e-02,-5.265117579e-05,5.396702181e-05,-1.719846390e-02,-6.384472549e-02,-7.281073067e-06,-7.979984730e-06,-1.408102270e-02,-8.504801372e-05,-3.510789573e-02,3.086554632e-02,-2.536717653e-01,-6.952475815e-06,-1.216886044e+00,-2.347652465e-01,-2.831103504e-01,-3.104284108e-01,3.722803967e-06,-1.670550228e-05,-2.053982764e-02,-1.133292615e-01,1.587378165e-06,5.284113286e-06,-1.215186864e-01,4.007978532e-06,-1.584585607e-01,-1.875354052e-01,3.394524753e-02,-3.769630348e-05,8.068618774e-01,3.651669249e-02,1.728616059e-01,4.478073493e-02,-3.882432793e-05,-2.697243472e-04,-7.382551208e-03,-1.060878709e-01,-8.074109246e-06,-4.850464757e-05,-4.888962582e-02,-1.882450451e-04,3.108373843e-03,-8.674564958e-02,2.001831234e-01,-6.207195838e-05,1.692130864e-01,1.176335216e-01,-2.154171318e-01,-1.235943381e-02,-4.630591377e-07,-1.347453945e-04,1.847847104e-01,-1.077740192e-01,-8.786567378e-06,-2.814898471e-05,4.964303970e-02,2.376974635e-06,2.057538480e-01,-1.065108404e-01,-9.883326292e-02,-2.831184429e-05,-1.127273366e-01,-6.277287006e-02,1.205941755e-02,-3.812392429e-02,-3.523216947e-05,-8.476898074e-05,-1.369944066e-01,-1.569102146e-02,1.553247216e-06,1.967556045e-06,-7.832193375e-02,-5.061688717e-05,-1.501806527e-01,-6.452957541e-02,-1.990197152e-01,2.012927507e-05,2.141387574e-02,-2.627344131e-01,-5.820835009e-02,-1.180162802e-01,-1.453042569e-05,-4.596100189e-05,-2.344368100e-01,-7.598858327e-02,2.447986390e-06,-4.034406447e-05,-1.129908040e-01,-2.619589795e-04,-1.264765114e-01,-2.061877400e-01,-3.705474362e-02,-2.630239032e-05,-2.709986866e-01,4.326698929e-02,1.014125794e-01,-6.063071638e-02,-3.566903615e-05,-1.643179421e-04,3.803030401e-02,-1.075183749e-01,-7.052942692e-06,-2.481208321e-05,-3.881394491e-02,-7.244828157e-05,-4.548897967e-02,2.339859679e-02,1.871086359e-01,-3.353512511e-05,-8.964763023e-03,1.779213846e-01,-1.034657955e-01,-1.018390879e-01,-2.842656068e-05,-2.127935149e-04,-2.214628160e-01,-8.269318938e-02,-1.603467717e-05,-4.183177953e-05,1.350550354e-01,-1.299683936e-04,2.529778779e-01,-1.363767087e-01,-1.738008708e-01,-3.608396582e-05,1.017897129e-01,-2.050497830e-01,-1.305195242e-01,-4.423697293e-02,-4.224170334e-05,-2.469402098e-04,4.742067680e-02,-1.210247874e-01,-4.902936780e-06,-2.624913213e-05,-1.083006263e-01,-1.771184616e-04,-4.209792241e-02,5.923271552e-02,-1.336141229e-01,-1.182279235e-07,-1.162453592e-01,-1.923555732e-01,-3.558942676e-02,-1.088295653e-01,7.542924777e-06,2.468811581e-04,5.146798864e-02,-9.229039773e-03,4.951344181e-06,-2.245458563e-05,-1.302347332e-01,4.856945452e-05,-3.962052166e-01,-3.084119558e-01,-1.441827696e-02,-3.047661085e-05,-1.696949154e-01,5.488359556e-02,1.094344631e-01,2.576239780e-02,-4.042087312e-05,-2.235433058e-04,-2.604759298e-02,-9.403765202e-02,-7.081680906e-06,-1.525261268e-06,-7.700450718e-02,-1.226207387e-04,6.894921511e-02,3.172815591e-02,2.347407639e-01,-3.196993930e-05,-6.359314919e-02,2.882845700e-01,1.233634129e-01,-8.665356040e-02,-3.226573972e-05,-3.098672605e-04,-1.221081591e-03,-1.113479882e-01,-1.376897490e-05,-5.488052921e-05,8.154743910e-02,-1.385197393e-04,3.247155994e-02,-2.007431537e-01,-2.427863777e-01,-2.881549153e-05,1.872818172e-02,-3.193719089e-01,-1.344017535e-01,-2.297624014e-02,-3.954183194e-05,-3.307768202e-05,-4.566127807e-02,-8.276306093e-02,5.494470088e-07,-1.483944106e-05,-1.328633428e-01,-2.067795576e-04,-4.818609729e-02,6.177092344e-02,-1.363793164e-01,6.537101399e-06,-2.581877075e-02,-1.355870068e-01,-2.502519190e-01,-1.891329587e-01,1.491637886e-05,-1.325633930e-04,-1.370257139e-01,-7.816436142e-02,-4.416912361e-06,-1.004354090e-05,-1.196130291e-01,-4.213322973e-05,-5.735288560e-02,-1.548790783e-01,9.688384831e-03,-3.710069359e-05,-1.224337816e-01,2.053473378e-03,1.011444703e-01,6.961894780e-02,-4.785261990e-05,4.519560389e-05,3.530002385e-02,-3.468124196e-02,-2.690516567e-06,-1.756673555e-05,-9.553845972e-03,-1.030585554e-05,-4.329688102e-02,-5.996429548e-02,2.055346370e-01,-6.071209646e-05,2.903734706e-02,2.033900023e-01,-3.042459190e-01,-2.641075291e-02,-1.898254231e-05,-4.267299082e-04,6.164223328e-02,-1.151211038e-01,-1.277014871e-05,-3.272458707e-05,1.287163049e-01,-1.836014999e-04,3.523109555e-01,-5.883471295e-02,-2.551428378e-01,-2.813912215e-05,-1.502164006e-01,-4.078458548e-01,1.011952981e-01,-1.732722111e-02,-5.346603211e-05,-2.111368376e-04,-1.641314663e-02,-7.582478225e-02,1.277654405e-06,-1.253858863e-05,-1.752135456e-01,-9.535484423e-05,-3.233556151e-01,-1.140218880e-02,-2.716534436e-01,3.591355926e-05,-2.718853066e-03,-5.166729540e-02,6.055521592e-02,-2.018547654e-01,1.493653053e-05,2.912446007e-06,1.442540530e-02,3.471874224e-04,-3.767112503e-06,-3.966265285e-05,-5.568407103e-02,6.993107672e-05,-1.879977435e-01,-2.018693835e-01,1.865315586e-01,-4.986436761e-05,-6.921293586e-02,9.150025249e-02,-1.765309274e-02,1.646236517e-02,-4.954781616e-05,1.992309844e-04,-2.082570940e-01,-1.163605228e-01,-2.670536333e-06,-7.891893802e-06,-7.830957323e-02,-1.661351416e-04,4.265602678e-02,-8.172608167e-02,-8.488230407e-02,-4.751540837e-05,-2.495493554e-02,-3.695553541e-02,1.382619888e-01,-1.191153824e-01,-1.928392339e-05,-9.747286822e-05,2.919357270e-02,-1.450206935e-01,3.246093456e-06,-5.831760427e-05,1.618150026e-01,-8.299921319e-05,1.807105690e-01,-2.272829115e-01,-2.156598270e-01,-4.149847155e-05,-1.859564185e-01,-3.524779379e-01,-9.649724513e-02,9.881161898e-02,-4.322022141e-05,-2.070167393e-04,2.558133565e-02,-9.904687852e-02,-1.451325033e-06,-2.994207716e-05,-2.859413922e-01,-9.072045032e-06,-1.686802506e-01,1.194425020e-02,-6.823814660e-02,6.106281489e-07,3.276509419e-02,1.435050368e-01,-3.098977506e-01,-3.644004762e-01,-5.405486263e-06,5.228064765e-05,-1.859712154e-01,5.716038868e-02,-6.943815606e-06,-2.471212429e-05,-9.585209191e-02,-1.256395044e-04,-1.071901992e-01,-1.007205248e-01,2.340540588e-01,-1.373439227e-05,-1.495119836e-02,8.130487055e-02,1.079873815e-01,1.555682570e-01,-4.160626122e-05,-1.759395673e-04,-1.741822995e-02,-1.200507879e-01,3.370837248e-06,8.007727956e-06,3.948916867e-02,-1.691236102e-04,-2.122002095e-02,-3.777247295e-02,-1.506385952e-01,-4.008805627e-05,2.470350638e-02,-2.989777029e-01,-5.635581911e-02,-1.058974862e-01,-2.468466482e-05,-2.678218589e-04,-1.108519919e-02,-1.415314525e-01,-1.220888862e-05,-3.522265979e-05,-1.771488935e-01,-1.938066707e-04,1.172098368e-01,-1.113100797e-01,-1.788326651e-01,-3.770180410e-05,-1.681839079e-01,-1.091258153e-01,-1.857082918e-02,1.120219678e-01,-4.837625966e-05,-1.766509668e-04,-3.554336354e-02,-8.229131997e-02,-8.426309819e-07,-2.659315760e-05,-4.776861146e-02,-1.786634966e-04,-1.680033356e-01,-4.910663888e-02,1.369701624e-01,2.139154503e-06,7.329830900e-03,4.909246862e-01,-1.133076251e-01,-3.352333009e-01,2.865069519e-06,2.534912201e-04,9.509676695e-02,4.316482693e-02,-2.066015441e-06,6.365571153e-06,-4.375060555e-03,7.588997687e-05,-6.605610251e-02,-1.957505643e-01,5.777702853e-02,-2.676043732e-05,-5.696478114e-02,-2.474250793e-01,2.807336301e-02,9.996289760e-02,-2.636313911e-05,-2.460139222e-04,-1.970961541e-01,-1.263089031e-01,-1.442152097e-06,-4.131556489e-05,4.881773517e-02,-8.889936726e-05,4.716618569e-04,2.335329540e-03,-9.563492984e-02,-4.455945600e-05,3.606985509e-02,-5.056266189e-01,-9.882777929e-02,-9.219314903e-02,-1.178283674e-05,-1.438431937e-04,1.650772244e-01,-1.616109461e-01,-2.269700417e-06,-2.806571865e-05,-3.058315217e-01,-7.717555854e-05,2.165013105e-01,-8.333130181e-02,-1.592999101e-01,-4.182158591e-05,-3.132799864e-01,4.055921733e-01,3.080564924e-02,7.508357614e-02,-3.530840695e-05,-2.360828512e-04,-9.761551768e-02,-1.406793576e-02,-5.976056627e-07,-3.511999603e-05,3.302775323e-02,-2.539357229e-04,-2.136938125e-01,-1.965635270e-01,1.031282544e-01,2.758203118e-05,-2.446250245e-02,6.213104725e-01,-6.804222707e-03,-3.598589301e-01,-1.015201360e-05,-7.831571565e-06,5.983318388e-02,7.779927552e-02,-9.758143278e-06,-1.630353654e-05,2.588110566e-01,3.412716615e-05,-9.996408969e-02,-2.144844234e-01,1.709086448e-02,-3.568092507e-05,1.085716859e-01,-6.858784556e-01,-8.533041924e-02,1.478316635e-01,-3.623546945e-05,-4.989250010e-05,-2.759073079e-01,-2.090898007e-01,-5.142083410e-06,-2.015611608e-05,-1.664973497e-01,-7.341696619e-05,-1.923054643e-02,1.405517608e-01,-4.769401252e-01,-2.522324212e-05,7.288767397e-02,-7.111542225e-01,1.467700899e-01,-2.403090894e-02,-4.151093526e-05,1.040315401e-04,2.119520158e-01,-1.496091634e-01,-9.129707905e-06,-8.809491192e-06,-2.562532723e-01,-8.799481293e-05,3.039626777e-01,-9.575928003e-02,6.239427328e-01,-5.081636482e-05,-2.046732306e-01,9.170249701e-01,-1.112014428e-01,1.088201106e-01,-2.744345875e-05,-1.041467040e-04,-1.125917211e-01,6.269016117e-02,7.565276519e-06,-3.010065302e-05,3.286699951e-01,-4.278240158e-05,-8.451841027e-02,-1.468381435e-01,3.327616956e-03,1.626893572e-05,-1.175606251e-01,3.757094443e-01,-1.862468421e-01,-5.957986116e-01,-5.004212653e-06,-8.038619126e-05,-2.215140685e-02,1.269790381e-01,-6.178732292e-06,-3.174832818e-05,-5.553077161e-02,-6.101535473e-05,-1.474740952e-01,-1.731855273e-01,-2.850599289e-01,-3.465312329e-05,5.623103678e-02,-7.462085485e-01,-9.471755475e-03,2.818704545e-01,-3.553213537e-05,-3.427309857e-04,-2.258103043e-01,-3.470275104e-01,3.787824653e-06,-8.211432942e-06,-1.973878741e-01,-2.050336479e-04,-1.883564293e-01,6.194480509e-02,-6.896526217e-01,-3.983354327e-05,1.350704581e-01,1.598868728e+00,6.760139763e-02,-1.009553820e-01,-1.859717486e-05,-1.512533781e-04,-1.559887677e-01,-4.319953918e-02,-4.023295830e-08,-2.904392204e-05,-5.404369831e-01,1.026468090e-04,7.195124775e-02,-1.792111807e-02,9.682137370e-01,-2.662862789e-05,-2.388899475e-01,-2.080652237e+00,-5.279764161e-02,-7.584086806e-02,-4.949017602e-05,-1.605411235e-04,-1.892572641e-01,-1.054713428e-01,6.825732726e-07,-1.389020053e-05,9.764785767e-01,-2.418337390e-04,-1.105426811e-02,-1.784863621e-01,1.311298311e-01,-3.015497043e-07,-1.028418913e-01,-2.221515417e+00,-9.383010864e-02,-2.004327178e-01,-1.310874450e-05,2.421371028e-05,4.803834260e-01,4.615830630e-02,-1.781925789e-06,-4.123567851e-05,-3.756009340e-01,-5.982727089e-05,-7.813788205e-02,-1.839897037e-01,-5.444115996e-01,-2.851423778e-05,1.356543321e-02,2.538676500e+00,-8.113352209e-02,1.480899006e-01,-3.845007814e-05,-1.500814833e-04,-2.837691009e-01,-2.044537663e-01,-2.932945790e-06,-1.693733975e-05,-2.409314066e-01,-1.780151215e-04,-9.913352877e-02,2.657072805e-02,-9.723191857e-01,4.627870112e-06,4.882670566e-02,-3.359043971e-02,1.862762682e-02,-7.013139129e-02,-4.966872075e-05,-1.651188068e-04,1.718399376e-01,3.427907079e-02,-2.855113735e-06,-2.584688627e-05,-2.223062515e-01,-1.255775860e-04,-2.557292879e-01,-9.650354832e-02,1.425109386e+00,-5.656039866e-05,-3.818113208e-01,-2.615731061e-01,-7.382545620e-02,-3.759562671e-01,-2.157146628e-05,-9.840347775e-05,3.778706193e-01,-3.097818196e-01,-4.224695658e-06,-1.152263121e-05,-1.333072782e+00,-7.791235112e-05,6.288386881e-02,-5.961894244e-02,4.020898044e-01,6.762735211e-06,1.007489115e-01,-6.432569772e-02,-9.739696980e-02,-1.118712872e-02,-4.722859103e-06,-5.676642468e-05,-6.946405172e-01,2.029251158e-01,-2.662573934e-06,-2.844281153e-05,1.963725209e+00,3.355216904e-05,1.425977349e-01,-1.381622255e-01,-9.896096587e-01,-4.441224883e-05,3.911506385e-02,1.948676258e-01,-7.560921367e-03,2.281227112e-01,-2.829721234e-05,-1.089538564e-04,-3.673120402e-03,-2.343807518e-01,-7.625180842e-06,-3.195465615e-05,-5.888266563e-01,-2.161972225e-04,-6.613878161e-02,-5.953399092e-02,7.090166807e-01,-1.173968485e-05,-6.346608698e-02,1.302700341e-01,-2.952843308e-01,4.036894813e-02,-2.809740363e-05,-2.134667448e-04,1.517624259e-01,-2.433115803e-02,6.331862551e-06,-3.296753857e-05,5.968106389e-01,-1.823068160e-04,-2.438173592e-01,2.775964886e-02,-2.153028250e+00,-4.917148544e-05,-2.514672577e-01,-1.874274760e-01,7.898366079e-03,-6.380818039e-02,-5.456934741e-05,-4.320857988e-05,-1.190102473e-01,-5.693287849e-01,-3.512752983e-06,-7.247494523e-06,7.267038822e-01,-6.376015517e-05,-1.369988918e-01,2.248689085e-01,6.318488121e-01,-1.780933587e-07,1.195943356e-01,-1.588587910e-01,2.758931816e-01,-3.660697341e-01,1.419031719e-07,-9.459790817e-06,4.277061820e-01,3.987157941e-01,-1.484500717e-05,-2.750668500e-05,-1.207206726e+00,-4.372537660e-05,4.321999550e-01,-5.100128055e-01,6.774646044e-01,-2.618009421e-05,2.233263338e-03,5.139637738e-02,-1.486647427e-01,1.603722125e-01,-2.231736289e-05,-1.572959300e-04,-6.090685129e-01,-1.120437682e-01,9.491022013e-08,-1.448469629e-05,-2.967977226e-01,-1.057150512e-04,-1.677646339e-01,-9.644825757e-02,7.276655640e-03,-6.265658612e-06,-2.133217901e-01,-2.930248156e-02,-4.198636115e-01,-3.018117044e-03,-3.687279241e-05,-1.840858022e-05,-5.902255774e-01,3.340809941e-01,-6.180595392e-06,-3.529734022e-05,3.248215318e-01,-1.785417116e-04,-4.982795417e-01,-4.662513733e-01,-1.985766739e-01,-4.817420995e-05,-4.674382508e-02,-1.927380562e-01,1.310882121e-01,1.823376566e-01,-2.137287629e-05,-1.510576840e-04,5.098047853e-01,-9.952892065e-01,-6.155765391e-07,-3.180748899e-05,-3.195689619e-01,-3.263443068e-04,6.571822762e-01,-5.226449966e-01,-2.527066134e-02,-1.126492225e-05,1.622796357e-01,-7.323382050e-02,4.069415033e-01,-2.770905793e-01,-2.223976844e-05,-2.259282774e-04,2.481515259e-01,8.348672390e-01,1.961527545e-07,9.425157259e-06,1.042087972e-01,1.269982022e-04,4.440303147e-02,8.848867416e-01,8.184343576e-02,-3.306320286e-05,-9.532777965e-02,1.306524277e-01,-2.783233523e-01,-1.313547939e-01,-3.189836934e-05,-2.411910828e-05,-3.163613677e-01,-4.806298614e-01,-7.321649719e-06,-4.721005098e-05,-2.899502218e-01,-1.000296379e-05,-3.196825981e-01,-2.498221695e-01,-3.732434809e-01,-9.120002687e-06,-3.116552234e-01,-1.331291944e-01,-7.029432058e-01,-2.819232047e-01,-2.964201485e-05,-2.122864244e-04,1.010970324e-01,-5.884809494e-01,2.977131317e-06,-3.133760038e-05,-1.077944413e-01,-1.489373535e-04,-1.774088442e-01,-5.971033573e-01,-4.791512713e-02,-4.180309406e-05,5.891471729e-02,-6.105200574e-02,6.657328010e-01,-4.125637412e-01,-4.139662997e-05,-2.499423281e-04,-6.236301661e-01,-8.943892121e-01,2.853737897e-06,-1.985132076e-05,-8.334822953e-02,-1.178402381e-04,1.251705170e+00,8.563408852e-01,9.005221725e-02,-6.798969935e-06,2.334921956e-01,1.694464684e-02,-4.533757269e-02,7.477241158e-01,-1.166430684e-05,1.387599477e-04,5.020905733e-01,1.819037914e+00,5.581782716e-06,-7.137692251e-07,3.466674984e-01,9.775083527e-06,-7.299665809e-01,-3.809816539e-01,1.963715851e-01,-2.478183342e-05,-1.738435775e-01,1.261952613e-02,-7.761295885e-02,-2.823605239e-01,-2.872048390e-05,-1.072609521e-04,-1.281784922e-01,-6.431282759e-01,6.547267276e-06,-4.147889558e-05,-3.360233605e-01,-1.286679762e-04,-4.607154429e-01,-2.320902944e-01,-1.896434575e-01,-5.150631114e-05,-5.572571158e-01,1.179667562e-02,-2.651819587e-01,-3.860329986e-01,-3.388183541e-05,5.213483746e-06,4.604313523e-02,-5.598388314e-01,4.863972208e-06,-4.979883306e-05,-2.659854293e-01,-1.990878900e-06,8.333432674e-01,-3.907312155e-01,-1.199511290e-01,-1.810714275e-05,1.294763833e-01,-8.918583393e-02,-7.443866134e-01,3.920975626e-01,-5.779216372e-05,-3.063938129e-05,1.251707822e-01,-3.587183058e-01,-5.407532171e-06,-1.353633252e-05,1.355461478e-01,-2.864883572e-04,-1.254485607e+00,-5.145109892e-01,2.675015852e-02,8.116843674e-06,3.602119088e-01,-1.344933361e-01,1.198540092e+00,-3.525605425e-02,3.304335405e-05,-1.154405181e-04,-2.054691762e-01,9.840354323e-01,-1.294486901e-05,-2.078844773e-06,8.869928867e-02,4.733066817e-05,2.111115456e-01,9.945813417e-01,1.481238455e-01,-2.827348726e-05,-1.255391240e-01,4.726190865e-02,-3.491170704e-01,-1.999534816e-01,-4.446901221e-05,-3.024048347e-04,-1.143559068e-01,-3.724530935e-01,-3.903298420e-06,-2.702203892e-05,-1.387293041e-01,-1.499026694e-04,9.365055710e-02,-4.431791008e-01,-4.195520282e-02,-1.735381557e-05,-1.383615494e+00,-7.222585380e-02,-5.548706651e-01,-7.542280555e-01,5.793203286e-07,-2.460741089e-04,7.207837701e-02,-3.381455839e-01,-7.921330507e-06,-4.599352542e-05,-1.402709633e-01,-1.215343291e-04,1.015142575e-01,-5.366420746e-01,-2.083897144e-01,-3.558047683e-05,3.711628914e-01,-3.443238884e-02,3.641680777e-01,8.919630051e-01,-6.615559687e-05,-3.270469897e-04,1.672677509e-02,7.336856425e-02,-1.239786570e-06,-9.864063941e-06,-1.590086669e-01,-9.350848268e-05,-1.697447449e-01,7.717567086e-01,-2.042268589e-02,-1.336729474e-05,5.394325256e-01,-7.947683334e-02,-4.979766607e-01,-6.538902521e-01,2.678633791e-06,2.784833487e-04,-7.373717427e-02,3.986967504e-01,-4.296492534e-06,-4.673789226e-05,7.529996336e-02,-1.187956150e-04,6.430678070e-02,-3.782511652e-01,1.360514164e-01,-3.667221608e-05,2.798983753e-01,2.152287588e-02,5.285287499e-01,2.870101333e-01,-4.613155397e-05,-1.437593746e-04,-1.636928022e-01,-4.408774674e-01,-6.245730674e-06,9.375926311e-06,4.349616915e-02,-4.399977843e-05,-1.124495119e-01,-2.106966674e-01 +thresholds = -5.389119983e-01,-3.877263225e-04,-7.724285126e-01,-6.584706903e-01,-6.406161785e-01,-9.165529013e-01,-4.350725503e-04,-1.741340035e-03,-5.944539309e-01,-1.227854729e+00,-5.226495341e-05,-3.786085581e-04,-7.219498754e-01,-1.555343042e-03,-4.655117095e-01,-1.415322542e+00 +weights1 = 3.470142931e-02,3.052803516e+00,-1.853218967e-10,1.974193431e-08,2.119227648e-01,6.686832309e-01,6.076787598e-03,4.054132462e+00,6.936009228e-02,1.514465451e+00,1.458870918e-01,3.001267910e-01,4.047253555e-08,6.652390994e-08,-6.341544179e-08,-5.211787268e-08,8.212280273e-02,6.616631150e-01,-9.329935163e-02,-2.129295588e+00,-3.744910160e-08,-4.158480138e-08,-6.162363064e-08,-4.740188686e-08,7.876568288e-02,3.053220272e+00,8.265116591e-09,2.527076326e-08,7.941462845e-02,2.092965364e+00,2.649692595e-01,2.870987952e-01 +biases1 = -3.396520853e+00 +weights2 = +biases2 = diff --git a/params/D00102.001.txt b/params/D00102.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..275319fa1b8e764aee39bede7c4b955022446cbe --- /dev/null +++ b/params/D00102.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.192455292e+00,-8.711092174e-02,-3.058684617e-02,3.779270947e-01,2.232183516e-01,2.148810625e-01,6.972636562e-03,-7.527633104e-03,7.920385599e-01,-8.939710824e-06,-8.808739781e-01,-2.826349437e-01,1.740357578e-01,3.551221490e-01,-4.431637377e-02,2.361812256e-02,-5.847816914e-02,-8.289577812e-02,-8.259829134e-02,-1.729425341e-01,-1.549666524e-01,-2.210088521e-01,-4.246090949e-01,-4.797700327e-03,6.634873152e-02,-2.522717841e-05,1.571378112e-01,7.217207551e-02,-5.768144131e-01,-4.512160122e-01,-2.904430926e-01,-2.643172145e-01,3.794663250e-01,-1.626930684e-01,-1.097837742e-02,-5.828143358e-01,-3.404667675e-01,-3.690224290e-01,-3.914775550e-01,2.489039907e-03,-6.809180975e-01,5.862949183e-05,-4.618793260e-03,-2.636456192e-01,-1.985923201e-01,-2.468031645e-01,2.017188221e-01,-1.402938217e-01,6.484069228e-01,2.478338778e-02,-4.280356318e-02,3.730906919e-02,-5.431331694e-02,-9.632216394e-02,-9.879770130e-02,1.035884838e-03,-6.864725351e-01,-2.110094938e-04,6.248133779e-01,1.794483215e-01,4.184515402e-02,-8.175717294e-02,-2.856045365e-01,-3.622261286e-01,-1.189648867e+00,1.874548346e-01,1.161919683e-01,5.116118118e-02,6.150543094e-01,-1.845453493e-02,-2.302023396e-02,-8.222107776e-03,4.427126944e-01,-7.170079334e-05,-1.246344924e+00,-8.077691793e-01,-1.135479212e-01,9.422012419e-02,9.141398668e-01,5.260732491e-03,4.969590306e-01,-8.472828567e-02,-6.739909947e-02,4.231412411e-01,-3.072317839e-01,-2.511646450e-01,-6.187088490e-01,-1.031874446e-03,-2.243047953e-01,-6.866038893e-05,1.142608285e+00,-4.227640107e-02,-1.118261069e-01,-7.683235407e-02,-5.688095093e-01,-5.836874247e-01,4.172676206e-01,-3.172212243e-01,-1.228090003e-01,-1.874547154e-01,-3.502699733e-01,-1.212982461e-01,-1.270474941e-01,1.500643673e-03,2.012802064e-01,-6.455597759e-05,3.455509543e-01,4.527810514e-01,-4.283106923e-01,6.058161333e-02,-3.155451119e-01,-2.374401391e-01,5.234081298e-02,-9.340416640e-02,-9.316553175e-02,-6.274331212e-01,-2.840697169e-01,-8.031927794e-02,-1.392564476e-01,-8.466801373e-04,-9.290993214e-01,-8.208835425e-06,-3.451026976e-01,1.027213782e-01,9.454108030e-02,-5.025878549e-01,-4.482974410e-01,7.245949656e-02,-3.816767037e-01,-9.906650335e-02,-9.191396832e-02,1.381491274e-01,-3.219221830e-01,-1.385588050e-01,-1.008515507e-01,-1.981789712e-03,6.737832427e-01,-8.244476339e-05,-1.234640956e+00,-1.005975723e+00,7.250036299e-02,5.138783455e-01,-2.479748428e-01,-1.348277032e-01,-1.703299731e-01,2.958727181e-01,-7.509388030e-02,2.589514852e-01,1.303765774e-01,-1.590290368e-01,-5.359236002e-01,-2.292594174e-03,-5.008021593e-01,-1.612787673e-05,5.696245655e-02,-2.766031325e-01,-1.713351905e-01,1.317095105e-02,-1.116670668e-01,-6.565570831e-01,-2.125450037e-02,-3.321015239e-01,4.887331277e-02,-6.219910383e-01,2.362227887e-01,-2.499935627e-01,-1.092740670e-01,-2.717897063e-03,-3.011287451e-01,-8.854632324e-05,1.072330356e+00,4.139508605e-01,-4.492234290e-01,-7.788513899e-01,7.058919668e-01,4.278517067e-01,3.500950933e-01,-1.727105528e-01,-4.887142032e-02,-1.154363751e-01,-3.713911772e-01,7.594248652e-02,-1.619998515e-01,-1.832952257e-03,-3.810889125e-01,-1.911509935e-05,1.749063376e-03,5.741102099e-01,-1.130408142e-02,-1.726889014e-01,-7.649699450e-01,-3.797692060e-01,-7.507764101e-01,1.970094070e-02,1.247339174e-01,-6.844011694e-02,3.791878521e-01,-5.113197491e-03,1.797200680e+00,1.358091133e-03,-5.605948567e-01,-2.683278290e-04,-4.710174799e-01,-1.144793723e-02,-1.994523406e-01,4.231571802e-04,7.388128638e-01,-4.079002738e-01,-3.445671201e-01,1.609865762e-02,-9.604755789e-02,-3.261902630e-01,-3.568316400e-01,-2.420061976e-01,-8.287299871e-01,-6.230156403e-03,-4.831273258e-01,-2.008332667e-04,4.982565716e-02,-1.849849224e-01,-3.229506612e-01,-1.388145611e-02,-3.902005851e-01,-1.226693839e-01,-3.314744532e-01,-2.181278020e-01,-1.078103781e-01,-1.172098294e-01,-1.361080110e-01,-8.000923693e-02,-9.782970548e-01,-2.805244876e-03,1.203328013e+00,-2.018693631e-04,-3.225715458e-01,-3.743585646e-01,-1.375890970e-01,1.300163865e-01,-4.674352705e-01,-2.495754808e-01,1.203675151e+00,-1.258245707e-01,-8.781770617e-02,1.715427786e-01,-2.129174769e-01,-1.445775032e-01,-8.981149197e-01,-9.673804743e-04,-6.688036919e-01,5.312030407e-05,6.402781010e-01,2.763566375e-01,1.006565318e-01,-5.411697626e-01,-3.000765741e-01,3.688316047e-02,-1.741171777e-01,-2.707020938e-01,-3.517345712e-02,-2.305922508e-01,1.127080843e-01,-9.330911189e-02,-3.942687809e-01,3.121838672e-03,2.588161826e-01,-6.741361722e-05,1.064099818e-01,-6.865195632e-01,9.285510182e-01,1.475183666e-01,-1.240299642e-01,5.121127367e-01,3.047147095e-01,4.621715471e-02,-1.048219651e-01,-1.345791668e-01,-3.712301552e-01,6.450487999e-04,-1.487446874e-01,-5.653622095e-03,-4.416687489e-01,-7.506780821e-05,5.255015492e-01,6.493121982e-01,1.190259457e-01,-4.203376770e-01,-4.486765265e-01,9.145153761e-01,-1.109626651e+00,-2.962049544e-01,8.406142145e-02,-4.940597713e-02,3.400062919e-01,-2.228654623e-01,1.054937482e+00,-2.630270552e-03,-2.472652048e-01,-4.419918332e-05,-4.573462307e-01,2.487777174e-01,-7.455740571e-01,-1.336606443e-01,8.698726296e-01,-1.053538680e+00,7.560486794e-01,2.127528489e-01,-1.111879870e-01,7.410272211e-02,-4.082217515e-01,-1.559650451e-01,-1.420002341e+00,-3.669217229e-03,-7.920134813e-02,-6.321111603e-12,-2.778010964e-01,-5.060601830e-01,-8.611636758e-01,-1.804845408e-02,-7.159240842e-01,-1.116122365e+00,9.229055643e-01,-5.963889509e-02,2.352348901e-02,-1.112738550e-01,-3.971936703e-01,3.447405100e-01,1.778834462e+00,-6.300845649e-03,5.802111030e-01,-1.079358335e-04,6.514421105e-02,-8.458030820e-01,5.988644361e-01,3.755277256e-03,1.025937349e-01,1.582308173e+00,-4.743447304e-01,5.287753344e-01,-3.580807522e-02,2.874898314e-01,5.877101421e-02,-1.680498421e-01,-8.687230349e-01,-2.661479171e-03,-3.924697340e-01,4.893639561e-05,-4.973482192e-01,-1.403966248e-01,-8.041616678e-01,-9.426368475e-01,1.175684761e-02,-8.739854097e-01,-6.171183586e-01,-4.363007545e-01,-7.825247198e-02,-3.264266253e-01,1.463099290e-02,-3.031714857e-01,-9.678006768e-01,4.859154578e-03,-6.642037630e-01,-3.425750401e-05,-2.859915495e-01,5.950422287e-01,6.436898112e-01,1.030947790e-01,-3.447619081e-01,-2.929748595e-01,-5.436501279e-02,-3.406164944e-01,-7.666909695e-02,-1.901209950e-01,-2.930748044e-03,-3.450000584e-01,-8.501737118e-01,-4.764978308e-03,-3.297011554e-02,-1.395295112e-04,6.144034863e-01,9.660729766e-02,-9.975401759e-01,4.111786783e-01,-1.882731169e-01,-1.158560038e+00,1.651694775e-01,4.953553081e-01,3.069471195e-02,-1.159673650e-02,1.651536226e-01,1.522712409e-01,-8.384005427e-01,4.129675683e-03,2.045808136e-01,-1.343059266e-04,1.083738357e-01,-5.682209730e-01,1.079994202e+00,-1.577262580e-01,-1.203082353e-01,1.528100729e+00,-2.538569570e-01,-1.006608754e-01,-4.360465705e-02,3.915163502e-02,3.521452099e-02,-4.485894740e-02,-9.952589869e-01,-3.767220536e-03,4.476504773e-02,-7.778678992e-05,-3.216944933e-01,5.736528692e-05,-5.434929132e-01,-7.426694036e-02,-5.212326050e-01,-7.872244120e-01,4.623040855e-01,-2.906992733e-01,-5.535101891e-02,-3.179142177e-01,-2.360421568e-01,-9.557482600e-02,1.943880916e+00,-6.426040549e-03,-6.404078603e-01,-6.934858503e-12,3.170532286e-01,4.004563987e-01,-5.908432007e-01,-5.645189881e-01,2.608256936e-01,-6.805414557e-01,-5.966955423e-01,-4.116833210e-01,-9.879410267e-02,-5.027768761e-02,-2.907384634e-01,-4.835278690e-01,-1.018173814e+00,-2.687111264e-03,-1.183006987e-01,2.401317397e-05,-2.071242481e-01,-1.268600971e-01,-5.047239661e-01,3.721056581e-01,-3.805736452e-02,-8.033536077e-01,8.336395621e-01,6.327984929e-01,-3.220273554e-02,-3.615917563e-01,5.326598883e-01,3.055784404e-01,1.113280177e+00,-2.201796509e-03,-4.323800802e-01,-7.429806283e-05,-4.421621263e-01,-1.196200252e-01,-5.106801987e-01,4.560016096e-01,-3.170824349e-01,-8.392230868e-01,-1.138313413e+00,-3.011204898e-01,-3.271223232e-02,4.138952196e-01,3.971413895e-02,-3.280612826e-01,-9.665316939e-01,-8.596519940e-03,-1.234834641e-01,-1.494485186e-04,1.813208312e-01,-1.362103820e-01,-6.438364387e-01,-6.593599319e-01,-3.980313241e-02,-7.792944908e-01,-1.098164082e+00,-2.534779608e-01,-5.384258926e-02,-5.814575031e-02,-3.773910403e-01,-2.830173671e-01,-5.530605912e-01,4.128593020e-03,3.829965591e-01,-6.344103895e-05,2.763655782e-01,-4.296377003e-01,1.300131559e+00,-3.814053535e-01,1.643464416e-01,1.789728999e+00,1.179847121e+00,-3.862598240e-01,-4.845376685e-02,-3.346765637e-01,-5.216411352e-01,-1.660714746e-01,-5.018814206e-01,-2.110922011e-03,-3.362421393e-01,1.368357625e-04,-1.191840619e-01,3.909473717e-01,-7.049196362e-01,1.601831913e-01,-2.260712683e-01,-9.147336483e-01,4.449078739e-01,-4.523768127e-01,2.096297778e-02,1.166677326e-01,1.802094728e-01,-2.795729935e-01,1.797715127e-01,1.086834702e-03,2.841848694e-02,-5.701183181e-05,1.409465224e-01,5.736915395e-02,6.206979752e-01,-4.097335339e-01,3.484350145e-01,5.507732034e-01,5.148204565e-01,-2.640196979e-01,-7.026498765e-02,-5.926777422e-02,-7.208662480e-02,-3.002695739e-01,-3.351363540e-01,-6.384135690e-03,-4.326891899e-01,-1.534348849e-05,-3.653130680e-02,-4.327463508e-01,-7.579482198e-01,7.698886395e-01,-2.858612835e-01,-6.130367517e-01,-1.616492629e+00,7.772719264e-01,1.524435729e-02,-7.685054559e-03,-2.283799201e-01,4.153858125e-01,-5.810004473e-01,-9.884251049e-04,1.649330854e-01,-1.275117393e-04,4.869611263e-01,-7.860197686e-03,-2.131652087e-02,-3.583119810e-01,-1.377782673e-01,3.147864640e-01,4.336099029e-01,-3.689661920e-01,-1.329171509e-01,-3.897757232e-01,-2.062771171e-01,-3.069322109e-01,-1.715329438e-01,-2.420180477e-03,-2.699154913e-01,1.186452646e-04,-6.948760152e-01,8.878347278e-02,-4.009410143e-01,-4.262067080e-01,-3.434642553e-01,-9.957827330e-01,-5.887324214e-01,1.237446144e-01,-7.040733844e-02,-3.551029265e-01,-2.461209297e-01,4.261508286e-01,2.929282188e-01,-4.504056647e-03,2.242686450e-01,-1.825368781e-05,5.034030080e-01,8.046326637e-01,4.138140678e-01,2.916791737e-01,-4.098024964e-01,1.300286949e-01,-6.697625518e-01,-2.278657258e-01,-9.838864952e-02,2.527940571e-01,-4.117588699e-01,-3.551716805e-01,-5.017911196e-01,-1.876480412e-03,-2.606228292e-01,-1.204254004e-04,-2.634035945e-01,-6.971045732e-01,-2.120509557e-02,4.893540964e-02,5.999257322e-03,5.999502540e-02,-1.065429002e-01,-2.943722904e-01,5.587290227e-02,-9.938118607e-02,4.236381650e-01,-2.442122102e-01,-6.783277988e-01,1.594017609e-03,-1.934736073e-01,-1.304525067e-04,1.845787019e-01,-3.754365444e-01,-2.947267294e-01,-7.349041849e-02,-2.883982360e-01,-4.655345976e-01,1.142107487e+00,9.062360227e-02,-5.409279838e-02,-1.389408559e-01,-9.243066609e-02,-2.981273532e-01,-2.087023482e-02,-3.952201921e-03,-2.793680429e-01,9.657758346e-05,-5.283491015e-01,-2.662509494e-02,-6.572699547e-01,-6.915286779e-01,2.735055685e-01,-4.677825272e-01,-8.698933572e-02,-1.411258876e-01,-6.792625040e-02,-1.683074236e-01,-4.519218504e-01,1.239806637e-01,2.887047827e-01,-1.597014954e-03,7.189780474e-02,-3.661846677e-06,3.453263044e-01,1.002251148e+00,5.646792054e-01,5.707322955e-01,-2.830933332e-01,-9.678253531e-01,-8.333050013e-01,-8.858724684e-02,-5.523576587e-02,-9.996518493e-03,1.791868359e-01,-6.779176742e-02,-3.378542364e-01,-5.740973866e-04,-6.021884680e-01,3.935066343e-05,-6.398303509e-01,-1.192433357e+00,1.020409614e-01,-3.337251842e-01,-4.207379818e-01,-6.430716719e-03,4.051734209e-01,1.772960424e-01,4.335204139e-02,3.715855777e-01,3.017794192e-01,-4.967739582e-01,-5.314440727e-01,-2.614785219e-03,3.755877018e-01,-3.802163701e-05,7.380745411e-01,-8.190028667e-01,-3.382545710e-01,-1.316529065e-01,2.002123743e-01,1.018276364e-01,2.920002043e-01,-2.556229830e-01,-8.722123504e-02,-5.338128805e-01,-3.555506170e-01,-3.105107881e-02,-3.276565373e-01,-3.971694037e-03,-3.542995751e-01,4.787584476e-05,-5.471696258e-01,7.147434354e-01,-8.878844380e-01,-5.296708941e-01,8.497422934e-02,1.292375773e-01,3.352552354e-01,4.538094997e-02,-2.393428609e-02,-1.428350508e-01,-1.898627132e-01,-3.103221655e-01,7.306377590e-02,-4.055712838e-03,2.854053378e-01,-3.940831448e-05,3.775452971e-01,8.971297145e-01,-1.717380285e-01,-5.209147558e-02,-6.193788648e-01,-5.746715665e-01,-3.346155882e-01,3.474375010e-01,2.421631292e-02,-3.973853886e-01,3.812173605e-01,-9.683997184e-02,-1.135429218e-01,1.070694881e-03,-7.086652517e-02,-1.147166840e-04,-5.410735011e-01,-4.469057918e-01,3.576549292e-01,-3.091846406e-01,2.750124037e-01,6.386099011e-02,-2.425203025e-01,-3.181907535e-01,-1.069165766e-01,3.776800931e-01,-1.799415648e-01,-5.140876770e-02,-1.420283318e-01,-2.347227128e-04,-2.508863807e-01,-1.163039487e-04,4.110983610e-01,-1.131753325e+00,4.648144171e-02,3.701749742e-01,2.017676085e-02,4.576233402e-02,1.866040379e-02,-3.826655746e-01,-6.033613533e-02,-1.779046506e-01,-3.381032646e-01,-1.297604945e-02,-7.256173491e-01,-5.441008601e-03,-4.727621973e-01,-7.713144359e-12,-3.511679471e-01,3.871221840e-01,-7.914849520e-01,-4.336017966e-01,-9.483104944e-02,-2.777819037e-01,2.284802198e-01,2.771385312e-01,-8.024422824e-02,1.629492342e-01,1.173092127e-01,-1.843584329e-01,4.576113820e-01,-1.515418291e-03,-2.920936942e-01,-7.676109090e-05,4.633288383e-01,2.296884954e-01,3.896770179e-01,-4.625394344e-01,-4.188274965e-02,-7.021217346e-01,-9.575160742e-01,3.523639590e-02,9.348457307e-02,-8.211301565e-01,4.196234047e-01,-3.703534836e-03,-5.775366426e-01,-8.230575360e-03,2.833522260e-01,-1.143564004e-04,-8.594666719e-01,-4.909740686e-01,-4.765953124e-02,-4.977301359e-01,5.020278096e-01,3.900181949e-01,3.812141120e-01,-2.322555333e-01,-1.547671109e-01,1.711850613e-01,-5.181812048e-01,-1.211627126e-01,-3.519904017e-01,6.572266575e-03,1.426313668e-01,-1.770531089e-04,1.403892636e-01,-1.081088305e+00,-3.379730880e-01,9.532710910e-01,-5.726137161e-01,-1.255511045e-01,1.247883812e-01,-3.883490264e-01,-2.569132298e-02,1.465172768e-01,-3.453587592e-01,-1.620050073e-01,-4.359877706e-01,-5.676329602e-03,-6.429112554e-01,-1.528578432e-04,1.520715803e-01,1.047666669e+00,-5.635814071e-01,-4.172748029e-01,-3.061935604e-01,-3.054844439e-01,1.203374714e-01,7.621733844e-02,-1.231241375e-01,-8.313461542e-01,-8.375640959e-02,-2.565740347e-01,2.910871804e-01,2.718584845e-03,1.040511057e-01,-6.641271466e-05,4.136322141e-01,9.392461777e-01,-5.963430405e-01,3.564558923e-02,-4.555089772e-01,-2.375860065e-01,-6.510631442e-01,-3.701000512e-01,-6.435053423e-03,3.142345846e-01,-3.868047595e-01,1.478663534e-01,-4.805028141e-01,-7.840002887e-03,1.892575473e-01,-9.289597801e-05,-3.020842075e-01,-5.313993096e-01,2.476343364e-01,-5.060299635e-01,3.803912103e-01,1.668228358e-01,1.440556645e-01,1.414782554e-01,4.997184500e-02,9.437975883e-01,-1.044811979e-01,-1.077954695e-01,-6.669761986e-02,-1.992141828e-03,-2.252076715e-01,-1.494064054e-04,-4.035868868e-02,-4.335341752e-01,4.005494714e-01,3.696826398e-01,-1.381396949e-01,-5.643751025e-01,1.636639833e-01,-1.556431055e-01,-8.748017997e-02,-7.671410441e-01,2.481677681e-01,-2.548391521e-01,-6.519504786e-01,-1.538250712e-03,-5.773942471e-01,2.159952419e-04,-1.748694479e-01,-2.686006725e-01,-6.111307144e-01,-3.237498403e-01,-2.052584738e-01,-1.079350486e-01,2.214980721e-01,-1.614440531e-01,1.071763411e-01,-8.037871122e-01,-3.854895234e-01,8.744875342e-02,2.866695523e-01,-1.994705293e-03,-1.372564733e-01,2.084961488e-05,5.116856098e-01,2.270721346e-01,-1.346404105e-01,-7.838755846e-01,5.108187795e-01,-3.857526481e-01,-5.958187580e-01,-4.446526170e-01,-7.336489111e-02,1.019657016e+00,-5.735952035e-02,-2.094409466e-01,-5.080790520e-01,-7.656893693e-03,-3.024798445e-02,-1.249153283e-04,-5.209950805e-01,-7.537707090e-01,7.915437222e-02,7.165346742e-01,-4.530239105e-01,3.232920915e-02,9.030417353e-02,5.559792519e-01,-1.284554601e-01,3.102742732e-01,1.730010957e-01,-3.020244539e-01,5.249808729e-02,-1.234580122e-04,3.715518713e-01,-6.618155749e-05,1.501795501e-01,-2.611534595e-01,-1.949796230e-01,-5.841506273e-02,-4.140357673e-01,-4.273686558e-02,6.092756614e-02,-2.581987381e-01,-7.201305777e-02,-8.665608764e-01,-5.673928186e-02,-4.739767313e-02,-7.391791344e-01,9.603259386e-04,-7.136178613e-01,-6.661138468e-05,-2.446108460e-01,4.935394526e-01,-3.088996708e-01,-2.989062071e-01,-6.243217736e-02,-3.469547331e-01,9.975691438e-01,1.032806113e-01,-7.869966328e-02,-8.204261065e-01,-3.054508567e-01,1.295809597e-01,5.785256028e-01,3.545540676e-04,-2.853923440e-01,-7.987146819e-05,4.589775801e-01,6.171733737e-01,-1.420100182e-01,-1.651931405e-01,3.024772108e-01,-3.930632174e-01,-7.012624145e-01,-1.810139604e-02,1.769570820e-02,1.214275122e+00,-9.585390985e-02,1.635305583e-01,-3.799380958e-01,-6.048887037e-03,6.069871783e-01,-7.531490701e-05,-3.894715011e-01,-2.226344198e-01,-2.426130772e-01,8.187308311e-01,-1.320595443e-01,1.826211214e-01,-3.177631497e-01,-2.253501713e-01,5.891864747e-02,-2.972277403e-01,1.647782177e-01,-4.875660539e-01,-4.180732667e-01,-7.072797976e-03,-3.028238118e-01,-1.942716772e-04,-1.242953986e-01,-5.345477462e-01,1.576602459e-02,-1.998168230e-01,1.008382253e-02,-6.338944286e-02,-2.014627308e-01,-1.679939330e-01,-1.652251035e-01,-4.372544885e-01,-9.009866416e-02,-2.770417929e-01,-6.887393594e-01,3.801557003e-03,-5.281227231e-01,1.470811403e-04,-4.865306616e-02,-1.544617712e-01,-1.904825717e-01,-8.786301613e-01,-5.992760658e-01,-4.691863656e-01 +thresholds = -8.921766877e-01,-1.232147455e+00,-6.683931947e-01,-1.361580968e+00,-1.306708097e+00,-1.885964274e+00,-3.632467985e+00,-3.510482982e-02,-2.036878347e+00,-8.765738457e-04,-4.141500890e-01,-1.178077698e+00,-2.237463474e+00,-1.698065758e+00,-1.674934864e+00,-2.972922087e+00 +weights1 = -1.819726825e-02,-5.576329231e-01,-5.928466916e-01,1.536791772e-02,-3.477260768e-01,-8.492131531e-02,-3.047789037e-01,-2.754740715e-01,2.489162609e-02,-4.650284648e-01,2.949102782e-03,-6.058247685e-01,-1.011194587e-01,-8.458730578e-01,3.313101828e-03,-5.445935577e-02,-8.855093122e-01,-4.739819840e-02,-7.977801561e-02,-9.757956862e-02,-3.215137869e-02,-6.350616813e-01,-2.024827152e-01,-1.524944007e-01,-1.152091146e+00,-4.854199290e-02,-1.450313479e-01,-1.420712620e-01,-8.669183254e-01,-3.279598802e-02,-6.127555296e-02,-8.442197926e-03,1.257226523e-02,-4.473694414e-02,-1.108377278e-01,-3.598053381e-02,-1.597625390e-02,3.822580678e-03,-1.322064698e-01,-4.569672421e-02,1.014196035e-02,-4.735360667e-02,-3.654433414e-02,-5.571053028e-01,1.619581431e-01,-8.744804561e-02,-4.494066536e-02,-5.906827748e-02,-1.952213049e-01,2.935003489e-02,-7.061798126e-03,-6.333703548e-02,-5.242429674e-02,-2.100626975e-01,-7.489441335e-02,-1.774589904e-02,-4.000378847e-01,-9.758851491e-03,-1.791477576e-02,-5.526382849e-02,-9.629510343e-02,1.254657209e-01,1.252280772e-01,-1.906836033e-02,-1.026422437e-02,3.191245347e-02,6.151466444e-02,3.934314940e-03,-2.264631540e-02,2.216988057e-02,2.235360630e-02,8.017615229e-02,-8.697274025e-04,1.730981320e-01,1.856279932e-02,7.327497005e-01,-9.198664874e-02,1.962344199e-01,-2.947953530e-02,5.666820705e-02,3.828070760e-01,-5.375523493e-02,1.592235453e-02,5.614462122e-02,-1.379538048e-02,5.259776115e-02,9.398935363e-03,-6.239486858e-03,4.510096014e-01,-7.381492108e-02,4.584499169e-03,3.651126474e-02,3.255140409e-02,-1.044118926e-01,-6.398291141e-02,-4.380370304e-02,4.324621707e-02,-5.371597037e-02,-1.662015542e-02,4.319786280e-02,-1.043857262e-02,-5.885727331e-02,4.086269066e-02,8.573210984e-02,-1.229206845e-02,7.296392694e-03,-3.978455497e-04,1.000652369e-02,1.577474177e-02,8.889527619e-02,5.932442099e-02,-9.405253455e-03,1.257590856e-02,5.660562776e-03,5.786005780e-02,2.861664258e-02,2.706459537e-02,-2.385221422e-03,-2.178901806e-02,3.213836579e-03,4.701170325e-02,1.559428754e-03,2.212559246e-02,2.107296512e-02,1.220837049e-02,-4.017716646e-02,9.438311681e-03,1.069450229e-01,1.756947488e-03,7.650745660e-02,6.460467726e-02,2.626427636e-02,-1.733717322e-02,-1.827328838e-02,3.029064462e-02,4.316363484e-02,2.118801326e-02,7.757037133e-02,2.205210552e-02,4.227925465e-02,-5.786670744e-02,-2.666088194e-02,-5.718224123e-02,-4.249368608e-02,1.757007837e-01,-4.377450421e-02,2.385110594e-02,5.650727823e-02,-1.161825471e-02,3.557986021e-02,5.211085081e-03,1.795570180e-02,1.438746303e-01,1.267813705e-02,-5.297922995e-03,-4.432451911e-03,-2.416727878e-02,-7.534789853e-03,-5.763712525e-02,4.385457840e-03,3.208075091e-02,4.070390388e-02,-2.206963859e-02,1.293962449e-02,7.376172394e-02,6.872409955e-03,-9.254953265e-02,-5.316606164e-02,9.146755934e-02,-2.578345686e-02,3.750773519e-02,3.434393927e-02,-3.042039648e-02,3.016989119e-02,2.094153184e-10,-1.776638441e-02,3.616838530e-02,6.887945533e-02,5.155179650e-03,5.975453649e-03,2.711775154e-02,2.092264406e-02,6.739150267e-03,-1.068287715e-01,1.133907214e-02,3.237570077e-02,1.119978353e-02,-3.708120063e-02,-1.001997069e-01,5.069053918e-02,-5.155723542e-02,-3.275842872e-03,3.742306307e-02,1.408180594e-01,1.022352129e-01,-3.311255202e-02,3.501550853e-02,-3.842219710e-03,3.354183957e-02,8.785150945e-02,-4.826491699e-02,8.905348927e-02,-4.502989724e-02,3.371939659e-01,-1.678395867e-01,4.697547108e-02,-2.623531222e-02,-2.986226790e-02,3.601173460e-01,4.143941775e-02,-5.888083577e-02,4.735353962e-02,1.827251911e-02,4.053830355e-02,4.575736448e-02,1.972948313e-01,5.425330400e-01,5.643345788e-02,1.522248238e-01,-1.366525330e-02,3.826252371e-02,-5.343901366e-02,-1.741013974e-01,1.390964724e-03,6.650470197e-02,1.845224574e-02,-1.075270306e-02,-5.044337735e-02,1.001079306e-01,-3.888795525e-02,-4.110651463e-02,3.812484443e-02,2.100599139e-10,7.074901462e-02,-1.932527125e-02,6.735478342e-02,-2.507311106e-02,-3.648547456e-02,2.514741197e-02,3.311585635e-02,2.926534042e-02,-2.960199490e-02,-5.992766470e-02,-2.740450902e-03,4.689615220e-02,7.345217466e-02,-3.299122676e-02,-2.744162269e-02,1.269036680e-01,1.337443828e-03,-7.853426971e-03,4.484182596e-02,1.410310855e-03,1.544388756e-02,7.461869391e-04,-4.334205389e-02,-4.209083319e-02,2.840897068e-02,2.110001817e-02,-1.144992486e-01,-1.245968044e-02,6.797549129e-02,-1.907425234e-03,7.359538972e-02,2.702571265e-02,-8.368900046e-03,7.413927466e-03,6.137217879e-01,-1.093020439e-01,1.661270410e-01,-1.839736663e-02,-1.138008386e-02,-7.024803199e-03,-1.835394651e-02,-3.604424000e-02,1.211888250e-02,-2.773087285e-02,-1.856527291e-02,8.824203396e-04,1.416147500e-01,2.110204697e-01,1.704414026e-03,3.272364289e-02,-7.730269432e-02,-8.308183402e-02,-1.612207890e-01,-4.019745439e-02,-6.497687101e-02,-1.961073466e-02,5.449046567e-02,7.066205144e-02,-3.764639795e-02,-3.243255615e-02,-5.091185123e-02,-1.496176980e-02,1.024425030e-02,-8.936558664e-02,-1.053684857e-02,-6.205098704e-02,-2.344385721e-02,-4.505862296e-02,-9.882441722e-03,4.058876541e-03,1.450066641e-02,5.369994044e-02,3.319807723e-02,2.576865628e-02,8.109031618e-02,-1.779643819e-03,-3.743734909e-03,-6.153154653e-03,-1.026476454e-02,-2.427491732e-02,-5.959573016e-02,-2.333854791e-03,-4.248121381e-02,1.439705025e-03,-3.061179072e-02,4.830273101e-04,-4.985766113e-02,-5.355739966e-02,2.873701043e-02,1.666898727e-01,-1.177576464e-02,-8.938658983e-03,-4.236428533e-03,6.697952747e-02,5.021523684e-02,-3.082755394e-02,1.654528230e-01,-7.010476291e-02,1.852139086e-01,-7.428395003e-02,1.079687662e-02,-1.051919069e-02,3.304866329e-02,4.132973254e-01,1.569150947e-02,-5.795720592e-02,2.384049259e-02,2.367707435e-03,9.274391085e-02,-1.954225125e-03,2.427839674e-02,3.637746572e-01,-4.293399304e-02,5.670035724e-03,4.392275214e-02,-5.678616092e-02,-2.241448686e-02,-3.235323727e-02,-4.459226504e-03,7.447834127e-03,-4.804325290e-03,4.773805290e-02,1.600523880e-10,2.375027724e-02,-6.176358834e-02,2.140913345e-02,5.269425735e-02,-2.177181654e-03,1.048203092e-02,-1.778556267e-03,8.453204297e-03,-1.294109318e-02,-8.894461393e-02,1.883359626e-02,-4.417602345e-02,3.301383555e-02,-3.522506915e-03,-2.467356063e-02,-1.803570660e-03,8.322022855e-02,6.968164444e-02,7.767657191e-02,-4.690505937e-02,1.865040511e-02,-1.729324274e-02,1.194278803e-02,2.036447823e-02,-6.236357242e-02,1.502816472e-02,1.755082980e-02,3.385027498e-02,-5.016996711e-02,1.706489176e-01,1.662304401e-01,-8.646165580e-02,1.912259497e-02,-1.165188197e-02,-1.570878923e-02,1.186341420e-01,-3.682750091e-02,2.817553580e-01,3.033083864e-02,9.875324368e-01,-9.737793356e-02,8.278422356e-01,-4.955793265e-03,-6.363751739e-02,1.901515722e-01,-1.258989573e-01,4.391178489e-02,1.282783132e-02,-5.095330626e-02,1.504930574e-02,-5.817333981e-02,-5.161289126e-02,8.338310122e-01,2.273147367e-02,-1.116729006e-01,-8.258768357e-03,4.178058505e-01,-1.112374291e-01,-3.631823957e-01,-8.473814465e-03,2.439268306e-02,1.452873796e-01,8.072799444e-02,4.127354175e-02,-1.354682754e-04,-1.603771001e-02,5.204095319e-02,3.431227803e-02,-4.333671182e-02,7.388323545e-02,3.629256971e-03,7.974180579e-02,-6.511580944e-02,2.305389196e-02,-2.746947296e-02,-3.169591725e-02,1.740381420e-01,-4.544678330e-02,-1.087101176e-03,-4.679028410e-03,-1.328342245e-03,1.389262676e-01,6.606429815e-02,9.946900420e-03,1.685436964e-01,-1.099368650e-02,-3.861685109e-04,5.001685768e-02,2.569195442e-02,1.093483996e-02,-5.180214718e-02,-1.627603918e-02,-7.022657990e-02,-1.883614995e-02,2.211005986e-02,-3.704059869e-02,-1.953086071e-02,-1.911376789e-02,-1.691843756e-02,-5.386893079e-02,4.030100536e-03,-1.334219798e-02,-5.694562197e-02,-7.350821048e-02,-4.765432701e-02,2.471331134e-02,-5.048234016e-02,-2.419025823e-02,5.172440037e-02,-3.100639209e-02,-2.931085788e-02,-8.028343320e-02,-4.025532305e-02,-4.489045963e-02,3.272523358e-02,-1.868193597e-02,-6.765291095e-02,-1.164915040e-02,-4.277555645e-02,-1.947431266e-02,1.238107868e-02,-3.861780092e-02,-4.234381765e-02,-1.285203453e-02,7.439570036e-03,-2.655130811e-03,-7.076964248e-04,3.698171349e-03,-4.575510323e-02,-4.031386971e-02,1.816645451e-02,4.960330576e-02,6.488230079e-02,-3.340592608e-02,-3.374080732e-02,1.281621400e-02,4.018313438e-02,-1.508007850e-02,5.942284688e-02,4.288364947e-02,-9.278688580e-03,1.857217401e-02,6.211676635e-03,4.022882134e-02,2.215962857e-02,3.070502542e-02,-4.734411091e-02,1.448171679e-02,-1.503634360e-02,-3.721963614e-02,-3.956702724e-02,-8.452732861e-02,-1.723742671e-02,1.402118150e-02,1.359831692e-10,-1.923546754e-02,5.307233892e-03,7.061570138e-02,1.970804036e-01,-2.326798812e-02,-4.083752260e-02,2.077038400e-02,1.329097711e-02,1.200978756e-01,1.363536250e-02,2.693000734e-01,-1.173173916e-02,6.397778392e-01,-9.247878939e-02,4.022286534e-01,-4.966120794e-02,-1.611269452e-02,3.281682730e-01,-5.050301924e-02,-2.263166709e-03,1.235217042e-02,-4.574041814e-02,7.205693983e-03,-1.173016208e-04,-3.912575543e-02,5.248740315e-01,4.532385990e-02,-3.094813228e-02,3.875235328e-03,2.943097614e-02,-8.526010811e-02,-1.233447492e-01,2.633446828e-02,5.595010519e-02,4.544526339e-02,3.377556428e-02,7.558377460e-03,1.204328239e-02,-1.921592513e-03,2.607351169e-02,4.871652275e-02,9.504987858e-03,2.163091116e-02,-3.057497181e-02,-2.430641837e-02,-1.929458464e-03,-2.279836126e-02,5.771726370e-02,-7.229276234e-04,9.956892580e-02,1.828356087e-02,5.848782882e-02,1.255655382e-02,-7.408574969e-02,8.167393506e-02,4.973180592e-02,-3.694823757e-02,9.504931420e-02,-4.329523072e-02,-6.605810951e-03,4.294845089e-02,-6.635286659e-02,-3.317759559e-02,-1.577036642e-02,-2.408538014e-02,-2.038213238e-02,1.382363960e-02,2.778655663e-02,3.348201141e-02,-4.497536644e-02,-2.258727327e-02,2.716469951e-02,-2.093251050e-02,-3.609339148e-02,6.434544455e-03,-1.850170270e-02,-2.642084844e-03,-1.422618236e-02,2.434577094e-03,1.347157266e-02,2.269978076e-02,-2.977484465e-02,6.558881700e-02,7.812120765e-02,4.525218531e-02,2.677757293e-02,9.811686352e-03,-1.700549852e-03,-1.799155027e-03,6.296408176e-02,-1.409288123e-02,1.513372455e-02,2.080068924e-02,-1.471991302e-03,1.339151617e-02,8.065518737e-02,-4.357040301e-02,3.846485913e-02,1.522667939e-03,2.324706689e-02,-2.334453724e-02,-2.805976942e-02,-7.046058774e-02,-8.574680542e-04,-4.959008843e-02,3.856848553e-02,3.007542342e-03,2.184569649e-02,9.328410961e-03,-2.817261424e-10,2.538046613e-02,1.121383719e-02,-3.127959743e-02,2.532523125e-02,-5.145044625e-02,1.041134000e-01,6.176771224e-02,7.472893596e-02,-5.763517227e-03,2.233055234e-02,4.773451388e-02,5.775208026e-02,1.826868951e-02,1.338387746e-02,1.031414196e-01,-1.655646786e-02,1.219720487e-02,1.507288683e-02,1.167212613e-02,-6.707692891e-02,-4.956073761e-01,-7.053254843e-01,-4.815772548e-02,-1.076824442e-01,-6.210711319e-03,-8.883104473e-02,-3.680207133e-01,-5.709489062e-02,-6.439909339e-01,-2.236810699e-02,-8.057615161e-01,-3.340390325e-02,-6.868363023e-01,-3.016847186e-03,-1.355089620e-02,-1.231743574e+00,-6.984733790e-02,-3.436793387e-02,-4.407005385e-02,-2.342060581e-02,-2.139126509e-01,-1.104042158e-01,-8.032079041e-02,-1.214495182e+00,-7.677386701e-02,-7.803281397e-02,-4.732533917e-02,-9.785912633e-01,-5.673571676e-02,-1.558688581e-01,-3.538736701e-02,-1.729727909e-02,-4.860984161e-02,1.155709624e-01,-2.455466986e-02,-1.502722781e-02,4.650269076e-02,6.000848860e-02,6.144475564e-02,-5.625993479e-03,5.994586647e-02,-3.063063137e-02,7.312086821e-01,-8.046548069e-02,1.820842363e-02,3.087380901e-02,-1.055905409e-02,1.657322794e-01,-4.242810607e-02,1.626767404e-02,-1.990533620e-02,6.914748996e-02,-3.125055879e-02,-3.761497512e-02,-9.806597978e-02,4.264903367e-01,-2.165730670e-02,3.117152303e-02,7.137706876e-02,2.534371056e-02,-8.699546009e-02,-6.013800856e-03,-3.300423548e-02,2.096522599e-02,-4.520039856e-01,-5.200033188e-01,-4.210985266e-03,-2.186870873e-01,-9.929317981e-03,-1.819203347e-01,-1.794173867e-01,-7.072052360e-02,-1.444220096e-01,-4.090510774e-03,-5.962464809e-01,2.435637265e-02,-4.196745157e-01,-6.904227287e-02,-5.289411172e-02,-7.661796808e-01,6.514218636e-03,-2.805813588e-02,-1.529962122e-01,6.683394313e-03,-3.994392157e-01,-1.674538106e-01,-1.584812701e-01,-7.811858654e-01,-6.492596865e-02,-1.212083697e-01,-9.685389698e-02,-4.733725786e-01,2.755575697e-04,-1.379425675e-01,2.911855408e-04,-2.061715350e-02,-1.594616026e-01,-1.491726488e-01,1.581610180e-02,-3.692775965e-02,-3.725309670e-02,-4.059176147e-02,-8.718039840e-02,5.720131844e-02,-1.054051444e-01,4.103075713e-02,-5.599165559e-01,1.326391995e-01,-1.230595633e-02,-5.734793097e-02,4.992150143e-02,-1.998315305e-01,7.202702016e-02,-1.255404903e-03,-7.237768173e-02,6.785663310e-03,-8.921650797e-02,-4.565828480e-03,3.635388240e-02,-2.568218410e-01,-2.291145921e-02,1.895189658e-02,-5.739476532e-02,-7.297973335e-02,7.628877461e-02,9.556630999e-02,1.081605628e-02,-2.247298323e-02,1.882523298e-01,1.256834865e-01,-4.529155791e-02,5.686561577e-03,-3.423147276e-02,-6.363218185e-03,1.730636954e-01,2.803248167e-02,2.686994076e-01,-7.699051499e-02,7.784109116e-01,-5.768911913e-02,5.038151145e-01,-2.496682107e-03,2.916224115e-02,2.931871712e-01,-5.955081806e-02,5.555082578e-03,-1.354164537e-02,1.956718229e-02,-1.475228928e-02,-2.918320522e-02,-1.899894699e-02,3.124150634e-01,5.589657463e-03,3.771258518e-02,3.108892357e-03,3.512640297e-01,-8.928832598e-03,-2.678797245e-01,-4.035201296e-02,-7.962885313e-03,1.241464261e-02,1.010136157e-01,-4.911580682e-02,4.987996072e-02,4.178757593e-02,-2.412477322e-02,2.169810794e-02,-8.902133256e-02,3.574841097e-02,-1.584680192e-02,1.825760454e-01,4.094312713e-02,2.433628833e-04,-6.473752670e-03,2.172894031e-02,1.679729968e-01,1.207300369e-02,-6.411343068e-02,-1.751968823e-02,-4.195787013e-02,7.759426534e-02,6.860606372e-02,7.777515054e-02,8.498440683e-02,-1.032157689e-01,-1.400455483e-03,4.654844105e-02,3.130478412e-02,-3.582967445e-02,1.239365060e-02,3.426727280e-02,-4.012323543e-02,2.994609810e-02,5.357318744e-02,-2.941977046e-02,5.237320065e-02,1.720323414e-02,3.203470260e-02,8.975913376e-02,1.312472019e-02,3.562191427e-01,-7.444579154e-02,5.191802382e-01,-2.171469852e-02,1.519918144e-01,3.071971424e-02,-2.000532299e-02,3.890304565e-01,-4.311135411e-02,-3.665009513e-02,-1.803593710e-02,7.416366134e-03,4.413764924e-02,8.087765425e-02,8.169236779e-02,5.562086105e-01,-6.167580187e-02,4.993579164e-02,1.691540517e-02,3.499414921e-01,-7.616984844e-02,-2.337190956e-01,-1.363115758e-02,2.995185554e-02,7.180498540e-02,8.297831565e-02,-3.651171550e-02,-8.865837753e-02,1.036802701e-06,-2.024790086e-02,-4.713355005e-02,1.918105967e-02,4.253386334e-02,-2.666386403e-02,1.152306348e-01,3.255902976e-02,3.011609428e-03,-8.041401394e-03,-6.302972883e-02,3.666798025e-02,6.689357013e-02,2.615978196e-02,1.742853969e-02,5.623700097e-02,8.165215142e-03,-1.226486824e-02,-1.389500964e-02,3.764913976e-02,-4.515916109e-02,-3.086032905e-02,2.684747614e-02,-2.925282903e-02,3.110925434e-03,-3.331762180e-02,3.395994008e-02,-1.168847736e-02,5.946454406e-02,1.131545678e-01,-6.275046617e-02,3.055545036e-03,-3.946630284e-02,-5.849587265e-03,1.505439878e-01,2.160169417e-03,2.018156797e-01,2.198524773e-02,6.588668823e-01,-1.014777943e-01,2.427282482e-01,3.469186649e-02,-3.468781943e-03,1.817426085e-01,3.654871369e-03,-3.659821674e-02,1.680226997e-02,-7.175204344e-03,1.347326441e-03,5.581577867e-02,-3.764456511e-02,5.166505575e-01,-9.424830787e-03,-4.516340420e-02,3.711167723e-02,6.033236906e-02,-4.432614148e-02,-1.035320014e-01,-1.750104688e-02,-5.286160856e-02,3.051316738e-02,3.975524008e-02,3.533510864e-02,3.219248727e-02,9.123554826e-02,2.944842540e-02,3.314311802e-02,-1.972832344e-02,7.017454505e-02,2.174684079e-03,7.277027518e-02,-4.647425190e-02,-8.084714413e-02,-3.117555752e-03,-3.651712462e-02,8.463367075e-02,1.365290489e-02,-5.895911157e-02,-2.424760722e-02,3.271990269e-02,-1.723027229e-02,1.114314124e-01,-4.808445647e-02,2.915400639e-02,-2.131869085e-02,4.107031971e-02,-6.280646659e-03,2.724455111e-02,-3.705033660e-02,2.953412943e-02,-2.069296874e-02,1.058261842e-03,2.489337474e-01,4.929145798e-02,-2.029275708e-02,-1.298815943e-02,-4.293945432e-02,3.348307218e-03,1.130294707e-02,-3.143720329e-02,-5.126338825e-02,-6.142608821e-03,8.267398477e-01,-1.407206357e-01,3.062931299e-01,-1.371212769e-03,6.515592337e-02,1.842845082e-01,-3.095297143e-02,-6.443631649e-02,1.169013046e-02,-4.035116732e-02,1.235272735e-01,1.686082035e-02,7.538379729e-02,3.705961108e-01,2.114898153e-02,1.065322533e-01,-5.178616382e-03,1.737086624e-01,-8.415789902e-02,-2.597657740e-01,-4.044152051e-02,2.022054046e-02,-3.595024720e-02,-3.088916093e-02,-1.003097966e-01,2.303708345e-02,-4.307611659e-02,2.826142684e-02,-2.394914627e-02,4.874427617e-02,1.404398307e-02,1.321064308e-02,1.626644433e-01,2.775314264e-02,-1.792364381e-02,-4.354415461e-02,-1.874254830e-02,5.814408138e-02,8.088134229e-03,-6.395304808e-04,-7.668510824e-02,-5.418708548e-02,-1.082741562e-02,-1.640930772e-02,1.911202632e-02,8.313740045e-02,8.132048883e-03,-5.134059861e-02,7.671584934e-02,-1.914244029e-03,1.744731702e-02,-3.441246599e-02,3.661124036e-02 +biases1 = -2.603573725e-03,-3.366480172e-01,-4.640956521e-01,1.266985200e-02,-1.868875176e-01,-2.802514704e-03,-2.452540100e-01,-2.712682784e-01,-1.259261480e-04,-5.789372921e-01,7.041541976e-04,-2.018696815e-01,-4.394575953e-02,-2.099315524e-01,-8.109620772e-03,-2.389431186e-02,-1.388299823e+00,-2.252511680e-03,-3.884890303e-02,-1.134865582e-01,-5.500385887e-04,-4.051040709e-01,-1.510698944e-01,-1.105224062e-02,-1.194421291e+00,-1.134428661e-03,-7.241509389e-03,-7.802300155e-02,-3.694941700e-01,-7.165437937e-02,-3.400202468e-02,-1.802900061e-02 +weights2 = -2.428866457e-03,1.060011685e-01,4.192835689e-01,2.855187049e-03,2.839746475e-01,-1.657493063e-03,2.691496909e-01,8.298733085e-02,1.167601367e-04,3.257120550e-01,-7.362199016e-03,5.825437307e-01,2.493629977e-02,7.844321132e-01,9.535219287e-04,2.097847313e-02,5.783231854e-01,1.713276841e-02,2.934961766e-02,7.016547769e-02,-6.767697050e-05,6.688014865e-01,2.123629153e-01,-1.997852176e-01,2.106319368e-01,3.699097084e-03,-1.606562585e-01,1.127951369e-01,3.733525574e-01,5.953492224e-02,1.774084121e-01,2.415140904e-02 +biases2 = 1.539531350e-02 diff --git a/params/D00102.002.txt b/params/D00102.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..db68263fc27c88f423d80e2835b6f333fb32d2ef --- /dev/null +++ b/params/D00102.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -4.205127433e-02,1.513825804e-01,-1.542296559e-01,4.726172388e-01,2.903079093e-01,-1.701255739e-01,-8.946762234e-02,-8.020754158e-02,-1.802392304e-01,-1.193929613e-01,-1.929984055e-02,7.063946128e-01,-1.657463610e-01,5.704112351e-02,-1.068177968e-01,-1.667915732e-01,-8.455024660e-02,-2.917679027e-02,2.305985801e-02,-2.410617918e-01,1.564700454e-01,-1.792266220e-01,2.688404322e-01,3.618802503e-02,6.007325277e-02,1.826869696e-02,-5.745247751e-02,-3.078191578e-01,-1.458164006e-01,-2.850462496e-02,9.292241186e-02,2.531145141e-02,-2.467510551e-01,-1.372767091e-01,4.657046497e-02,-2.335003167e-01,-3.972103298e-01,-8.137510717e-02,-1.407112330e-01,-4.012044892e-02,-1.337460335e-02,-2.915818011e-03,-7.577069104e-02,-4.159042835e-01,1.792591661e-01,-1.201988906e-01,-2.319402993e-02,-1.500342041e-01,-1.286326647e-01,-1.439531893e-01,-5.434568739e-04,-2.711960375e-01,-4.086784422e-01,-1.943459213e-01,-1.673138142e-01,5.985518917e-02,6.376583874e-02,4.555183277e-02,6.471654028e-02,-4.243091643e-01,4.233399406e-02,-2.142450213e-01,-2.204411477e-02,-1.884517223e-01,-1.523068100e-01,1.430330575e-01,-1.157740206e-01,-1.935246736e-01,2.377827018e-01,8.625779748e-01,3.102319539e-01,-7.494457066e-02,-1.170697585e-01,-7.795709372e-02,-1.179692969e-01,-2.670876682e-01,-1.685571373e-01,2.182174921e-01,-1.258841157e-01,8.019119501e-02,-1.270494014e-01,-1.447724253e-01,1.384832058e-02,3.292997926e-02,-2.754648589e-02,-3.927932084e-01,-1.019538194e-01,-2.348403074e-02,7.223359495e-02,-1.452103071e-02,6.394485384e-02,1.139653698e-01,7.103798538e-02,-2.748487331e-02,9.829349071e-02,-1.843655668e-02,-1.551909447e-01,-1.329032611e-02,-5.336275697e-02,2.181827128e-01,-2.199135348e-02,-5.466085076e-01,-2.205636799e-01,-2.636229806e-02,2.525267377e-02,3.335571382e-03,3.967222571e-02,3.527785838e-01,-2.992654778e-02,-2.291343659e-01,5.487287790e-02,-2.741380334e-01,-6.802816689e-02,-1.454257667e-01,6.981216371e-02,-3.299871981e-01,-5.456258655e-01,-5.482784510e-01,-1.161432713e-01,1.001963466e-01,-5.008644238e-02,3.057271615e-02,-7.325385511e-02,-6.419145465e-01,3.516853601e-02,-2.678544521e-01,-8.667306602e-02,-2.677359581e-01,-8.014040440e-02,7.127073593e-03,-5.427408218e-02,3.785790503e-01,4.301608205e-01,-2.377778590e-01,1.179512069e-01,-3.221999854e-02,-1.306260079e-01,-1.077468246e-01,-1.054216176e-01,6.657114029e-01,-9.754344076e-02,1.863634735e-01,-1.171687394e-01,8.215825260e-02,-1.284120083e-01,-5.252794176e-02,-3.531204537e-02,-2.777930498e-01,-1.846511364e-01,-2.737976611e-01,3.545685485e-02,-4.643733799e-02,1.807152480e-02,6.595844030e-02,-8.495664597e-02,-3.508251011e-01,1.752484441e-01,-1.444551349e-01,-6.063586567e-03,-2.960347533e-01,-2.014083713e-01,3.382690623e-02,-7.486848533e-02,-1.733643562e-01,-2.554368377e-01,6.210174561e-01,-2.102319300e-01,-5.776213855e-02,9.017430991e-02,-2.679955773e-02,1.655567735e-01,-4.162580669e-01,-3.530585021e-02,2.034530789e-02,1.227609664e-01,-3.034782410e-02,-9.437763691e-02,-1.474698186e-01,7.870993018e-02,-2.011575699e-01,-3.466623724e-01,-7.345651984e-01,-7.235675305e-02,1.127640754e-01,-4.650862142e-02,1.018206775e-02,-6.090055034e-02,-3.407413065e-01,-1.350624561e-01,-3.695484102e-01,-5.924784020e-02,-2.361378521e-01,1.447730958e-01,-5.923680216e-02,-1.071809605e-02,-9.486581385e-02,-2.789971530e-01,8.785836101e-01,-1.217073873e-01,-8.758543432e-02,-6.827326119e-02,-9.433530271e-02,-2.042550892e-01,-4.674940407e-01,-2.019425929e-01,3.315501809e-01,-4.692684114e-02,2.085379660e-01,-2.107629180e-01,-5.917548016e-02,4.815065186e-04,-1.508316398e-01,-2.584939301e-01,-4.030018449e-01,1.865919307e-02,8.931215416e-05,-3.741975874e-02,-1.757626049e-02,5.549926311e-02,-4.172303379e-01,-5.239727721e-02,-2.371496111e-01,5.568915233e-02,-2.730776370e-01,-1.768820435e-01,1.298269033e-01,-9.051785618e-02,2.956400216e-01,4.767688215e-01,-5.766469240e-01,1.407064348e-01,-1.098751370e-02,1.347755045e-01,6.714547984e-03,-3.934214637e-02,8.083139062e-01,1.807891428e-01,-8.333180100e-02,-2.135691792e-02,-5.773753673e-02,-2.605133653e-01,-1.702609211e-01,1.426549815e-02,-3.238334060e-01,-2.980934381e-01,-5.229115486e-01,-1.668186784e-01,7.292339206e-02,-9.892623872e-02,4.661028087e-02,1.010552123e-01,-3.643741906e-01,-1.813404448e-02,-3.179489076e-01,-4.532626644e-02,-3.566107750e-01,-1.838264614e-01,1.578481197e-01,7.355386019e-02,1.626452059e-01,-5.557285994e-02,-5.617324710e-01,-6.549780071e-02,-8.212774247e-02,-1.910580695e-02,-5.858480930e-02,-3.786643595e-02,1.486483961e-01,-3.452357277e-02,-1.651594043e-01,-6.464470178e-02,4.505331442e-02,-1.238944978e-01,-1.313423067e-01,-1.138212532e-01,-1.539632678e-01,-1.710744798e-01,-5.054584146e-01,-1.249170005e-01,-5.676526204e-02,5.859913677e-02,3.305424005e-02,5.527521484e-03,-2.678310275e-01,3.968253732e-03,-1.854085177e-01,2.429653425e-03,-1.264157295e-01,1.181357168e-02,-3.007521853e-02,-1.581658423e-01,-5.975374207e-02,-1.657230556e-01,9.319252372e-01,1.839344352e-01,2.869436331e-02,-2.458421886e-02,-4.872740060e-02,3.982754797e-02,-2.833375037e-01,-7.610202581e-02,3.722079098e-01,1.814325154e-02,-1.676717214e-02,-2.072988302e-01,-1.563773304e-01,1.130411029e-01,-2.198500633e-01,3.356220201e-02,-4.890049398e-01,-1.224737167e-01,8.599991351e-02,-8.499175310e-02,1.537969429e-02,-9.454342723e-02,-3.895208240e-02,1.607626677e-02,-3.286802471e-01,-1.480244193e-02,-3.826064467e-01,8.483869433e-01,1.246690750e-01,1.286810637e-01,1.077152640e-01,-4.236857221e-02,3.026043177e-01,8.835887909e-02,-4.703274742e-02,-6.599780172e-02,-3.553163260e-02,9.060365148e-03,2.164798379e-01,-9.842517227e-02,2.264622897e-01,7.375308778e-03,9.119001031e-02,-4.512526989e-01,-8.517585695e-02,5.666840449e-02,-2.466743290e-01,-1.504112184e-01,-5.164523721e-01,-2.014462650e-01,1.519082859e-02,-2.938617254e-03,-2.644028328e-02,-1.284957379e-01,-1.343893856e-01,-4.127117619e-02,-2.899696827e-01,-3.752099723e-02,-2.904781103e-01,-4.022526741e-01,-1.149709746e-01,-3.234185576e-01,4.200769588e-02,-1.136791855e-01,-4.816718400e-02,1.076165512e-01,-9.194254130e-02,2.009999193e-02,3.248089179e-02,8.507666737e-02,-4.678799212e-01,6.665924937e-02,1.599479839e-02,-5.467952788e-02,4.273994640e-02,-4.973465502e-01,-8.266914636e-02,5.342586711e-02,-1.745324135e-01,-4.995676875e-02,-3.626321852e-01,-1.232541203e-01,9.917129576e-02,-1.917978190e-02,-3.012981825e-02,-5.236533657e-02,-5.534355715e-02,-1.698563248e-02,-2.584366500e-01,2.769124322e-02,-3.225542903e-01,-2.932773232e-01,-1.312827170e-01,-1.513780504e-01,3.765216097e-02,1.596288085e-01,1.689979434e-01,-1.038568392e-01,5.627712701e-03,-1.054372638e-01,-2.231350988e-01,7.636965066e-02,1.341916621e-01,8.927790821e-02,2.661138587e-02,-2.455386892e-02,6.314777583e-02,-3.762783408e-01,8.251184225e-02,-2.625160813e-01,-1.197913066e-01,-7.108990848e-02,-9.791121632e-02,-1.463698503e-02,1.147723757e-02,1.748860814e-02,-1.254063379e-02,-9.377916902e-02,-8.553142846e-02,-1.235275865e-01,-2.995772362e-01,3.247018903e-02,-4.321033359e-01,8.094424009e-01,4.721877724e-02,-2.729009986e-01,5.763828382e-02,-1.072784215e-01,-5.218544006e-01,9.048575908e-02,-1.097601578e-01,6.539884210e-02,7.935811579e-02,-5.744510517e-02,-1.813398749e-01,2.562675066e-02,2.194185406e-01,-1.233521290e-02,-6.179267541e-02,-6.420785785e-01,-1.571894586e-01,6.010585427e-01,-2.484534979e-01,-3.377178907e-01,-1.738880426e-01,-1.006996408e-01,6.904054433e-02,-4.587813094e-02,9.670556337e-02,-1.163934264e-02,-3.086591959e-01,-8.258601278e-02,-2.527828217e-01,-5.500764027e-02,-4.991653189e-02,8.173255324e-01,5.082992464e-02,1.336756498e-01,-8.844227344e-02,1.107265577e-01,1.013634503e-01,-1.405471265e-01,-1.324501485e-01,-8.298589289e-02,-9.741661139e-03,5.034581572e-02,1.512503177e-01,-7.658181712e-03,9.279474616e-02,-3.051978908e-02,1.559020877e-01,-4.919329584e-01,-1.085945889e-01,8.085823059e-02,-2.214230448e-01,-1.039961725e-01,-1.483506709e-01,5.855769664e-02,-5.086859316e-02,6.969510764e-02,-3.817588836e-02,-8.215615898e-02,-2.126507908e-01,-1.099511459e-01,-2.154383361e-01,-5.664404482e-02,-6.334730983e-01,-5.104746819e-01,1.621035160e-03,-1.506423056e-01,6.969764829e-02,-4.175878316e-02,-3.690230846e-01,1.450138539e-01,1.549706887e-02,-4.066191614e-02,-1.219433174e-01,4.818590824e-03,-1.038964167e-01,9.848386049e-02,-1.473106444e-01,-6.756018102e-02,1.571533531e-01,-3.192866147e-01,-1.034050286e-01,-1.498969197e-01,-3.227746487e-02,-3.232725859e-01,-2.096217871e-01,-1.924354285e-01,1.415277869e-01,-1.625676826e-02,1.098806933e-01,-5.967854708e-02,-2.769105434e-01,-7.319834083e-02,-3.646541014e-02,9.579041600e-02,-1.609384716e-01,-4.857019782e-01,7.788525522e-02,-3.200177476e-02,-1.681676954e-01,2.305584401e-01,-1.851152442e-02,-1.321031302e-01,-8.049089462e-02,-8.643652312e-03,2.092696130e-01,1.080632582e-01,-2.163171470e-01,9.153184295e-02,-1.426355243e-01,3.667479753e-02,-1.805134714e-01,-3.741990626e-01,-5.783041194e-02,-1.031365618e-01,-1.120686233e-01,-2.721708119e-01,4.573760182e-02,7.366445661e-02,9.094412671e-04,-5.310496315e-02,1.506298687e-02,-4.463715851e-02,-1.689117998e-01,-1.167120039e-01,-1.959411800e-01,3.826724738e-02,2.532177046e-02,8.332592249e-01,-7.304488868e-02,1.432701498e-01,9.048761800e-03,1.590590477e-01,-5.458264053e-02,1.071176007e-01,-5.298909545e-02,-9.751050919e-02,-2.062680423e-01,-5.637424067e-02,2.700567842e-01,-1.535176998e-03,1.227725074e-01,-1.547847502e-02,-8.965145051e-02,-4.760905504e-01,-1.056517288e-01,-9.507833421e-02,-1.189200790e-03,-4.752721488e-01,-5.984724760e-01,-1.776898652e-01,1.080769151e-01,9.050180763e-02,-7.829393446e-02,-9.334776551e-02,-3.262954950e-01,-6.489919126e-02,-9.087462723e-02,-1.170337424e-01,-2.342379391e-01,3.656809628e-01,-1.344192028e-01,4.790271446e-02,-1.333027482e-01,1.324997544e-01,4.263680279e-01,-1.309408098e-01,1.339374930e-01,8.991823345e-02,2.319923043e-02,4.931104928e-02,1.906279773e-01,6.729522347e-02,-2.729816139e-01,4.636815935e-02,2.086878121e-01,-2.937557697e-01,3.881857172e-02,-2.074154317e-01,-3.918128833e-02,-3.261007667e-01,-3.028047383e-01,-5.183949694e-02,-6.350165606e-02,-4.358382896e-02,-1.488770247e-01,-9.512551129e-02,-3.022795916e-01,-1.054955274e-01,4.244679213e-02,1.037185546e-02,4.513586760e-01,5.805315450e-03,2.033910155e-02,4.307581112e-02,-5.886159465e-02,2.300424874e-01,-1.340961605e-01,9.619875997e-02,-1.651608795e-01,-5.547194555e-02,1.416294277e-01,3.045040555e-02,-6.115891784e-02,4.061085358e-02,-9.035364538e-02,-4.911582917e-03,-5.473257303e-01,-5.808078051e-01,-8.394118398e-02,3.177775443e-02,-4.192434251e-02,-3.944836259e-01,-6.142313480e-01,-4.229781777e-02,6.916934252e-02,-5.937296525e-02,-7.458466291e-02,-7.225586474e-02,-2.688282430e-01,-9.447197616e-02,1.375143696e-02,-1.104740575e-01,-5.921318531e-01,2.633574307e-01,-6.168296933e-02,7.682114840e-02,4.629902914e-02,7.130337507e-02,-3.660919145e-02,-1.383729875e-01,-4.054064304e-02,-6.454604119e-02,1.535388529e-01,8.793562651e-02,1.310328674e-02,1.146201938e-01,2.699068487e-01,6.719206274e-02,7.308005691e-01,-6.528947502e-02,2.857646719e-02,-1.180249974e-01,3.109860234e-02,-3.413148522e-01,-1.135399789e-01,-1.442553401e-01,-1.330724955e-01,-2.113349438e-01,-7.959381491e-02,-8.040641993e-02,-1.914452016e-01,-5.376029760e-02,7.381937653e-02,-6.927011907e-02,-2.524897456e-01,-1.491084397e-01,-1.819704846e-02,-3.754920885e-02,-3.422651291e-01,2.393867373e-01,7.771020383e-02,1.835276037e-01,3.075269610e-02,-1.428158605e-03,-1.000775173e-01,-4.079928622e-02,-1.102337316e-01,-5.860995129e-02,-3.354738057e-01,3.896815330e-02,-4.607971907e-01,-5.538337827e-01,-1.073418036e-01,-8.098880760e-03,-8.391400799e-03,-3.264327347e-01,-5.523880720e-01,-3.049564175e-02,1.169631034e-01,2.090439200e-01,-3.358771652e-02,-5.315355584e-02,-1.519206911e-01,-9.448812902e-02,-3.148839474e-01,-9.598238766e-02,-4.986552000e-01,7.452502847e-02,1.181822419e-01,8.313948289e-03,1.680703647e-02,-1.433363557e-01,3.200564906e-02,-1.898400486e-01,1.590565294e-01,1.270224005e-01,7.952620089e-02,1.733931154e-02,-5.325507373e-02,8.129469305e-02,-1.318874806e-01,8.236575872e-03,8.283059597e-01,-1.070224792e-01,-3.707503527e-02,-1.476609409e-01,2.143244594e-01,-1.953763962e-01,-2.874713540e-01,4.099092633e-02,-2.314365357e-01,-6.578734517e-02,-1.273222268e-01,-1.079666764e-01,-1.280756760e-02,-1.118201837e-01,2.535035312e-01,-1.510592271e-02,-3.774481714e-01,-2.981828898e-02,-1.476996392e-01,4.874513671e-02,-2.483173758e-01,3.529560268e-01,1.594507098e-01,1.255966425e-01,-2.496795803e-01,-1.063712463e-01,-3.379176855e-01,1.090670824e-01,5.334350839e-02,2.867387980e-02,-1.635748446e-01,3.305657953e-02,-4.301796556e-01,-4.419510663e-01,-9.452619404e-02,4.344353452e-03,-2.556433082e-01,-3.720958531e-01,-5.294454694e-01,-1.044047326e-01,2.964128256e-01,-2.318898216e-02,3.261971772e-01,-1.059086174e-01,-4.277122319e-01,-8.901623636e-02,-2.651998103e-01,-8.504723012e-02,-5.001035929e-01,-1.225048080e-01,-1.003820747e-01,1.472814381e-01,9.756480902e-02,-1.396938413e-01,2.765449286e-01,-1.746261120e-01,5.080650374e-02,3.614123762e-01,5.782685243e-03,1.061679423e-01,1.616820395e-01,5.295773223e-02,2.274210304e-01,6.046750769e-02,-3.386827707e-01,3.217443125e-03,1.158813462e-01,-1.571835726e-01,-1.224237457e-01,-3.189491332e-01,-3.185777664e-01,3.912789747e-03,1.841730773e-01,-1.768743992e-01,-3.896019608e-02,-8.779852837e-02,-4.298152868e-03,-3.096175753e-02,-1.225824133e-01,-6.188677624e-02,-4.718966782e-01,3.581790254e-02,-1.696777716e-02,-2.755203471e-02,-2.624743246e-02,2.210089862e-01,3.004151396e-02,1.794780195e-01,-2.778784931e-01,-2.020130455e-01,-5.928291753e-02,-5.515823886e-02,-2.504577935e-01,-4.176332802e-02,-2.875719666e-01,3.055004403e-02,8.073453307e-01,-4.194184542e-01,-1.591593176e-01,-4.768475890e-02,-2.213738561e-01,-1.195753813e-01,-6.113340855e-01,-1.381525844e-01,1.759555750e-02,-5.215962976e-02,3.443116695e-02,-5.016517267e-02,-3.488163650e-01,-7.099092007e-02,-1.242991313e-01,-8.789695054e-02,-4.765509665e-01,-1.812334755e-03,-1.798792364e-04,4.047735035e-02,2.026299536e-01,-1.864937395e-01,1.822727323e-01,-2.373083681e-01,-1.189962327e-01,1.779560447e-01,-3.372125700e-02,3.524931148e-02,8.902293444e-02,8.345746994e-02,-2.636849284e-01,7.068350166e-02,2.472889423e-01,-7.400657237e-02,-1.183763742e-01,-1.479910463e-01,-3.057060242e-01,5.479666963e-02,-2.126424611e-01,1.456276178e-01,-1.678608954e-01,-1.943776757e-01,-1.182749718e-01,-6.960026920e-02,7.918884605e-02,-1.003953889e-01,-1.935909837e-01,-8.640374243e-02,-5.599030256e-01,-2.069278806e-01,-1.818051003e-02,4.656517133e-02,9.290007502e-02,2.240534872e-02,8.993379027e-02,1.003888100e-01,6.814551353e-02,-1.217823103e-02,-8.951162547e-02,4.039281979e-02,5.101075768e-02,3.444639593e-02,3.826733828e-01,3.038591333e-02,3.727476895e-01,-2.202738672e-01,-2.298200130e-02,-2.491728589e-02,-2.625817955e-01,-2.509868145e-01,-6.846237183e-01,-1.371595263e-01,1.945747286e-01,-4.059010744e-02,1.827647090e-01,-9.207399935e-02,-6.614785194e-01,-1.100156680e-01,-2.321103364e-01,-7.364196330e-02,-5.396063328e-01,-2.546332031e-02,-1.951674223e-01,5.236358196e-02,-9.749098122e-02,-1.647048295e-01,1.478652656e-01,-1.856192052e-01,-2.869086526e-02,1.032253429e-01,1.633132249e-02,5.169799551e-02,1.257946491e-01,6.784457713e-02,1.080271900e-01,5.040112510e-02,1.623355411e-02,-1.503922045e-01,-8.959677815e-02,-1.044536904e-01,-2.455575615e-01,2.647281289e-01,-5.619454980e-01,1.253553033e-01,-2.879935876e-02,-2.638831362e-02,-1.079808250e-01,-5.347671732e-02,5.432083458e-02,-5.488638952e-02,2.465631999e-02,-8.231793344e-02,1.255338732e-02,2.165660635e-02,1.119502634e-01,-2.396920510e-02,3.322492242e-01,-1.747179590e-02,1.166508868e-01,6.703845412e-02,-2.149568684e-02,-2.932140529e-01,-2.201856114e-02,-2.128012106e-02,-8.545894921e-02,3.025126271e-02,-1.076461077e-01,4.478841275e-02,-1.812008619e-01,-3.488523066e-01,1.435433142e-02,-9.239830077e-03,-2.610454857e-01,-4.423284829e-01,-3.270395696e-01,-1.346009076e-01,5.418191105e-02,1.461482048e-01,5.419940501e-02,-6.486438215e-02,-5.365126729e-01,-1.349423081e-01,-3.316540122e-01,-7.232706249e-02,-3.284429014e-01,-7.414865494e-02,-1.077809557e-01,5.229169875e-02,6.232869998e-02,-1.573996097e-01,1.409150809e-01,-1.082165539e-01,6.673986465e-02,8.299534768e-02,-3.472512588e-02,6.850439310e-02,3.888595477e-02,1.285154521e-01,-1.295938194e-01,6.618889421e-02,-2.012142986e-01,-8.645290136e-02,7.594906539e-02,-1.075330973e-01,-2.612109780e-01,1.077471003e-01,-4.331152141e-02,4.926402494e-02,-1.240403578e-01,-9.029649943e-02,-3.861794993e-02,-8.217035979e-02,5.118347332e-02,-1.098420471e-01,-3.978402168e-02,-6.762880087e-02,-2.798539214e-02,-9.707928449e-02,-1.333813276e-02,-1.409769058e-03,2.087895572e-01,-2.321289182e-01,1.513121575e-01,2.059951052e-02,-1.407505199e-02,-1.610850990e-01,-2.279257029e-02,-1.721585356e-02,2.073069513e-01,-3.725270508e-03,-4.795300215e-02,-6.563107483e-03,-2.182161203e-03,-2.453519255e-01,-1.152454987e-01,-2.779487148e-02,-2.816169858e-01,-7.663942873e-02,-8.745959997e-01,-8.932986110e-02,4.737012461e-02,9.986007214e-02,3.723675013e-02,-5.583862215e-02,-7.375906706e-01,-1.072534919e-01,-8.872208744e-02,-5.035401881e-02,-2.479245961e-01 +thresholds = -2.013072014e+00,-6.365429759e-01,-3.427425325e-01,-1.090778112e+00,-1.430512428e+00,-2.499644041e+00,-5.154957175e-01,-9.961611778e-02,-2.767893672e-01,-2.356572896e-01,-3.476026058e-01,-1.766226053e+00,-3.653755486e-01,-1.227262139e+00,-2.336627841e-01,-1.919601917e+00 +weights1 = 5.698445439e-01,2.316594273e-01,3.467673063e-01,2.244751714e-02,-2.114778310e-01,-1.819469221e-02,5.690388083e-01,4.744940624e-02,7.140620947e-01,7.747582346e-02,8.808642030e-01,1.977969259e-01,3.775849342e-01,4.021712113e-03,-2.182101905e-01,2.819022536e-01,-1.260104030e-01,-5.273838714e-02,-1.481932253e-01,1.003686190e-01,-2.845494151e-01,-1.187476516e-02,5.728108287e-01,1.301008016e-01,-3.018857539e-01,-7.123605814e-03,5.405921936e-01,7.531939447e-02,-1.948850900e-01,3.136174520e-03,7.789341807e-01,1.241026297e-01 +biases1 = 1.618392467e-01 +weights2 = +biases2 = diff --git a/params/D00102.003.txt b/params/D00102.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..71a5e73485918e1ffceb41bdc9c65f157153f17e --- /dev/null +++ b/params/D00102.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -5.557374358e-01,1.495055795e+00,-7.173532879e-10,-1.112670824e-01,-4.006075487e-02,-6.437321305e-01,-2.713061273e-01,5.949687213e-02,-5.863194466e-01,4.836574793e-01,-1.076567569e-03,3.052233458e-01,-3.617662191e-02,1.901072264e-01,-2.300750464e-01,-1.639970243e-01,1.403645724e-01,-6.940235496e-01,-4.159349254e-10,5.641357601e-02,-3.208947927e-02,3.510115445e-01,2.416428477e-01,-1.672348082e-01,1.863787137e-02,-2.186211050e-01,-3.838203847e-04,1.177142188e-01,-9.605884552e-02,-3.123685122e-01,-3.046448529e-01,-9.753073007e-02,-2.143579721e-01,-7.594875097e-01,-8.725992151e-10,-2.810920477e-01,-3.595577925e-02,-1.038621068e-01,-2.502097189e-01,-3.766160309e-01,-4.389435351e-01,-4.972781539e-01,-1.191838062e-03,-4.094718695e-01,-1.975208893e-02,-2.496916205e-01,-2.843695879e-01,-3.998496234e-01,3.768020272e-01,-6.421399713e-01,-6.189935375e-04,-1.137699187e-01,8.181446791e-02,2.266729772e-01,1.802333742e-01,-2.200744301e-02,8.291178942e-01,-1.942968369e-01,2.738345106e-10,-3.716394603e-01,-5.628514290e-02,-1.601909660e-02,6.452765465e-01,1.731987745e-01,-5.495395064e-01,-3.583743572e-01,-3.959466921e-10,9.966394901e-01,-5.356713012e-02,-4.405248463e-01,-8.992477506e-02,1.673014835e-02,-1.553918719e-01,-7.720746845e-02,-6.579756737e-04,3.303247988e-01,-3.961852193e-02,-1.512411088e-01,5.946098566e-01,4.307508469e-03,2.460906357e-01,-4.169037938e-01,-7.601381191e-10,-3.970212936e-01,6.495901942e-02,7.652882934e-01,-1.201144159e-01,-3.262263536e-01,4.830559492e-01,-5.951038748e-02,-2.723863357e-10,-2.502420545e-01,-4.455595836e-02,-4.726126790e-02,-1.833524257e-01,-5.729741603e-02,5.687805638e-02,9.941944480e-01,-1.520935446e-03,-5.796272159e-01,-3.514590114e-02,-9.536790848e-02,-1.479326785e-01,-1.390312463e-01,-2.955041640e-02,6.688807905e-02,1.914523540e-10,-8.325745165e-02,-1.355932206e-01,-5.540446728e-04,-3.803245723e-01,-5.439761281e-01,-5.942177959e-03,-8.195556402e-01,-7.314573741e-04,-4.708382487e-01,-1.713676844e-03,-4.000487924e-01,2.579005659e-01,-5.839583278e-02,-4.783076942e-01,-3.547610343e-01,5.867846764e-10,-3.562645316e-01,6.885869894e-03,-1.875336617e-01,-2.054413706e-01,1.081714109e-01,-6.752052307e-01,1.231840014e+00,-1.724549392e-10,-1.875729263e-01,1.662592404e-02,4.025760666e-02,-4.748951495e-01,-2.703325823e-02,-4.518049657e-01,8.146108985e-01,-1.316517126e-03,2.476715147e-01,-3.481896222e-02,4.957714975e-01,-4.084378481e-01,1.945283115e-01,-7.284173369e-02,-5.086258650e-01,2.391837284e-10,3.498556092e-02,-3.291448578e-02,-1.340296566e-01,3.712319136e-01,-1.258544326e-01,-1.393486653e-02,-4.043534994e-01,-1.115299456e-04,-3.620125949e-01,-5.428649485e-02,-1.956349015e-01,-2.907935381e-01,-1.916617751e-01,-6.731852889e-02,-9.389307499e-01,-2.937410870e-10,4.297526479e-01,7.152275648e-03,1.739736944e-01,-9.632092714e-02,-2.295066863e-01,4.837112129e-01,-4.245264828e-01,-1.164313755e-03,-3.091497347e-02,-4.621809348e-02,-3.500689268e-01,1.712620407e-01,-3.888559341e-01,5.628129244e-01,-3.855779171e-01,-2.895816579e-04,-7.289518714e-01,-1.788637601e-02,-2.489562482e-01,9.931472689e-02,-1.246752664e-01,-1.976705492e-01,-4.099741578e-01,-4.002411735e-10,-2.139699906e-01,-7.375676185e-02,-3.404055238e-01,3.528026938e-01,-1.006665677e-01,-4.304119051e-01,-8.071543574e-01,-2.636737406e-07,9.719817042e-01,-5.515505001e-02,-3.396611214e-01,-5.715423226e-01,1.595008820e-01,-2.578943670e-01,-2.265984863e-01,-3.848760389e-04,2.997664809e-01,3.479224071e-02,1.722380072e-01,-4.301819503e-01,-7.828203589e-02,-8.520045318e-03,-6.247960329e-01,-6.308164448e-04,-4.643799067e-01,6.358277053e-03,5.939447507e-02,-5.982439965e-03,-4.259217083e-01,1.627572477e-01,-3.085034154e-02,-8.728509420e-04,-2.012460977e-01,-5.215602461e-03,-3.148075640e-01,-1.036465392e-01,-6.703215092e-02,1.130551919e-01,1.453907371e+00,-2.661428855e-10,-6.186183691e-01,-1.336756907e-02,3.430436254e-01,2.844530642e-01,-7.191934437e-02,1.085117161e-01,1.454694718e-01,-1.356092398e-03,-4.025211185e-02,-1.289196908e-01,2.194282115e-01,3.388592005e-01,-1.857746989e-01,7.458168268e-02,-6.215444207e-01,-2.667293884e-04,-3.412818313e-01,3.669224307e-02,-2.321023792e-01,1.925795674e-01,-1.671414673e-01,-1.927817464e-01,-3.130459487e-01,-2.294746615e-10,-4.178162217e-01,-1.113672331e-01,-4.659846723e-01,2.274558321e-02,-1.543415338e-01,-3.198597431e-01,2.111562937e-01,1.688586493e-10,-1.403061897e-01,3.624876961e-02,-2.797499001e-01,-1.357389390e-01,3.360148668e-01,3.922741115e-01,2.729562521e-01,-6.270687445e-04,2.416983247e-01,6.771727651e-02,3.367021978e-01,-3.886194229e-01,8.076507449e-01,-3.223541081e-01,-4.632652700e-01,-4.828189849e-04,-4.465807378e-01,-1.115460997e-03,-1.304123253e-01,3.246078193e-01,-3.849634826e-01,-2.243815958e-01,-2.999271750e-01,4.256792017e-04,-3.001834750e-01,-8.989394456e-02,-4.016858041e-01,5.044329166e-01,-2.066847831e-01,5.585540086e-02,2.544327825e-02,3.067942567e-10,6.496094465e-01,-3.648744896e-02,-3.642567098e-01,-3.140663505e-01,-1.766092032e-01,-1.267700493e-01,-2.957648337e-01,-8.877846994e-04,-4.118660837e-02,-7.722097635e-02,-1.627313197e-01,-1.338556856e-01,-5.249536633e-01,3.347291052e-01,-3.740400970e-01,-1.035526977e-03,-5.139380693e-01,-2.238509431e-02,6.014642715e-01,2.546575852e-02,-2.808687091e-01,-2.202568799e-01,-1.022700295e-01,2.376275952e-04,-2.582573891e-01,-1.096584499e-01,-1.614133865e-01,-1.545306742e-01,-5.630090833e-01,-2.675430775e-01,3.276190460e-01,2.634590879e-10,2.995064557e-01,2.785876580e-02,9.975457191e-02,-8.546517789e-02,1.391185224e-01,-1.573703140e-01,1.546976566e-01,3.697004924e-10,-3.955815360e-02,-6.987559050e-02,-3.313763738e-01,-1.892446727e-01,-3.516505659e-02,7.788600773e-02,-2.661385536e-01,-1.907260739e-04,-3.744974732e-01,-6.100956351e-03,3.420052230e-01,-2.489713728e-01,-2.952385843e-01,-1.424968094e-01,-7.655832916e-02,-7.459663320e-04,-4.109198749e-01,-1.088913232e-01,-2.420950532e-01,-5.960628390e-02,-4.080646634e-01,-2.317099571e-01,-5.733481646e-01,-7.680545968e-05,-8.653680980e-02,-3.986706585e-02,-3.613026142e-01,-2.612923682e-01,-5.069986358e-02,1.745015197e-02,-1.312609166e-01,-4.680842903e-05,8.125133812e-02,1.229714379e-01,5.097538829e-01,-4.389954731e-02,6.837238073e-01,1.691842973e-01,-9.045516700e-02,-1.028400031e-03,-2.905523181e-01,-8.063820191e-03,-2.527163029e-01,4.986120164e-01,-2.998911440e-01,1.040821970e-01,-3.728277683e-01,-5.437031381e-10,9.880164638e-03,-1.547282040e-01,-3.247264624e-01,1.183582246e-01,-7.268857360e-01,-1.294188201e-01,-1.548491865e-01,-1.400878828e-04,-1.285437196e-01,-2.659654245e-02,-2.393136322e-01,-3.133077174e-02,1.584467739e-01,-4.623588920e-02,3.877356350e-01,-4.770783125e-04,-1.765309572e-01,9.692753106e-02,8.770651370e-02,-4.162616432e-01,8.862891793e-01,7.290699333e-02,-1.418322772e-01,-1.567181025e-04,-2.605063319e-01,4.579904955e-03,-3.639463484e-01,9.214623831e-03,-2.662847936e-01,-3.854059875e-01,-7.213502377e-02,-2.186429371e-10,-4.093528092e-01,-1.051580608e-01,-8.460836112e-02,1.160087585e-01,-5.805764198e-01,-2.690139115e-01,-1.862023622e-01,2.200198651e-04,1.761595905e-02,-4.206977319e-03,2.960599363e-01,-2.649237514e-01,-5.422664434e-02,2.850509286e-01,-2.757041454e-01,-1.300313161e-04,2.031584829e-01,-1.017139256e-01,9.862034768e-02,1.144778579e-01,-7.157496214e-01,7.244119048e-02,-1.164439321e-01,-4.328659852e-04,-7.842949033e-02,1.100008958e-03,1.365369111e-01,1.868864596e-01,-3.445264101e-01,-3.280644491e-02,-4.645419419e-01,-2.728646753e-10,2.233451605e-02,-1.006902307e-01,-4.894218147e-01,1.108120754e-02,-7.756200433e-02,-3.623266518e-01,2.565400004e-01,4.402227933e-04,3.022318482e-01,-2.709394321e-02,2.547723353e-01,5.259104446e-02,3.042021394e-02,-1.647357494e-01,3.112966120e-01,5.534067750e-04,-6.425514072e-02,4.405482206e-03,1.693956107e-01,-5.908308923e-02,-5.219710469e-01,1.621695757e-01,-3.656326830e-01,-1.313152316e-04,-3.057714999e-01,-2.178015560e-02,-3.757908046e-01,2.464898974e-01,-5.735727549e-01,-2.392091006e-01,-2.639496922e-01,-1.709177450e-04,-1.570452005e-01,-1.646135598e-01,-1.759962589e-01,-2.076671273e-01,-6.392540336e-01,-3.331968188e-01,-2.954802513e-01,-2.802932286e-04,-3.632553816e-01,-1.022313070e-02,9.059156477e-02,-3.218477368e-01,1.228525713e-01,-7.416629046e-02,-9.329017997e-02,-5.330286212e-11,-4.807929397e-01,4.191530123e-02,-2.140732855e-02,2.749462985e-02,1.001682281e+00,2.810583413e-01,-1.953081489e-01,7.646625555e-10,-8.473981917e-02,3.271280602e-02,-1.394622475e-01,-7.510039210e-02,-8.568892628e-02,2.985272408e-01,-3.799466789e-01,-8.498179959e-04,3.436471224e-01,-9.337065369e-02,-3.608404398e-01,6.380851567e-02,-3.290520310e-01,-6.615624577e-02,-5.315384641e-02,-3.045768244e-04,3.690155223e-02,-2.150134929e-02,2.408035845e-01,7.302123308e-01,2.451148033e-01,-8.522921801e-02,1.758725941e-02,-1.561547280e-03,2.086930573e-01,-3.251230717e-02,-1.384144574e-01,1.281501949e-01,-7.446857169e-03,-2.863251418e-02,-8.853935450e-02,7.293242676e-10,-1.750758663e-02,1.897009276e-02,-2.563880980e-01,-1.967165172e-01,-5.906223059e-01,-2.361083962e-02,-2.530440390e-01,-3.948584781e-04,5.285621881e-01,-7.810288668e-02,-9.913131595e-02,-1.095643342e-01,-1.030835435e-01,-3.839307427e-01,-3.501889706e-01,3.123264980e-10,-1.310948133e-01,-2.053437009e-02,-3.030306473e-02,-6.192284226e-01,8.163702674e-03,-8.837020397e-02,-2.146991193e-01,7.648738683e-04,-4.545167387e-01,-1.776461839e-03,3.497618809e-02,-9.345469624e-02,-2.907457948e-01,2.245668769e-01,-1.087310463e-01,-8.866357966e-04,-3.386871219e-01,-3.171541495e-03,-1.250018924e-01,-1.469206251e-02,-1.698319763e-01,1.811761595e-02,2.502638288e-02,-3.370653139e-04,-6.419442296e-01,-9.955658764e-02,-1.856322140e-01,-1.001229435e-01,-8.705647290e-02,-3.472161889e-01,2.417483032e-01,-6.395765813e-04,2.570949495e-01,3.125003353e-02,1.360596716e-01,1.082019764e-03,-4.151870012e-01,1.569299847e-01,-4.409530666e-03,-6.029697252e-04,5.441877842e-01,1.126384363e-02,-1.170021594e-01,2.096125335e-01,5.464920998e-01,2.907179296e-01,-3.195678294e-01,2.309659903e-04,7.625437807e-03,-3.800224513e-02,-2.616276443e-01,-6.284955144e-02,-2.371580899e-01,-3.938639462e-01,-4.089017212e-01,4.689327907e-04,-3.533827364e-01,-1.116240546e-01,-1.279184669e-01,-3.587163687e-01,-3.714496195e-01,-3.632205725e-01,-3.420076072e-01,-1.096681856e-09,-1.362801492e-01,-3.259130940e-02,1.211725175e-02,-1.860621870e-01,2.470716275e-02,2.164513022e-01,9.711417556e-02,-2.248968929e-03,-6.047974899e-02,-3.602670133e-02,2.819994390e-01,9.469614923e-02,-4.957883060e-01,1.667605937e-01,-1.814769208e-01,-7.425782211e-10,-5.796091557e-01,1.451096497e-02,-5.791085958e-02,1.480454057e-01,1.210583076e-01,-1.587803513e-01,-1.090016216e-01,-7.623351950e-10,-4.879614413e-01,-7.477252930e-02,-4.253801107e-01,-1.206437945e-01,-1.676336676e-01,9.664843976e-02,-6.366070360e-02,4.807384685e-04,-1.644270569e-01,-2.812075615e-02,2.388376743e-01,5.185737610e-01,9.193761349e-01,-1.081251726e-01,-1.746623963e-01,-1.839632983e-03,7.069069743e-01,-7.566270232e-02,-4.396936297e-01,4.231041968e-01,2.243705690e-01,-5.027573705e-01,-4.288689792e-01,-5.692906561e-04,6.801933795e-02,-3.500437830e-03,-3.111246526e-01,-5.244949460e-01,3.642783761e-01,-4.427479208e-01,4.557527602e-01,1.245950349e-03,-1.005669832e-01,-7.376249135e-02,1.136691496e-01,-4.338513017e-01,1.610577703e-01,-3.115782142e-01,1.008826196e-01,4.436308265e-10,3.457483649e-01,5.992980674e-03,1.497123241e-01,-8.524954915e-01,-9.535377026e-01,2.380178273e-01,-4.576828778e-01,-1.877807226e-04,-4.854285717e-01,-5.925329402e-02,1.505265012e-03,-2.766415179e-01,-2.032076716e-01,4.661279619e-01,-2.087202221e-01,-1.023873454e-03,-7.019298673e-01,-7.301628357e-04,-2.482382208e-01,7.604236007e-01,-8.405767083e-01,1.338009983e-01,-2.490564883e-01,-7.754953346e-10,-4.812968373e-01,-2.358156489e-03,-6.372635812e-02,1.126288176e-01,-6.727050543e-01,7.995546460e-01,1.468166858e-01,-4.309574142e-04,1.071135774e-01,-2.629733458e-02,2.710475326e-01,6.220871955e-02,1.142186403e+00,-1.054923460e-01,2.562067509e-01,-6.582108326e-04,-4.153159559e-01,-1.535671204e-01,-3.068745434e-01,3.482291102e-01,6.215779781e-01,-2.993473709e-01,1.111265197e-01,7.371788735e-10,-2.365685850e-01,1.012843288e-02,-4.403519034e-01,7.496013641e-01,-3.407371342e-01,-2.707853019e-01,1.987490654e-01,1.529837368e-10,-5.045538545e-01,3.300581500e-02,1.327984035e-01,-3.659870625e-01,-5.074036121e-01,-9.968535304e-01,-3.312116265e-01,-7.023266413e-10,-1.459525377e-01,-4.006422590e-03,2.848409116e-01,-7.582746148e-01,-5.667394400e-01,-1.300164610e-01,-6.599719524e-01,4.591388103e-10,8.801771998e-01,-8.182707429e-02,-2.100722343e-01,-2.277868986e-01,-3.802378476e-02,2.433909923e-01,-5.281553268e-01,-4.836029257e-04,-1.754036993e-01,-5.686691962e-03,-2.851009369e-01,-1.522532105e-01,-7.404865026e-01,3.265164196e-01,-2.215222269e-01,1.668836048e-04,-3.196497858e-01,-7.901362143e-03,-4.507863894e-03,7.030739635e-02,-5.654737353e-01,1.065913439e+00,-1.482602581e-02,-1.373808289e-10,-3.738351762e-01,2.283266187e-02,2.708128989e-01,-5.721787810e-01,1.285000324e+00,3.278623521e-01,9.131639600e-01,-2.592264736e-10,-1.129171550e-01,1.723672450e-01,-3.669080138e-01,3.802059293e-01,2.462750673e-01,-5.484570861e-01,-1.250269413e-01,3.744434762e-10,-4.256138206e-01,4.094416741e-03,-3.218905926e-01,-3.168371916e-01,-4.844018221e-01,-3.072989583e-01,-4.410082102e-01,-5.535760739e-10,-6.407274604e-01,-3.807482868e-02,1.880297065e-01,-3.941636682e-01,-5.338193774e-01,-4.104857743e-01,1.885088906e-02,9.453204257e-05,5.704431534e-01,-2.628788352e-02,2.092497945e-01,1.165416539e-01,-6.494790316e-01,-1.762120724e-01,-4.639038146e-01,-1.014216919e-03,3.737542927e-01,-1.907935888e-01,4.956408963e-02,-2.926502377e-02,5.125435591e-01,-3.585139215e-01,-4.782734811e-01,-1.203128952e-03,-2.229125202e-01,-2.533907816e-02,-3.293944597e-01,6.719668508e-01,-6.578449607e-01,-2.224812284e-02,-4.340142310e-01,2.237810113e-04,2.074959129e-02,-1.535240859e-01,-2.619760931e-01,-1.308901161e-01,-7.148750424e-01,1.156386018e+00,4.589635730e-01,-3.245593980e-04,-1.879536808e-01,1.200436242e-02,4.679695368e-01,-1.112455223e-02,-6.440142393e-01,2.055515647e-01,-8.473320305e-02,-1.334124478e-03,-5.242375731e-01,1.013363451e-01,-1.117750183e-01,2.694184482e-01,2.460671365e-01,-8.478254080e-02,-4.801689088e-01,3.675865592e-04,-5.149497390e-01,-4.168689251e-02,-9.089215845e-02,-9.890064597e-02,-6.984802485e-01,-2.838205099e-01,-1.153803319e-01,-7.996286966e-10,-1.309058047e-03,-9.750287235e-02,-1.243008152e-01,-2.324007452e-01,-4.215879142e-01,-9.185482860e-01,-6.734149903e-02,-1.483875245e-10,9.667982161e-02,-2.460841462e-02,-1.492641568e-01,1.823611744e-02,1.286173940e+00,1.637246460e-01,3.338732719e-01,5.119287771e-10,-8.156624436e-02,-6.924021989e-02,-2.327543944e-01,-3.954379857e-01,3.759335577e-01,-4.053437710e-01,-5.127184391e-01,-4.820805977e-10,1.548514664e-01,2.925940603e-02,-4.003863335e-01,-7.838468999e-03,-4.507092535e-01,-2.645252645e-01,-5.590679646e-01,1.192506094e-10,2.466782928e-01,-1.448646486e-01,8.075878024e-02,1.851619035e-01,-6.901040673e-01,-1.047186255e-01,8.512955904e-02,-3.385489108e-04,-1.970654428e-01,2.363692038e-02,1.039594784e-01,3.219772577e-01,4.188885987e-01,6.504975557e-01,-2.194059789e-01,-2.047115255e-10,-5.508852005e-01,1.281852424e-01,-4.598508477e-01,2.332987487e-01,-6.287477165e-02,-2.852210104e-01,-5.054958463e-01,-6.571024835e-10,-1.253017187e-01,-2.670725621e-02,-2.531640828e-01,-2.954133749e-01,-6.674049497e-01,-5.131067634e-01,-3.800503016e-01,-1.123326801e-04,3.746112585e-01,-1.760067642e-01,-1.106183901e-01,-1.777463108e-01,-1.725188792e-01,-1.439626694e+00,1.558623612e-01,6.397992256e-04,2.301234454e-01,-2.669851668e-02,-5.850458052e-03,-2.031921782e-02,1.611277163e-01,-1.172430441e-01,3.216258287e-01,-2.825961904e-12,1.162751541e-01,-7.356229704e-03,2.078842521e-01,-1.843557209e-01,-8.301974088e-02,1.576590657e+00,-3.374545574e-01,-6.236205809e-04,-3.585803509e-01,2.943892265e-03,-1.491791382e-02,-1.056999415e-01,-4.182303548e-01,-1.992263794e-01,-1.472506970e-01,-3.260169357e-10,-2.980894446e-01,-1.555935144e-01,-2.477444150e-02,-4.656447470e-02,-1.695155650e-01,4.056672156e-01,-2.037352026e-01,-1.534550265e-11,-2.133152634e-01,5.911657214e-02,3.325249255e-01,3.039743006e-01,8.698675781e-03,3.975695968e-01,3.864578903e-02,-6.122399354e-04,-6.309623271e-02,-1.127549037e-01,-6.354553252e-02,5.526078120e-02,3.360103443e-02,1.097521279e-02,-1.203339323e-01,-4.825660982e-10,5.494633913e-01,-9.406339377e-03,-2.092029601e-01,-1.416204423e-01,1.050092205e-01,-2.063379884e-01,-7.158885002e-01,-2.793718595e-04,1.817960292e-01,-1.647449583e-01,-1.539824996e-02,-1.627091765e-01,-5.815894604e-01,-4.100150466e-01,2.323126644e-01,2.133259680e-10,-2.568721771e-01,-4.237691686e-02,-1.881799251e-01,-8.425152302e-02,-3.012997806e-01,-3.139993250e-01,2.956808507e-01,-2.877088846e-04,9.418006986e-02,2.489646971e-01,-1.141015664e-01,-3.013684181e-03,1.890182495e-01,-2.596058249e-01,-5.092811584e-01,-3.629816638e-05,-5.305714607e-01,-3.394208848e-02,-1.056412160e-01,-1.783258319e-01,-3.213272393e-01,-5.423601344e-02,-4.293388501e-02,3.272139584e-04,-5.728540421e-01,-1.816626936e-01,-1.947536916e-01,-6.700468808e-02,-1.286401153e-01 +thresholds = -1.011892796e+00,-2.405691385e+00,-4.543179646e-03,-1.806096315e+00,-1.049551964e-01,-6.835698485e-01,-3.990873098e-01,-2.032464743e+00,-7.176651955e-01,-1.702568412e+00,-9.534979239e-03,-1.437599421e+00,-8.461775780e-01,-1.557406902e+00,-6.997894645e-01,-1.954710007e+00 +weights1 = -2.549315989e-01,-3.572545946e-01,-1.362240221e-02,-4.028428793e-01,-4.638155401e-01,5.494606122e-02,-4.138671607e-02,-6.102295220e-02,-3.234967887e-01,-3.155070841e-01,-2.280985266e-01,-6.772663593e-01,1.025356352e-02,-4.292332008e-02,-2.692318559e-01,-2.131419927e-01,-6.228953972e-02,-9.626910836e-02,-2.707025409e-01,-4.934326559e-02,-8.157157898e-02,-5.223069191e-01,-8.202872239e-03,3.844047710e-02,2.259613760e-02,5.015520006e-02,4.128770530e-02,7.656219415e-03,-3.868440092e-01,-4.842824936e-01,-2.955906279e-02,-3.879119875e-03,-9.904054552e-02,-1.845711172e-01,2.094481140e-02,7.788015530e-03,-5.346269533e-02,5.407144874e-02,3.965914994e-02,-4.605272040e-02,-1.297084987e-01,-1.610175967e-01,6.691081449e-03,-1.751528531e-01,7.990277372e-03,4.196904600e-02,2.516192012e-02,-1.018958688e-01,-2.677339874e-02,-1.247121207e-02,-9.539588541e-02,2.481643483e-02,-3.861628845e-02,-6.536767632e-02,-4.256574810e-02,7.364408672e-02,6.215573102e-02,2.907515317e-02,4.219052382e-03,-2.960463241e-02,-1.411509067e-01,-1.507369876e-01,-1.050333492e-02,-1.974242181e-02,2.431359589e-01,1.202685535e-01,2.046004683e-02,4.582036138e-01,2.873606086e-01,-1.796337813e-01,1.209567394e-02,-4.519079626e-02,5.191071033e-01,4.065637589e-01,3.286136389e-01,2.460740954e-01,-1.724276245e-01,-9.085457027e-02,5.109398440e-02,3.592165112e-01,-2.780428529e-02,4.973731935e-02,3.488097489e-01,-9.311785549e-02,-1.061581373e-01,2.848364413e-01,-3.389980793e-01,-2.399674505e-01,-1.521995068e-01,-1.078321338e-01,4.253510013e-02,-8.704023808e-02,3.256041110e-01,4.529016912e-01,-2.986844163e-03,-2.643530071e-01,-6.749728322e-02,1.897059381e-02,1.922518364e-03,-9.694783017e-03,4.619965330e-02,-8.228925616e-02,5.621407181e-02,-2.471572347e-02,1.151094679e-02,7.653769851e-02,1.370460093e-01,6.504566967e-02,3.374927118e-02,-2.626586705e-02,5.259910971e-02,6.361897103e-03,7.580767851e-03,-2.524017729e-02,-2.348983847e-02,-2.722101659e-02,7.467336208e-02,5.062550306e-02,1.165806036e-02,-2.816395089e-02,1.203356590e-02,1.770374365e-02,-8.051604778e-02,-8.585153520e-02,-3.409420326e-02,4.975451156e-02,2.495124470e-03,-1.903916360e-03,-4.235193506e-02,6.941538304e-02,2.471759357e-02,7.470086217e-02,-1.301396340e-01,-3.533015773e-02,-8.984602243e-02,4.098074511e-02,1.318226308e-01,3.557614982e-02,2.161117729e-09,-4.162624478e-02,-2.945622057e-02,8.777503669e-02,1.157990769e-01,-8.248602971e-03,1.501824427e-02,3.182158619e-02,3.309019282e-02,-7.603998482e-02,-6.554355472e-02,4.497490451e-02,5.375962332e-02,7.686475664e-02,-7.683707774e-02,6.907765567e-02,-5.039184070e-10,-3.555649519e-02,5.816100165e-03,2.716699056e-02,-7.779000700e-02,1.428382099e-02,-6.388984621e-02,-6.721855700e-02,3.420015099e-03,-8.162902296e-02,1.925008371e-02,-3.692695498e-02,9.383118898e-02,-2.522500977e-02,-5.925006419e-02,-7.504215091e-02,4.502081126e-02,-8.473314345e-02,5.851409584e-02,-9.249162674e-02,-9.037042409e-02,-1.131131034e-02,5.861899257e-02,-5.738831684e-02,-3.935994208e-02,-1.231244579e-01,2.620190009e-02,1.392008513e-01,-3.742221743e-02,-6.167941540e-02,-5.667126179e-02,6.329730153e-02,-1.708172075e-02,5.728504062e-02,1.428823173e-02,2.378993854e-02,4.807235673e-03,-1.151469052e-01,5.129878595e-02,-4.672952369e-02,-4.687242582e-02,4.198033214e-01,2.783218026e-01,-1.462838352e-01,-6.485795230e-02,-2.349448763e-02,3.266070783e-01,1.403553337e-01,1.840668023e-01,3.085644245e-01,-8.517832309e-02,4.353706911e-02,2.472060621e-01,1.510676444e-01,-3.546511009e-02,-9.242820740e-02,1.365246177e-01,-6.501068920e-02,-3.728111088e-02,5.028336123e-02,-9.927377850e-02,-1.274265945e-01,-1.792529374e-01,-1.785050631e-01,-6.673218310e-02,5.159959197e-02,1.889489442e-01,3.398620486e-01,-4.126479104e-02,-9.787450731e-02,-4.939856380e-02,-4.613062739e-02,2.548590535e-03,9.150309116e-02,9.063304216e-02,-5.970532075e-02,-6.308654696e-02,-2.952431794e-03,1.069340408e-01,2.504063770e-02,9.959749877e-03,6.184467673e-02,1.846114732e-02,7.359519601e-02,2.427829057e-02,5.182269961e-02,-2.949019521e-02,2.963717794e-03,-9.464198351e-02,8.686845750e-02,-7.499530911e-02,1.063942015e-01,-2.541412972e-02,-1.513569951e-01,-6.489384919e-02,1.475124359e-01,6.009741127e-02,2.864534967e-02,-2.900854452e-03,2.601718530e-02,-8.773256838e-02,1.509134099e-02,4.268598929e-02,-5.696127564e-02,-3.808150068e-02,-1.095127687e-01,8.322497457e-02,-3.502252325e-02,-2.088224282e-03,9.384877048e-03,-4.712928203e-04,-1.091552433e-02,-4.093153030e-02,-9.028916806e-02,5.270981044e-02,-1.247593686e-01,2.614324354e-02,-8.750165254e-02,-4.137958866e-03,4.369483888e-02,8.593208343e-02,5.539825931e-02,-7.752437890e-02,-5.560070649e-02,4.821179435e-02,-5.199299380e-02,-8.081949502e-02,-4.994696006e-02,-4.735776782e-02,-7.678700626e-07,-1.463916432e-02,-4.535068572e-02,-4.138355330e-02,1.074663326e-01,2.085188217e-02,2.808108926e-02,-2.519399800e-08,-6.014064699e-02,-2.657202072e-02,2.469234541e-02,-1.579105272e-03,-6.762461364e-02,5.002048239e-02,-9.173709899e-02,-5.170423537e-03,5.227246787e-03,5.168868974e-02,-4.351295531e-02,3.682218865e-02,1.527071930e-02,-7.411524653e-02,5.145084113e-02,-3.167980909e-02,-6.813337561e-03,1.321599633e-02,1.004146039e-02,4.093422741e-02,5.496863276e-02,3.748142719e-02,1.683513820e-02,-9.642234445e-02,-1.089211851e-01,8.997686207e-02,-1.754904282e-03,1.430522185e-02,-3.836521180e-03,-4.598482698e-02,-4.445168674e-01,-1.157474518e-01,-3.226612508e-01,-2.620412111e-01,6.616722047e-02,-3.149722517e-02,-2.354322933e-02,-1.825340092e-01,-2.033590972e-01,-2.615891397e-01,-4.258937240e-01,5.086266622e-02,1.212598756e-02,-1.507383585e-01,-6.687176228e-02,-5.449572951e-02,-5.271768570e-02,-4.143430591e-01,-5.336517468e-02,-5.789740942e-03,-3.234938979e-01,-1.048647240e-01,-1.082411595e-02,2.814757172e-03,-8.992362767e-02,-5.772390589e-02,1.844749972e-02,-4.660029709e-01,-2.374517620e-01,-1.223552153e-01,5.546636134e-02,3.625300713e-03,1.836572401e-02,-4.247035831e-02,7.890430279e-03,5.130974203e-02,6.363920867e-03,-8.482437581e-02,6.499125808e-02,-3.359412774e-02,8.157968521e-02,3.888539970e-02,1.070279479e-01,1.903184317e-02,4.874642193e-02,-5.176446587e-02,1.613317281e-01,2.823800407e-02,6.692874432e-02,-8.597292937e-03,-6.118017808e-02,-2.731341124e-02,-3.259065328e-03,-3.827982023e-02,-8.161078393e-02,9.042070247e-03,-3.439939022e-02,1.039612591e-01,-9.272151440e-02,-9.160496294e-03,2.434848621e-02,1.643192605e-03,-3.866945207e-02,-1.532418132e-01,-1.613761634e-01,-7.261463441e-03,-4.065796733e-01,-3.649974763e-01,1.408034097e-02,-9.670546651e-02,5.546187051e-03,-2.019408196e-01,-2.679922581e-01,-3.118121028e-01,-3.367428482e-01,1.827141643e-02,-1.060309038e-01,-1.282251030e-01,-1.668375432e-01,1.608894579e-02,-3.167918324e-02,-2.684716582e-01,2.380631305e-02,3.079469875e-02,-2.080834508e-01,7.411086559e-02,4.077647626e-02,5.748049170e-02,4.944813624e-02,-7.063497603e-02,-2.046185732e-02,-3.528680801e-01,-3.338405788e-01,1.828343049e-02,2.050377801e-02,-1.329015102e-02,-3.152369708e-02,7.069128752e-02,-7.050301414e-03,7.416357845e-02,-1.654936932e-02,-3.270247951e-02,1.105434000e-01,-2.839650586e-02,2.043200098e-02,-4.764048755e-02,-5.762016773e-02,1.659197174e-02,-2.742034383e-02,2.801132575e-02,-9.975367785e-02,-4.331068322e-02,4.023402929e-03,-3.610367328e-02,6.103836372e-02,3.170782328e-02,-4.166733846e-02,-2.340486087e-02,6.136530079e-03,4.283014685e-02,1.338012815e-01,7.995053381e-02,-2.564704046e-02,2.489769831e-02,-2.999209799e-02,-4.762086272e-02,1.748873852e-02,9.147866815e-02,7.359384745e-02,-5.108349025e-02,4.557800591e-01,3.068426549e-01,-1.062501520e-01,3.501181677e-02,2.387889475e-02,3.917711377e-01,2.171062231e-01,1.784748137e-01,5.808389783e-01,-1.613698602e-01,-4.602275789e-02,8.492826670e-02,2.534604371e-01,-6.575546693e-03,-4.672586173e-02,3.371548653e-01,7.588938344e-03,-2.773525752e-02,3.154348433e-01,-1.614331901e-01,-1.068264097e-01,-8.344674855e-02,-1.850404963e-02,1.037968230e-02,-9.778549522e-02,1.986425221e-01,4.077136219e-01,3.436591104e-02,-2.097663730e-01,-3.930077422e-03,2.053555474e-02,9.210419655e-02,2.700635977e-02,-1.032154914e-02,-2.597672679e-02,1.450231820e-01,5.867633224e-02,1.900321431e-02,1.404885203e-01,7.264793664e-02,2.423993349e-01,-9.340650588e-02,2.718565287e-03,-5.142445862e-02,-2.451931499e-02,2.036661841e-02,-1.873307163e-03,4.602017626e-02,3.692040592e-02,8.879668266e-02,1.230592653e-01,-5.108221993e-02,3.648357838e-02,-4.988304153e-02,5.055830255e-02,-7.407165598e-03,1.550432388e-02,3.498477116e-02,1.084996164e-01,1.358001959e-03,-1.804712601e-02,-1.278345883e-01,-4.674518406e-01,-2.105999738e-02,-3.753315806e-01,-1.201897413e-01,-1.233714633e-03,-4.653717205e-02,-5.854628235e-02,-6.283344328e-02,-1.619285047e-01,-2.810845077e-01,-3.527270257e-01,-1.220505219e-02,5.516036227e-02,-7.058066875e-02,-2.206000984e-01,-1.417023540e-01,4.804424942e-02,-2.851263285e-01,8.181920275e-03,1.599311642e-02,-2.931160927e-01,1.153791547e-01,-1.342896465e-02,-1.036248356e-02,-4.916975275e-02,1.969909668e-02,-3.010660037e-02,-4.124009907e-01,-2.723246813e-01,1.137392595e-02,2.461778000e-02,9.603354335e-02,-8.060194552e-02,-7.126557827e-02,1.597446576e-02,3.598481789e-02,-7.826394401e-03,5.802042782e-02,-1.173495408e-02,6.939081848e-02,1.105964407e-01,-9.317507595e-02,2.143948223e-04,-1.117374469e-02,-6.089485250e-03,2.570906468e-02,-4.607494920e-02,-1.504469896e-03,1.530086435e-02,-5.881040171e-02,5.036147311e-02,6.074477732e-02,6.870825309e-04,-1.449505538e-01,8.962054551e-02,1.168804318e-01,-3.614755720e-02,-8.069623262e-03,2.400498278e-02,-5.783961341e-02,-5.275141448e-02,3.891891986e-02,6.374327093e-02,8.242899925e-02,1.535411924e-01,-7.915735245e-03,3.023763597e-01,1.764001399e-01,-1.217310354e-01,-1.486306824e-02,-1.647395082e-02,1.820442379e-01,1.539917141e-01,1.549847424e-01,2.198689878e-01,-2.554008365e-02,-3.272563219e-02,5.968957767e-02,1.013409346e-01,-3.351294249e-02,3.867564024e-03,2.436173409e-01,-3.733893856e-02,1.393353492e-01,1.745387167e-01,-2.466345206e-02,3.530974686e-02,-4.097639769e-02,3.798186779e-02,-3.519379301e-03,1.134720892e-01,1.974051595e-01,5.058795810e-01,2.026773617e-02,-2.568928711e-02,9.610573761e-03,7.342340052e-02,-1.023151278e-01,6.816005707e-02,-1.955644041e-02,-4.884660989e-02,4.750044644e-02,-3.521940485e-02,8.450815082e-02,4.394484311e-02,-1.818694733e-02,-9.587381966e-03,5.323968828e-02,-8.195470087e-03,-3.030575626e-02,-1.360181347e-02,-2.015443332e-02,-6.984128803e-02,2.044147113e-03,-8.625476062e-02,2.954213182e-03,-3.415641934e-02,6.176718324e-02,-2.262732759e-02,4.071836174e-02,8.338811249e-02,-6.841905415e-02,-4.812034220e-02,8.555569500e-02,-1.863895357e-02,-6.284020096e-02,-4.117914289e-02,-1.025358465e-09,-2.666173317e-02,1.009738222e-01,-2.108726837e-02,-2.145207487e-02,-9.908157401e-03,-3.426522762e-02,-7.083331794e-02,2.262377397e-09,-2.312666923e-02,-7.032164186e-02,4.591978341e-02,-6.016040966e-02,1.049377769e-02,-1.204660069e-02,-5.062349886e-02,3.795700322e-04,-5.464521423e-02,7.823338360e-02,-6.478031166e-03,8.624636568e-03,-9.598606825e-02,2.419053018e-02,-1.137820929e-01,-3.797372058e-02,7.385031134e-02,8.505058475e-03,3.421375586e-04,5.106179416e-02,-7.463949174e-02,-4.464996979e-02,1.612550393e-02,5.449185893e-02,-3.924822435e-02,-3.480980173e-02,8.345913887e-02,-1.793979085e-03,2.638745680e-02,6.125144660e-02,1.417921036e-01,-1.439850479e-01,2.258196473e-02,7.821151055e-03,-1.132221520e-02,8.526553959e-02,-4.773842171e-02,-1.872957684e-02,-4.685138538e-02,-7.206594199e-02,6.403199583e-02,-7.743038237e-02,1.405771375e-01,1.017304882e-01,-3.414381295e-02,-3.114496544e-02,1.018861961e-02,1.021528244e-02,1.201940030e-01,1.534464061e-01,1.219454259e-01,-2.818046241e-09,-3.717487678e-02,6.096545141e-03,4.484759271e-02,9.776805341e-02,2.082450986e-01,-3.220770508e-02,3.399937153e-01,3.407242000e-01,-6.784869730e-02,1.188902110e-01,-7.286108285e-02,2.544035912e-01,2.882186174e-01,2.138612568e-01,3.557048440e-01,-3.976614773e-02,-5.135121569e-02,2.627893686e-01,2.733616531e-01,-1.124406010e-01,1.239776239e-02,3.280659616e-01,-6.673518568e-02,2.258964069e-02,2.947198153e-01,1.638095011e-03,3.133866563e-02,-5.740170926e-02,-3.339345008e-02,-6.104956567e-02,-6.567763537e-02,2.762362063e-01,4.536718130e-01,-5.906356964e-03,-1.244405583e-01,-2.045721374e-02,-4.805698618e-02,-1.149366796e-02,-1.061332505e-02,-7.733872533e-02,3.344324604e-02,-1.790668070e-02,-9.957771748e-03,1.228298619e-01,6.411510054e-03,3.076569550e-02,3.505207598e-02,5.769107118e-02,1.058938652e-01,-5.351427570e-02,-5.662776157e-02,3.386272117e-02,-7.987606525e-02,4.888324812e-02,-2.943838248e-03,4.551265389e-02,8.990278840e-02,-4.659862607e-04,6.362726539e-02,-1.012643650e-01,1.226772368e-01,2.661482198e-03,-7.559740543e-02,1.241863146e-02,8.178135008e-02,-6.730988622e-02,-4.094023630e-02,-2.854442596e-02,9.128747135e-02,-2.331711166e-02,1.348230541e-01,1.206864491e-01,-3.928684443e-02,-8.940089494e-02,6.078621838e-03,8.589856327e-02,1.689076275e-01,1.958260126e-02,9.304396808e-02,-1.955961436e-02,1.013168413e-02,4.163499177e-02,1.016853973e-01,-3.121831641e-02,9.918628141e-10,-1.489176508e-02,-5.436268821e-02,6.030318886e-02,6.258987635e-02,-6.328153610e-02,-1.050570682e-01,-3.073733859e-02,-5.047447979e-02,-6.103861332e-02,7.023972925e-03,-3.916661814e-02,1.838085055e-01,-5.276708305e-02,-6.076307967e-02,1.247116923e-02,-8.602241287e-04,1.282789185e-06,-2.268492477e-03,4.834862892e-03,2.300828882e-02,6.234502420e-02,-3.588145599e-02,-4.787129164e-02,7.514460385e-02,1.171088368e-01,-7.870724052e-02,-3.266008571e-02,2.238159301e-03,6.346555799e-02,-5.774168298e-02,-8.999823779e-02,-9.097320028e-03,-4.367344454e-02,7.698726654e-02,-6.672772020e-02,-1.797349602e-01,-4.374684650e-04,5.054556206e-02,-9.640394710e-03,5.276103318e-02,2.902896516e-02,3.354558721e-02,1.662698016e-02,-7.777581364e-02,3.177214041e-02,-1.280095661e-03,1.325632781e-01,1.361499727e-01,4.059530050e-02,2.123672813e-01,3.772535324e-01,-1.175291389e-01,-1.143872645e-02,3.415428475e-02,1.422852427e-01,3.471029699e-01,9.753898531e-02,1.822438538e-01,-1.470004916e-01,3.472286835e-02,7.743022591e-02,3.340484202e-01,1.603811048e-02,-7.428599149e-02,1.510843635e-01,-2.655957639e-02,-2.461867593e-02,1.929612607e-01,-6.957277656e-02,-1.420641541e-01,-1.256633550e-01,-1.364581734e-01,-7.024157047e-02,8.709203452e-02,1.063735038e-01,1.888515987e-02,8.864105330e-04,-1.694918573e-01,-2.866787091e-02,6.452398002e-02,2.073850948e-03,-5.474080145e-02,-1.179010142e-02,-3.531590104e-03,5.868427455e-02,1.002294272e-01,-4.498848692e-02,4.470225424e-02,1.566209197e-01,9.203408659e-02,8.749657311e-03,9.798028506e-03,-3.287266195e-02,4.473811388e-02,6.164273247e-02,1.424198598e-01,-8.690170944e-02,1.954686828e-02,-4.578123614e-02,-2.199922502e-02,-4.732873663e-02,-5.763848871e-02,-4.918759689e-02,4.702723026e-02,-9.545535594e-02,-2.500165440e-02,2.996775554e-03,3.896999871e-03,-5.271874368e-03,6.852404773e-02,-7.430095226e-02,-4.249281585e-01,8.421278000e-02,-2.063328177e-01,-1.466956884e-01,1.432051696e-02,2.665711194e-02,-3.447807208e-02,-7.610403746e-02,-1.307680905e-01,-4.832380712e-01,-2.321208417e-01,7.040891796e-02,-6.679584831e-02,-7.466511428e-02,-9.865968674e-02,-5.752621219e-02,-5.607208237e-02,-3.127813935e-01,2.978735976e-02,-2.441586740e-02,-2.179146409e-01,-1.948843151e-02,5.605524778e-02,-1.217237860e-02,5.176719278e-02,-5.317975581e-02,-5.924429744e-02,-3.586300313e-01,-2.116003186e-01,4.498873837e-03,-2.805891074e-02,2.240986098e-03,6.288980693e-02,-5.441253260e-02,-9.537085146e-02,1.116221957e-02,2.447638474e-02,4.653827846e-02,2.324378490e-02,-1.156838909e-01,2.301466465e-02,2.430243790e-02,7.361244410e-03,-1.426054537e-01,7.052478939e-02,2.676801383e-02,-1.198629066e-01,3.646926582e-02,-5.489289388e-02,-2.753661713e-03,-4.847014695e-02,2.421270870e-02,-8.860011399e-02,1.218558289e-02,4.876782000e-02,-8.356607705e-02,1.455144491e-03,5.550921708e-02,1.208768599e-02,2.454712056e-02,-4.386641458e-02,1.414356753e-02,6.852198392e-02,-3.763514571e-03,2.088401914e-01,-1.027641296e-01,4.504405260e-01,2.626935542e-01,-1.399710178e-01,-2.990390547e-02,6.102372427e-03,4.445672035e-01,4.902030155e-02,1.362426728e-01,4.459233284e-01,-1.774621904e-01,-6.038401648e-02,7.952369750e-02,6.489014626e-02,-1.362192165e-02,6.644886918e-03,2.083966285e-01,-1.467565000e-01,-7.542255521e-02,3.494018316e-01,-1.467159390e-01,-1.175980344e-01,-1.753150672e-01,-6.886436790e-02,-1.407249868e-01,2.657924965e-02,4.578059912e-01,4.608157873e-01,-5.376562476e-02,-1.247173292e-03,-5.218416452e-02,9.578315914e-02,-7.312332094e-02,1.071486026e-01,6.277572829e-03,-1.246941928e-02,-1.169119775e-01,6.482928246e-02,-6.656850129e-02,1.621274203e-01,7.942679524e-02,5.219336599e-02,-8.230772614e-02,-1.215955801e-02,1.411153227e-01,7.148762792e-02,5.797928944e-02,2.961537987e-02,8.721029758e-02,-3.039090522e-02,-4.061500356e-02,5.734575540e-02,2.336770482e-02,9.037033468e-02,-6.993551552e-02,4.599238932e-02,6.003304571e-02,1.772603206e-02,9.053979069e-02,1.869099289e-01,-9.291029721e-02,9.456312656e-02 +biases1 = -5.117470026e-02,-4.305583537e-01,-2.152651735e-02,-4.285725355e-01,-3.878661990e-02,1.446883082e-01,-6.590430439e-02,2.120210556e-04,-8.893851936e-02,-4.723584652e-02,-3.867332339e-01,-6.225762963e-01,1.396082044e-01,-6.828750484e-03,2.110372484e-02,4.064197838e-02,-4.837060114e-04,-4.616948354e-05,-3.019305766e-01,-6.225274503e-02,-2.991332673e-03,-1.953530610e-01,1.801623404e-01,1.515704095e-01,1.546467990e-01,1.263431907e-01,-1.143184397e-02,-3.169266880e-02,-8.909723908e-02,-3.587104082e-01,-3.144825995e-02,2.143146396e-01 +weights2 = 6.298221648e-02,2.997746170e-01,-5.568616837e-02,3.032309413e-01,2.330265194e-01,-7.412415743e-02,-3.165797144e-02,-2.315142751e-02,3.253977895e-01,1.616288275e-01,2.526318133e-01,4.617374539e-01,-6.510668248e-02,-3.825734928e-02,7.251973450e-02,1.414540410e-01,-6.596667320e-02,-1.962681534e-03,2.007309496e-01,4.835831374e-02,-1.518503577e-02,2.410223633e-01,-7.726215571e-02,-7.203395665e-02,-6.622681767e-02,-6.625955552e-02,-1.330618397e-03,1.242241636e-02,2.862700522e-01,2.932161689e-01,-2.750385925e-02,-6.519062817e-02 +biases2 = -4.799316451e-02 diff --git a/params/D00102.004.txt b/params/D00102.004.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfea8608e44594fc15fb94501ae6f1fd24b51056 --- /dev/null +++ b/params/D00102.004.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -1.660450548e-01,-2.120487392e-02,-6.982540339e-02,-1.259013563e-01,3.773540631e-02,-3.451379836e-01,-1.371446103e-01,3.303213418e-01,-2.474379539e-02,-4.369628429e-02,-1.543906704e-02,-2.225080209e-07,2.201211266e-02,7.148208469e-02,4.109764397e-01,6.039475556e-03,-1.329281479e-01,4.215352610e-02,-5.004668608e-02,2.427195897e-03,-4.525282129e-04,5.741039515e-01,-1.349684745e-01,-1.145129353e-01,-5.470158160e-02,9.502935410e-02,-3.761603683e-02,-7.520565414e-04,-9.234906733e-02,8.030754514e-03,-2.640320361e-01,-1.248414591e-01,-6.975270063e-02,-2.187570930e-02,-2.604627237e-02,-1.965851486e-01,-3.995160758e-02,-1.596119404e-01,-2.379628867e-01,-2.104361951e-01,-9.859015793e-02,6.165183708e-02,1.386875659e-02,-2.019351814e-04,-1.365705580e-01,-6.847950071e-02,-2.601803243e-01,-6.880335510e-02,-1.850168258e-01,-1.324873418e-02,-5.425682291e-02,-7.581618428e-02,-4.083506390e-02,-2.392791957e-01,-8.661844581e-02,-2.027551681e-01,-1.086595058e-01,-2.315262258e-01,-1.620167517e-03,-6.155401934e-04,-5.466723070e-02,-1.033689454e-01,-1.882365197e-01,-1.559179723e-01,6.125453115e-01,-1.148364600e-02,3.096235693e-01,-1.448729783e-01,4.228390008e-02,-8.694931120e-02,-1.744358540e-01,-7.553546876e-02,4.446392059e-01,-3.724635020e-02,5.503508821e-02,-1.029680299e-10,3.065545484e-02,-1.516298950e-01,-3.678251803e-02,8.579590917e-02,-3.784828484e-01,9.606966749e-03,-1.133536547e-01,-4.159950837e-02,-5.712130666e-02,-6.579800695e-02,-1.309942752e-01,2.501887642e-02,-2.133827955e-01,-9.108592570e-02,-2.985841967e-02,-5.817531492e-04,-9.186448902e-02,-1.199088432e-02,-2.913700938e-01,-1.623949111e-01,-3.822677732e-01,1.104961801e-02,-1.981658936e-01,-1.102179736e-01,-4.345056135e-03,-3.946445417e-03,-1.885271966e-01,1.563078612e-01,-2.592304647e-01,1.067065299e-01,-2.691460960e-02,-1.974976039e-04,-2.702895738e-02,1.424482614e-01,3.567688763e-01,-9.827952832e-02,-4.057343304e-01,-2.341797575e-02,-1.985132545e-01,-9.900422394e-02,-2.437723614e-02,-1.347828563e-02,-1.026700884e-01,-3.033985496e-01,-2.589824498e-01,-9.677506983e-02,-3.903863952e-02,-9.378373506e-04,-1.734249145e-01,-7.077118754e-02,-3.300347924e-01,-1.687061340e-01,-2.966355160e-02,-2.690670080e-02,3.304496780e-02,-8.578122407e-02,7.834894210e-02,-9.357185662e-02,-1.695403159e-01,3.106876016e-01,-1.366970241e-01,7.692344487e-03,3.657024726e-02,2.181406162e-04,-6.024123635e-03,-1.623456180e-01,4.021465778e-01,5.400168523e-02,-4.489096701e-01,-3.373669460e-03,-6.861167401e-02,-9.095648676e-02,-1.013951004e-01,-1.558586508e-01,-1.321451366e-01,-1.913606226e-01,-4.336301982e-02,-4.087348282e-02,-9.073396027e-02,-8.869423764e-04,-1.546112746e-01,3.853419796e-02,-1.955497116e-01,-1.154245511e-01,4.492678344e-01,3.032111377e-02,1.442456096e-01,-1.800898761e-01,1.343265176e-02,6.968279928e-02,-2.215921581e-01,-1.902607232e-01,2.786177695e-01,-4.128522053e-02,8.396193385e-02,-3.989118268e-04,-1.192420628e-02,8.786603808e-02,-2.727464736e-01,-4.023071751e-02,-5.249560475e-01,-1.443514228e-02,-3.092226386e-01,-3.912657872e-02,-3.394585103e-02,9.606781416e-03,-7.328655571e-02,-1.266496480e-01,-3.854616284e-01,-4.393703118e-02,-7.079034299e-02,-7.360055461e-04,-8.898013085e-02,-5.634552240e-02,-2.351478636e-01,-2.418699861e-01,5.636358857e-01,-2.513259649e-02,3.053955734e-01,-1.679046452e-01,2.036734484e-02,8.741051704e-02,-1.371846050e-01,-1.227698624e-01,4.706221521e-01,2.272060812e-01,3.368168697e-02,-2.166895712e-07,6.035271659e-02,-1.163481176e-01,-3.203984499e-01,1.089857817e-01,-3.208606541e-01,1.027091686e-02,-1.601573378e-01,-5.102855340e-02,-8.470504731e-02,-1.691459715e-01,-1.217136160e-01,-2.182427198e-01,-2.587958574e-01,-2.882785797e-01,-5.945006385e-02,-8.205071208e-04,-1.728426367e-01,2.155844718e-01,-2.819214165e-01,-3.861718997e-02,-4.366898537e-01,-3.438292304e-03,-2.282922119e-01,-1.390865743e-01,4.657794908e-02,-2.508622035e-02,-2.081067562e-01,3.549884558e-01,-2.801410854e-01,-1.953176409e-01,-5.638689548e-02,-2.313496061e-10,-4.616622999e-02,-8.390413225e-02,4.962896407e-01,-1.382278353e-01,-3.602150381e-01,4.000520799e-03,-1.175086796e-01,-3.784920275e-02,-2.564896457e-02,-6.304659694e-02,-1.295226216e-01,-2.114590108e-01,-2.185927629e-01,1.378273219e-01,4.135277495e-02,-8.849999285e-04,-1.032205224e-01,-1.073930487e-01,-1.955295652e-01,-2.757569551e-01,-4.400669634e-01,6.662190892e-03,-3.837814182e-02,9.963596612e-02,5.264816806e-02,9.177051485e-03,-2.152666748e-01,3.754134104e-02,-2.164313346e-01,-1.214509681e-01,-8.473550528e-02,-8.575436368e-05,-7.081378251e-02,3.256553784e-02,1.654850841e-01,2.082791626e-01,-3.862093091e-01,-1.715608290e-03,-2.310433537e-01,-1.278006136e-01,1.516177505e-02,-1.504454166e-01,-1.196681112e-01,-4.486497492e-02,-3.378349841e-01,5.051501840e-02,-9.817327559e-02,-3.204161476e-04,4.362569749e-02,-2.077948600e-01,-1.314078420e-01,-1.928483397e-01,7.245221138e-01,-8.090404794e-03,3.650089204e-01,-1.802898347e-01,-4.965251312e-02,3.594044968e-02,-1.490540355e-01,-1.335415244e-01,5.027856231e-01,-7.901592553e-02,1.310469061e-01,-2.000421373e-04,-4.275580496e-02,1.859858446e-02,-2.041640729e-01,7.089973893e-03,-4.523987174e-01,-1.111815032e-02,-2.960765660e-01,-1.877171993e-01,-6.155408919e-02,-6.491154432e-02,-1.125553101e-01,-5.671111494e-02,-2.355834246e-01,3.131440282e-02,1.125901937e-02,-1.004315331e-03,-1.918619573e-01,6.432859600e-02,-1.313525438e-01,-3.662591875e-01,4.045121074e-01,-4.284072202e-03,1.672364622e-01,-1.145806015e-01,1.184850559e-01,1.342394948e-01,8.877446651e-01,6.227896363e-02,1.246267408e-01,-1.619901806e-01,-8.179363608e-02,3.210027062e-04,3.479404449e-01,-9.227632731e-02,9.537229687e-02,6.252362579e-02,-2.024716586e-01,-7.102220785e-03,-1.810001135e-01,-1.683484316e-01,-9.374637157e-02,-1.419613063e-01,-4.861390293e-01,-1.002516374e-01,-3.614540994e-01,8.826022595e-02,-7.267274708e-02,-1.588990213e-03,1.540695131e-02,1.147403121e-01,-9.573490918e-02,-2.658528090e-01,-2.079237252e-01,-7.999814115e-03,-6.570895761e-02,2.543473989e-02,2.713347413e-02,-8.453025669e-02,-5.652090907e-01,-5.880200490e-02,-1.028339639e-01,1.485348120e-02,4.050106928e-02,-5.064054276e-04,-3.338683546e-01,3.860989958e-02,-1.785679162e-01,7.295580953e-02,-5.481934547e-01,5.036915187e-03,-1.209882647e-01,-1.385240406e-01,-9.535159171e-02,-7.773426175e-02,-4.332958460e-01,-1.008723378e-01,5.243985355e-02,-5.980843306e-02,7.314472646e-02,-9.503467300e-05,-2.911376655e-01,-1.533703506e-01,-1.225171834e-01,-2.135657072e-01,1.539319754e-01,1.534216013e-02,3.219320998e-02,7.942656875e-01,1.003480926e-01,4.003297165e-02,-1.740343124e-01,1.439567953e-01,3.240457177e-02,-1.407727748e-01,-5.096603930e-02,-1.932976738e-05,4.222486913e-01,-6.040987000e-02,-2.947268263e-02,1.472308189e-01,1.709700972e-01,4.309800919e-03,-8.655811101e-02,-3.778406680e-01,-7.662140578e-02,-2.070680559e-01,-5.145364404e-01,-1.288398057e-01,-2.116063833e-01,5.237298831e-02,-5.364512652e-02,-9.448836790e-04,-2.980788052e-01,-2.974042296e-02,-4.380783066e-02,-2.201065272e-01,-4.306792915e-01,-1.809876412e-02,9.656079113e-02,-4.486260116e-01,-3.245055676e-02,4.914593697e-02,7.817900777e-01,-1.062221527e-01,-1.746039242e-01,-1.104647815e-01,3.455192223e-02,2.945363667e-05,1.566137224e-01,3.142401204e-02,-6.674096733e-02,-1.947327703e-02,-4.486358464e-01,-1.571746916e-02,-2.427049279e-01,-3.640016317e-01,-3.451639786e-02,-5.206964910e-02,-6.901825666e-01,-1.063999832e-01,6.670526415e-02,8.023969829e-02,2.915106155e-02,-8.888111333e-04,-5.427499413e-01,-3.339345381e-02,-1.611107290e-01,-2.515450418e-01,1.561724246e-01,-7.687105099e-04,4.014314711e-02,-3.450768590e-01,-5.667766556e-02,2.118507922e-01,9.428945184e-01,-4.440505803e-02,-9.505140036e-02,-1.256730258e-01,-9.946038015e-03,-6.393775693e-04,4.898935258e-01,8.705477417e-02,-3.675514087e-02,6.120316684e-03,1.167651638e-01,-1.314461697e-02,5.047947541e-02,-2.988559306e-01,-7.931155711e-02,-2.368014455e-01,-5.191168785e-01,8.956644684e-03,-9.746216983e-02,6.392661482e-02,-8.702819794e-02,-1.116628642e-03,-2.950459421e-01,3.219133010e-03,-1.570441872e-01,-2.888289690e-01,-3.602016568e-01,-1.145487651e-02,-5.037864670e-02,7.152202129e-01,1.935653985e-01,-2.255882323e-02,-5.796134472e-01,-8.963183314e-02,-1.700490415e-01,-3.245075047e-02,7.005152851e-02,-1.396956717e-10,-1.399127096e-01,-1.035224572e-01,-1.028188597e-02,6.442277133e-02,-4.670411944e-01,1.107910648e-02,-2.407629788e-01,-4.673680067e-01,-1.009304971e-01,-1.226218715e-01,-4.410025775e-01,-7.243997604e-02,7.564382255e-02,-2.431996539e-02,-1.372857764e-02,-2.151779910e-07,-3.167040944e-01,-7.897394896e-02,-9.715274721e-02,-1.255683452e-01,-6.572055072e-02,-4.606581759e-03,8.557568491e-02,8.505247235e-01,-5.879446119e-02,6.085288525e-02,-5.435128808e-01,5.495781824e-02,2.545216493e-02,2.270719782e-02,-2.325895242e-02,-6.004233146e-04,-3.276267350e-01,8.762158453e-02,1.005396545e-01,-1.352899373e-01,-1.712608151e-02,-1.680627652e-02,-1.495565325e-01,-4.133988917e-01,-3.214339539e-02,-1.961028427e-01,-5.424304008e-01,-5.280686915e-02,-4.444577172e-02,-5.032720417e-02,1.423664740e-03,-6.917260471e-04,-2.603634298e-01,-1.641009599e-01,-2.814342976e-01,-7.681244612e-02,-1.025955454e-01,-1.736068167e-02,-6.257845461e-02,-4.838820100e-01,3.186444566e-02,1.199040338e-01,1.031194091e+00,-4.363173991e-02,-1.707790792e-01,-6.554842740e-02,-8.585807518e-05,-4.760252195e-04,6.152347326e-01,-2.867598645e-02,-2.916485071e-03,-6.720038503e-02,-3.685359061e-01,2.452297136e-02,-7.397455722e-02,-3.493548036e-01,1.550849900e-02,-1.547358483e-01,-5.421512127e-01,-1.559494883e-01,-9.691173583e-02,-2.538188174e-02,-1.871397719e-02,-2.327438864e-07,-2.886902094e-01,1.311868988e-02,-1.176928729e-01,-6.423250586e-02,1.156266183e-01,9.039282799e-03,-3.339155763e-02,-3.859692514e-01,-3.229159489e-02,1.419919729e-01,2.642251551e-01,-1.123048961e-01,2.750527300e-02,-1.359410882e-01,-7.136005908e-02,8.955521043e-04,2.075454146e-01,4.259019345e-02,-1.184392348e-02,3.776262403e-01,-2.547963262e-01,-1.483482681e-02,-1.749320477e-01,-4.262840748e-01,-1.239112243e-01,-1.772065759e-01,-3.765749335e-01,-3.748172522e-02,3.297718475e-03,-8.693493903e-02,1.581101269e-01,5.559554556e-04,-3.575141132e-01,-1.074001566e-01,-7.707467675e-02,1.527717710e-01,-1.223409548e-01,-1.089648157e-02,2.320617065e-02,8.527687192e-01,6.520643085e-02,-2.051796205e-02,-4.893444180e-01,-1.343583781e-02,-2.142504305e-01,6.602747738e-02,-5.225937068e-02,-1.733050565e-03,3.197875321e-01,-2.783107571e-02,-7.460170984e-02,-4.470878243e-01,-2.924330235e-01,2.313995734e-03,-1.544767991e-02,-4.366703928e-01,4.744432867e-02,-1.142513007e-01,4.733084701e-03,-3.431947529e-02,-1.036592647e-01,3.814771771e-02,-7.521288842e-02,-1.714361133e-03,-4.318276942e-01,4.574835184e-04,-1.378995478e-01,-4.272169769e-01,6.667555124e-02,-3.017262788e-03,-2.267791778e-01,3.999712467e-01,-1.181617230e-01,4.280079901e-02,2.223617882e-01,9.795527905e-03,1.362573951e-01,1.918837577e-01,-5.972805247e-02,2.378917532e-03,4.530435801e-02,1.333268881e-01,7.544276863e-02,5.038282275e-01,-5.880476907e-02,-4.974492826e-03,-1.534672268e-02,-3.506256640e-01,-1.887600310e-02,-1.808042675e-01,-2.219038904e-01,3.108970821e-02,2.520332485e-02,-9.055328369e-02,-2.088621818e-02,-6.938469014e-04,1.467901915e-01,-1.840148717e-01,-6.949193031e-02,1.341835856e-01,-1.061645448e-01,1.235807501e-02,-3.630479099e-03,-2.409608811e-01,5.603380501e-02,1.075132787e-01,-5.025511980e-01,-2.005601823e-01,-1.375647038e-01,-8.856766671e-02,3.824012354e-02,-1.480155508e-03,-6.352654845e-02,-2.811823785e-02,-8.790691942e-02,-5.049102902e-01,-4.558296800e-01,-1.865908504e-02,4.519919306e-02,-2.043920159e-01,3.754767030e-02,-1.396169513e-01,-9.485584497e-02,-3.796920553e-02,-3.110125959e-01,-1.310268641e-01,1.471049502e-03,-1.995336497e-03,-3.904025257e-01,-1.324038859e-02,-2.194656879e-01,-4.769648314e-01,1.311635971e-01,2.092999034e-02,-1.042344198e-01,9.257688373e-02,1.306450367e-02,2.088198662e-01,2.279266715e-01,-1.257387549e-01,1.448989064e-01,-5.291660503e-02,-7.099150121e-02,1.641572802e-03,-3.331589699e-01,1.595391035e-01,8.868334815e-03,5.965156555e-01,-8.998055011e-02,-7.738696877e-03,7.287166268e-02,-1.136796847e-01,-9.652853012e-02,-2.312684357e-01,-6.975523382e-02,5.332877487e-02,-3.899528086e-02,-1.311123669e-01,-9.333584458e-02,-1.045130542e-03,2.016491145e-01,-2.206512094e-01,5.325659364e-02,-3.379850388e-01,-7.903828472e-02,-2.357724123e-02,-1.251074374e-01,-1.455259919e-01,2.017465793e-02,1.049450366e-03,-3.286064863e-01,-9.681563824e-02,3.496763483e-02,1.598685384e-01,-4.658091813e-02,-1.408498501e-03,1.497997623e-02,-2.677139826e-02,-2.744768513e-03,-2.485291362e-01,-5.161802173e-01,-3.801012877e-03,-4.399434105e-02,-2.295519561e-01,1.991435513e-02,-1.486972570e-01,-4.265762866e-01,-2.844253182e-02,-4.279130399e-01,-9.430687875e-02,1.701352894e-01,-1.037205919e-03,-1.454325914e-01,-4.326359369e-03,-3.610829115e-01,-3.535535038e-01,1.553194076e-01,-1.188543625e-02,7.135789841e-02,1.170042716e-02,-5.754769593e-02,8.473110199e-02,4.683531821e-01,4.710305482e-02,1.533375531e-01,2.771127224e-01,-5.206053704e-02,-1.237142365e-03,-1.310307160e-02,1.025182456e-01,6.155324727e-02,-3.802868128e-01,-9.008639306e-02,-1.098947786e-02,7.943806052e-02,-1.760345101e-01,-1.812316664e-02,-1.085305884e-01,-1.847660989e-01,-4.326528311e-02,-1.791814566e-01,-1.513834149e-01,-2.296046726e-02,-1.517224242e-03,8.728494495e-02,-1.627889127e-01,1.763497442e-01,-3.705419302e-01,1.044691801e-01,1.880736835e-02,-2.581905723e-01,-1.211993694e-01,5.552190915e-02,3.393073380e-02,-6.276406348e-02,-5.634684116e-02,1.108939871e-01,-1.628195494e-01,7.767050713e-02,2.612782409e-03,-1.780961156e-01,2.157147229e-02,-9.212798625e-02,7.339358926e-01,-7.240577340e-01,-1.023607142e-02,-9.337968379e-02,-1.106090173e-01,-2.318251692e-02,-1.803228855e-01,-8.176118731e-01,-1.451167315e-01,-3.721407652e-01,-8.133574575e-02,-4.353255033e-02,-1.476272475e-03,-1.576778293e-01,-5.358291417e-02,-4.473328590e-01,-3.267695904e-01,1.540369242e-01,2.645003051e-02,1.425936371e-01,2.381311357e-02,1.370860613e-03,2.771480381e-02,1.040619537e-01,1.313827038e-01,4.204080254e-02,-1.108855978e-01,-9.097995609e-02,2.624570916e-04,-1.255812794e-01,1.298397779e-01,1.408313662e-01,2.322956920e-01,-1.278585792e-01,-1.971236803e-02,-4.394864663e-02,-2.226128280e-01,-5.231365561e-02,-1.468364596e-01,-3.099114597e-01,-9.586446732e-02,-3.399374783e-01,-1.433866024e-01,-2.656960301e-02,-2.648341761e-04,1.328015327e-01,-1.488561630e-01,-4.000765085e-02,-1.966815144e-01,-2.245135754e-01,-1.791145839e-02,-4.977024347e-02,-5.411007255e-02,3.641490266e-02,-2.001931518e-02,2.401019782e-01,-6.402584165e-02,1.965099126e-01,2.084069550e-01,7.373102009e-02,-2.949376649e-04,-1.081131920e-01,9.115046822e-03,-1.081926003e-01,-1.544358432e-01,-3.559355140e-01,-3.098091576e-03,-2.493532300e-01,-1.431436688e-01,-2.887549624e-02,-3.097164258e-02,-6.315301061e-01,-1.690365374e-01,-1.856727898e-01,-7.254233211e-02,2.941893414e-03,-1.589978230e-03,-1.606754214e-01,-8.228083700e-02,-2.942553759e-01,-2.249105424e-01,-8.403839171e-02,8.954855730e-04,-6.997233629e-02,-6.862800568e-02,-4.586306587e-02,4.461946711e-02,2.923247814e-01,1.334478557e-01,-1.748930896e-03,1.975393891e-01,-1.138871387e-01,2.686391526e-04,7.036486175e-03,4.494675621e-02,-7.974803448e-02,8.895756304e-02,-7.556349039e-02,-9.907130152e-03,-1.591596454e-01,-1.727413386e-01,-5.729569495e-02,-1.470985711e-01,-3.780641258e-01,-1.351657957e-01,-3.231095374e-01,-1.213227436e-01,3.328069299e-02,1.707981864e-04,1.233798265e-01,-1.058612540e-01,5.082618073e-02,4.981115460e-02,-4.634300247e-02,5.676132161e-03,1.080487669e-01,1.331565087e-03,-1.652424224e-02,3.348229220e-03,1.733874083e-01,-9.581669420e-02,2.122922093e-01,-1.369052529e-01,6.258203834e-02,-1.697912812e-03,-3.575752676e-01,5.460767448e-02,-7.313951105e-02,-4.895736873e-01,-3.481821120e-01,-1.089898497e-02,-7.940891385e-02,-1.560329944e-01,7.624243200e-02,-7.089778781e-02,-6.848168373e-01,-1.002755463e-01,-1.744441837e-01,-5.782852694e-02,-2.299963869e-02,-7.994118496e-04,-3.493786603e-02,-8.588998020e-02,-1.995006800e-01,6.830630358e-03,1.714288443e-01,8.211099543e-03,-1.868452579e-01,-2.068849653e-02,-7.073038071e-02,5.819509923e-02,-3.235492855e-02,-2.361797392e-01,-1.695084274e-01,-4.199163243e-02,-2.901068144e-02,-2.281281866e-07,-7.868068665e-02,3.352553025e-02,1.517739445e-01,-4.622758925e-02,-1.260430217e-01,-1.318320725e-02,-1.916520894e-01,-1.047854796e-01,-1.005283091e-02,-8.497177809e-02,-2.395562232e-01,-1.704375297e-01,3.328232840e-02,-1.314665079e-01,3.403040394e-02,-6.388315232e-04,1.432926022e-02,-1.086089984e-01,2.574112713e-01,-3.739890084e-02,-4.898104072e-02,-4.891557153e-03,3.334231377e-01,-1.227756590e-01,6.582596898e-02,-1.047813669e-01,1.114980578e-01,4.667153358e-01,-1.086747795e-01,1.597108096e-01,2.389140427e-02,-3.820650454e-04,-1.320667192e-02,4.778258502e-03,-7.243369520e-02,-1.584711373e-01,-5.507779717e-01,-4.231074825e-03,-1.553826034e-01,-1.476788819e-01,-2.870324627e-02,-3.828021884e-02,-4.366689920e-01,-2.576139867e-01,-4.200446978e-02,-1.048936769e-01,-6.976792216e-02,-5.539110862e-04,-1.840383112e-01,-2.167601511e-02,-6.387609839e-01,-1.012820750e-01 +thresholds = -2.217801332e+00,-5.773641914e-02,-8.030835986e-01,-1.585964084e+00,-1.744629443e-01,-6.807652712e-01,-2.388876200e+00,-7.914611697e-01,-1.149039149e+00,-4.747804701e-01,-1.639449596e-01,-8.192461915e-03,-1.048068881e+00,-3.692938983e-01,-1.207129359e+00,-1.375738621e+00 +weights1 = 1.001655102e+00,6.290626526e-02,-5.796131492e-02,-3.990423575e-04,4.101046622e-01,2.511794120e-02,5.521463752e-01,1.007211953e-01,1.553787142e-01,-2.133546583e-02,-4.669284821e-01,-2.048455924e-02,9.300605059e-01,9.484119713e-02,5.082218647e-01,2.389908209e-02,6.788004637e-01,2.461518906e-02,-4.936230183e-01,-6.953937002e-03,1.174056754e-01,-9.788016789e-03,4.394650925e-03,2.888818562e-04,5.124580860e-01,5.437756702e-02,-1.962586492e-01,-1.445413101e-02,7.552208900e-01,3.195311874e-02,6.718297601e-01,-1.221417100e-03 +biases1 = -1.742792577e-01 +weights2 = +biases2 = diff --git a/params/D00103.001.txt b/params/D00103.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..196eb2dd271b8c79b4daa199e3e680fd35cabe6b --- /dev/null +++ b/params/D00103.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -3.443836249e-05,-1.770030707e-01,5.315063521e-02,2.783708647e-02,-5.565389395e-01,-6.584086805e-07,-1.169642928e-06,-9.023059647e-06,-1.764706440e-06,9.724592474e-07,1.166414618e-01,-3.769386560e-02,-9.352661669e-02,3.534666896e-01,2.936949945e-12,1.197740957e-01,-2.319094347e-05,2.217156589e-01,-1.922593713e-01,-2.791616023e-01,-4.791944753e-03,-7.480057372e-12,1.012729050e-11,-1.169367446e-12,-2.484883826e-11,-6.722864453e-12,-1.741354614e-01,-3.521164656e-01,1.426466554e-01,-3.431942165e-01,-1.767062364e-11,-1.980966032e-01,-6.326574749e-07,-8.897100389e-02,6.062734500e-02,1.216821074e-01,-3.890574351e-02,-7.958223250e-06,-1.370699101e-05,2.268418201e-13,-9.685831174e-06,1.131084029e-11,-1.434916258e-01,2.887101173e-01,-1.364271343e-01,-1.382355839e-01,-2.544057133e-05,1.409684122e-01,-3.738743180e-05,-1.641273871e-02,-1.259305030e-01,-1.006035730e-01,4.714940786e-01,-2.556836860e-11,-1.676682587e-06,2.064154576e-11,1.588847803e-11,-1.613986933e-05,-9.981227666e-02,-2.837822773e-02,5.056004226e-02,-8.715729415e-02,2.356669720e-11,-2.004909664e-01,-1.181719881e-06,-1.820671707e-01,7.159774005e-02,4.044288397e-01,-3.984144330e-01,-2.951366582e-11,-4.113202522e-06,1.236569354e-11,-2.193174461e-11,1.157194891e-12,6.041608751e-02,3.980687857e-01,-1.132769138e-01,2.799918354e-01,-3.065341384e-11,-5.967327952e-02,-4.399676254e-05,1.250730604e-01,-2.349128127e-01,-3.916132450e-01,3.951508999e-01,9.226377475e-12,1.030390074e-12,6.230411152e-12,-1.383168183e-06,-5.773693156e-12,-2.811374962e-01,-3.052951992e-01,1.442289799e-01,-1.347213238e-01,-4.370818811e-12,-8.660905808e-02,-1.739686377e-05,-4.779807851e-02,-2.511570044e-02,-6.836265093e-04,-3.411304057e-01,-1.813149356e-05,-3.110525995e-06,-1.313918165e-05,-2.810933802e-05,-1.327927112e-05,3.042675555e-01,-9.795703739e-02,-1.327634007e-01,-4.608317912e-01,-9.299286167e-12,1.346747875e-01,-3.407099575e-05,4.411385581e-02,-1.598393172e-02,-2.423677295e-01,2.156482041e-01,-2.212277236e-11,-1.111403244e-11,-8.905215974e-12,1.665490572e-06,-2.198153812e-11,-3.843525350e-01,-1.242954955e-01,6.506193429e-02,1.004378200e-01,-7.889429071e-06,-1.262215972e-01,-6.115332508e-05,-2.325319052e-01,-5.360601097e-02,2.438751161e-01,-1.238921750e-02,-1.778720053e-11,-9.387294995e-07,-7.768900105e-06,-1.052410789e-05,-4.909435120e-06,2.603823543e-01,-1.765907556e-01,-3.107017092e-02,3.896205127e-02,-2.189144288e-05,-5.114166811e-02,-6.784664947e-06,2.106805593e-01,-2.538859546e-01,1.827821881e-02,-1.794942841e-02,1.768643565e-11,-6.423669756e-12,-2.307812101e-11,-8.418112561e-12,2.892307066e-06,-4.606401026e-01,5.963720754e-02,2.460164428e-01,-1.359431595e-01,-1.632258500e-05,-1.330063492e-01,-4.757709576e-06,-5.949147046e-02,1.195076853e-01,-4.986044466e-01,-1.343487501e-01,-1.126561074e-05,-1.332683587e-05,-1.808287547e-11,1.031766599e-11,-6.610767286e-06,3.626462221e-01,-2.304521017e-02,-1.802751720e-01,-3.587797880e-01,-1.756788118e-11,2.471229136e-01,-2.583967580e-05,2.067040093e-02,-1.642154530e-02,6.175988354e-03,3.594111651e-02,2.692516999e-12,1.245582977e-11,-2.172829798e-11,-4.516719855e-06,2.499995523e-11,-4.631994963e-01,1.051817555e-02,-7.140605152e-02,2.406244725e-01,9.605319065e-06,-2.008003294e-01,-2.079373735e-05,-1.529150307e-01,-5.176570266e-02,-7.749129552e-03,-6.925572641e-03,-6.976501481e-06,-2.540271817e-05,9.534830951e-07,-5.801661700e-06,-1.473327120e-05,3.861546218e-01,4.988817498e-02,-1.732212603e-01,1.873121709e-01,2.459901380e-11,3.872863948e-01,-4.214662476e-05,1.333155036e-01,-1.749156117e-01,-3.628911823e-02,-6.842635572e-02,-2.564445531e-11,4.436643394e-06,-7.788987337e-12,-8.740616977e-06,-2.544671418e-11,-1.530384421e-01,-2.644559443e-01,1.060114279e-01,-2.989208400e-01,-1.808330126e-05,-2.012478113e-01,-2.603606845e-05,-7.887115330e-02,8.869855851e-02,-2.204385847e-01,-3.419261873e-01,-1.532490205e-05,-6.349966043e-06,-9.278901416e-06,-1.969026698e-06,-5.412030077e-07,-3.760370910e-01,5.684179068e-02,-2.438774146e-02,-2.112521678e-01,1.788233103e-11,1.596397758e-01,-8.404274922e-06,3.779557720e-02,-6.641380489e-02,3.423231840e-02,2.885312736e-01,-2.049459387e-11,1.083190222e-11,-1.761034894e-11,6.074110388e-06,3.218170522e-11,-1.578746885e-01,2.821679413e-02,5.484761298e-02,1.077268124e-01,-8.918064850e-06,-4.835262001e-01,1.885160604e-11,-2.013073415e-01,-4.477738868e-03,1.329398900e-01,2.148553282e-01,-1.442574467e-12,-2.098827463e-05,5.961549830e-12,-2.585093944e-11,-1.936166505e-11,-1.584118791e-02,1.893805861e-01,-3.330600262e-02,2.563893795e-01,2.853360256e-11,-2.873394191e-01,-4.101350714e-05,8.945991844e-02,-2.236683667e-01,-4.582173228e-01,2.918297984e-02,-4.196175525e-12,1.853538677e-11,-7.905645756e-12,2.147578296e-11,-5.765252354e-06,-1.942324452e-02,-3.481340110e-01,2.579316795e-01,-2.909786701e-01,-2.649401267e-06,3.273079395e-01,-1.838711614e-05,1.119000153e-04,1.416881941e-02,1.306156963e-01,-3.810532689e-01,-4.221649215e-05,2.071825871e-11,-1.774118800e-06,-1.609289393e-05,5.561111467e-12,-3.518008292e-01,1.353233308e-01,-2.710298598e-01,-3.808361888e-01,-2.119609417e-05,-1.469240338e-01,-3.951940380e-05,5.105315894e-02,9.564205073e-03,-3.559301794e-02,8.251441643e-03,-1.750796036e-11,1.176587907e-11,2.598968957e-11,-1.410875670e-11,1.505065929e-12,8.625514060e-02,-1.060709357e-01,9.653964080e-03,2.002871335e-01,-1.375324073e-11,-3.087480925e-02,-3.754315912e-05,-1.806099415e-01,1.656483710e-01,-1.210873425e-01,2.176228166e-01,-1.603026249e-05,-7.482312513e-12,1.067030925e-11,2.080289413e-11,-2.337369733e-05,2.812049389e-01,1.452593878e-02,-4.569539428e-02,-3.705384433e-01,2.424794393e-11,-4.103926942e-02,-3.651046791e-05,9.890025109e-02,-4.430560768e-01,-4.941593707e-01,-1.459521502e-01,4.618703857e-12,2.445200639e-11,1.942027095e-11,2.043939497e-11,7.192896192e-06,-5.946328044e-01,-2.581048012e-01,7.584119588e-02,-1.437197477e-01,-2.597099966e-11,-2.118626088e-01,3.674351622e-12,1.534978859e-02,2.187255919e-01,3.801094592e-01,-2.548861504e-01,-1.061145849e-05,-8.145438187e-06,8.091772911e-12,-1.883158620e-05,-6.761965778e-06,-1.000130251e-01,2.091370225e-01,-1.627202034e-01,8.562102169e-02,-9.822902030e-07,2.933614850e-01,-2.938323814e-05,5.690552760e-03,-1.457245946e-01,4.892001394e-03,5.447223783e-02,-1.834484994e-11,-5.055704987e-12,2.075498107e-11,-2.037404793e-11,9.547351625e-12,1.126322821e-01,-9.503989667e-02,9.582786262e-02,2.134998888e-01,3.639924299e-12,-1.783024967e-01,-3.401246795e-05,-2.449267656e-01,-1.391062289e-01,8.196545839e-01,1.965648085e-01,-4.687097065e-12,-4.350898962e-06,-1.191554407e-11,-1.589718340e-05,-1.655857886e-05,4.089913145e-02,5.366975814e-02,5.148662999e-02,-2.486601174e-01,-1.685222924e-05,-1.613382101e-01,-4.106813867e-05,1.330899894e-01,-2.226088792e-01,-5.005432963e-01,-1.782680154e-01,-1.157348436e-11,-1.158829001e-12,4.163630378e-12,2.529566487e-11,2.571538062e-06,-1.551990956e-01,-3.882229328e-01,2.029369324e-01,-4.789239764e-01,4.284384479e-12,2.954107337e-02,-3.066147474e-05,-2.550215693e-03,5.022880062e-02,-8.331045508e-02,-4.157233238e-01,-8.477508345e-06,-2.416914185e-06,-5.979741218e-06,-2.934277063e-06,-2.050947842e-06,-2.249784470e-01,3.207436800e-01,-3.332050145e-01,7.610993981e-01,-1.095863172e-05,2.471582294e-01,-7.831508879e-12,5.371063948e-02,1.070797145e-01,-4.660289288e-01,2.686801851e-01,-1.489373517e-06,2.097466298e-11,1.503852251e-11,1.256998412e-11,-9.840020292e-12,3.847332299e-02,-1.156835109e-01,4.200581089e-02,-2.486299723e-01,-2.414289949e-11,-2.532074749e-01,-3.277443102e-05,-2.485725284e-01,-1.680811644e-01,-5.098062158e-01,2.639988661e-01,5.284702363e-12,-3.778151040e-06,-1.816834629e-05,-6.826444860e-06,7.198005213e-12,-4.000220597e-01,-1.916914880e-01,1.242389083e-01,9.518564939e-01,-9.259963917e-06,1.506356522e-02,-5.426385906e-05,1.188081503e-01,-4.181629717e-01,4.834115803e-01,-1.796495765e-01,1.988440999e-06,-2.143345397e-11,-1.471703727e-12,4.869407348e-07,3.425840305e-06,-4.833614230e-01,-3.228022754e-01,-6.444617361e-02,-6.298401952e-01,1.149503344e-12,7.684751600e-02,3.481950671e-06,-5.537858233e-02,6.418250203e-01,-3.933219016e-01,-1.736303717e-01,-2.447999941e-05,-8.364841051e-06,3.883564650e-11,-2.975661118e-06,-3.263234248e-05,8.220528364e-01,4.823613465e-01,-2.003745437e-01,-4.043916762e-01,2.501404639e-11,2.670640945e-01,-3.445196126e-05,1.244726032e-01,-2.599676251e-01,1.894675940e-01,-3.944518790e-02,-9.785249858e-06,1.804639424e-11,8.078261150e-12,-1.671686053e-11,6.380121258e-12,-2.394608557e-01,-9.735118598e-02,1.038348973e-01,-1.327325404e-01,-2.807187684e-06,-4.968279302e-01,-4.411246482e-05,-1.926388741e-01,5.312371850e-01,7.401476055e-02,-3.614955395e-02,-1.065059769e-05,-1.268664619e-06,-1.384596864e-11,-3.071090908e-12,-2.572547383e-11,7.186889648e-01,1.430504322e-01,2.596883476e-01,-1.416910738e-01,-1.146042549e-11,-2.013328075e-01,-1.207199148e-05,1.663327366e-01,-5.413887501e-01,-4.444558024e-01,-1.992078722e-01,7.916184586e-06,-6.738671253e-12,1.140197572e-11,1.103668112e-11,-7.810900364e-12,-5.211974978e-01,-2.396021187e-01,1.033582166e-01,2.133029550e-01,-9.432910182e-12,2.798354924e-01,-2.541028880e-05,-9.225141257e-02,2.985740602e-01,1.370347738e-01,-1.898113936e-01,-1.513827374e-05,4.137275855e-09,1.048696806e-11,-2.846356438e-05,-2.784667595e-05,-1.743416935e-01,4.437527955e-01,-2.086851150e-01,-3.004475236e-01,-3.106416671e-06,1.177819520e-01,-1.684586641e-05,5.788097158e-02,-4.928326309e-01,3.129604505e-03,2.964334488e-01,-4.978844572e-06,-1.168024965e-11,1.012982493e-11,-6.415478392e-12,-4.962877440e-13,-3.239480853e-01,-4.767028987e-01,-1.911112517e-01,1.371145342e-02,-1.244945906e-05,-3.341253102e-01,-2.496966044e-05,2.255624719e-02,-5.284597278e-01,4.271349609e-01,4.849690199e-02,2.239841992e-11,-8.125457498e-06,1.665889302e-11,1.632583553e-05,9.392848478e-12,-4.756871760e-01,4.291319251e-01,9.237541258e-02,2.728463113e-01,-3.078525932e-12,-2.203908712e-01,-1.737461207e-05,-4.367540032e-02,6.670569181e-01,-5.462873578e-01,6.550841779e-02,-6.910412139e-06,-1.045384179e-11,5.789439241e-12,9.667343965e-13,2.843210693e-12,4.115409553e-01,-3.307525814e-01,-5.510244146e-02,-5.281272531e-01,-1.604680624e-11,8.583390713e-02,-2.007798685e-05,-2.339737713e-01,-3.721230626e-01,7.384608686e-02,-2.126148045e-01,-3.927288617e-06,-8.167612577e-07,-1.018275043e-06,-4.171028559e-05,-2.029230382e-05,2.793059498e-02,1.622404379e-04,-5.423103645e-02,-2.094398588e-01,-7.879604709e-06,2.147518247e-01,-3.385017044e-05,1.944179088e-01,2.912290022e-02,-1.849364638e-01,-3.014150076e-02,-1.810939246e-11,2.366023176e-11,1.910905288e-11,-4.464648555e-06,-1.303511379e-11,-2.645835578e-01,-2.280306667e-01,-1.980018057e-02,2.495805770e-01,-1.051047378e-12,-2.180284262e-01,-3.255909905e-05,3.271726668e-01,2.997998595e-01,1.886513457e-02,1.354043037e-01,-2.106746251e-05,-1.433628823e-11,1.104468166e-11,-3.964465041e-12,-9.548059097e-06,2.937502265e-01,7.833924610e-04,-3.143356442e-01,4.504870623e-03,-7.083152013e-06,-1.747536957e-01,-2.022984336e-05,-5.779658258e-02,-4.603565931e-01,-1.425188780e-01,2.336792089e-02,-1.097661133e-12,-1.177755723e-11,-2.283029495e-11,9.218798468e-12,2.562974312e-11,-3.994252980e-01,-3.842570633e-02,3.426565826e-01,-3.478372395e-01,-1.377667331e-06,5.266108736e-02,-6.157568805e-06,-1.558420658e-01,4.307827055e-01,1.949256472e-02,-2.278980017e-01,-7.613364687e-06,-1.136134870e-06,-1.017281284e-05,2.121245020e-11,3.283275778e-12,-1.954687536e-01,2.105038762e-01,-1.833392382e-01,-7.749865949e-02,-2.632621551e-11,2.420995682e-01,-4.258022454e-05,-1.741900146e-01,-4.746409953e-01,-1.260660589e-01,-5.962406844e-02,2.666641213e-11,-6.104444765e-06,-7.833191561e-12,-8.509634426e-06,-2.730739896e-12,3.470477241e-04,-3.023652434e-01,1.182792410e-01,2.056894004e-01,6.989442879e-12,-2.578439415e-01,-2.299136395e-05,3.038427234e-01,-4.864084348e-02,5.535484850e-02,1.076732576e-01,-4.899449770e-12,-8.488829735e-06,2.572054549e-11,-4.945625818e-14,-1.171876374e-05,2.780360170e-02,-1.242330531e-03,-4.151756167e-01,1.974237412e-01,1.108301211e-11,-1.862188131e-01,-5.843053259e-06,-2.057398558e-01,-1.087504774e-01,-3.366885185e-01,6.502476335e-02,-7.926378203e-06,-1.633050639e-11,5.728101153e-12,-3.066015497e-11,-1.683869016e-11,-1.213908941e-01,-8.314852417e-02,4.555926621e-01,-4.290034473e-01,-2.637541878e-12,1.674047261e-01,-2.622343163e-05,-1.079829633e-01,2.263410091e-01,2.413016707e-01,-1.605773568e-01,1.526586496e-11,1.326492822e-11,-1.499371137e-06,-1.500372049e-11,1.697704130e-11,-2.302908301e-01,1.191479489e-01,-1.597362161e-01,1.038669702e-02,-1.041244332e-06,2.903203666e-01,-4.107048517e-05,-5.079515278e-02,-2.733438909e-01,-1.902072281e-01,-1.408631504e-01,-6.395133555e-12,2.176696497e-11,-5.494909215e-12,-1.157033512e-05,-4.856962732e-06,2.308179997e-02,-1.642618775e-01,8.257196844e-02,6.054025143e-03,2.168551276e-11,-4.093582332e-01,-5.259368481e-05,2.282301337e-01,2.505777031e-02,5.216968656e-01,-4.303843156e-02,-3.040599404e-05,-3.511219575e-06,2.496458248e-11,2.710788842e-12,5.919376968e-12,6.452951580e-02,1.929910295e-02,-3.031477630e-01,1.571494043e-01,-1.369095298e-05,-5.530319810e-01,-2.511740468e-11,-2.149966657e-01,-2.330189105e-03,-2.041910589e-01,-1.620989889e-01,-2.452922934e-11,-6.183646477e-12,-3.502738724e-11,-1.275953822e-11,-3.988342996e-06,-2.890911102e-01,-3.591978848e-01,4.395646751e-01,-3.056950867e-01,-1.427935461e-11,1.858306825e-01,-3.094185740e-05,-1.822566092e-01,9.344704449e-02,-5.601687729e-02,-1.270591170e-01,-1.331162366e-05,2.712791103e-11,-9.648645573e-06,-1.088107001e-05,-1.459455052e-05,-2.722420357e-02,3.317215145e-01,-1.920589954e-01,8.944739401e-02,-2.327271015e-11,3.835924268e-01,-2.876712824e-05,1.083516851e-01,-3.205766380e-01,-4.917286932e-01,2.034704536e-01,6.960042356e-07,-7.529229844e-12,8.671434230e-12,-1.982146218e-11,3.297701369e-06,-4.902307689e-02,-1.213016361e-01,1.889168285e-02,-1.560321003e-01,-6.641789241e-06,-1.542336047e-01,-2.098729237e-05,6.764922142e-01,-1.116146147e-01,1.181457713e-01,-9.130917490e-03,-1.193391290e-05,-2.294300793e-05,2.135799176e-11,2.548350593e-11,1.230139515e-11,6.539305206e-03,-2.383301221e-02,-3.231757283e-01,1.175037920e-01,-2.918586233e-06,-1.942673922e-01,-2.748202314e-05,-1.366135180e-01,6.520531327e-02,9.765431285e-02,2.291486412e-01,8.995733845e-12,2.509481685e-11,6.648004196e-12,3.513159165e-12,-1.563020305e-05,-1.703645736e-01,-3.340058029e-01,4.397029877e-01,-3.384103626e-02,-6.313150523e-12,5.794358253e-02,-6.116327768e-06,-3.263289928e-01,6.730581075e-02,-3.595637977e-01,-1.451677978e-01,-5.485318070e-06,-7.150413239e-07,-5.196319307e-06,-7.907617146e-06,2.323817874e-11,-1.202682704e-01,4.101216495e-01,-2.409545779e-01,-3.281683028e-01,7.220383146e-12,2.753082514e-01,-3.881472003e-05,-2.742003500e-01,-2.253057808e-01,-8.648467064e-02,-2.035922557e-01,1.292983168e-11,2.515074260e-11,-2.249426687e-11,1.508517443e-11,-1.712489178e-11,-1.669679023e-02,-1.817763597e-01,8.767588437e-02,2.937239967e-02,-2.825599040e-06,-2.768198252e-01,-1.468847677e-05,1.173353419e-01,3.709381679e-03,-8.816201240e-02,1.903727204e-01,-1.657298257e-11,-1.422403428e-11,1.225576151e-11,1.425397821e-11,1.881459051e-11,-1.097431704e-01,-2.327213064e-02,-1.338715702e-01,-3.881614655e-02,-2.613293327e-05,-1.685703993e-01,-1.949039870e-05,-2.682081461e-01,-1.950462721e-02,-9.852468967e-02,-2.855105400e-01,2.276675549e-11,1.233105198e-11,3.734121519e-12,1.848996000e-12,-8.027069461e-12,-2.386976629e-01,-2.328895032e-01,1.625202596e-01,-1.693639159e-01,-6.122666036e-06,3.500722647e-01,-3.850733628e-05,3.796191514e-01,-4.121553525e-02,5.863478035e-02,1.646697707e-02,-1.223277013e-05,-6.804416898e-06,-1.586588846e-11,-6.745110113e-06,-1.250970490e-05,1.820519418e-01,2.591305375e-01,-9.154834598e-02,-5.135817081e-02,-7.382878163e-12,2.136325985e-01,-2.403427061e-05,-2.894224226e-01,-1.473799199e-01,-1.021755189e-01,-5.008630827e-02,-1.591614273e-05,-1.337354793e-11,-4.915976480e-12,-2.328635548e-11,3.171507501e-08,-1.344042122e-01,-1.324564666e-01,2.615287527e-02,4.442404583e-02,6.687641871e-07,-5.329788923e-01,-3.434107202e-05,-3.171413839e-01,-1.342312098e-01,2.554683983e-01,7.864777744e-02,2.585172180e-11,2.601317382e-12,-2.424245527e-11,-3.549473377e-06,1.427809173e-11,1.257118136e-01,-2.472618967e-01,2.296890467e-01,1.951250583e-01,-3.883826420e-12,-1.185563132e-01,-3.894664042e-05,7.236865163e-02,9.126714431e-03,-2.621470392e-01,-1.804926544e-01,-4.877403169e-12,3.341170049e-11,1.063045572e-11,-1.790493860e-12,-2.201230745e-05,-1.715217829e-01,-2.401084453e-02,3.811762482e-02,-2.188228071e-01,-1.725318152e-11,4.095833898e-01,-3.629623825e-05,7.746312022e-02,8.218199760e-02,-1.751219109e-02,-4.106047750e-02,-2.562480586e-05,-8.684236491e-06,-1.942032441e-06,-1.921562388e-11,-1.470628480e-11,1.703618094e-02,3.011501729e-01,-2.814730108e-01,-4.531120136e-02,-1.472363692e-05,-9.145964682e-02,1.085527068e-11,1.066198125e-01,-1.614845991e-01,-2.060483247e-01,1.416672766e-02,-7.462596621e-13,-3.036871931e-06,7.905251974e-12,-4.309829365e-06,9.120599241e-12,-2.720368803e-01,-1.593721360e-01,-2.308270894e-02,-1.461222917e-01,-2.385442538e-11,-3.374004960e-01 +thresholds = -5.865457933e-04,-2.427024394e-01,-8.176633716e-01,-9.210081697e-01,-5.150031447e-01,-1.799853781e-04,-1.656694658e-04,-8.453390183e-05,-1.309254585e-04,-1.359405578e-04,-1.203268886e+00,-5.180018544e-01,-1.469927877e-01,-8.605549335e-01,-1.340482413e-04,-5.513885021e-01 +weights1 = -8.961260319e-03,-1.561131421e-02,2.799118310e-02,2.356397919e-03,6.561242789e-02,4.333158955e-02,8.408423513e-02,-1.726278663e-01,-7.157173008e-02,2.971491497e-09,-2.000934444e-02,-5.149825290e-02,-1.976734772e-02,5.029445142e-02,-1.289890520e-02,-7.222499931e-09,-1.487302814e-08,-1.457914244e-02,-6.135327369e-02,1.392801106e-02,-6.178446114e-02,6.534692831e-03,1.787765510e-02,2.657086123e-03,2.447810024e-02,9.147004038e-02,-7.214114815e-02,-8.941287175e-03,-8.303172886e-03,1.879333705e-02,-7.201321423e-02,-6.115974486e-02,-1.967410930e-02,-2.744485065e-02,2.583167329e-02,1.451858319e-03,3.691332415e-02,-4.305544123e-02,3.695042804e-02,-1.308668995e-08,-4.319559410e-02,3.008269519e-02,2.075245976e-02,3.919379041e-02,-2.487845663e-08,2.476031706e-02,3.040608391e-02,8.456090000e-04,-2.891702764e-02,5.511701852e-02,-8.283082396e-02,-2.170560881e-02,-2.729864046e-02,1.261589080e-01,4.287196696e-02,-4.144988582e-02,2.582097426e-03,2.337911539e-02,9.473336861e-03,-4.185556248e-02,3.277441859e-02,-1.329427864e-02,-7.955027748e-09,2.601281181e-02,-4.361936077e-02,6.760668475e-03,-2.331866175e-01,2.056325227e-01,-3.889631107e-02,-2.362304777e-01,-2.278108709e-02,2.692381106e-02,-3.330499530e-01,9.191120975e-03,-3.057313152e-02,7.069181651e-02,-5.297452956e-02,1.655071229e-02,1.091654692e-02,4.387619719e-02,5.309949815e-02,-7.450584322e-02,-2.751916051e-01,-1.667426527e-02,1.469881237e-01,-2.031949908e-02,-2.881393395e-02,5.490584671e-02,-4.545609467e-03,3.526700288e-02,-1.344790915e-03,6.250810344e-03,2.170003578e-02,-5.427510142e-01,-7.897272706e-02,6.020146888e-03,-8.322876878e-03,-4.443905875e-02,-1.408138722e-01,-4.811569117e-03,-2.756382711e-02,-2.369882539e-03,-8.932612091e-02,8.165034652e-02,4.308631644e-02,-6.650019437e-02,3.678260371e-02,-4.555086046e-02,-1.426451504e-01,-2.259681933e-03,1.098274440e-01,8.878444135e-02,3.621819615e-02,8.609123528e-02,-5.561989546e-02,7.617671508e-03,-6.003445014e-02,-2.614702843e-02,5.274160951e-02,4.115153477e-02,-8.028506301e-03,1.604731195e-02,1.936549135e-02,-3.798584267e-02,8.039779216e-02,-2.927287668e-02,1.011874527e-02,1.481314003e-02,-7.104287390e-03,-3.777045384e-02,2.635896802e-01,-1.535924990e-02,-8.685646206e-02,1.191735566e-01,-4.918078333e-02,-7.337787654e-03,4.698237404e-02,1.880859584e-02,5.399345234e-02,-1.722559482e-01,2.247442454e-01,-1.234551426e-02,-1.651902795e-01,-9.456505626e-02,-4.884035885e-02,-4.951519147e-02,2.043558508e-01,-6.282371283e-02,-2.146837115e-02,9.414036758e-03,8.266896755e-02,6.428077817e-02,-3.685639240e-04,-5.492821708e-02,-2.323184162e-03,-3.356791660e-02,-5.371408537e-02,1.672508121e-01,1.015210599e-01,3.088468313e-02,2.149284258e-02,-8.069807291e-02,2.530766726e-01,2.541848645e-02,9.352379292e-02,-4.156994820e-02,5.081102625e-02,-1.628767513e-02,-1.781417429e-02,-1.167147793e-02,2.389983088e-02,-1.287641078e-01,1.157228425e-01,-4.989102855e-02,-1.541367471e-01,-1.235840768e-01,-1.821565442e-02,1.322745625e-02,4.284472764e-02,4.202055931e-02,9.073431790e-02,-1.355072018e-02,-1.494745258e-02,-2.128955722e-02,-2.893318422e-02,3.796508303e-03,1.030982211e-01,2.349521592e-02,2.592328191e-02,4.042080417e-02,1.132927015e-01,1.939230226e-02,4.541807622e-02,-2.746476978e-02,1.850310713e-01,-1.301498115e-01,1.848422289e-01,-1.392151713e-01,-6.005803868e-02,-7.620369643e-02,1.705120802e-01,-3.725786135e-02,-6.485505961e-03,7.736196369e-02,1.729575247e-01,-7.462330163e-02,7.161246240e-02,6.684757024e-02,1.842620783e-02,-1.942232400e-01,2.867215574e-01,1.409795135e-01,-5.068951845e-02,6.339056045e-02,-7.079595700e-03,-1.395392884e-02,-3.820397332e-02,-3.137645125e-02,-3.721356764e-02,-7.464855164e-02,-1.683059335e-01,2.235009670e-01,1.471217126e-01,-6.960859150e-02,1.231506467e-01,-1.501235068e-01,4.520346522e-01,-4.139341414e-02,-2.652921900e-02,-8.115221560e-02,5.651598331e-03,-6.427349895e-02,1.576629132e-01,2.104402892e-02,-2.750638127e-02,-1.238432750e-01,2.234476954e-01,7.601567078e-03,-1.478372067e-01,2.627352253e-02,-3.495239094e-02,-1.269791555e-02,3.768723309e-01,-5.099340528e-02,-3.470379487e-02,-1.429727068e-03,-6.748043746e-02,-7.452865690e-02,-4.982120544e-02,-2.643866719e-05,-1.591352560e-02,-4.145771638e-02,4.303100705e-02,3.362786472e-01,8.453940600e-02,-2.890168503e-02,-6.274185330e-02,1.081341803e-01,-1.735811681e-01,-7.088284194e-02,7.438633591e-02,-2.499261647e-01,2.915518358e-02,-1.145158112e-01,-3.233535290e-01,-1.136156246e-01,-7.380569819e-03,-7.897095382e-02,-5.911833420e-02,1.086780243e-02,-1.976869255e-02,-1.771810465e-02,-2.558421344e-02,-7.609425485e-02,-2.276696414e-01,3.065410629e-02,-3.152441978e-02,-9.641889483e-02,-1.902549565e-01,-1.208726969e-02,1.303535141e-02,-6.157185137e-02,-4.555594176e-02,6.677547097e-02,9.898079932e-02,-5.134712458e-01,1.375648528e-01,-2.117270045e-02,4.768158123e-02,-1.590847853e-03,-2.067386657e-01,6.377194822e-02,-7.296342403e-02,-3.364344314e-02,2.936746739e-02,-2.461948898e-03,-4.030037299e-02,6.271000206e-02,3.827961907e-02,9.201624990e-02,-9.343466908e-02,-3.348648548e-02,1.056015491e-02,2.959713712e-02,4.937309772e-02,1.146295946e-02,-3.151489049e-02,-6.416443735e-02,-2.929607779e-02,8.728878573e-03,7.158388197e-02,-1.190684885e-01,-1.100464761e-01,3.380890563e-02,3.196526319e-02,-3.743860871e-02,8.517523296e-03,3.451839089e-02,-1.010831818e-01,-1.491785515e-02,1.355918823e-03,-5.825756490e-02,8.815611154e-02,1.124056056e-03,-5.587943643e-02,3.124169447e-02,-4.264870286e-02,4.653583467e-02,1.297219992e-01,2.478913218e-02,2.663451061e-02,1.460700805e-08,3.738497570e-02,-6.187806278e-02,1.391723901e-01,-5.158777907e-02,9.464593604e-03,6.594053656e-02,-6.580559164e-02,-4.634714499e-02,8.937504143e-02,9.063399808e-09,-9.475219063e-03,4.021540657e-02,1.316998843e-09,-6.126816571e-02,1.525356900e-02,-9.931401908e-02,5.443963781e-02,-1.391423773e-02,7.731050719e-04,-3.627995495e-03,-4.574257135e-02,-4.339500517e-02,-7.898271084e-02,-4.603378475e-02,-6.405522674e-02,-2.700758725e-02,5.955993384e-02,1.540831756e-03,-2.001890447e-03,-8.697830886e-02,-6.641229987e-02,4.699855298e-02,2.307135612e-02,-2.749090316e-03,-4.758999497e-02,-3.144442663e-02,3.089000657e-02,8.435681462e-02,5.947347730e-02,5.213799700e-02,-8.348308711e-09,2.794340625e-02,-8.271167986e-03,-9.385255165e-03,-2.781655267e-02,-2.012199908e-02,6.231382077e-11,-8.451902866e-02,-5.537021160e-02,-3.712084889e-02,-1.403966721e-08,2.030212432e-02,-3.884399310e-03,-6.101413597e-09,-1.032614987e-02,5.279720575e-02,-1.101827435e-02,-1.490511714e-08,-1.034320332e-02,-7.868065499e-03,-7.033251226e-02,3.877868503e-02,4.114201292e-03,-1.639572531e-02,4.484938085e-02,-6.166657805e-02,4.932062700e-02,2.870924026e-02,-1.614548415e-01,-2.839338267e-04,-4.321849346e-02,6.410408020e-02,5.500758439e-02,-1.052797884e-01,-1.152410731e-02,8.141905069e-02,-7.552917232e-04,-8.213775605e-02,-2.121852152e-02,9.920856359e-10,1.315780906e-08,3.146227449e-02,-3.052727133e-02,6.649692357e-02,9.640397877e-02,-1.399869174e-01,-7.373410626e-04,-1.385653391e-02,7.051254064e-02,-2.726405114e-02,3.777397797e-02,4.325352237e-02,-4.234505817e-02,1.536112570e-08,-1.675024256e-02,2.159631439e-02,-3.335138388e-09,6.339393011e-09,-3.727953508e-02,-6.616116315e-02,-7.951314561e-03,-9.131163359e-02,-1.100315601e-01,-2.257045917e-02,-2.264599502e-02,-5.388490483e-02,1.953418739e-02,-6.008940935e-02,-1.477650739e-02,7.612793063e-09,4.671562836e-02,6.550405174e-02,-1.515218522e-02,-1.046080068e-01,-6.146109849e-02,-1.849873178e-02,9.327993728e-03,6.213073432e-02,-3.681753576e-02,-1.052342169e-02,-1.596691779e-09,-5.914638937e-02,-2.375184000e-02,1.315524131e-01,1.423025142e-09,-8.013899624e-02,3.119491786e-02,-1.634003595e-02,-1.019369736e-01,-2.340318263e-02,-3.975453973e-02,1.002454013e-01,4.118193313e-02,8.765012026e-02,-6.539542228e-03,9.900492430e-02,-2.746405452e-02,4.750182852e-02,1.646155268e-01,-4.349155352e-02,3.384506330e-02,4.639310017e-02,6.266808137e-03,1.351778302e-02,1.761583798e-02,-2.117033489e-02,3.237766773e-02,5.844206008e-09,-1.418551430e-02,-6.297232956e-02,-2.869766951e-02,3.088155016e-02,-6.459118573e-09,-1.841878705e-02,-7.466843724e-02,3.522274271e-02,-2.781602368e-02,4.870928079e-02,1.568056876e-03,-1.860322803e-02,-1.253118813e-01,-1.002590433e-01,-4.190942704e-09,-1.651955396e-02,1.491422858e-02,-1.461476096e-08,8.962986618e-02,2.116965130e-02,1.934396848e-02,4.619854316e-02,-2.246139757e-02,4.858380184e-03,4.205175117e-02,2.351411059e-02,4.005531967e-02,-7.770411670e-03,5.742505938e-02,-8.645660430e-02,1.657420583e-02,1.086104941e-02,3.943350911e-02,7.242806256e-02,-5.710229278e-02,-3.353267536e-02,5.915744603e-02,-6.851855665e-02,-3.728745878e-02,-5.763465166e-02,6.359308958e-02,6.495688111e-02,-2.311808616e-02,-1.781547815e-02,1.069984883e-01,1.387517527e-02,9.799914807e-02,2.180783451e-02,-2.623367682e-02,2.824720740e-02,-2.880501747e-02,-9.709769860e-03,2.065062523e-02,4.245853424e-02,-6.875693798e-03,1.555204839e-01,9.601546824e-02,-1.478600502e-02,-3.807381168e-02,3.055327013e-02,-1.889504492e-02,1.557272952e-02,7.811778784e-02,-1.183325518e-02,-5.155716091e-02,-7.486668974e-02,-1.976917731e-03,1.721052453e-02,9.082273580e-03,-5.996409059e-02,-3.855242580e-02,-1.162206598e-08,6.471413188e-03,-1.673351601e-02,5.485291593e-03,6.957681477e-02,-1.745244712e-01,-2.122595433e-08,-6.234221160e-02,-1.190632358e-01,-5.346282944e-02,-9.191450477e-02,-3.465185314e-02,5.727860332e-02,-7.785884291e-02,-1.419789046e-01,-4.154260829e-02,-5.184262618e-02,-5.690722913e-02,1.013586968e-01,-3.729243949e-02,-1.010456085e-01,-6.991826813e-04,-2.646590769e-02,-9.358418733e-02,5.411368608e-02,-6.422949582e-02,-2.193654887e-02,-1.805085316e-02,-4.416779429e-02,-5.304678530e-02,-3.180249841e-09,-3.743655235e-02,-6.380961835e-02,-7.336850464e-02,1.073161587e-01,-1.060492545e-01,4.683648422e-02,1.194206029e-01,2.301849052e-02,-1.590441167e-02,1.086473223e-08,1.037092368e-08,-7.667856663e-02,1.113956235e-02,-1.127402782e-01,-5.156734586e-02,1.092341151e-08,1.238765179e-08,6.878992170e-02,4.933710396e-02,2.865635604e-02,-1.184401140e-01,-2.886191756e-02,-6.116210134e-04,-1.017959565e-01,1.205001771e-01,7.667117566e-02,1.067386754e-02,1.869843528e-02,5.261491984e-02,-2.779211104e-02,-2.797181904e-02,1.422224827e-08,-7.767859846e-02,-7.411870360e-02,4.751900211e-03,4.542206611e-09,-5.140062049e-02,-9.748918936e-03,4.708234966e-02,3.480375186e-02,-1.734150946e-02,-8.118640399e-04,-2.593431622e-02,5.013797432e-02,-8.251968771e-03,1.628723554e-02,1.275707781e-01,-3.989330493e-03,1.379350323e-08,-1.227464899e-01,-1.147292331e-01,-1.842344552e-02,-2.479619905e-02,-9.231814742e-02,-4.467071034e-03,8.398469537e-03,-4.920152575e-02,1.177414414e-02,1.543577760e-01,-4.378427565e-02,2.269718945e-01,2.485821396e-02,5.693017691e-02,3.806225210e-02,6.357087195e-02,-1.532534510e-01,3.313486874e-01,-3.024357557e-02,-6.609361058e-09,-3.979215398e-02,2.068271637e-01,-1.292485297e-01,-8.136977442e-03,-6.516900659e-02,2.047579363e-02,-1.141120791e-01,3.424318433e-01,4.299411923e-02,2.452824265e-02,-3.953878582e-02,-1.068814993e-01,2.732957713e-02,3.467717767e-02,-1.302594319e-02,7.846241444e-02,-6.897370331e-03,-6.221720204e-02,5.504645109e-01,4.621884972e-02,2.838390879e-02,1.562411487e-01,-4.690381512e-02,1.276766360e-01,5.120185018e-02,-6.547089666e-02,-1.165470257e-01,2.812562883e-02,1.696204767e-02,1.208390370e-01,5.941122770e-02,4.944140208e-09,-4.608079791e-02,3.277748078e-02,3.172835335e-02,-9.987948090e-02,-6.569799781e-02,2.764697187e-02,-3.386484087e-02,6.186109036e-02,4.718732834e-02,-4.300007224e-02,5.331478268e-02,-9.083128721e-02,-6.721435852e-07,2.131179534e-02,-1.935581118e-02,4.177967459e-02,1.415442582e-02,-4.288854823e-02,2.251857221e-01,1.524356902e-01,-1.961063407e-02,7.457868196e-04,3.674802929e-02,3.596431017e-01,1.449540257e-02,-1.752030849e-01,2.504376769e-01,1.483864803e-02,-1.231373325e-01,-8.463911712e-03,-6.830853969e-02,-1.562319230e-02,-1.141609028e-01,1.610638648e-01,5.332298577e-02,-1.195256114e-01,-2.508584037e-02,-8.986480534e-02,-1.441692412e-01,1.206406727e-01,-9.774083644e-02,6.811726838e-02,-3.965435922e-02,1.470964402e-01,-4.900594801e-02,2.341012843e-02,-3.029474244e-02,-2.622094937e-02,2.992561646e-02,-6.497617066e-02,-1.298236400e-01,4.949286208e-02,-2.881263196e-02,6.035270635e-03,-6.922835484e-03,2.752258480e-01,5.980142392e-03,-7.026143372e-02,4.984731600e-02,-8.650723845e-02,-5.707988888e-02,-1.629510373e-01,-5.360865885e-07,1.023489702e-02,-1.636916846e-01,2.135666907e-01,6.238033529e-03,-2.168346047e-01,-1.612161659e-02,-1.616972536e-01,-6.680355966e-02,2.191185020e-02,-6.046410650e-02,-1.848787069e-02,1.879259571e-02,-4.151432961e-02,5.341172591e-02,3.021320328e-03,6.309575588e-02,5.324114859e-02,3.114326432e-07,-3.719921369e-05,-8.670917153e-02,1.620424390e-01,-4.895372782e-03,-6.763679534e-02,-2.468867227e-02,-1.456710696e-01,-1.496078074e-01,-1.696460247e-01,-6.853824109e-02,-1.058656070e-02,1.098254174e-01,-3.712379560e-02,-4.471189156e-02,-1.258261316e-02,3.230208158e-02,-5.773095787e-02,-1.025694609e-01,3.726483881e-02,3.444771841e-02,-5.422054164e-05,2.740911245e-01,-1.570619196e-01,-1.048008800e-01,-1.095413044e-01,-1.056065410e-01,1.416803598e-01,-3.476946801e-02,-4.581697285e-02,2.923640423e-02,1.924560405e-02,-7.537491620e-02,6.583973020e-02,7.056187093e-02,7.173613459e-02,1.433055941e-02,-1.313572098e-02,-3.367408644e-03,-3.031954467e-01,-4.637400061e-02,1.296301000e-02,8.845081925e-02,-1.068965346e-02,1.644821316e-01,-7.350647449e-02,-4.563131928e-02,-1.996831855e-08,3.902317286e-01,-4.087246358e-01,9.801532328e-02,2.812531888e-01,4.566645622e-02,2.052466720e-01,3.002891839e-01,-1.458727419e-01,9.850851260e-03,-9.190033376e-02,-1.422247663e-02,7.389898598e-02,1.385625452e-02,-3.872388275e-03,6.470624357e-02,-9.520769119e-02,4.570028745e-03,-1.301892847e-01,-5.166199803e-02,-2.745321393e-01,-1.015486345e-01,6.017128751e-02,-2.214059979e-02,2.294208109e-01,-8.902758360e-02,1.087298766e-01,-1.036527008e-01,9.196493775e-03,-1.688743085e-01,2.078941166e-01,-3.235195205e-02,-1.149106324e-01,1.689273119e-02,1.986370683e-01,2.315081842e-02,-9.041553363e-03,-2.442258596e-02,-2.419559285e-03,-3.955442309e-01,1.707853675e-01,1.192233711e-01,-4.306110740e-02,7.048071921e-02,-1.414862573e-01,5.798963830e-04,1.478899643e-02,2.038219757e-02,-7.370308042e-02,1.594630815e-02,9.785500169e-02,3.196497262e-01,1.866817772e-01,2.005047537e-02,7.140162867e-03,3.727320291e-05,2.732196748e-01,-4.522091150e-02,4.000605270e-02,-1.262196153e-01,-4.904516041e-02,-7.887128741e-02,9.811212122e-02,-4.814283922e-02,3.318361193e-02,-2.844652906e-02,1.614038050e-01,-1.202435195e-01,-3.205094859e-02,9.799508378e-03,6.043280289e-02,-5.101362243e-03,2.127073407e-01,-6.101467088e-02,8.668049425e-02,2.582788700e-03,-9.690519422e-02,-5.438663065e-02,1.529972814e-02,1.322713494e-01,4.891487956e-02,-2.179961884e-03,1.062804461e-02,2.033837438e-01,5.410910770e-02,6.367511302e-02,-4.946115240e-02,-1.818442494e-01,-1.015986130e-01,-7.225327194e-02,3.649204969e-03,7.969345897e-03,5.625560135e-02,-2.476643585e-02,1.811566204e-02,-1.397651155e-02,8.935584128e-02,6.961687468e-03,1.058769161e-08,-1.795909088e-09,-3.532510251e-02,8.699035645e-02,-5.115184188e-02,-3.816901473e-03,1.073528361e-02,-2.363575995e-02,-9.201463312e-02,2.025563084e-02,-1.508153230e-02,-2.616190468e-04,-5.098304898e-02,9.210695513e-03,-5.081696808e-02,-3.583604004e-03,1.971785165e-02,-7.975087315e-02,-1.155052613e-02,2.838558704e-02,-7.902915776e-02,-2.085152455e-02,3.532933071e-02,1.529612485e-02,-6.843408942e-02,1.338349098e-09,7.626066001e-09,-2.985293418e-02,-3.949862719e-02,3.355168551e-02,-2.227602154e-02,2.379566804e-02,-4.098949581e-02,3.906118125e-02,-6.229009479e-02,6.993591040e-02,2.031412162e-02,-2.940090746e-02,6.850663573e-03,-6.609906256e-02,-3.646711633e-02,5.603887141e-02,-7.171079516e-02,4.618236795e-02,1.506268532e-08,6.581063569e-02,-2.543846890e-02,2.224615775e-02,-1.444429532e-02,3.742573410e-02,-8.068025857e-02,4.352144152e-02,1.372025162e-02,-4.584767297e-02,3.162390292e-01,6.964399479e-03,-1.612810344e-01,2.264651209e-01,3.143021837e-02,7.277614623e-02,1.433857828e-01,4.956293479e-02,-6.772071868e-02,3.649437800e-02,1.922003776e-01,1.261630561e-02,-3.265428916e-02,-2.257865854e-02,-3.686267510e-02,1.004127264e-01,2.950162888e-01,-1.322143674e-01,9.492754936e-03,1.781209558e-02,-1.055985540e-01,-7.840096205e-02,-7.862915285e-03,-3.294090554e-02,-8.189499378e-02,-1.034169644e-01,-1.644642204e-01,2.205062360e-01,-3.591035679e-02,-2.177309245e-02,-3.730829339e-03,6.773718446e-02,4.587275982e-01,-7.830109447e-03,1.193751767e-01,1.064082980e-02,-2.760522626e-02,1.588847674e-02,2.450668067e-02,-2.504041605e-02,-5.052870605e-03,-1.413753331e-01,2.354257107e-01,-7.668625563e-03,-4.511914402e-02,-1.434741449e-02,7.919471711e-03,4.047952220e-02,2.001628727e-01,-2.374626696e-02,4.765714984e-03,7.351266686e-03,-1.295685023e-01,-1.486147288e-02,2.610253915e-02,-1.397556532e-02,-3.223562241e-02,6.748952903e-03,3.302239347e-03,-4.107524641e-03,9.809812158e-02,3.847241636e-09 +biases1 = -9.321422130e-02,-3.655323759e-02,-4.674134254e-01,-5.141574889e-02,-4.196583480e-02,-1.278106272e-01,-2.039549872e-02,-8.652175777e-03,-3.850986660e-01,1.451802818e-04,-1.113399994e-04,1.817114651e-01,-2.022915035e-01,-8.693995886e-03,3.139492869e-01,5.554249510e-02,1.372471899e-01,1.184193864e-01,-5.783214569e-01,-4.909582809e-02,-5.607206747e-02,-8.082338423e-02,1.314960122e-01,-1.762154326e-02,-1.079758722e-02,-4.564147443e-03,-3.002517915e-04,-9.908371139e-04,-9.857279062e-02,-8.672442436e-01,-1.153963059e-01,-1.850176416e-02 +weights2 = 9.702034295e-02,3.938967735e-02,3.594429493e-01,1.183807477e-01,-2.310907394e-01,-2.775626481e-01,6.180533208e-03,-1.317678243e-01,3.554919064e-01,-9.272821248e-03,2.936481033e-04,-1.550345570e-01,2.496691048e-01,4.886227101e-02,-1.645998210e-01,-5.475762859e-02,-7.834277302e-02,-2.530122399e-01,2.917184532e-01,-1.772138625e-01,5.106535926e-02,1.099653393e-01,-1.222098023e-01,-1.228959579e-02,5.283006933e-03,-2.758027427e-02,-4.744591657e-03,-6.144482177e-03,1.025004983e-01,6.417263150e-01,1.618524939e-01,-1.174778561e-03 +biases2 = -2.113208920e-01 diff --git a/params/D00104.001.txt b/params/D00104.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fefd812da294d5f3e3877753444030d964dd21e --- /dev/null +++ b/params/D00104.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.186020207e-02,1.488723792e-02,-9.565411508e-02,-1.179521605e-01,-1.655980572e-02,4.332698882e-02,3.194030002e-02,6.728982180e-02,2.803902375e-03,-2.974531651e-01,-9.742873162e-02,5.757950991e-02,-7.954873145e-02,-1.450081617e-01,1.943418384e-01,1.127922684e-01,-1.608909294e-02,-4.941426218e-02,1.680454426e-02,-1.432807595e-01,1.824255474e-02,-2.674912848e-02,-5.596860126e-02,-3.520116210e-02,-1.249519922e-02,1.543428302e-01,-1.233533863e-02,1.084135938e-02,5.950820167e-03,1.109469980e-01,-1.274220496e-01,-8.896604180e-02,-4.588272050e-02,-1.019548029e-01,9.460528940e-02,3.368154764e-01,9.652491659e-02,-5.146955326e-02,2.376133576e-03,-2.115027793e-02,8.198421448e-03,-3.515121713e-02,-2.719568461e-02,-9.223693609e-02,9.046044946e-02,-6.287999917e-03,-1.636919826e-01,-2.311837375e-01,-3.527240455e-02,-2.890106849e-02,1.396169607e-02,-3.733900562e-02,-1.045822203e-01,-3.470681608e-02,-1.557997894e-02,-5.407525226e-02,-9.692460299e-03,1.186730117e-01,1.471449435e-01,-9.344821796e-03,-3.421191499e-02,1.694924757e-02,-2.968103066e-02,1.082279161e-01,-3.059209511e-02,2.870149910e-01,-1.054827496e-01,-1.589073986e-01,-5.469358712e-02,-4.241087008e-03,3.211630881e-02,7.279870659e-02,8.365148678e-03,-4.291210324e-02,-9.346646070e-02,7.007732056e-03,-3.217905015e-02,-1.644151360e-01,-1.656232774e-01,-8.518654108e-02,-3.457285464e-02,-2.187012434e-01,1.044246256e-01,1.329623908e-01,-6.371202879e-03,-2.426923439e-02,-2.435854450e-02,-3.375034779e-02,-1.981402189e-02,1.979543455e-02,3.608096242e-01,-2.225475200e-02,8.530902117e-02,1.472323686e-01,-1.476313174e-01,-1.215975210e-01,-2.441214956e-02,-2.224643230e-01,-4.822304100e-02,-2.543838918e-01,1.592005640e-01,-2.748868987e-02,-2.622293122e-02,-1.566064358e-01,6.798609160e-03,1.466825157e-01,-1.609431207e-01,-4.262404144e-02,-7.079083938e-03,-3.311618418e-02,1.215909496e-01,5.623775348e-02,-1.935309544e-02,-1.114313584e-02,7.891540229e-02,3.187670112e-01,-1.046596989e-01,-1.329950802e-02,-1.881688647e-02,7.445120811e-02,-6.789908744e-03,-1.831812710e-01,-9.643995017e-02,2.465799451e-02,-6.355034560e-02,2.695256099e-02,6.504105777e-02,5.158115178e-02,-1.552787609e-02,-1.195242181e-01,-4.804638028e-02,9.150078148e-02,-1.507534236e-01,5.153257400e-02,5.943189561e-02,-1.303150952e-01,6.799821742e-03,2.416810393e-01,-8.764772862e-02,3.328157356e-03,1.265694648e-01,-1.705078185e-01,-1.608526111e-01,-1.415548474e-01,-5.834425241e-02,-3.073810637e-01,4.329073057e-02,-2.952552587e-02,5.124137923e-02,-6.772218645e-02,-1.984024048e-02,-3.298162669e-02,-1.932862587e-02,3.699402139e-02,-5.588376522e-02,-1.034250949e-02,-5.141989887e-02,1.486350745e-01,-1.432361752e-01,-1.055165902e-01,-3.992334753e-02,2.914375961e-01,-7.534489036e-02,-7.150256634e-02,1.423173100e-01,-3.902506456e-02,-3.221366927e-02,-1.864243113e-02,1.495992299e-02,-1.904944479e-01,7.630673051e-02,-2.973951958e-02,-4.189467058e-02,-6.445949525e-02,3.229630888e-01,3.065783679e-01,4.847631324e-03,-2.991417982e-02,1.096351445e-01,4.807519168e-02,-4.921903089e-02,-1.431079209e-02,-4.466197640e-02,1.386370212e-01,-1.402030978e-02,-1.480501443e-01,7.742878795e-02,3.429897828e-03,-5.065635964e-02,6.283782423e-02,-1.454464346e-01,-1.585980058e-01,-1.748848148e-02,-2.889789939e-01,7.479556650e-02,7.860924304e-02,-1.373648345e-01,3.043304011e-02,3.364630416e-02,-4.307826236e-02,6.762727629e-03,-6.742621958e-02,1.261954755e-01,-4.080236703e-02,-1.033239625e-02,-5.522713065e-02,4.236514866e-01,2.803424895e-01,-6.643488258e-02,-2.476928830e-01,-2.040493116e-02,-1.864013970e-01,7.849562913e-02,-6.900987774e-02,-2.830378339e-02,-4.031672701e-02,-1.009958982e-02,4.898098484e-02,-9.311424941e-02,-6.543356925e-02,8.315660059e-02,1.159631461e-01,-1.276988834e-01,-3.630198166e-02,-8.775488473e-03,5.961926579e-01,-4.742582794e-03,2.408072352e-02,1.015170589e-01,-4.039660841e-02,1.057214104e-03,8.705262095e-02,7.472654805e-03,-1.649530232e-01,-2.425019816e-02,9.985466488e-03,-6.150292233e-02,-6.381621212e-02,-2.018659860e-01,-2.167376429e-01,-1.633346453e-02,-2.251518220e-01,-1.988841593e-02,1.221625581e-01,-4.914251715e-02,9.277176112e-03,-4.364283755e-02,-4.692108929e-02,-1.544848830e-02,1.235852912e-01,1.265227795e-03,6.303229928e-02,-2.888407931e-02,-2.012404241e-02,-2.205932587e-01,-1.261928976e-01,-1.266023796e-02,6.234819889e-01,4.605581984e-02,8.688613027e-02,-1.039795950e-01,-1.551013067e-02,5.766361579e-02,1.363607198e-01,8.929344825e-03,1.213379856e-02,6.323722750e-02,-1.635740884e-02,-2.664865367e-02,1.045026071e-02,-1.361341923e-01,-1.625336856e-01,-4.793927073e-02,-1.847487092e-01,-2.250801958e-02,-2.043552399e-01,6.606940925e-02,-5.868588015e-02,-1.659358665e-02,-5.411905237e-03,-1.892101951e-02,-4.128802940e-02,-1.196067110e-01,-5.732416734e-02,4.543494806e-02,6.290205568e-02,-1.139899492e-01,-1.121505573e-01,-1.653264463e-02,-2.810589671e-01,-2.899545431e-02,8.084550500e-02,1.950390637e-02,1.049245242e-02,-4.985308275e-02,-2.159469202e-02,-4.193931818e-03,-5.318963900e-03,1.237218156e-01,1.200129539e-01,-1.132757775e-02,-9.185487032e-02,-5.018620193e-02,1.055467874e-01,-3.169640526e-02,-3.230407834e-01,3.518063203e-02,7.520978153e-02,1.173038315e-02,-6.019575521e-03,-2.830887213e-02,-1.525747180e-01,2.817393979e-03,-2.531793900e-02,-5.707946047e-02,-7.937350869e-02,-2.477616817e-02,-4.938580096e-03,1.736093163e-01,7.020463049e-02,-3.566916659e-02,-2.487591207e-01,1.909846514e-01,6.230873987e-02,-5.416527390e-03,1.794551164e-01,1.981924474e-02,-3.066023067e-02,7.982340641e-03,-1.918526366e-02,7.592996955e-02,2.030923516e-01,-1.506362949e-02,6.245628744e-02,-2.524116449e-02,1.506046951e-01,-2.055618539e-02,-2.030892074e-01,1.548646134e-03,-8.081409335e-02,2.244686335e-02,-1.510165334e-01,-3.172979131e-02,2.921077237e-02,-9.402591735e-03,-1.620694809e-02,-9.899043292e-02,-2.870825492e-02,1.910307631e-02,2.136728913e-02,-2.363643050e-01,-5.764055625e-02,-3.227170184e-02,7.684435695e-02,-1.936931461e-01,-1.570077240e-02,-4.305512086e-02,-1.562623531e-01,-3.518786654e-02,-8.090943843e-02,-1.410306548e-03,-1.048374362e-02,8.089868724e-02,-9.919846803e-02,-3.045162372e-02,-1.135418564e-01,8.662236482e-02,-1.287556589e-01,-2.039040253e-02,2.096394747e-01,3.079235554e-02,7.259412110e-02,1.937066019e-02,5.829184875e-02,9.806117043e-03,3.916698694e-02,-8.684584871e-03,-1.359563973e-02,-4.759202898e-02,-1.083993912e-01,9.313948452e-03,6.377554033e-03,4.845023900e-02,-6.326086819e-02,-8.742986247e-03,1.863294393e-01,2.056196481e-01,1.101889685e-01,-3.999504447e-02,-1.179878861e-01,-4.940927774e-02,-5.968047306e-02,8.975564502e-03,8.694793098e-03,8.728867024e-02,-4.769200459e-02,-1.445199549e-02,8.577746153e-02,5.304643139e-02,1.725782640e-02,-1.880082116e-02,-2.852333188e-01,-6.933714449e-02,-6.894347817e-02,-6.528949831e-03,-8.668898791e-02,-4.249599203e-02,-3.309136257e-02,4.475822207e-03,1.374856289e-02,-1.553761959e-01,3.550750762e-02,1.181834005e-02,1.311117969e-02,-1.418873817e-01,-6.018339097e-02,-5.601880699e-02,-7.428465784e-02,-1.272353679e-01,-6.012967229e-02,2.349051647e-02,1.754253209e-01,4.249468818e-02,4.313085228e-02,-8.498566225e-03,-1.648951694e-02,1.505339742e-01,-8.642113954e-02,1.926108822e-02,-1.874786466e-01,2.120071463e-02,-5.984936282e-02,-2.544442378e-02,7.741949055e-03,2.066060528e-02,5.757096037e-02,1.675533131e-02,-4.028394818e-02,1.209808607e-02,6.545903161e-03,-1.639534906e-02,-6.557858735e-02,-7.224179059e-02,6.521973759e-02,-3.412309289e-02,6.539377570e-02,-5.888107792e-02,3.682098584e-03,-3.433022648e-02,1.459336281e-01,1.723759174e-01,1.372726858e-01,-5.723974481e-02,-7.003262639e-02,-6.286774576e-02,1.073803380e-01,2.161197737e-02,7.956794649e-02,8.053655177e-02,1.120285597e-02,-9.205617011e-03,8.475280553e-02,3.054287657e-02,1.409676857e-02,-4.686317872e-03,-2.792256474e-01,-9.543533623e-02,-1.709173769e-01,-8.232447319e-03,-8.303974569e-02,-4.385157302e-02,-4.855908826e-02,-1.561499317e-03,6.577088032e-03,-1.491277516e-01,-4.257258773e-02,1.659979485e-02,-1.449318416e-02,-7.535449415e-02,-1.148328409e-01,-4.778274521e-02,-4.896121100e-02,-1.220564768e-01,4.493470490e-02,-4.479587823e-02,2.007453442e-01,1.751551330e-01,-8.793854155e-03,-1.229279209e-02,-5.636842549e-02,1.366921514e-01,-1.092791092e-02,5.225589499e-03,-1.522993147e-01,8.007129654e-03,1.874369197e-02,-2.196765319e-02,1.687778346e-02,7.461934537e-02,2.724708244e-02,1.038559899e-01,-1.172282323e-01,-1.055604666e-01,-9.320092946e-02,-1.907201484e-02,-8.920197934e-02,-5.804915726e-02,9.042118676e-03,-2.990408055e-02,5.860814452e-02,-8.968007565e-02,-1.699425280e-02,6.250181049e-02,1.129973456e-01,2.360158861e-01,1.119228825e-01,1.431376189e-01,3.357251287e-01,2.375462055e-01,-1.311855577e-02,-1.533832401e-02,1.976552978e-02,8.449044824e-02,4.051670060e-02,2.250885218e-02,-2.453722525e-03,1.281376369e-02,4.770903382e-03,-3.602332994e-02,-2.781387269e-01,-9.737427533e-02,-1.658923328e-01,8.186831325e-02,-1.331303567e-01,-8.549654484e-02,4.206689820e-02,-8.080934174e-03,-1.258462667e-02,-1.740679294e-01,-7.852137834e-02,5.067896564e-03,4.160584509e-02,-7.707364857e-02,-4.287806526e-02,-1.428177357e-01,1.219515502e-02,6.802824140e-02,4.095975310e-03,-1.690099984e-01,-1.279571056e-01,-1.156095639e-01,-2.675932273e-02,1.041551121e-02,-7.440958172e-02,1.481583863e-01,1.938057877e-02,-3.258152679e-02,-2.392043322e-01,-3.517729463e-03,-9.618078172e-02,7.386680692e-03,-1.261236891e-02,-1.770919412e-01,8.846060932e-02,-6.231150404e-02,-1.442955285e-01,-7.366377115e-02,-4.540918022e-02,1.730451710e-03,7.453309372e-03,-4.838423431e-02,-1.440745033e-02,-1.234703418e-02,1.766512394e-01,-5.878207460e-02,3.544513136e-02,1.039910018e-01,6.963566691e-02,-3.486736491e-02,1.159795895e-01,-4.922149330e-02,-5.469692498e-02,-4.075387865e-02,2.744706720e-02,-7.350321393e-03,8.000443876e-02,6.610279530e-02,9.644511156e-03,3.197296057e-03,1.711474061e-01,-1.964942552e-02,1.616642252e-02,-1.156930700e-01,-1.918650120e-01,-2.164471596e-01,-1.063876897e-01,-9.295776486e-02,8.537875861e-02,8.538085222e-02,1.862187870e-02,-1.124663861e-03,-5.671229959e-02,-1.683205366e-01,-8.340550121e-04,-4.264997318e-03,2.082587918e-03,1.503354963e-02,-7.361411303e-02,7.949483581e-03,3.131572530e-02,2.485023439e-01,6.799704861e-03,1.062451005e-01,-1.459285617e-01,-7.153205574e-02,9.458635934e-03,2.425850369e-02,-3.860829771e-02,1.243595704e-01,-1.047860645e-02,1.816895418e-02,-2.394751012e-01,1.934732199e-01,3.111808375e-02,-1.052784920e-01,-7.463398576e-02,3.238094598e-02,2.212762274e-02,2.953918092e-02,4.542744905e-02,-1.025029551e-02,-9.869069606e-02,-2.694817074e-02,-4.433608428e-02,-1.193660684e-02,-3.127512708e-02,-3.434156254e-02,4.279334843e-02,-3.155352771e-01,-7.291097194e-02,1.071164235e-01,1.990980841e-02,-1.748698018e-02,1.570352316e-01,-1.129213795e-01,1.281219255e-02,6.635174900e-02,2.291033790e-02,1.464576554e-02,-2.022036910e-02,7.581444085e-02,1.061583683e-02,3.880923614e-03,1.565088630e-01,-3.021721169e-02,-3.722118586e-02,-2.309925854e-01,-1.085139215e-01,-1.892641783e-01,-1.926805973e-01,-3.034275025e-02,-5.755879357e-02,1.404389460e-02,3.577712923e-02,-2.469817875e-03,1.302218810e-02,-1.440840513e-01,-9.873025119e-04,-3.394054249e-03,-1.077848449e-01,9.730306268e-02,7.515039295e-02,1.034738049e-01,-2.547976375e-02,-4.484599456e-02,3.437531367e-02,2.769446932e-02,2.182932571e-02,-2.486835979e-02,-8.687938005e-02,-1.442122087e-02,2.188832499e-03,1.034971327e-01,-1.560746133e-02,-2.254334278e-02,-7.871175557e-02,-1.349757910e-01,2.537572384e-02,-8.881047368e-02,-5.133742839e-02,2.810683250e-01,3.987197578e-02,1.090931073e-01,-4.687700793e-02,-9.268077463e-02,-1.475633029e-02,-9.122101590e-03,-5.458856747e-02,-2.507800981e-02,-2.708822489e-02,4.842512310e-03,6.760087796e-03,-5.859174207e-02,-1.623368710e-01,-1.278819740e-01,3.120791353e-02,1.367035657e-01,1.253043860e-01,1.290361881e-01,-4.916288704e-02,-9.660193697e-03,2.192323655e-02,-3.534236550e-02,-7.219070196e-02,7.030441612e-02,-6.797539536e-03,-2.724949270e-02,-1.563223451e-01,2.833351027e-03,-2.364763059e-02,-1.846977472e-01,-1.767444760e-01,2.962566679e-03,-1.697244048e-01,-6.859061122e-02,-1.323182322e-02,7.324498147e-02,-8.346547186e-02,-2.015290037e-02,1.993228495e-02,-1.321182847e-01,-5.318734422e-02,2.639485756e-03,5.377476290e-02,-1.476633549e-01,4.848064855e-03,3.652311563e-01,7.780838013e-02,-1.526699662e-01,-4.357452039e-03,-9.687791765e-02,6.741052121e-02,-5.429090932e-02,3.345461190e-02,4.996369407e-02,-1.753003150e-02,6.722249091e-02,1.839173026e-02,6.313578039e-02,-3.075378202e-02,-1.249723695e-02,-1.283170283e-01,-1.616800576e-01,-9.770632535e-02,4.250916094e-02,8.741482347e-02,2.982092090e-02,-7.466480881e-02,-4.650332779e-02,-1.527675427e-02,-6.137017626e-03,1.024209242e-02,4.770895466e-03,8.688469417e-03,-5.586034432e-02,1.099621952e-01,3.072290309e-02,4.796588048e-02,3.934024572e-01,-5.491995439e-02,1.277825534e-01,9.413043410e-02,-4.895547032e-02,2.716330811e-02,1.574333198e-02,-4.599494487e-02,7.621718198e-02,-7.091550529e-02,6.698913127e-02,-1.189889759e-01,-6.653164327e-02,1.706094444e-01,5.339767784e-03,-1.030233875e-01,-1.198660359e-01,6.115252897e-02,-5.588929728e-02,-9.280450642e-02,2.541908249e-02,-3.391785920e-02,-5.619626865e-02,2.213520231e-03,-2.054565772e-02,-4.777376354e-02,-9.416348487e-02,-7.900267839e-03,4.474607110e-02,-7.532367110e-02,-9.210103005e-02,-1.743564941e-02,-1.880220622e-01,3.433137760e-02,1.582578942e-02,-4.096177220e-02,-6.132798642e-02,6.595435739e-02,-1.297969022e-03,-2.790454216e-02,-2.986709401e-02,8.236262947e-02,2.465788275e-02,7.186819613e-02,2.599111199e-02,-1.171054915e-01,6.601449847e-02,6.970136613e-02,-1.946239620e-01,-2.058693469e-01,-5.835575238e-02,7.817529887e-02,7.846757025e-02,-1.287808418e-01,4.344908055e-03,2.861052752e-02,-3.730096295e-02,-2.342829667e-02,1.255587488e-02,2.188983932e-02,-2.154133283e-02,-1.735408441e-03,-1.061184853e-01,-4.834562540e-02,-1.392497420e-01,3.204601258e-02,9.813787043e-02,1.535170823e-01,1.205807272e-02,-6.012110785e-02,-8.814379573e-02,-5.612498522e-02,-2.381983399e-02,-2.315112948e-01,4.160349071e-02,-1.767908409e-02,-9.377118945e-02,3.562268615e-02,-2.817050368e-02,-4.004739970e-02,1.682941057e-02,-1.437398884e-02,-1.720345616e-01,-1.523941606e-01,2.238681354e-02,1.101969630e-01,-2.693528496e-02,-5.542749539e-02,9.193573147e-03,2.800654806e-02,-8.416315168e-02,-3.897943720e-02,4.612917453e-02,-9.662546217e-02,9.222423285e-02,1.284256428e-01,-2.903818190e-01,-8.031804115e-02,1.071405709e-01,-2.675196715e-02,-3.172286227e-02,-2.947960235e-02,9.696513414e-02,1.404368132e-01,-3.631220385e-02,1.463105530e-01,1.620279066e-02,1.213659197e-01,7.826046646e-02,1.986183040e-02,-1.392320096e-01,1.208951604e-02,3.036013842e-01,-1.028108075e-01,-3.502961015e-03,6.432131678e-02,-9.043177590e-03,-8.999258280e-02,-1.893506572e-02,-7.221732289e-02,3.958819807e-02,-2.338206396e-03,3.663012758e-02,-9.797570109e-02,-4.802355170e-02,1.787364110e-02,-5.144716427e-02,-1.994813234e-01,-4.399062693e-02,-1.098194998e-02,5.728719011e-02,1.134272665e-01,1.186806057e-02,2.879739180e-02,-9.450938553e-02,-1.168046296e-01,-9.484392591e-03,-2.139101923e-01,7.518900931e-02,-1.159576774e-01,-8.300154656e-02,-4.881970212e-02,-3.488577530e-02,-1.283528209e-01,-2.532041967e-01,-1.473494321e-01,-1.376632154e-01,-1.137777418e-01,-1.934412494e-02,-4.337193072e-02,1.185832843e-01,8.433116227e-02,-3.201524913e-02,1.710336655e-01,-3.442334011e-02,2.669845819e-01,6.833349168e-02,-5.672299117e-02,-1.070471033e-01,4.338008910e-02,1.234319657e-01,2.963226661e-02,9.765174985e-02,-2.372175641e-02,3.783066757e-03,-1.106171981e-01,3.880358860e-02,2.125607431e-01,-1.302340813e-02,2.208838165e-01,-1.894426905e-02,-7.421038300e-02,2.320558950e-02,4.102616757e-02,8.345925808e-02,-2.866138332e-02,6.451021880e-02,-3.664428741e-02,1.221976336e-02,6.242316589e-02,-2.541710855e-03,5.553845316e-02,-1.002422050e-01,-2.233366817e-01,4.333889484e-02,-2.375963628e-01,-1.153329760e-02,-1.097248122e-01,-2.583038434e-02,4.118216783e-02,-6.810718030e-02,1.460927632e-02,2.104917541e-02,4.356237873e-02,7.982675731e-02,6.610708684e-02,3.673715517e-02,-1.479943842e-02,-6.413932145e-02,-1.836375445e-01,-2.653176431e-03,-3.361153007e-01,8.434187621e-02,7.147629559e-02,-4.146761075e-02,9.505844861e-02,1.939743198e-02,-9.042227268e-02,-9.597451985e-02,-4.216523841e-02,-1.296416670e-01,-5.871006474e-02,-4.103404656e-02,-1.756135374e-02,1.252054125e-01,3.165661693e-01,-3.324579448e-02,2.335368246e-01,-7.170087844e-02,1.349841617e-02,1.865516999e-03,-1.166467592e-01,4.531682655e-02,-3.710357472e-02,2.317769825e-02,-8.181402087e-02,1.673030108e-02,1.278869156e-02,-1.977115124e-02,2.663113875e-03,-9.004414827e-02,-3.348303214e-02,4.937135801e-02,1.111127585e-01,-9.746958502e-03,-1.052828878e-01,1.838391647e-02,-7.425282151e-02,-3.199747205e-02,-1.613694057e-02,-5.715280399e-02,-8.504489809e-02,6.270166487e-02,1.836986467e-02,1.757063717e-02,-3.987056389e-02,-8.342000656e-03,-1.426125467e-01,-2.510039322e-02,-6.831026822e-02,7.317565847e-03,-1.301427837e-02,3.749466734e-03,7.227132469e-02,-1.593980640e-01,4.447271302e-02 +thresholds = -4.361800849e-01,-6.616665125e-01,1.185134128e-01,1.540644020e-01,-2.555857040e-02,-2.785635293e-01,-1.490635425e-01,-1.726860702e-01,-4.552330077e-02,-2.387076616e-01,4.042783007e-02,-1.325424463e-01,-6.942246109e-02,-9.373597056e-02,-5.063624978e-01,-3.962623179e-01 +weights1 = -3.435788676e-03,8.432243019e-02,3.449328477e-03,9.330484271e-02,1.349422932e-01,1.928396970e-01,4.268855322e-03,-1.029787934e-03,-1.382355811e-03,3.376691893e-04,5.522505380e-03,-3.440200351e-03,-1.429908723e-01,-3.295797622e-03,-1.248411572e-04,-3.396195592e-03,4.619711265e-02,4.478252232e-01,2.083050553e-03,-3.886062186e-04,-1.613619272e-03,2.381373942e-02,-1.619145973e-03,2.861339450e-01,-2.923988504e-04,-8.137931000e-04,-2.590382397e-01,4.873210192e-02,1.044265367e-02,1.731017977e-01,-1.894426532e-02,-2.292294230e-04,-1.657720306e-03,6.816885900e-03,-2.811866580e-03,8.192858659e-03,1.041944418e-02,1.766557805e-02,-2.882448607e-04,3.228650196e-03,-1.236474374e-03,-4.936116282e-03,1.592818880e-03,-5.097236019e-03,-1.882180013e-02,-1.310828608e-03,1.047466183e-03,1.491294359e-03,5.476219580e-03,3.922685608e-02,-3.520395141e-03,8.546963218e-04,8.957724785e-04,3.206701484e-03,-3.215458244e-03,2.713036351e-02,3.530735150e-03,8.403477259e-04,-3.013362922e-02,6.854102015e-03,-1.716902014e-03,1.694940031e-02,1.967455028e-04,1.159351901e-03,2.399139572e-03,2.101107836e-01,2.027278300e-03,2.324523628e-01,3.377908766e-01,2.031235248e-01,-2.545735799e-03,8.897390217e-04,-3.455165541e-03,3.532673873e-05,1.345189812e-04,1.877009985e-03,-7.340074331e-02,5.225084256e-03,-9.514531121e-04,1.975695603e-03,5.164568499e-02,7.948756218e-01,-1.298560761e-03,-7.311297813e-04,1.101949834e-03,6.543123722e-02,-1.068766415e-02,2.729407251e-01,1.182368142e-04,-1.279593911e-03,-1.320258826e-01,5.820450559e-02,2.418027632e-02,1.853389293e-01,-8.039172739e-03,3.132090904e-03,7.645610604e-04,1.497547887e-02,2.921318810e-04,1.977493428e-02,2.724837698e-02,2.951294743e-02,-4.640900879e-04,-1.352654304e-03,-1.791471965e-03,-5.811004085e-04,-1.573941321e-03,-4.137232900e-03,-2.077000402e-02,-2.400046069e-04,-2.757873619e-03,1.572899171e-03,5.602740683e-03,7.880119234e-02,2.856306965e-03,3.175170626e-03,8.747057291e-04,7.397433743e-03,-1.476753619e-03,3.611708060e-02,3.361022333e-03,4.765947961e-05,-3.574870527e-02,1.090619806e-02,2.387521090e-03,2.135693468e-02,-3.771064105e-03,2.890919102e-03,8.508397732e-04,-9.443721920e-02,-2.124340041e-03,-1.048110500e-01,-1.576807350e-01,-8.049378544e-02,1.537051285e-04,-1.831089030e-03,-8.920143591e-04,-2.069740556e-03,1.703367336e-03,-3.401100636e-03,9.796828032e-02,-2.766247489e-04,-2.178991912e-03,1.135980478e-03,-1.212623622e-02,-3.436280787e-01,-1.358705224e-03,3.566382802e-04,-3.942774609e-03,-2.977134474e-02,3.879212542e-03,-8.578525484e-02,-7.884282968e-04,6.129904650e-04,1.778548360e-01,-1.397221722e-02,-1.350650936e-02,-6.760022789e-02,1.407700218e-02,5.521102808e-03,2.669043606e-04,-4.015681520e-02,1.609731844e-04,-4.215862975e-02,-6.505115330e-02,-7.438263297e-02,1.613753499e-03,-2.626942238e-03,1.654344611e-03,2.391424729e-03,-2.200721763e-03,1.046706806e-03,1.163350418e-01,3.912026878e-04,-2.187646460e-03,7.064914098e-04,-1.618593931e-02,-1.759356707e-01,-6.802504504e-05,-2.274215454e-03,-7.954956964e-04,-1.363792177e-02,5.556626711e-04,-1.041732803e-01,-1.674522173e-05,3.230222268e-03,2.063988894e-01,-1.740704291e-02,-1.298269024e-03,-6.847280264e-02,1.317431312e-02,3.214793280e-03,-3.261314705e-03,-9.661214054e-02,2.060414554e-04,-1.122109219e-01,-1.607980728e-01,-7.261526585e-02,-7.750606164e-04,-1.498950645e-03,-1.496151090e-03,8.454150520e-04,3.987627104e-03,-1.698373118e-03,1.214902326e-01,1.996027713e-04,-1.788358786e-03,-1.899267896e-03,-1.194269769e-02,-3.589760661e-01,-2.162919147e-03,1.451912220e-03,-1.517398414e-05,-3.289040923e-02,-2.196937334e-03,-8.273082227e-02,-1.306946040e-03,1.822584600e-04,2.175242752e-01,-1.826517098e-02,-1.067020744e-02,-5.594434589e-02,1.128058042e-02,3.296050476e-03,2.977427794e-04,-3.339294717e-02,1.175315119e-03,-3.643774614e-02,-5.262252688e-02,-9.697581828e-02,8.559660637e-04,2.859045984e-03,3.194349352e-03,-7.077870541e-04,1.122525427e-03,-5.349869840e-03,1.514333040e-01,8.050133474e-04,4.494669556e-04,-2.111963229e-03,-2.277255058e-02,-1.506340355e-01,7.405619253e-04,-1.581621473e-03,2.258521738e-03,-1.033142675e-02,-5.409499630e-03,-1.444690824e-01,-8.879461675e-04,-4.325589165e-03,2.682552934e-01,-3.235991672e-02,-6.779739168e-03,-8.599121869e-02,1.984165795e-02,-5.637526512e-03,-2.658741549e-03,-3.992102668e-02,4.513390595e-04,-4.810975865e-02,-6.966497749e-02,-1.082707718e-01,1.130281016e-03,-5.480145104e-03,-3.554417926e-04,4.570492543e-03,-5.819718819e-03,3.860033466e-04,1.452374458e-01,-2.645914501e-04,1.350510167e-03,1.988831536e-05,-2.220250480e-02,-2.358500361e-01,8.809689316e-04,-5.590858636e-04,-1.872118330e-03,-1.030629966e-02,-6.682542153e-03,-1.462028772e-01,-4.396607168e-03,5.473591154e-04,2.579076588e-01,-2.977715991e-02,-6.457902025e-03,-9.183362126e-02,2.164402418e-02,-2.108066838e-04,-3.887800267e-03,-1.923772506e-03,4.688966146e-04,-1.566048246e-03,-1.904691220e-03,6.782376673e-03,-3.491279902e-03,4.089782888e-04,-2.894474892e-03,-3.862920916e-03,-3.488726448e-03,-5.176919978e-03,-3.137744498e-03,5.204856279e-04,1.434232458e-03,-1.110632089e-03,3.351746826e-03,4.704144783e-03,-2.123330341e-04,-3.597727045e-04,2.430375200e-03,3.443369176e-03,-4.599881140e-05,1.295090467e-02,-9.569179383e-04,-7.593854680e-04,-7.378077600e-03,3.349243663e-03,-1.020342926e-03,9.701392613e-03,5.392811363e-05,-3.709737503e-04,4.266418051e-03,6.403061002e-02,-7.477193139e-04,7.706573606e-02,1.061278507e-01,1.443587095e-01,-1.131071942e-03,1.655918430e-03,2.821883420e-03,-2.576199360e-03,-1.115952618e-04,1.070900355e-03,-1.188424528e-01,4.128457222e-04,-2.645455999e-03,2.918700688e-03,3.573757410e-02,3.254768550e-01,-2.522664610e-03,-1.448654686e-03,1.056913403e-03,2.197971568e-02,3.864395898e-03,2.065477073e-01,-3.618855495e-03,1.501784660e-03,-2.152614146e-01,3.977831081e-02,6.627052557e-03,1.276551485e-01,-1.693243720e-02,4.534430336e-03,4.846538883e-03,4.813982639e-03,-2.374033102e-05,3.439142369e-03,6.004647352e-03,8.682202548e-03,-2.429302083e-03,6.567064556e-04,-2.117148368e-03,8.763743972e-05,-1.239501289e-03,-9.358809621e-05,-1.250627078e-02,1.222299412e-03,-2.291342942e-03,-7.584000705e-04,1.454536221e-03,1.066106744e-02,-1.562199555e-03,-3.077021567e-03,1.166746137e-03,-5.276426673e-03,2.449846826e-03,1.449343096e-02,3.551873961e-04,2.500877250e-03,-1.803904772e-02,-2.734270238e-04,-6.528229569e-04,4.827514291e-03,-2.190505853e-03,-2.493562177e-03,1.742618624e-03,2.880333178e-02,-2.038174076e-03,3.461970389e-02,5.160395801e-02,1.144587472e-01,-2.177400747e-03,-3.128215903e-03,2.297084313e-03,2.762213117e-03,1.193875913e-03,-3.350039478e-03,-1.228312403e-01,5.499596955e-05,-2.492544241e-03,4.417701566e-04,2.591966838e-02,1.749442220e-01,1.126724877e-03,-3.299038857e-03,3.159672488e-03,7.453828119e-03,-1.331263684e-05,1.778464317e-01,-3.325742437e-03,5.497115781e-04,-2.189250141e-01,3.583285585e-02,4.787975922e-03,1.011107415e-01,-1.524895895e-02,2.271961188e-03,-2.808393212e-03,-1.644253731e-03,-7.281771395e-04,3.921160009e-03,2.939396072e-03,1.275326218e-02,2.407162916e-03,3.106514923e-03,4.343320150e-03,-3.959235328e-04,-1.595620415e-03,-1.971071353e-03,-1.466997247e-02,-2.786662895e-03,1.259752666e-03,2.542136703e-03,1.691705664e-03,1.340460498e-02,-2.635000972e-03,6.911897566e-03,-7.067158003e-04,7.662676508e-04,1.500052982e-03,1.664707437e-02,-1.827346394e-03,1.902976655e-03,-1.966892742e-02,9.578770841e-04,3.445900045e-03,1.302575576e-03,5.199622246e-04,-1.583969919e-03,9.035552503e-04,5.227878317e-02,-4.031244200e-03,6.009368598e-02,9.123118967e-02,1.283235401e-01,-2.903819317e-03,6.286747521e-04,-2.608394716e-03,-6.736071664e-04,1.921752817e-03,3.611485939e-03,-1.228714734e-01,-3.765888512e-03,-1.207345413e-04,-3.085126635e-03,3.196204454e-02,2.953997254e-01,-8.209054358e-04,2.625567606e-03,3.130203346e-03,1.723304950e-02,-1.298241550e-03,1.907289773e-01,1.928311889e-03,-6.382821593e-04,-2.170094252e-01,3.758537769e-02,7.285763044e-03,1.087498590e-01,-1.472348347e-02,1.970032696e-03,1.289486885e-03,1.521130931e-02,-1.765186200e-03,1.187461615e-02,1.337337960e-02,1.983350515e-02,-3.640790004e-03,-2.066594316e-03,1.207615598e-03,-1.454298617e-03,1.074535539e-03,8.792931330e-04,-2.219012752e-02,-3.634139895e-03,3.645892255e-03,-1.350119244e-03,6.724300794e-03,4.009898752e-02,4.219307739e-04,-2.601119457e-03,-3.449086566e-03,6.231124979e-03,5.768834380e-04,2.940963581e-02,1.546031679e-03,2.011865872e-04,-4.153281823e-02,7.491601165e-03,3.695893101e-03,2.052922547e-02,-2.539025387e-03,9.478373686e-04,-2.111513168e-03,6.288208999e-03,8.627028437e-04,1.038848981e-02,1.266291272e-02,4.189437628e-02,-1.702883281e-03,1.573894173e-03,-4.236258101e-03,5.378414062e-04,5.081386771e-03,-1.873999368e-03,-3.489123285e-02,5.067614838e-04,1.141703571e-03,-3.808372887e-03,1.644698158e-02,6.688551605e-02,-1.075737295e-03,1.429206342e-03,-6.134918891e-03,2.147698542e-03,-1.482284279e-03,6.716603041e-02,-1.892305794e-03,-4.021550063e-03,-6.832524389e-02,1.291206013e-02,8.325499948e-04,3.384653851e-02,-5.778798833e-03,-2.978207485e-04,-3.177156439e-03,-2.444639569e-03,-1.393501647e-03,-4.723225255e-03,-2.096422249e-03,4.024094902e-03,-5.824817927e-04,-1.378996996e-03,-1.738876919e-03,1.027670587e-04,3.028064035e-03,3.346300684e-03,-1.776595251e-03,7.963894750e-04,1.616453286e-03,-3.907509614e-03,-4.928530660e-03,-4.743099562e-04,2.341491170e-03,4.030780401e-04,2.907719230e-03,3.601617878e-03,-2.686809283e-03,2.386678243e-03,9.946242062e-05,-4.454536829e-04,-7.646586746e-04,1.204858068e-03,-7.450405974e-05,1.700911904e-03,2.043270273e-03,1.852002693e-03,2.945233835e-03,8.071593195e-02,2.609457355e-03,8.929371089e-02,1.268974543e-01,1.414675117e-01,-2.290960168e-03,1.754519064e-03,-3.370989580e-03,2.358508762e-03,-2.074402990e-03,1.664773677e-03,-1.010735780e-01,-1.055225497e-03,-2.540818183e-03,-1.091547543e-03,3.202874213e-02,3.966735899e-01,-5.018457305e-03,3.454511461e-04,-2.877335530e-03,2.679095045e-02,-4.495008849e-03,2.034233212e-01,3.975901753e-03,-1.414095284e-03,-1.805667877e-01,3.917583451e-02,7.957971655e-03,1.163133085e-01,-1.177580282e-02,-6.055505364e-04,-5.070067011e-03,1.869155280e-02,-3.033124842e-03,1.795200817e-02,2.454278618e-02,3.215150163e-02,1.866164617e-03,2.374915639e-03,-7.151840837e-04,2.616851358e-03,1.077565365e-03,-2.839583205e-03,-2.518973500e-02,7.294846000e-04,-2.167967614e-03,1.960482216e-03,1.025473420e-02,8.237845451e-02,-4.776358139e-03,-1.920422190e-03,1.827260247e-03,5.862069316e-03,-6.098570520e-05,5.040007830e-02,-2.026967239e-03,3.897055751e-03,-5.351096019e-02,3.680874826e-03,4.554151557e-03,2.796945721e-02,-7.010644302e-03,-1.589191495e-03,-1.888545929e-03,-1.073372364e-01,-3.644803306e-03,-1.224620864e-01,-1.702943146e-01,-1.159735098e-01,-5.301346755e-05,-1.714506536e-03,-1.754073659e-03,3.054220288e-04,3.109914251e-04,3.021951765e-03,8.489946276e-02,1.332970452e-03,-2.288771560e-03,-2.695746720e-03,-1.364762243e-02,-4.884606898e-01,1.819442114e-04,-1.519065117e-03,9.869920323e-04,-3.287450224e-02,2.208013757e-04,-1.263358146e-01,-1.342260861e-03,-9.969685925e-04,1.590062529e-01,-1.652409136e-02,-8.986982517e-03,-9.266818315e-02,1.129427087e-02,3.939626273e-03,6.829701306e-05,-2.913561836e-02,-1.592425397e-03,-3.105166741e-02,-4.410320148e-02,-8.497687057e-03,1.381104463e-03,2.483187709e-04,-2.450088272e-03,-2.695200033e-03,1.476926613e-03,1.717072795e-03,1.169841085e-02,-5.990942009e-04,1.022220124e-03,-2.559431596e-04,4.337284714e-03,-9.797496349e-02,2.127981046e-03,-1.344308374e-03,4.192924593e-03,-8.250894956e-03,6.245309487e-04,-6.026590709e-04,3.220866900e-03,-4.627997114e-04,2.505793609e-02,1.605938538e-03,-2.892854623e-03,-5.273167510e-03,7.218048908e-03,-1.087094075e-03,-1.362310257e-03,4.057905078e-02,3.986141179e-03,4.660952464e-02,6.821876019e-02,1.172289401e-01,-2.774716588e-03,-3.201060928e-03,-1.976563362e-03,-1.817321405e-03,-2.824303694e-03,1.096933149e-03,-1.083704084e-01,-7.325249026e-04,9.723217227e-04,3.147520591e-03,1.976819709e-02,2.610309720e-01,1.010279055e-03,4.271153826e-03,-2.833097242e-03,1.111673284e-02,-2.625769936e-03,1.674268544e-01,2.635666751e-04,4.297667474e-04,-1.989695877e-01,3.277739510e-02,3.943730146e-03,9.642001987e-02,-1.323510427e-02,2.151532099e-03,2.072933130e-03,1.098709297e-03,-1.694946317e-03,3.845440689e-03,3.208194161e-03,2.557422500e-03,-4.085783847e-03,-3.016404109e-03,1.708856085e-03,-3.700992966e-04,-1.304789475e-04,6.567277014e-03,-6.511565298e-03,-2.651331713e-03,2.857364016e-04,1.527990797e-03,1.463176450e-03,1.168674976e-02,-9.474200779e-04,-2.388396533e-03,2.697725547e-03,-7.094047032e-04,1.103835064e-03,5.109741818e-03,-4.127651453e-03,-1.826920197e-03,-9.835648350e-03,3.933202010e-03,2.234729473e-04,7.127749268e-03,-3.704355098e-03,-1.672279672e-03,4.034602025e-04,2.203583159e-02,1.600916032e-03,2.433316596e-02,3.077145107e-02,7.733887434e-02,9.900238365e-04,1.581364544e-03,8.298820467e-04,4.435263108e-03,-2.455589361e-03,-2.860862529e-03,-8.676113188e-02,1.872938476e-03,1.073739957e-03,-7.762066089e-04,2.160921507e-02,1.310031712e-01,-1.570840599e-03,3.539601574e-03,-4.212327767e-04,7.253106683e-03,3.783849999e-03,1.227500960e-01,-2.600583946e-03,-1.678233821e-04,-1.571976244e-01,2.257139981e-02,1.000492368e-03,6.493102759e-02,-1.206430234e-02,2.224757336e-03,-7.077875780e-04,-2.694242401e-03,2.191573381e-03,5.886643659e-03,4.461543635e-03,7.182127796e-03,-2.334814519e-03,2.336151432e-03,-5.011062138e-03,-2.131050685e-03,-2.291714540e-03,1.970999874e-03,-5.599890836e-03,-4.484530073e-03,-3.696280299e-03,9.495278355e-04,1.640874107e-04,1.296727918e-02,-8.205761551e-04,-2.034565201e-03,-4.901254579e-05,-1.372951432e-03,-1.779513113e-04,1.141623501e-02,-1.616451045e-04,-4.982286133e-03,-1.268006954e-02,1.467230613e-03,1.867074985e-03,4.514539614e-03,-5.082617514e-03,-3.527187509e-03,-8.191874949e-04,-3.769586980e-02,-6.534956046e-04,-4.766296595e-02,-6.608868390e-02,-1.403095871e-01,-5.849786103e-03,2.539423993e-03,6.680806633e-03,-6.994426949e-04,9.187311516e-04,-2.888765630e-05,1.566309482e-01,-4.616915830e-04,7.125610136e-04,1.098229899e-03,-3.447750211e-02,-2.311060131e-01,-1.871316577e-03,9.061711025e-04,2.162877470e-03,-1.082037017e-02,5.232063588e-03,-1.862552017e-01,-1.482465887e-03,-9.414901724e-04,2.819623947e-01,-3.737331182e-02,-2.321935957e-03,-1.189783737e-01,2.313453145e-02,-2.280982211e-03,-1.117482781e-03,-9.963165037e-03,1.655475819e-03,-1.267903019e-02,-1.564723440e-02,-4.318498448e-02,-1.585609512e-03,-2.067637630e-03,1.020385535e-03,-1.532443130e-04,2.388910158e-03,2.010076540e-03,6.207197532e-02,-3.055981593e-03,-2.046076115e-04,4.978099605e-04,-1.338399481e-02,-5.745361000e-02,-2.351196483e-03,1.010486390e-03,4.231352825e-03,-2.041827654e-03,3.736160463e-03,-5.629114807e-02,-3.003813094e-03,-4.553015970e-05,1.121934801e-01,-1.611826196e-02,-4.259394482e-03,-4.027481005e-02,1.223879587e-02,-1.175611746e-03,-2.271130448e-03,1.258450150e-01,-1.723967143e-03,1.397746056e-01,2.004703879e-01,1.698740870e-01,-1.478832564e-04,-2.785492397e-04,3.098249901e-03,1.641879790e-03,-2.864235081e-03,1.553220442e-03,-8.479487151e-02,-4.047114868e-03,-1.699841814e-03,-9.114137501e-04,4.011261836e-02,4.967058301e-01,1.014812151e-03,-2.324697096e-03,5.178847932e-04,3.968104348e-02,-5.857817363e-03,2.228805870e-01,2.577481559e-03,-6.303437985e-03,-1.533654332e-01,4.248793796e-02,1.723535918e-02,1.506434083e-01,-1.555936877e-02,-1.988064963e-03,5.211695097e-03,1.307762042e-02,2.856049978e-04,1.518722251e-02,1.928704605e-02,1.938962936e-02,3.031121742e-04,-3.947514109e-03,-2.661087456e-05,-2.705476072e-04,-5.504688015e-04,1.994837075e-03,-1.511415839e-02,-2.239327412e-03,4.153961199e-04,1.980256755e-03,6.908144802e-03,6.397957355e-02,-5.024718121e-04,-1.185385627e-03,2.085751839e-05,5.937565584e-03,-1.220395556e-03,2.641972713e-02,1.801696024e-03,-2.181329764e-03,-2.670093253e-02,1.695697312e-03,-1.079501235e-03,1.933402009e-02,-4.436912946e-03,-2.009409945e-03,-3.180285683e-03,8.936581761e-02,-2.415253693e-04,1.031675637e-01,1.448466629e-01,1.370991319e-01,1.126304152e-03,1.147618867e-03,-2.192525659e-03,-1.210192218e-03,4.307850264e-03,-3.092922270e-03,-7.126766443e-02,-3.015247057e-04,-2.968743909e-03,-3.986454685e-04,3.060587309e-02,4.359612465e-01,1.869383035e-03,-4.338800209e-04,5.929874256e-03,2.873753570e-02,-5.170287564e-03,1.939796954e-01,-3.325268393e-03,1.903395052e-03,-1.320487857e-01,3.693255410e-02,7.332771551e-03,1.276764125e-01,-9.501892142e-03,8.534516674e-04,-6.679339567e-04,9.733346291e-03,-6.259282818e-04,9.760250337e-03,9.506400675e-03,1.349115837e-02,2.754415851e-03,2.002325375e-03,1.090367674e-03,-1.805755659e-03,-2.199871466e-03,-1.705529052e-03,-1.003804989e-02,-3.822281957e-03,-5.928409519e-05,6.566674565e-04,6.686528795e-04,2.550690249e-02,-5.754519254e-03,-9.680319927e-04,3.142503090e-03,4.650120623e-03,1.933557563e-03,1.634559594e-02,-8.418889483e-04,4.048112314e-03,-1.666548289e-02,5.125971511e-03,1.287043851e-04,9.952456690e-03,-1.861863886e-03,-1.352631254e-03 +biases1 = -9.246498812e-04,-3.678243980e-02,-2.151452005e-03,-4.050255939e-02,-6.026530266e-02,1.639342308e-02,3.760396066e-05,-6.843029987e-04,4.066567635e-04,-2.191767795e-03,-5.482609413e-05,-2.043142013e-05,6.092860177e-02,-1.348597607e-07,0.000000000e+00,-1.239489997e-03,1.814543502e-03,-9.713140875e-02,0.000000000e+00,-3.462517998e-05,-6.721587852e-03,-1.164959650e-02,8.622445166e-03,5.871267244e-02,-1.832525246e-03,-6.359604886e-04,1.135905012e-01,1.480411086e-02,-4.878158681e-03,-1.772288932e-03,8.284529671e-03,-2.342909575e-04 +weights2 = -2.713917010e-02,3.480840325e-01,-1.199166942e-02,3.915528059e-01,5.651774406e-01,4.941872358e-01,-1.732119918e-02,-2.907582186e-02,1.254376024e-03,-8.439891040e-03,1.080029062e-03,-7.991537210e-09,-4.147697687e-01,1.222833271e-05,8.878440410e-02,-4.598728567e-02,1.117071435e-01,1.494899273e+00,-5.807928741e-02,1.969088225e-05,-2.558306418e-02,1.074365452e-01,3.469065204e-02,6.839435697e-01,-7.840380073e-02,-2.461197041e-02,-7.453765869e-01,1.299513429e-01,3.743470088e-02,4.329042435e-01,-5.280799419e-02,3.776164353e-02 +biases2 = 4.074437916e-01 diff --git a/params/D00105.001.txt b/params/D00105.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba5eef7f336df4953bf05c6f2f96e1ed25fbaa0c --- /dev/null +++ b/params/D00105.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 5.890043080e-02,2.039420456e-01,-8.299862035e-03,4.616938829e-01,9.518106468e-03,-1.659974903e-01,3.373932540e-01,-4.685270488e-01,1.995128729e-09,2.719240822e-02,-3.247515112e-02,1.706611663e-01,-1.139841777e-09,-9.114618599e-02,-3.499975801e-02,1.880370975e-01,-2.305693328e-01,-2.407841086e-01,6.689655036e-02,-3.138306439e-01,1.707238331e-02,8.756299317e-02,-2.405054271e-01,2.789919972e-01,-1.658458232e-10,5.686702207e-02,-1.002388075e-01,-1.610057950e-01,4.889048610e-10,-2.308200300e-01,2.175251096e-01,-2.013924867e-01,-9.096977860e-02,-1.781134754e-01,5.304191634e-02,-2.973155677e-01,-6.150114909e-02,4.999297205e-03,-4.187798128e-02,9.143398702e-02,2.160586821e-09,-4.257415235e-02,-1.609337181e-01,-1.835288554e-01,-1.989921783e-09,-3.742159531e-02,-1.340721846e-01,-4.280764237e-02,-5.331341550e-02,-3.721796349e-02,-1.721172631e-01,-1.092779115e-01,-2.673942037e-02,-3.531367704e-02,-2.640881240e-01,5.495316908e-02,-1.275869521e-09,-5.183910951e-02,-2.336919680e-02,-1.239712611e-01,-1.240030967e-09,-8.545169979e-02,6.522703916e-02,-1.251884550e-01,1.133097410e-01,9.134113789e-02,-2.454716712e-01,-4.147995412e-01,-1.091379970e-01,-2.626896501e-01,-1.038624048e-01,-5.250386000e-01,-9.379770294e-10,5.499231815e-02,3.565451875e-02,6.327445060e-02,1.851274273e-10,-4.266493767e-02,6.925855298e-03,1.421317160e-01,-2.568469644e-01,-1.696647406e-01,3.039676249e-01,-7.974009961e-02,7.689293474e-02,2.139922604e-02,-2.831525207e-01,-7.417813689e-02,7.266325042e-11,3.542456403e-02,-1.311460137e-01,-1.618549824e-01,1.640995229e-09,-2.090679407e-01,1.795233339e-01,-2.463486195e-01,-5.883961916e-02,-8.602352440e-02,-8.856175840e-02,5.796494484e-01,-1.210573390e-01,2.245559357e-03,2.546375990e-01,1.633678079e-01,1.695008578e-09,-7.300818712e-02,-1.919771135e-01,-1.417493373e-01,5.790543045e-10,-1.664257199e-01,-1.391833723e-01,-7.570585702e-03,-1.132373586e-01,-8.779260516e-02,-3.000698425e-02,-3.436885774e-01,9.196230024e-02,1.294269264e-01,-7.569255680e-02,3.945135772e-01,1.087562151e-09,-2.778072655e-02,-2.918388881e-02,-5.856487527e-02,9.974553405e-10,-2.701412700e-02,6.566315889e-02,-7.266153395e-02,5.385191739e-02,-5.808553658e-03,-3.835198879e-01,1.777446568e-01,-1.694813818e-01,-5.358819366e-01,2.666776478e-01,-4.854168892e-01,1.913452286e-09,6.386972964e-02,-1.734133065e-01,-1.293008309e-02,9.220954555e-10,-2.434231639e-01,1.526926178e-02,1.395504829e-02,-3.308535218e-01,-1.083683372e-01,2.856488824e-01,-2.858829796e-01,1.670898199e-01,3.675951958e-01,-3.448731005e-01,2.076479048e-01,2.769245722e-09,2.869458310e-02,-7.132380456e-02,-1.916591227e-01,3.881381605e-10,-6.769656390e-02,9.401591867e-02,-1.924941093e-01,6.301885843e-02,-1.466366500e-01,-4.393515736e-02,-7.542355359e-02,-6.663008779e-02,-1.399074495e-01,1.112612188e-01,2.431328148e-01,2.379294317e-09,-7.980307937e-02,-1.424606144e-01,-1.324889362e-01,2.849447622e-10,-4.654735923e-01,-1.129863113e-01,-2.369660512e-02,-1.015932262e-01,8.387777023e-03,8.069326729e-02,-7.577665895e-02,8.212754503e-03,1.976912767e-01,-2.436338067e-01,-8.514284156e-03,-4.864929015e-10,-2.343923226e-02,6.860667467e-02,3.950012475e-02,-7.700292071e-10,3.295849264e-01,1.175188348e-01,1.967902482e-02,7.777147740e-02,2.726266682e-01,-3.584538698e-01,-1.885065883e-01,-1.796128452e-01,-3.763836920e-01,-5.447518453e-02,-2.322916389e-01,-2.510945896e-09,4.858024791e-02,-2.191291302e-01,1.842237450e-02,-1.131827854e-09,8.790223598e-01,9.000935405e-02,1.059418768e-01,-3.299149573e-01,-2.779881656e-01,1.059900895e-01,3.757766634e-02,2.103211433e-01,1.684508473e-02,-2.297401875e-01,-5.051346123e-02,-2.632740415e-10,3.622405231e-02,-2.073495649e-02,-3.378265500e-01,-1.297347785e-09,-4.003911018e-01,5.503562838e-02,-1.769236922e-01,4.119605571e-02,-1.587820649e-01,1.812886745e-01,-5.341573954e-01,-4.344113916e-02,3.673558533e-01,2.675656676e-01,2.535545230e-01,-2.756046225e-10,-8.395162970e-02,-1.737094223e-01,-5.769337714e-02,-1.731237487e-09,-4.766747952e-01,-1.217821166e-01,-2.056779712e-01,-1.061776131e-01,-8.826124668e-02,8.390534669e-03,4.245349467e-01,-4.698767513e-02,-1.161223873e-01,-1.922502816e-01,-1.062195655e-02,2.194563864e-09,-1.165079884e-02,9.429543465e-02,7.776071131e-02,1.509232322e-10,-4.494541287e-01,8.842951059e-02,9.399827570e-02,3.156319633e-02,9.839981794e-02,-2.771289349e-01,9.189815521e-01,-1.851248741e-02,-8.368301392e-02,2.471749783e-01,-4.452518374e-02,1.754095064e-10,3.144065663e-02,7.257925272e-01,1.460360438e-01,-1.961419499e-10,-2.777854502e-01,-2.333566733e-02,1.769788265e-01,-3.586592674e-01,-2.738415897e-01,7.019679248e-02,-3.832539320e-01,4.665286466e-02,-1.519902796e-01,-3.797787130e-01,-8.905884624e-02,-3.713235275e-09,4.862197861e-02,-3.151190877e-01,-4.846320152e-01,-2.259246346e-09,-4.980364740e-01,2.950269580e-01,-2.203382552e-01,9.835364670e-02,1.301316023e-01,9.663200378e-02,-3.832624555e-01,-5.363301560e-02,1.330417544e-01,-3.336524591e-02,1.794132888e-01,-8.150698172e-11,-4.248330742e-02,-3.330793679e-01,-2.962936759e-01,7.873184882e-10,7.764102221e-01,-3.180557191e-01,-1.868940331e-02,-8.709289134e-02,-2.081363648e-01,4.781517014e-02,-4.117007554e-01,-3.553291410e-02,-8.017758839e-03,-4.488303140e-02,-8.635174483e-02,2.586417525e-09,-4.809979349e-02,-3.956641257e-01,3.346407712e-01,-2.609519489e-09,-4.469611645e-01,1.595890373e-01,-1.205405146e-01,-3.351252079e-01,3.468174860e-02,-9.051992744e-02,-2.600722909e-01,1.140810736e-02,-7.760400325e-02,-6.408988684e-02,1.909692883e-01,2.254347597e-09,-1.662738505e-04,-3.782436550e-01,-4.772932231e-01,-3.858985576e-09,-5.129451752e-01,-6.882576644e-02,1.451064944e-01,-8.566551656e-02,-2.689238489e-01,1.033586636e-01,-4.153003693e-01,-6.344681606e-03,7.741833478e-02,4.966247827e-02,-9.808301181e-02,4.518227736e-10,9.529557079e-02,-3.713839352e-01,-3.421161473e-01,5.402123748e-10,-4.635807276e-01,1.965612173e-01,-2.794712782e-01,-2.003893107e-01,1.161083356e-01,7.661571354e-02,7.247475386e-01,-1.043739915e-01,7.247948647e-02,-4.233930111e-01,-2.561151236e-02,1.323290588e-09,-4.466051981e-02,8.653279543e-01,-4.515767097e-01,-1.933048832e-09,9.011183381e-01,-1.864871830e-01,1.344671249e-01,3.061204255e-01,-1.354168504e-01,-1.497750431e-01,-3.079285622e-01,3.841583431e-02,-1.826696843e-01,2.276614755e-01,-1.077194065e-01,2.221840267e-09,-6.084322557e-02,-4.330413640e-01,9.732798934e-01,2.695381029e-09,-3.709252179e-01,1.712519974e-01,-1.832468510e-01,1.155369997e+00,9.562280774e-02,-3.262158856e-02,-1.336168498e-01,2.924435958e-02,-2.882983536e-02,7.021277547e-01,1.071975306e-01,-2.828976775e-10,-1.802694984e-03,8.970313519e-02,1.038626790e+00,-3.080571631e-10,-2.580751479e-01,4.627592862e-02,5.106295273e-02,-5.081626177e-01,-2.978185713e-01,1.213895008e-01,9.526960552e-03,2.935395017e-02,-9.426527470e-02,-3.092724979e-01,-9.760987014e-02,1.483778878e-09,8.943440765e-02,-2.111876309e-01,-4.004042447e-01,4.722537361e-10,-4.890057445e-01,1.519612223e-01,-2.517602444e-01,-4.223847091e-01,-1.341327578e-01,-1.420778185e-01,1.356409043e-01,-1.061258167e-01,-1.235657930e-01,-3.283919692e-01,-6.642530859e-02,-3.881121813e-10,-7.216981053e-02,-1.439050287e-01,-5.357475281e-01,-1.270345718e-09,7.933022380e-01,-2.960735261e-01,1.780288070e-01,-5.387962461e-01,8.215102553e-02,-8.372041397e-03,-2.709830403e-01,-1.383802947e-02,1.375921816e-01,-2.730816007e-01,1.589788124e-02,8.438725829e-10,-2.514621057e-02,-5.237625167e-02,-4.006161690e-01,-1.476901240e-10,-4.924348593e-01,2.088581026e-01,-1.607502401e-01,-2.600751817e-01,1.365731955e-01,1.100354791e-01,-1.680550873e-01,2.679351717e-02,1.220439747e-01,-1.519980431e-01,-9.100463241e-02,1.333465005e-09,2.074592188e-02,2.350744791e-02,-2.600696385e-01,4.455873448e-09,2.981858253e-01,1.528688222e-01,-4.738277569e-02,-6.199239492e-01,-2.269029468e-01,-1.888771057e-01,-1.284721494e-01,-3.190649301e-02,-1.077743918e-01,-2.873205245e-01,1.233981401e-01,3.238842805e-10,9.284961224e-02,-3.911741376e-01,-4.428932965e-01,-3.224588374e-09,3.186323121e-02,1.200842112e-01,-2.431298979e-02,1.071238399e+00,-2.258352637e-01,-5.038733035e-02,1.179045513e-01,-3.657752275e-02,-1.397718638e-01,5.293849707e-01,1.537797274e-03,4.889172955e-10,-7.788369060e-02,-4.053089768e-02,7.354372144e-01,-9.772855858e-10,-7.644363642e-01,-2.899297774e-01,-2.508960366e-01,-5.058797002e-01,6.136981398e-02,6.779135019e-02,-8.006201684e-02,-1.935154758e-02,1.485987287e-02,-2.983593345e-01,-7.387934625e-02,2.250346798e-09,-4.679044709e-02,8.891959488e-02,-3.299823701e-01,-2.452377634e-09,-1.684033126e-02,1.285538077e-01,1.393982321e-01,-2.236398011e-01,-1.993503869e-01,1.729749143e-01,1.689883620e-01,1.209055707e-01,5.394975469e-02,2.294984460e-01,-1.454459224e-02,-8.067681523e-10,5.948303267e-02,-1.209538206e-01,1.155859530e-01,-3.833024731e-10,8.878372610e-02,1.482415199e-01,6.076321602e-01,-4.013645053e-01,-1.541108340e-01,-7.982926071e-02,-5.377113819e-02,6.552278996e-03,-1.079619676e-01,-2.756392360e-01,-7.400485128e-02,-2.291227624e-10,2.976254188e-02,-2.474734932e-01,-2.879605591e-01,2.766955998e-09,-1.165303364e-01,1.050564647e-01,-2.135603130e-01,6.892988682e-01,-8.024866134e-02,-2.486292869e-01,-2.403050959e-01,-2.138988227e-01,-4.899294674e-02,-7.699633017e-03,-5.251462571e-03,-2.200113841e-10,-6.512317061e-02,-4.424492121e-01,1.507347170e-02,2.582260406e-09,-5.016711354e-01,-3.343370557e-01,-3.168118298e-01,-3.788763583e-01,1.809796691e-01,9.309569001e-02,-1.340924799e-01,2.462758310e-02,-5.924832076e-03,-1.545054913e-01,5.338510126e-02,2.311463243e-09,-3.453266248e-02,4.917253256e-01,-1.412270218e-01,-2.292755319e-09,8.042310923e-02,1.918130219e-01,-2.597612739e-01,4.059685767e-02,-3.247614205e-01,1.543992758e-01,-1.405362040e-01,7.465360314e-02,1.793133467e-01,9.431357030e-04,-1.094385013e-01,5.780794177e-10,1.951507777e-01,6.030910611e-01,1.523958892e-01,1.693805318e-09,8.093817532e-02,-8.786413819e-02,-1.876382679e-01,-4.369890988e-01,-1.973982006e-01,-2.088535279e-01,1.149110347e-01,4.693207145e-02,-3.634507358e-01,-1.546161026e-01,-1.287340671e-01,-4.431061740e-09,-4.140556604e-02,-4.762860537e-01,-3.247280121e-01,2.395761145e-09,-1.702498943e-01,1.754838824e-01,-2.760567367e-01,4.578362405e-01,-2.808494866e-01,-2.360030711e-01,-1.382506490e-01,-9.401653707e-02,1.393270791e-01,4.805990309e-02,1.534615010e-01,1.975349440e-09,-7.688861340e-02,-3.182969093e-01,-2.096565813e-01,-8.821437469e-10,-4.433908761e-01,-2.359438539e-01,4.914419055e-01,-3.769682348e-01,5.511865020e-01,2.289176583e-01,-9.414423257e-02,-8.823080361e-02,-6.376165152e-02,-1.039739773e-01,4.523439333e-02,1.205202937e-09,-8.773280680e-02,-1.268009394e-01,8.129266649e-02,7.866495788e-10,8.507239819e-02,2.615083456e-01,-2.091244310e-01,1.357615888e-01,7.895994782e-01,3.335458636e-01,-1.211730298e-02,1.864771359e-02,1.567532420e-01,-1.232345328e-01,8.578963578e-03,1.900892777e-09,6.451117992e-02,-3.373452723e-01,-3.449397162e-02,-7.272941693e-10,-7.010881789e-03,-4.218976572e-02,8.213292807e-03,-2.041694075e-01,-3.908419907e-01,2.521866560e-02,-4.533536732e-02,-7.230450213e-02,-1.819798201e-01,-1.390161514e-01,2.949793637e-02,-1.089643393e-11,-6.145691499e-02,-2.701766491e-01,-2.163610905e-01,-4.472384962e-10,-1.737056375e-01,1.890548766e-01,-1.955336183e-01,8.742789179e-02,-3.705044091e-01,-3.687998950e-01,-6.653639674e-02,-3.001763299e-02,-2.900946513e-02,4.548900202e-02,-1.636483520e-01,-1.090397439e-09,9.576159716e-02,4.864642620e-01,-1.647112072e-01,-1.911416359e-09,-2.140228897e-01,-1.942379475e-01,-7.680781186e-02,-3.352869749e-01,-2.790687978e-01,-4.983017221e-02,-1.341296434e-01,2.200646885e-02,-5.551258102e-02,6.611154880e-03,8.616301417e-02,-1.863469157e-09,-1.102762520e-01,-1.958490759e-01,1.182283834e-01,6.767480465e-10,-5.059382319e-02,1.597103626e-01,8.140346408e-02,4.153324291e-03,-2.060007602e-01,3.567809463e-01,-5.615888536e-02,-1.952260174e-02,1.747793853e-01,2.395180315e-01,2.733809352e-01,-2.114246972e-10,1.926375777e-01,-5.102859437e-02,-1.010930911e-01,6.931693552e-10,-4.549485445e-02,-5.267870426e-02,3.336303830e-01,-2.308984995e-01,-3.592134416e-01,1.404992864e-02,1.486778855e-01,-3.424833063e-03,-3.393236995e-01,-3.875119388e-01,-1.806847453e-01,-2.982407932e-10,-2.403517812e-02,-1.576811373e-01,-1.001234874e-01,2.558501189e-09,-2.044645101e-01,2.504664660e-01,-2.421327978e-01,1.153379157e-01,6.545423269e-01,-3.253511786e-01,-2.066995800e-01,-1.365245879e-01,-2.018101327e-02,3.932406381e-02,-7.373119146e-02,-1.234634395e-09,-5.184466392e-02,6.694004685e-02,-1.351701617e-01,-2.230502893e-09,-1.845203191e-01,-1.773424894e-01,-4.031802714e-01,-2.034269869e-01,-3.413333595e-01,-1.050117984e-01,-1.449279487e-01,9.845070541e-02,7.459776849e-02,-1.007442325e-01,-5.998950079e-02,1.242521419e-09,-1.271003485e-01,-1.772743762e-01,3.943341598e-02,-2.609561678e-09,-1.102926768e-02,9.302249551e-02,1.277218461e-01,-8.143481612e-02,-7.466355711e-02,-1.492430568e-01,-5.182087421e-02,1.490993798e-01,1.292189211e-01,-2.581718564e-01,7.851583511e-02,-1.539381178e-09,-1.053488813e-03,-1.176528707e-01,2.040370852e-01,2.289135770e-09,-4.684730619e-02,9.594359249e-02,-7.387609780e-02,-1.878099591e-01,-1.703826934e-01,-1.192090288e-01,2.407423407e-02,-2.981105633e-02,-2.471412569e-01,-8.130037040e-02,2.825723961e-02,6.467628100e-10,2.050922662e-01,-1.533555090e-01,-1.974463612e-01,-2.235879260e-09,-3.520944342e-02,8.091545105e-02,-3.564373255e-01,1.012681127e-01,8.558990061e-02,-1.637246609e-01,-1.466318518e-01,-8.658487350e-03,1.214577481e-01,1.559785753e-01,-6.036706641e-02,-1.969229446e-09,-1.192974374e-01,-3.214503638e-03,-2.979490459e-01,2.104445923e-10,-2.104886472e-01,-2.707108259e-01,7.398330420e-02,-1.456471086e-01,-9.227658063e-02,3.730357587e-01,-8.308528364e-02,-1.708854437e-01,-1.126406938e-01,-2.520907298e-02,-8.717632294e-02,1.632340707e-09,-9.575158358e-02,-4.415382817e-02,-6.664727349e-03,2.541171495e-09,-1.534657329e-01,2.079056352e-01,1.720843166e-01,-3.662364557e-02,-3.184938133e-01,-1.767194867e-01,-4.119317606e-02,7.778398693e-02,1.223091632e-01,5.524406582e-02,-1.966797002e-02,-1.667733174e-09,-7.071945816e-02,3.419275209e-02,6.709791720e-02,3.829007597e-11,-2.961651795e-02,2.218829095e-01,-6.374132633e-02,-1.906895489e-01,2.727870829e-02,-1.430598795e-01,1.437870711e-01,-1.179166958e-01,-1.810267270e-01,-1.501003355e-01,-7.997139543e-02,-3.110367242e-10,2.338469774e-01,-2.049313188e-01,-2.539388537e-01,4.064061976e-09,-1.648346931e-01,3.217362612e-02,-3.322163969e-02,1.367670018e-02,-1.447842419e-01,3.979792893e-01,-1.395289451e-01,-3.212953210e-01,-2.023182958e-01,-1.179980412e-01,-6.579523534e-02,-1.504295688e-09,-1.252546608e-01,-1.338683963e-01,-6.747091655e-03,-8.636321103e-10,-8.689855039e-02,-2.525160015e-01,-1.752821356e-01,-1.005020291e-01,1.834986061e-01,-1.369052380e-01,-2.218939662e-01,2.997735441e-01,1.512947083e-01,5.507068243e-03,1.247716472e-01,-2.365040386e-09,-4.771932214e-02,-1.345214155e-02,-1.050010920e-01,-2.910460484e-10,-1.639071852e-01,1.108283475e-01,9.071826935e-02,-1.367555857e-01,2.630110979e-01,1.440221369e-01,-2.112535685e-01,5.347489938e-02,1.000508741e-01,9.013648331e-02,4.513320029e-01,5.549138371e-10,-4.767546803e-02,6.152104959e-02,-6.467716396e-02,-1.670203420e-09,-9.253881127e-02,4.525848329e-01,2.607778907e-01,-7.003522664e-02,-2.387622893e-01,-3.206996620e-01,5.626280233e-02,3.135656118e-01,-1.071167365e-01,-1.560894698e-01,-1.798747182e-01,1.490168322e-09,2.489223629e-01,-1.571645588e-01,-5.183329061e-02,-2.163342172e-09,-1.146653220e-01,3.810313763e-03,-1.084314585e-01,2.759754658e-02,-1.964656711e-01,2.356309295e-01,-2.185494406e-03,-2.519851923e-01,1.025202349e-01,7.591103762e-02,-4.881215468e-02,-4.847474158e-11,-1.725980639e-01,-1.309166402e-01,-5.180166662e-02,7.296959148e-10,-1.603343636e-01,-2.209354788e-01,-1.124170702e-02,-1.350468993e-01,-8.003176749e-02,-1.203091145e-01,-1.027886569e-01,-1.765345633e-01,-2.031056136e-01,-2.196913660e-01,-2.618381679e-01,1.375533243e-09,-3.900195658e-02,-9.193854034e-02,-1.271079779e-01,2.811959998e-09,-7.683274150e-02,-1.230053008e-01,-3.231023848e-01,-1.685774624e-01,-7.822353393e-02,5.234357342e-02,-1.942741424e-01,-1.431556493e-01,1.455254704e-01,-1.725143939e-01,-8.715514839e-02,1.520079174e-09,-2.750873752e-02,-1.081932187e-01,-1.580357254e-01,-2.235312602e-09,-1.271207184e-01,3.903092742e-01,-1.881610453e-01,-9.744594991e-02,-1.824843287e-01,-2.093642354e-01,1.363018602e-01,-1.565046757e-01,-2.945131958e-01,-7.218833268e-02,-5.089104176e-02,-1.164761204e-10,3.691807017e-02,-1.728192419e-01,-9.191927314e-02,-8.279195662e-10,-9.674637020e-02,2.417360097e-01,-3.482661769e-02,7.688938826e-02,1.301996708e-01,1.389476508e-01,-4.079500586e-02,-6.941364706e-02,-1.659616642e-02,8.051982522e-02,-1.028809473e-01,2.080754014e-09,-1.743699163e-01,-3.270172700e-02,3.904332174e-03,-3.216737710e-10,-7.301907986e-02,-5.866332650e-01,2.021367252e-01,-1.252003163e-01,-1.223915219e-01,-4.331754521e-02,-1.608183235e-01,3.105451167e-01,5.608839542e-02,-4.401944205e-02,2.002703846e-01,-5.351700680e-11,1.550304592e-01,-2.669303678e-03,-5.156713724e-02,-6.909033068e-11,-1.475058049e-01,6.690501422e-02,-1.613799930e-01 +thresholds = -1.268773794e+00,-1.017414689e+00,-2.450464517e-01,-1.046115160e+00,-2.446891814e-01,-4.370635152e-01,-8.427097797e-01,-1.638658792e-01,-8.940406260e-04,-4.003679007e-02,-1.280950069e+00,-1.202395082e+00,-3.837373108e-03,-1.797796369e+00,4.558485448e-01,-7.366706133e-01 +weights1 = 2.936960896e-03,-1.897976846e-01,8.668503910e-02,2.858819962e-01,1.499464065e-01,-1.779455096e-01,3.203720748e-01,3.557881415e-01,-2.136412859e-01,-2.091073096e-01,-4.913119227e-02,-2.288178504e-01,3.302145600e-01,2.022993714e-01,-1.447888762e-01,5.680342764e-02,5.897706747e-02,1.523135602e-02,-2.516093552e-01,-2.103874683e-01,2.885450125e-01,1.094524637e-01,1.335453093e-01,1.921710223e-01,2.393739223e-01,-1.887495965e-01,-2.097207755e-01,2.313173376e-02,-2.057185024e-01,9.456531703e-02,2.630120218e-01,-2.226074189e-01,-1.460964419e-02,1.798309386e-02,-7.427345216e-02,2.311307192e-02,1.137541831e-01,-2.783134580e-02,1.250060089e-02,9.083154798e-02,-5.336378515e-02,-9.250038862e-02,-2.783916146e-02,-8.969426900e-02,7.836060971e-02,2.034946159e-02,-5.901514366e-02,-2.212795429e-02,-3.920001537e-02,3.704899177e-02,-3.399312496e-02,-1.044633165e-01,1.089397445e-01,4.491772130e-02,6.614413112e-02,9.531596303e-02,1.257882565e-01,-8.079445921e-03,-4.772791266e-02,2.398611978e-02,-3.389607370e-02,1.771673411e-01,-7.478778809e-02,-7.698898762e-02,5.081561394e-03,4.409588655e-05,8.231041022e-03,2.731041312e-01,2.174698710e-01,-2.137764171e-02,8.929769695e-02,2.022434175e-01,-1.108049974e-01,-3.790227324e-02,-2.119235322e-02,-9.437569976e-02,8.704771847e-02,1.551110446e-01,-5.168456212e-02,1.527131163e-02,-3.603905439e-02,4.021741915e-03,-2.993633039e-02,-5.817167833e-02,1.216914877e-01,2.116535902e-01,2.822123766e-01,1.628463864e-01,3.676866889e-01,-1.418950595e-02,-7.345765084e-02,-8.362146094e-03,-4.165392369e-02,2.888911068e-01,5.312931538e-02,-1.487741321e-01,5.469598994e-02,1.305528171e-02,-6.643984932e-03,7.990542799e-02,-2.293476090e-02,-3.069264628e-02,6.394200027e-02,-8.365800604e-03,-8.136663586e-02,-7.946345140e-04,-1.430503465e-02,-5.745135248e-02,2.039561421e-02,-7.822535187e-02,5.510855094e-02,-4.426506057e-04,3.580530465e-04,-2.238302119e-02,-3.085753508e-02,-3.830020432e-04,4.533288628e-02,-4.634022247e-03,1.021118909e-01,4.408813268e-02,6.242452189e-03,-1.990764402e-02,1.590302400e-02,2.269899845e-02,-3.411380202e-02,4.614587501e-02,2.093721367e-02,4.496195167e-02,-8.398880251e-03,5.806662608e-03,-2.448024861e-05,-3.887964487e-01,-1.476564258e-01,2.435816079e-02,-2.234590240e-02,-1.222384498e-01,1.029249653e-02,4.213038087e-02,-4.407610279e-03,5.817795545e-02,-4.755891860e-02,-9.365677834e-02,-1.614802890e-02,-1.277730335e-02,-8.994173259e-03,-6.315177679e-02,1.878505759e-02,2.294578031e-02,-6.087544560e-02,-2.727038860e-01,-3.338780999e-01,-1.703871191e-01,-3.697143197e-01,6.596922874e-02,6.252937764e-02,-7.930841297e-03,3.566084057e-02,-2.156525254e-01,-8.984061889e-03,8.557467163e-02,-1.681706496e-02,-4.090447444e-03,-5.486717820e-02,-5.074908212e-02,-2.042785101e-02,1.887666434e-02,3.603134071e-03,5.232599378e-02,-1.713673957e-02,-4.471040331e-03,1.855549030e-02,4.843565822e-02,2.074308135e-02,7.898847573e-03,7.847818732e-02,3.789693117e-02,-4.883378744e-02,4.471949767e-03,-4.027259722e-02,7.011373062e-03,-1.401241403e-02,2.637601830e-02,-1.613915199e-03,-1.967449859e-02,7.756881416e-02,-4.028818570e-03,-2.399610728e-02,-2.092493465e-03,7.279890031e-02,9.527292103e-02,2.543609403e-02,4.101396352e-02,2.228567749e-02,-4.683025181e-02,-6.477334350e-02,2.389885634e-01,2.470824569e-01,-7.267750055e-02,1.728266329e-01,2.493081391e-01,-1.124104336e-01,-5.759910867e-02,-3.778909519e-02,-1.054416373e-01,1.064133123e-01,2.608639598e-01,-8.334819973e-02,6.511393469e-03,4.306638148e-03,-2.263316326e-02,-7.592692971e-02,-3.177767247e-02,2.511190176e-01,3.524370790e-01,2.516190410e-01,2.836824954e-01,2.649086416e-01,-1.022540331e-01,-9.987428784e-02,2.782496624e-02,-6.900504231e-02,3.085153103e-01,6.347127259e-02,-8.819360286e-02,-6.422965787e-03,-1.335272007e-02,-1.443636284e-04,2.822920680e-02,6.148098409e-02,-1.032777783e-02,-4.850059282e-03,6.326010823e-02,1.843803190e-02,2.822368406e-02,-4.971269146e-02,-8.898621053e-02,4.369718209e-02,-4.641071893e-03,-2.375851199e-02,-3.328717500e-02,1.408368349e-02,3.001638921e-03,-3.866615705e-03,-3.666829690e-02,2.851492912e-02,-2.076724486e-04,9.396836907e-02,5.861298740e-02,1.029864624e-01,1.725571230e-02,-2.533055469e-02,-5.134945735e-02,1.062667649e-02,2.908410691e-02,-3.486827388e-02,-2.600721782e-03,1.418775995e-03,1.315380633e-01,3.861883283e-02,-1.741415262e-01,-1.108571589e-01,7.679647952e-02,-1.078725681e-01,-1.316340566e-01,3.860678896e-02,2.845309488e-02,4.584747180e-02,5.248397961e-02,-8.906593174e-02,-1.403358728e-01,7.907992601e-02,-1.611921936e-02,-5.150654912e-02,-8.951531351e-02,2.009063959e-02,7.235867903e-03,-1.659975350e-01,-1.679227203e-01,-1.486455798e-01,-1.455092430e-01,-1.937793940e-01,3.365904465e-02,-7.497400977e-03,-3.707305714e-02,8.833210170e-02,-1.752297729e-01,-9.165776521e-02,-1.743816212e-02,-5.690890551e-02,-5.177298561e-02,2.161243930e-03,-5.806797370e-02,-2.400715835e-03,-4.350975156e-02,-4.394544289e-03,3.647556156e-02,3.842923790e-02,2.655759081e-02,-7.536047138e-03,-4.914632067e-02,5.047639832e-03,-2.678240649e-02,2.350107953e-02,-7.378721144e-03,4.415520653e-02,5.125539377e-02,1.574049704e-02,-2.341096988e-03,-2.457488328e-03,-3.127870709e-02,2.086917683e-02,-1.143547986e-02,-3.807280585e-02,3.265566379e-02,5.196070299e-02,6.866939366e-02,-2.495521121e-02,3.022926114e-02,-4.832163081e-02,4.579377547e-02,-3.231661767e-02,1.373373717e-02,7.854774594e-03,-4.786443710e-01,-1.298089921e-01,-1.562581584e-02,-1.401416492e-02,-1.339292228e-01,2.060101926e-02,-5.292037502e-02,1.862102933e-02,-2.921208926e-02,-1.345951343e-03,-1.054371223e-01,-4.057893157e-02,-1.105541456e-02,-4.331620038e-02,-1.144611277e-02,2.900413238e-02,-2.244215645e-02,-5.977864191e-02,-2.242786735e-01,-3.519315720e-01,-1.848788112e-01,-4.079942405e-01,-3.475501016e-02,-1.091299113e-02,2.008096687e-02,-6.683093309e-02,-2.403464764e-01,3.894621879e-02,-1.964343712e-02,3.263360634e-02,-1.908659190e-02,-1.349028386e-02,-7.713402063e-02,-2.493651770e-02,-1.697949320e-02,3.416435048e-02,-5.982904136e-02,1.236327738e-02,-2.245080844e-02,2.283250680e-03,-4.390979186e-03,-2.021766454e-02,3.140927292e-03,-2.994914353e-02,-7.529343665e-02,7.014983147e-02,-4.994225223e-03,1.165806688e-02,-6.554535031e-02,-4.092700779e-03,5.496641248e-02,-1.758827455e-02,-5.410169065e-02,-7.292976975e-02,5.065254122e-02,3.103368357e-02,1.740275323e-02,6.149260700e-02,-5.044574291e-02,-1.322519127e-02,-2.089566318e-03,-4.479647800e-02,-8.420503139e-02,-7.009089738e-02,2.146046609e-01,2.558274567e-01,-8.473087102e-02,8.577819914e-02,2.213309109e-01,-1.369635463e-01,-1.848344356e-01,-3.788319603e-02,-1.096387431e-01,1.444903016e-01,1.612870246e-01,-1.175020039e-01,3.472970799e-02,1.027140766e-02,1.021498628e-02,-7.594275475e-02,-1.383209229e-01,1.501966268e-01,2.431060672e-01,1.602335721e-01,2.436030805e-01,1.133666560e-01,-9.644716233e-02,-6.757356226e-02,-6.475011259e-02,-4.998386279e-02,1.682141423e-01,6.341771036e-02,-4.918672144e-02,4.196126945e-03,1.343344525e-02,-3.135904297e-02,1.590123624e-01,6.967826933e-02,-9.086482227e-02,1.081206277e-02,1.268175542e-01,-3.932403028e-02,4.051105678e-02,5.411824677e-03,4.854090512e-03,1.976873539e-02,2.335320227e-02,-7.408465445e-02,-3.948745131e-02,-2.063458972e-02,-4.032270238e-02,-1.196318343e-01,-7.650898397e-02,3.887928650e-02,1.804976463e-01,1.011651978e-01,1.046557426e-01,9.590774029e-02,-6.831829995e-02,-5.414000154e-02,4.158370942e-02,-4.322515056e-02,1.220784709e-01,3.046381287e-02,-1.221583337e-01,-3.433558345e-02,-6.143242866e-02,4.933459312e-02,-3.275488317e-01,-1.419056058e-01,-1.295703929e-02,2.106808499e-02,-7.543186098e-02,-9.263803251e-03,3.865963221e-02,2.356343344e-02,1.156947948e-02,-3.655763716e-02,-1.632669717e-01,1.054134965e-02,-4.335470032e-03,-4.775036871e-02,1.934350282e-02,-1.654293737e-03,-1.722913818e-03,-3.228498623e-02,-2.977134287e-01,-4.607564509e-01,-1.400217414e-01,-3.302838504e-01,1.474051829e-02,1.455955952e-02,-6.816119887e-03,-2.082924359e-02,-3.092299998e-01,7.211356610e-02,8.084612899e-03,2.796543948e-02,2.131712623e-02,4.514971748e-02,6.527425349e-02,1.502009481e-02,-6.056148559e-02,-1.945049129e-02,-1.634187438e-02,2.416051738e-02,2.337614819e-02,3.348184004e-02,3.510165960e-02,6.418382376e-02,9.597004950e-02,-3.430546075e-02,2.306824084e-03,-5.601311103e-03,2.854916640e-02,2.647566609e-02,1.880285144e-02,-2.775535733e-02,7.450298872e-03,7.118681073e-02,2.913052402e-02,6.046231370e-03,6.296269596e-02,4.853086174e-02,5.774366856e-02,-2.535220794e-02,1.039789524e-02,-1.228329260e-03,-6.508077960e-03,4.313021526e-02,-3.934805281e-03,-2.344858134e-03,-4.791544005e-02,-2.612758987e-02,1.005139481e-02,-3.540793434e-02,-2.707871236e-02,1.016345434e-02,3.379734606e-02,-1.506573707e-02,-3.418153897e-02,9.852689505e-02,-3.827834438e-10,2.379290387e-02,8.858968504e-04,-1.462510973e-01,1.410747971e-02,-1.561192889e-02,-1.997300982e-02,-1.415998413e-04,2.785141766e-02,-3.252187371e-02,5.592138506e-03,-2.308705635e-02,4.386924673e-03,-7.103441656e-02,-1.125270687e-02,-4.868016392e-02,-1.613624953e-02,-1.544564869e-02,-3.314726800e-02,-5.490683392e-02,5.357696861e-02,6.348261237e-02,-3.740189224e-02,7.608164102e-02,-1.647558622e-02,6.128420588e-03,-2.661753818e-02,-1.608742960e-02,-4.241960123e-02,-1.178408135e-02,2.248793095e-02,8.856093045e-04,1.668368839e-02,2.424341813e-02,-7.125234697e-04,-6.229498610e-02,9.850881062e-03,-5.930916220e-02,-8.560300805e-03,9.294877760e-03,-2.820062451e-02,-2.037163504e-04,5.923344195e-02,-2.457468212e-02,2.701593935e-02,-2.356952755e-03,7.767595351e-02,-5.994900689e-02,-1.266122703e-02,-1.364653558e-02,4.107950255e-02,-6.172165275e-02,3.423066810e-02,2.159102820e-02,1.388542503e-01,-5.402375944e-03,1.141580120e-01,-6.241568923e-02,-4.307848588e-02,1.321142614e-01,9.854889661e-02,7.700596936e-03,1.604365706e-01,-1.853247173e-02,-5.947541073e-02,1.529013067e-01,-7.788237184e-02,-2.430746332e-02,-4.027869552e-02,1.756397337e-01,2.195237428e-01,-3.057828918e-02,9.591282904e-02,7.903703302e-02,-1.126722526e-02,1.252158582e-01,4.931402951e-02,1.830036640e-01,-1.906991191e-02,1.776085794e-01,4.787417501e-02,-6.808284670e-02,1.966506541e-01,-3.477287665e-02,-1.896444336e-02,-2.202227525e-02,1.989388280e-02,-3.424616903e-02,1.053870469e-01,-2.347054146e-02,-2.532228827e-02,6.027497351e-02,9.812060744e-02,2.532066405e-02,5.455059931e-03,-2.627015300e-02,-7.450361550e-02,6.263725460e-02,3.198425844e-02,-9.445945732e-03,3.265193477e-02,6.523932517e-02,-2.420246601e-03,-7.185209543e-02,1.840539463e-02,1.756787859e-02,-6.021649390e-02,-2.813206241e-02,4.300521314e-02,4.392864928e-02,-8.001375943e-02,1.248232052e-01,-3.477438167e-02,-2.375493571e-02,4.057163000e-02,2.963885851e-02,-7.776471227e-02,8.463195525e-03,3.820011020e-01,2.117974609e-01,-4.247199744e-02,1.339856386e-01,2.467543483e-01,-7.451853901e-02,-9.935218096e-02,4.819519352e-03,-1.092620641e-01,1.505254656e-01,1.656430215e-01,-9.688860923e-02,-8.832868934e-02,-2.253111685e-03,-8.013008162e-03,-8.328115195e-02,-9.610598534e-02,1.979063004e-01,2.137030959e-01,3.690965474e-01,2.919458747e-01,3.456688821e-01,-6.938210875e-02,-1.353667378e-01,-3.101072088e-02,-1.010419428e-01,1.521901935e-01,1.906142011e-02,-5.308895931e-02,4.354326427e-02,-2.756622061e-02,-2.827424929e-02,1.470516324e-01,9.623672068e-02,3.944328520e-03,-1.253269147e-02,1.257973760e-01,-2.577896975e-02,1.652809978e-02,6.764412671e-02,-2.776499465e-02,7.735741884e-02,4.272497818e-02,1.822156645e-02,1.804161351e-03,-1.680570282e-02,1.195687428e-02,-5.084422603e-02,-1.098225340e-01,6.229231134e-02,9.818862379e-02,1.240328699e-01,8.045074344e-02,7.323319465e-02,6.534987688e-02,5.532827601e-02,-5.083956942e-02,-4.086365551e-02,1.137600988e-01,1.049121283e-02,-1.670207530e-01,1.475056726e-02,-1.713038050e-02,-5.369918421e-03,3.007361293e-01,2.101458758e-01,-1.894492097e-02,9.441613406e-02,1.302302927e-01,-1.148677245e-01,-2.655573562e-02,-7.766708150e-04,-9.442561120e-02,3.518314660e-02,1.271514595e-01,-1.005982012e-01,5.496471375e-02,2.793063968e-02,-3.429915383e-02,-2.107414305e-01,-1.259757280e-01,1.452490687e-01,2.760060132e-01,2.664428651e-01,2.782343626e-01,3.714261949e-01,-5.361167341e-02,-1.209215745e-01,3.950906917e-02,-1.747749746e-01,2.574610114e-01,3.930030763e-02,-1.316313893e-01,3.926414624e-02,-4.094281793e-02,-5.132821575e-02,1.660874404e-04,-1.617148891e-02,3.145275265e-02,1.264918689e-02,1.364823133e-01,-2.928878739e-02,-3.517377004e-02,-8.412542753e-03,-1.457891054e-02,-3.202269226e-02,-1.954354532e-02,4.235622659e-02,1.657222025e-02,3.141689673e-02,3.296814114e-02,-5.048765615e-02,-7.656861842e-02,6.034938991e-02,3.812021762e-02,-2.237239154e-03,7.767476887e-02,8.258561045e-02,1.706992835e-02,-5.515319481e-02,8.709193021e-02,-8.648113161e-02,4.629180208e-02,1.163838152e-02,3.191960230e-02,1.910032146e-02,3.926717862e-02,1.890480146e-02,-4.325011373e-02,-5.582528934e-02,5.108957365e-02,1.326237060e-02,5.826362595e-02,4.082656652e-02,5.525064655e-03,3.130956320e-03,8.862528950e-03,5.205618218e-02,4.887367412e-02,-1.445602719e-02,-4.318255186e-02,2.687316388e-03,-1.441765670e-02,-2.787241898e-02,-2.162698843e-02,-5.069635436e-02,-8.943099529e-02,2.256236784e-02,-4.419340286e-03,3.945290297e-02,-2.485915273e-02,-1.723594218e-02,-3.281105310e-02,-1.119727734e-02,-1.161494758e-02,-1.267095841e-02,-4.880165681e-02,8.568520844e-02,-3.100195713e-02,2.353768609e-02,1.311084069e-02,-4.261935130e-02,3.555536270e-02,4.645887017e-02,-7.709105266e-04,1.079670037e-03,5.210062861e-02,5.048066005e-02,-3.122463264e-02,5.794435740e-03,5.186616257e-02,1.635498926e-02,-1.904464327e-02,4.096858576e-02,-7.222377229e-03,-1.157120336e-02,1.509994268e-02,2.151952498e-02,-1.325874776e-01,1.826214604e-03,-5.360398069e-02,5.880181119e-02,-6.142681092e-02,6.447608024e-02,-1.763943769e-02,4.319010302e-02,1.275213435e-02,1.031976566e-02,4.773236811e-02,1.853657654e-03,-7.051543891e-02,5.145800114e-02,3.845767975e-01,4.684216082e-01,-7.418326288e-02,3.373578191e-01,4.307811260e-01,-1.325214058e-01,-1.193223000e-01,-8.159039170e-02,-1.040293127e-01,3.658898771e-01,4.486153126e-01,-2.179404497e-01,2.753994986e-02,-2.615411952e-02,-1.663165353e-02,-1.765142679e-01,-1.454558969e-01,3.689104915e-01,4.166947603e-01,3.856149912e-01,4.077884257e-01,3.681295514e-01,-1.034111753e-01,-1.612260938e-01,-6.206804421e-03,-1.412821114e-01,4.445161819e-01,1.584890932e-01,-1.486278772e-01,-6.036940217e-02,-4.329032730e-03,-1.775357127e-02,3.805629164e-02,1.056898013e-01,-5.570832640e-02,-1.595018618e-02,1.326119602e-01,-1.944350451e-02,-9.986740770e-04,1.630851626e-02,-6.515160948e-02,5.793972686e-02,-2.374607325e-02,-1.323517505e-02,2.575168386e-03,2.077559009e-02,-6.278865039e-02,2.362902090e-02,-6.598571688e-02,9.833151847e-02,3.518819436e-02,5.272638053e-02,3.279032884e-03,5.590733886e-02,-1.922804303e-02,-4.069748893e-02,-5.708613899e-03,-7.622887846e-03,3.801232576e-02,-4.836749285e-02,-1.482611173e-03,7.624623179e-02,6.284607947e-02,-2.164745331e-02,-3.448701799e-01,-1.299203485e-01,2.083680220e-02,-1.013720110e-01,-2.337000221e-01,-1.121643744e-02,2.580054663e-02,-3.438816220e-02,-3.809050031e-05,-1.084938422e-01,-1.966067106e-01,-1.393188164e-02,-3.047682531e-02,-4.964938853e-03,-4.200347513e-02,-4.955582786e-03,6.684873719e-03,-6.637624651e-02,-3.265291154e-01,-4.079006314e-01,-1.520899236e-01,-3.109132051e-01,5.392149836e-02,-2.314229123e-02,-5.260478240e-03,-2.029171214e-02,-2.493685931e-01,-7.994308323e-02,-6.142041460e-02,-3.949906304e-02,1.929956824e-01,-5.862611532e-02,1.331995875e-01,-5.811287835e-02,1.995895952e-01,-7.510467619e-02,-3.235127404e-02,1.944713295e-01,1.732798815e-01,-3.713751957e-02,1.280124038e-01,-2.257669121e-01,-1.002143770e-01,1.664695591e-01,2.864477411e-02,5.514401477e-03,-3.240210563e-02,1.153983623e-01,1.344549954e-01,-1.219683588e-01,3.647660092e-02,3.652709723e-02,-1.122718751e-01,7.587013394e-02,1.801444888e-01,1.269068867e-01,-2.051176876e-02,2.236645371e-01,4.746930674e-02,-1.139438823e-01,2.297907025e-01,1.321907714e-02,-6.560428441e-02,-3.310447931e-02,2.140283585e-01,1.935628504e-01,-8.938662708e-02,1.997126490e-01,1.694602221e-01,-6.278841943e-02,-5.994112045e-02,-2.251714701e-03,-1.282414049e-01,1.188891456e-01,1.892844886e-01,-8.079519123e-02,-1.054607797e-02,4.157961160e-02,9.262065403e-03,-8.412776887e-02,-1.822866499e-01,1.353845000e-01,2.246618271e-01,1.576068997e-01,2.576475441e-01,2.538042068e-01,-8.924291283e-02,-7.842358947e-02,5.099383742e-02,-8.778890967e-02,2.052071095e-01,9.286779165e-02,-9.218902886e-02,1.973433420e-03,-1.108556613e-02,4.727914929e-02,8.203791827e-02,4.075686913e-03,-3.619125346e-03,-2.548692934e-02,7.442933321e-02,-5.733231455e-02,-2.190470137e-02,-2.410233207e-02,4.303631932e-02,-3.811758757e-02,6.415945292e-02,-3.306990117e-02,2.791338786e-02,1.800902747e-02,6.363252550e-02,-9.246788919e-03,-4.047891125e-02,8.776481263e-03,5.935814232e-02,7.148426771e-02,3.177952766e-02,-3.542283550e-02,3.406314179e-02,-3.707918897e-02,2.515633963e-02,-2.308238298e-02,4.926351458e-02,-2.346464619e-02,-5.042818561e-02 +biases1 = -6.604563445e-02,8.173487335e-02,-1.613180339e-02,-2.906095386e-01,5.207983777e-03,1.101349443e-01,-8.937103674e-03,-8.229539543e-02,1.677606702e-01,1.243212670e-01,-7.182587404e-03,1.419090182e-01,1.514342427e-02,-6.610357761e-02,1.535764337e-01,-2.171251923e-02,-5.212133378e-02,0.000000000e+00,2.570014894e-01,1.671678126e-01,-1.599023677e-02,-1.834812909e-01,-3.086246550e-01,-2.919781022e-02,-3.217568099e-01,9.188006073e-02,1.948955059e-01,-1.909014955e-02,1.499861777e-01,-1.498442888e-01,-1.911086030e-02,1.789001673e-01 +weights2 = -3.536076099e-02,-8.117947727e-02,1.105882321e-02,4.878118336e-01,2.649193108e-01,-9.067443013e-02,1.745249331e-01,2.460015714e-01,-1.205702871e-01,-9.272286296e-02,8.648535044e-08,-1.282901168e-01,1.796668768e-01,1.968644857e-01,-1.068934053e-01,2.530214610e-03,-2.234289786e-05,1.948955344e-07,-1.330205649e-01,-1.205434799e-01,1.671794504e-01,3.886670470e-01,4.510124922e-01,2.972094417e-01,4.486172497e-01,-1.002792120e-01,-1.281211823e-01,2.284728107e-04,-1.140940860e-01,3.679088950e-01,1.825515181e-01,-1.206419393e-01 +biases2 = 4.827976599e-02 diff --git a/params/D00106.001.txt b/params/D00106.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1d07ba2880261dfbfcf29e95715378be7a2dc2a --- /dev/null +++ b/params/D00106.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -2.275683135e-01,8.568532020e-02,3.653471768e-01,-2.260931768e-02,2.304582670e-02,-3.928816915e-01,-3.400448263e-01,-1.205061749e-02,-3.895278275e-02,1.361146122e-01,-1.065472886e-01,-9.086291492e-02,3.480573297e-01,2.894234955e-01,5.521965772e-02,-6.733042002e-02,-2.435195260e-02,-1.877517551e-01,-1.503961235e-01,-3.019353841e-03,5.827296525e-02,2.623674572e-01,1.226202846e-01,-1.821112335e-01,-4.540859908e-02,-2.406180501e-01,4.777090847e-01,1.565768868e-01,-8.095122576e-01,-3.042753339e-01,-2.427196205e-01,-1.539482921e-01,-3.274820745e-01,-2.572458051e-02,-1.070574224e-01,-6.002566591e-02,3.360511363e-01,1.174826697e-01,3.749314696e-02,-3.001337051e-01,-1.229132712e-01,-2.042916715e-01,-1.894458681e-01,-7.797153294e-02,2.137400210e-01,-8.231674880e-02,1.428141352e-02,6.925192475e-02,3.821758628e-01,-1.767257154e-01,-3.111231923e-01,-1.113661155e-01,-3.652844429e-01,-1.917773336e-01,-4.735206068e-02,-5.409570038e-02,-1.873851269e-01,-9.082143754e-02,-2.016499639e-01,-4.293056205e-02,3.868782893e-02,-1.033007130e-01,-7.872270793e-02,-1.315837055e-01,5.398450494e-01,1.012918800e-01,-2.292399295e-02,-5.754947662e-03,-1.998942643e-01,-6.107617021e-01,-4.267153442e-01,5.424698815e-02,-8.720476925e-02,6.772280484e-02,-7.882647961e-02,-1.223009378e-01,2.723307610e-01,-6.376619637e-02,1.050249040e-01,4.967411980e-02,1.129282117e-01,-2.212010920e-01,-3.041305542e-01,-3.404263034e-02,2.286298946e-02,1.503387243e-01,2.415380776e-01,-1.721684635e-01,1.595566864e-03,-2.026751339e-01,4.064460695e-01,2.490561455e-01,-9.872907996e-01,-1.671396196e-01,-1.880375594e-01,-1.505948752e-01,-3.331697583e-01,-2.079416439e-02,2.837066054e-01,-6.100767478e-02,3.460493088e-01,1.944455951e-01,1.907398179e-02,-2.538251579e-01,-1.762799472e-01,-9.803331643e-02,-2.931396067e-01,-5.533365160e-02,3.081856668e-01,-1.227644607e-01,-2.636017278e-02,6.870104373e-02,-5.168084502e-01,-1.638511717e-01,-1.600393951e-01,-9.608492255e-02,-1.170850247e-01,6.107972935e-02,-6.118770689e-02,-1.766594350e-01,-1.327367127e-01,-1.668089479e-01,-5.448868498e-02,-1.266914457e-01,1.976621598e-01,1.530748308e-01,-1.425348818e-01,-2.513779104e-01,-2.472657859e-01,1.531589329e-01,1.486726999e-01,-2.549091913e-02,-8.237826079e-02,-4.200794995e-01,-5.352225900e-01,-3.611163795e-01,4.914996028e-02,-5.096172094e-01,-1.793685108e-01,-1.902965903e-01,-1.462165117e-01,7.215750217e-02,1.151452661e-01,-2.829605937e-01,-4.760645032e-01,-3.654927611e-01,-2.664040625e-01,-4.886257276e-02,1.769391745e-01,1.884165704e-01,4.143511057e-01,-7.133904845e-02,-1.688729525e-01,-8.092732728e-02,5.356038809e-01,2.477008700e-01,9.542760998e-02,-1.478252411e-01,-1.885014325e-01,-8.240673691e-02,8.111711144e-01,-7.617793232e-02,3.868683800e-02,-3.807715699e-02,3.198339641e-01,5.539457500e-02,-1.077444479e-02,-3.482974321e-02,-1.297915578e-01,1.167222485e-01,-2.460560650e-01,-7.659128308e-02,-1.939968616e-01,-1.919047534e-01,-1.570272148e-01,2.209441066e-01,-2.850989699e-01,-1.603567414e-02,-1.241772473e-01,-8.452337980e-02,-3.624048829e-01,-2.854986303e-02,-9.570539743e-02,-8.123411983e-02,-1.452059299e-01,7.423836738e-02,-1.302103698e-01,-3.603898734e-02,3.563104570e-02,6.704621017e-02,-2.150131389e-02,-1.392499208e-01,-1.834380031e-01,4.632494971e-02,-1.559837312e-01,-3.925204650e-02,-1.790063679e-01,-1.859707385e-01,-5.038799047e-01,-9.550557286e-02,5.360532999e-01,5.683488846e-01,-1.383001804e-01,-2.264210135e-01,3.153964281e-01,3.684446812e-01,-3.048384562e-02,-4.206061959e-01,-2.203124613e-01,-2.730106413e-01,-3.004463911e-01,9.064387530e-03,6.972096860e-02,-6.136064604e-02,4.098849893e-01,-2.189344317e-01,-3.236120343e-01,-2.708007395e-01,3.308854401e-01,1.436279416e-01,-5.135512948e-01,-2.001870424e-01,-1.715835631e-01,-1.770932525e-01,-6.969594210e-02,1.827679947e-02,2.031781971e-01,-7.568925619e-02,5.661551952e-01,7.623267919e-02,6.443123333e-03,-3.820828199e-01,-1.161672920e-01,-7.725243568e-01,-1.340792179e-01,2.421594411e-02,-1.750547998e-02,-1.436149627e-01,-2.997419424e-02,3.709705472e-01,2.762121856e-01,-9.607481956e-02,4.986377060e-02,-9.099786729e-02,-4.049386084e-01,-3.370470181e-02,-1.398609281e-01,1.480817199e-01,-4.908657074e-01,7.542525232e-02,-7.853874564e-02,3.278803779e-03,6.619123742e-03,-2.251521945e-01,-1.973227039e-02,-5.682432652e-02,1.828688979e-01,1.946905404e-01,6.465662718e-01,-8.783823997e-02,-2.370660305e-01,-2.910391986e-01,-7.609669566e-01,-2.816362977e-01,-9.291636944e-02,-3.561196923e-01,-1.023682877e-01,-2.145869434e-01,9.638252854e-02,-5.132665485e-02,7.656518370e-02,-6.143445969e-01,-2.424564511e-01,-4.216621518e-01,-9.172232449e-02,-1.959910430e-02,2.018715441e-01,-1.751210690e-01,3.567256927e-01,-2.233642787e-01,-4.355958700e-01,-2.237525135e-01,4.603416324e-01,2.034157217e-01,5.649129301e-02,-2.808266282e-01,-4.698855281e-01,-1.100169718e-01,-1.393182129e-01,1.315059662e-01,-5.717024803e-01,-3.474364802e-02,5.092644691e-01,2.447476238e-01,-3.921102732e-02,-1.723739356e-01,2.653601170e-01,4.519438148e-01,-2.748638093e-01,1.368789673e-01,1.581345126e-02,4.422519803e-01,8.903499693e-02,7.384819984e-01,1.673508901e-03,-2.090587914e-01,-1.865246594e-01,-5.472159386e-02,-4.221571088e-01,1.649773121e-02,2.160272151e-01,1.289467514e-01,-1.314937174e-01,-2.716728151e-01,-1.031297222e-01,-1.810113937e-01,-3.778069615e-01,-3.107110858e-01,5.233722925e-02,-2.975852787e-01,9.697058052e-02,1.779775321e-02,-3.201935291e-01,-1.014497653e-01,-2.478294969e-01,-6.447066069e-01,-6.110881567e-01,-5.544912815e-01,8.367168903e-02,4.422923177e-02,2.876308374e-02,-2.541994154e-01,2.686463855e-02,2.856024541e-02,-5.100598186e-02,-5.147722363e-01,-1.616298258e-01,-2.914534509e-01,-2.278247029e-01,-3.616845235e-02,3.532052040e-01,3.236267269e-01,3.026135564e-01,-9.830617346e-04,-1.134593114e-01,-3.474790156e-01,3.852398694e-01,2.788724601e-01,-6.293986738e-02,-2.344665378e-01,-3.704431355e-01,-9.811387211e-02,9.567531198e-02,-9.414403886e-02,6.617731452e-01,2.346115001e-02,4.710556567e-01,1.841194779e-01,2.871774435e-01,-4.175045490e-01,-2.283524275e-01,-7.415891439e-02,-2.382729203e-01,-4.363694787e-02,-7.125573605e-02,-2.180450223e-02,-7.567561232e-03,7.885033488e-01,-2.283519357e-01,6.327201426e-02,-3.170154989e-01,-8.277693391e-02,-5.244182944e-01,-6.789873540e-02,-2.060402632e-01,4.245649278e-01,-1.364847124e-01,-2.216940001e-02,-1.957361400e-01,-3.642763197e-02,-1.017964110e-01,2.721529640e-02,1.770707667e-01,-4.592472315e-01,4.940683395e-02,-1.004764140e-01,-1.053344831e-01,-1.200920939e-01,-1.086767465e-01,-4.591466188e-01,-3.420314491e-01,1.344226718e+00,-1.203610078e-01,-5.169628859e-01,-2.200675569e-02,-1.496490836e-01,6.118267402e-02,7.683187723e-03,-1.740765125e-01,-4.794673324e-01,-2.456202954e-01,-3.228565156e-01,-2.837626040e-01,-1.359661669e-02,1.897307783e-01,2.051974684e-01,1.372191310e-01,-5.651407838e-01,-4.199983180e-01,2.260569334e-01,3.515857160e-01,1.219777539e-01,-4.275530577e-02,-2.260195464e-01,-2.329512388e-01,-8.607751876e-02,1.627231687e-01,-2.210365422e-02,2.045733035e-01,6.058637798e-02,3.941816688e-01,5.571170896e-02,-5.481855944e-02,-7.042286992e-01,-1.631066352e-01,-5.594965219e-01,-4.086079001e-01,-2.230527811e-02,-1.020294577e-01,-7.474923879e-02,-3.130848110e-01,7.204313278e-01,-1.637442708e-01,1.409910023e-01,-1.866302080e-02,-1.237170920e-01,-4.232215583e-01,-6.544064265e-03,3.230008110e-02,-6.232647300e-01,3.087090552e-01,4.508262873e-01,5.895504728e-02,-5.384042393e-03,-1.255100816e-01,9.268288314e-02,4.682503343e-01,-4.384317994e-01,-4.652819335e-01,1.203376770e+00,5.320330262e-01,-1.446627378e-01,-1.629314572e-01,-8.827888370e-01,1.034879535e-01,-3.696202934e-01,-6.669882536e-01,1.438607931e+00,1.085345447e-01,-1.918006986e-01,2.070889324e-01,-3.895451725e-01,1.018497348e+00,-2.771063447e-01,-6.333456933e-02,-4.423973858e-01,-1.109864935e-01,-1.067131758e-01,2.888261676e-01,2.641752362e-01,-8.829686046e-02,-7.177746892e-01,-1.904983371e-01,-5.114800930e-01,4.117134213e-01,2.622563243e-01,-1.286390144e-02,1.256063282e-01,-1.380618215e-01,-8.605034649e-02,2.396355122e-01,-5.744146109e-01,-4.139488637e-01,1.365257949e-01,3.790963590e-01,1.321007609e-01,-3.157835901e-01,1.138477087e+00,-4.838899374e-01,-6.444194913e-01,-3.665594757e-01,-1.004095450e-01,-1.778514385e-01,1.644281670e-02,-6.286560297e-01,4.394467175e-01,9.176050872e-02,-4.910497069e-01,-2.102868259e-01,-8.198852837e-02,-4.530594945e-01,2.816978991e-01,7.325362414e-02,-5.994783640e-01,9.467028975e-01,-6.822764277e-01,-1.736920178e-01,-2.521556057e-02,-2.254324704e-01,4.702278599e-02,-5.035604239e-01,-3.599357307e-01,-2.570051551e-01,-4.094214141e-01,-1.653313190e-01,2.291748822e-01,-1.324113756e-01,-2.107385248e-01,1.981367767e-01,-8.713812232e-01,1.294593573e+00,-3.549428284e-01,-8.122710884e-02,-6.939445436e-02,8.986764587e-03,7.024035454e-01,-3.485261202e-01,-2.480760366e-01,-1.368510723e-01,-5.973286033e-01,-2.975923717e-01,-5.511284471e-01,1.409749091e-01,-3.447213769e-01,1.563499123e-01,-3.539104164e-01,-3.622913063e-01,-7.302980423e-01,5.962982774e-01,9.715367109e-02,-9.003854543e-02,-3.608253598e-01,-5.025030971e-01,4.741539061e-02,5.061931536e-02,1.174387097e+00,8.167136312e-01,5.241602659e-01,4.068487585e-01,2.810415924e-01,-7.091354728e-01,1.132346630e+00,-7.080858350e-01,1.274011254e+00,-5.174525380e-01,-1.871367842e-01,-2.259220555e-02,-2.196137309e-01,8.965716362e-01,2.016741484e-01,1.459187120e-01,-4.721756279e-01,-5.570086837e-01,-3.990688920e-01,-3.633762896e-01,6.952250004e-02,1.273373812e-01,-4.554280341e-01,-6.188696027e-01,-5.884957910e-01,-1.761868410e-02,1.041767746e-01,-1.054335311e-01,-3.225438297e-01,-2.973857820e-01,-2.846270800e-01,1.999973357e-01,2.379610986e-01,1.579058766e-01,-2.973360419e-01,-2.412041426e-01,2.701379545e-02,1.027033944e-02,-3.555958569e-01,-5.879282355e-01,-9.137652814e-02,1.370142866e-02,-1.833132207e-01,5.365253612e-02,-2.754944563e-01,-9.999743849e-02,-1.913218051e-01,5.875093341e-01,-6.379137635e-01,-3.728643656e-01,-2.655101418e-01,2.337917835e-01,-1.211638823e-01,6.230208278e-02,-3.768100441e-01,-4.280604720e-01,-3.999159932e-01,2.568056583e-01,1.301148534e-01,-1.191016436e-01,-6.051108241e-02,-2.488010526e-01,4.104967415e-02,-5.509816408e-01,2.882027626e-01,-7.047034055e-02,7.355905175e-01,4.189830422e-01,-5.230633542e-02,-4.226837456e-01,7.852897048e-01,1.052691460e+00,4.163862467e-01,-3.512961566e-01,-2.130382061e-01,6.464762241e-02,5.805383921e-01,6.717351824e-02,9.344313294e-02,-4.338039160e-01,-1.927795708e-01,8.215718716e-02,-3.697061539e-01,-3.595375121e-01,-5.835903808e-02,1.228683516e-01,-6.012855172e-01,-4.313753545e-01,-3.247611523e-01,6.075331941e-02,2.108543813e-01,-2.082707882e-01,-4.450963140e-01,2.970435843e-02,-2.268123925e-01,-4.510899484e-01,6.107256748e-03,1.858659089e-01,2.727018297e-01,-3.291027248e-01,2.405609787e-01,9.359130263e-02,4.324146509e-01,3.777854145e-03,-5.422163010e-02,-6.303951889e-02,-3.015587665e-02,-1.463203877e-01,6.018773466e-02,-7.451569289e-02,-2.949478850e-02,-2.863964997e-03,-8.525429368e-01,-2.697860599e-01,2.709281072e-02,2.641280591e-01,-2.771167755e-01,-3.121816516e-01,-1.448060274e-01,-1.728479415e-01,-2.990234494e-01,3.296988308e-01,1.514009833e-01,-1.130903838e-03,-1.110914350e-01,-2.721651196e-01,-1.195922121e-01,5.447669029e-01,1.796655357e-01,1.998228729e-01,3.267702460e-01,5.090597272e-01,-2.884133756e-01,-3.052677214e-01,-9.613688588e-01,1.044588629e-02,1.461904943e-01,-4.474560618e-01,-2.169902772e-01,2.484780550e-02,3.102204017e-02,3.332167864e-02,-1.141311601e-01,-2.881788909e-01,3.622598648e-01,-3.191886246e-01,-8.235471249e-01,-3.920407891e-01,1.201395765e-01,2.964306772e-01,1.252427697e-01,-2.361535132e-01,-1.926392615e-01,1.607159823e-01,4.058411717e-02,-8.657302707e-02,-1.805911809e-01,6.148818135e-02,-2.027101442e-02,-2.826128602e-01,4.611725509e-01,-9.111905098e-02,-3.559088409e-01,-2.765540183e-01,4.730227888e-01,7.888644189e-02,1.564226002e-01,-5.102870613e-02,4.315005988e-02,1.283816993e-01,-7.437964529e-02,-1.050746068e-01,-8.486171067e-02,-3.631092310e-01,-1.490253508e-01,-1.268063337e-01,-4.324563444e-01,-8.419284225e-02,8.166252971e-01,2.675554454e-01,-3.796733618e-01,-8.880275488e-02,-2.434251755e-01,-2.941020392e-02,-2.197601348e-01,1.886679530e-01,3.227504790e-01,-7.979538292e-03,-1.879394948e-01,-3.905352354e-01,-6.504014879e-02,5.938017741e-02,-5.302785635e-01,2.607406676e-01,-1.457078904e-01,4.967856407e-01,-3.768669367e-01,-2.912959754e-01,-3.756538033e-01,-2.165673673e-01,-2.898998857e-01,-4.931476712e-01,-4.789099693e-01,-7.539212704e-02,1.463652998e-01,7.336182892e-02,-2.791695893e-01,1.527583450e-01,1.969628781e-01,-2.886629999e-01,-5.118450522e-01,-4.358405769e-01,7.865767926e-02,7.380054891e-02,-8.587516844e-02,-9.777323902e-02,6.685499847e-02,1.561083198e-01,1.753510833e-01,-2.061375976e-02,-7.404503226e-02,4.283730388e-01,2.097057104e-01,-3.028637171e-01,9.317518026e-02,3.729512170e-02,-2.396655381e-01,-2.269130945e-01,5.509378910e-01,4.858548567e-02,1.196483057e-02,-6.685756147e-02,1.946709901e-01,-5.131811649e-02,2.023593783e-01,-7.073552012e-01,8.228261769e-02,-3.150692880e-01,-1.010949910e-01,2.433418781e-01,-3.378905356e-01,-1.870242655e-01,4.665578306e-01,2.758096457e-01,-3.900956810e-01,-8.099783957e-02,-2.530653179e-01,-2.773035318e-02,-9.006686509e-02,-6.299445778e-02,2.991591990e-01,6.095266938e-01,-1.017958969e-01,1.249072626e-01,-2.437522411e-01,-1.247217879e-01,9.155744314e-02,2.220450044e-01,-2.924447656e-01,4.033408761e-01,-7.142821550e-01,-2.673982978e-01,-3.121272624e-01,-1.961961575e-02,-2.020163983e-01,-3.495596945e-01,-7.772716880e-01,3.911919296e-01,-1.327272207e-01,-6.810347438e-01,1.111102700e-01,-1.306062564e-02,-1.514651924e-01,-2.755922079e-01,-1.313615292e-01,-4.002618790e-01,3.486573696e-01,7.235780358e-02,4.682693630e-03,-2.804389894e-01,-3.022587001e-01,4.438526034e-01,2.204796374e-01,-5.023902655e-01,-4.836782441e-02,6.192645431e-01,-4.992046580e-02,-4.010032117e-01,1.098634601e-01,-2.812346816e-02,-1.155295372e-01,-2.653563917e-01,4.900080860e-01,8.799274564e-01,3.678002581e-02,-2.367007136e-01,3.086549044e-02,3.906974792e-01,-5.550072789e-01,-7.021874189e-01,1.106469333e-01,-1.259907708e-02,-1.425536424e-01,1.694796532e-01,-2.877199352e-01,-1.775332242e-01,1.997916400e-01,3.381278813e-01,-2.769589126e-01,-2.725132108e-01,-1.668761075e-01,-5.044630542e-02,-1.489591151e-01,-4.626983032e-02,-2.214031853e-02,1.197987318e+00,-1.575378776e-01,9.810038656e-02,6.399427075e-03,1.585373282e-01,-2.461150736e-01,1.190341935e-01,-9.382540733e-02,3.398157358e-01,-6.092128158e-01,-5.366467237e-01,-3.459777832e-01,2.225324064e-01,2.252521366e-01,-5.012124181e-01,-2.891915739e-01,-1.636656672e-01,7.890779525e-02,-2.614204586e-01,-1.852312498e-02,-1.243134364e-01,1.193185970e-01,-1.167362258e-01,-1.874635965e-01,-3.606581092e-01,1.913436204e-01,-2.980526090e-01,-7.228646427e-02,-3.300857246e-01,-5.068411231e-01,1.367250830e-01,8.110961318e-01,-5.412402749e-01,-2.324782908e-01,-7.596836984e-02,-1.290073842e-01,-1.435439885e-01,-9.020774066e-02,2.587024495e-02,-1.415484399e-01,-1.605786085e-01,1.008158922e+00,-1.670328975e-01,4.058302566e-02,-2.549762428e-01,-9.150721133e-02,8.767707348e-01,-4.769418240e-01,-4.339925945e-01,9.303683043e-02,8.180156350e-02,2.759497799e-02,-7.726776600e-02,-1.528143287e-01,-2.714538388e-02,8.546439558e-02,2.671505511e-01,-7.696689963e-01,1.745128334e-01,-3.149335682e-01,-2.188709527e-01,-9.321469814e-02,4.748566747e-01,-6.728274226e-01,-5.700740218e-02,2.982871234e-01,-1.066195965e-01,-1.922144592e-01,1.662583798e-01,-9.065139294e-02,1.590509117e-01,2.025852213e-03,2.273317128e-01,3.597504497e-01,2.380927950e-01,-2.050568461e-01,-3.296346217e-02,5.725461245e-02,-7.720741630e-01,9.340984225e-01,2.344972789e-01,3.447534442e-01,-2.374836802e-02,-1.800519973e-02,-1.427145898e-01,2.913244255e-02,-3.610408604e-01,-1.428741068e-01,-2.819095850e-01,-8.031432629e-01,-4.729445577e-01,-6.901358068e-02,1.122084633e-01,-2.722597122e-01,-5.995844007e-01,1.603972763e-01,4.744897783e-02,-9.366005063e-01,-2.033565789e-01,-1.009089872e-01,-2.029284686e-01,-2.510412969e-02,-1.919422299e-01,-9.119619429e-02,-3.167901635e-01,-7.276999354e-01,1.079073548e-01,-1.347215325e-01,4.018866271e-02,-1.283605248e-01,-3.531212807e-01,-9.550476819e-02,-4.675396776e-04,-1.066776440e-01,-1.035367548e-01,-7.666308433e-02,9.725066274e-02,-1.418596953e-01,-2.821618319e-01,6.564534456e-02,2.994527221e-01,-1.686261594e-01,-2.229736149e-01,-1.782431155e-01,-7.036504894e-02,-1.880979687e-01,4.272311628e-01,-2.483505905e-01,-7.970255613e-02,-4.589489698e-01,-1.479286849e-01,-3.676254451e-01,-1.612063944e-01,-1.151310727e-01,3.181077540e-01,-2.749034204e-02,2.026382238e-01,-1.345073283e-01,-2.617792189e-01,-9.028931707e-02,-3.538293242e-01,5.513674021e-02,-2.185363173e-01,2.866632342e-01,-2.260821164e-01,4.740414023e-01,5.641238764e-02,2.576032281e-02,6.957809627e-02,-2.227041870e-02,-4.729660228e-02,-1.437797099e-01,-1.332904249e-01,8.259627223e-01,1.495479345e-01,-1.452350318e-01,-1.069434360e-02,-1.382846534e-01,1.244533584e-01,1.931277453e-03,9.720203280e-02,-1.089351699e-01,-5.674812570e-02,1.349066645e-01 +thresholds = -7.890791893e-01,-1.218040824e+00,-8.131033778e-01,-7.876381278e-01,2.078636438e-01,-8.193551302e-01,-9.093328714e-01,-2.193835020e+00,-1.578681469e+00,-1.598666668e+00,-8.010584116e-02,-2.209872901e-01,-8.363086581e-01,-8.020949364e-01,-1.007519126e+00,-1.134476185e+00 +weights1 = 1.763939708e-01,-8.194820024e-03,3.392111883e-02,-6.338457763e-02,1.740620472e-02,1.590999663e-01,-2.043207176e-02,-1.400526762e-01,-1.159530357e-01,1.467196345e-01,3.566059098e-02,9.319609962e-03,-2.700737491e-02,-2.611979097e-02,-2.138490789e-03,1.323742867e-01,-2.441865802e-01,2.720082104e-01,6.429408677e-03,8.972333744e-03,-7.510103285e-02,8.641786128e-02,-2.659270763e-01,5.578456912e-03,2.896108665e-02,2.175880037e-02,3.188297749e-01,7.453923114e-03,7.672414184e-02,-1.630190611e-01,-5.781497806e-02,-1.351160370e-02,1.391117871e-01,-5.626378953e-02,2.332689799e-02,-6.182880141e-03,-5.067471787e-02,1.207184792e-01,1.363440044e-02,6.605641916e-03,-9.776970744e-02,4.856164381e-02,5.186847970e-02,1.115263160e-02,-2.213237993e-02,-4.390574992e-02,2.489425614e-02,-9.243800491e-02,-6.219684333e-02,-2.904252708e-02,-2.711189911e-02,2.845313214e-02,7.764548808e-02,2.920991369e-02,-1.251748204e-01,-2.325321548e-02,4.863854125e-02,3.836241364e-02,1.385411620e-01,-4.743285012e-03,-5.448384210e-02,-5.425777286e-03,-6.840601563e-02,-5.393092334e-02,1.748631746e-01,9.656381793e-03,-1.642019860e-02,4.063666612e-02,1.466898015e-03,1.821668297e-01,5.241739377e-02,5.991101637e-02,-1.611653864e-01,1.177663207e-01,-6.115948409e-02,1.474701241e-02,-2.506816201e-02,5.786461011e-02,-1.034954488e-01,-2.515591383e-01,-3.902002871e-01,8.207760751e-02,-5.298568308e-02,2.652773401e-04,7.827748358e-02,7.951567881e-03,-3.523305655e-01,6.982667744e-02,8.249872923e-02,-3.662303090e-02,2.429007143e-01,-3.857263923e-02,-5.861307308e-02,-3.392694518e-02,-1.204940379e-01,-2.101956867e-02,2.928387523e-01,7.179336250e-02,3.064697608e-02,4.645031877e-03,2.303097770e-02,1.898153126e-01,6.003359705e-02,7.698406279e-02,-2.070595026e-01,1.012625471e-01,5.694118887e-02,-2.300561033e-02,-1.980666770e-03,-1.035840437e-01,-1.148089841e-01,-1.404253542e-01,-5.462914705e-02,8.169480599e-03,-2.474521473e-02,-1.479877811e-02,3.634610772e-02,7.951500267e-02,-1.801412404e-01,3.346231068e-03,3.538744152e-02,-5.796201993e-03,2.626245022e-01,-6.524361670e-02,7.063177973e-02,-1.821416803e-02,1.537660416e-02,-7.683263626e-03,1.014065519e-01,1.326557831e-03,5.449081771e-03,-8.958683349e-03,3.666048124e-02,3.978675008e-01,-5.320098251e-02,-7.941953838e-02,1.557239145e-02,8.414161205e-02,-6.886260211e-02,-2.350969706e-03,-9.057869017e-02,1.424529850e-01,9.771053679e-03,-1.365245432e-01,-2.506197393e-01,-3.401567414e-02,7.094359957e-03,3.991636634e-02,-3.408403322e-02,-1.736581773e-01,-3.569107056e-01,-5.400364101e-02,-5.905298516e-02,-3.211303800e-02,8.079329506e-03,-5.672326311e-02,-4.729709402e-02,-1.409538090e-01,2.540465794e-04,-3.712273762e-02,2.339605540e-01,7.646767050e-02,2.077218890e-02,5.105786398e-02,-4.056240991e-02,2.196287215e-01,2.856902219e-02,5.081608519e-02,-1.779326946e-01,9.729234129e-02,5.087672919e-02,1.300162449e-02,-2.784030885e-02,-1.026448682e-01,-2.791337669e-02,-2.191125304e-01,-6.483163685e-02,-7.824413478e-02,-1.469051838e-02,3.054003417e-02,1.032057554e-01,1.298584789e-02,-2.875675559e-01,-2.444981597e-02,-3.493857384e-02,4.079480469e-02,6.010534242e-02,-2.035817876e-02,-7.514591515e-02,7.658506185e-02,2.442752570e-02,1.687699556e-02,-3.852162659e-01,-6.821429729e-02,-6.239424646e-02,-1.827818900e-02,9.698657319e-03,1.866249293e-01,-2.073857747e-02,-1.300119758e-01,3.568621874e-01,4.501960054e-02,-1.641401649e-01,1.328106318e-02,-7.317785919e-02,2.686625421e-01,1.724013239e-01,-3.900871053e-02,3.055611253e-01,1.117533371e-01,-5.474757403e-02,-9.912974387e-02,-2.896439433e-01,7.114981860e-02,3.814120591e-01,2.602539584e-02,6.099213287e-02,-1.241942793e-01,3.176186681e-01,-4.307002202e-02,-7.737548649e-02,5.679855496e-02,3.667456284e-02,5.442802235e-02,-3.656663001e-01,-1.669759490e-02,3.096375382e-03,4.202479124e-02,-2.314847521e-02,-2.919991687e-02,-3.213326260e-02,-7.038241625e-02,1.769254506e-01,8.601005189e-03,-4.460021108e-02,-2.959741093e-02,4.178425588e-04,9.955898672e-02,1.703726128e-02,5.002285168e-02,2.829211950e-02,-1.915126294e-01,-6.869620830e-02,1.856129244e-02,-4.168368503e-02,-2.268650830e-01,5.700605363e-02,-2.654642984e-02,-3.429038078e-02,-3.551782668e-02,-1.960405856e-01,5.649668351e-02,-8.051764965e-02,2.929669805e-02,-2.713953145e-02,9.303914383e-03,-1.655294932e-02,-1.140146330e-01,-1.023476571e-01,-7.235992700e-02,-3.934687935e-03,2.843936980e-01,-1.365640759e-02,-1.568564326e-01,1.170856059e-01,8.875436336e-02,-1.911606640e-01,-1.474742685e-02,-1.076490358e-01,9.815090150e-02,1.180156991e-01,-9.887641668e-02,-1.908655860e-03,-6.331195831e-01,-2.669722214e-02,-1.259068251e-01,-2.375539392e-01,-6.083173752e-01,-9.538819641e-02,-6.035370007e-02,8.706551977e-03,-1.033757627e-01,-2.267086646e-03,6.254230440e-02,-2.331038266e-01,-2.059554905e-01,2.387666609e-03,-4.488877486e-03,-1.385907054e+00,-2.218454890e-02,-1.370316837e-02,4.712828435e-03,-4.131454974e-02,-2.043839842e-01,-3.715694323e-02,-1.139882952e-01,3.745165169e-01,-2.592601180e-01,-1.697650999e-01,-4.879572615e-02,1.955443807e-02,2.757469118e-01,8.752368391e-02,1.899443418e-01,1.158158034e-01,-7.258411050e-01,-1.766195707e-02,5.361909512e-03,-8.515122533e-02,-5.325341225e-01,9.390845895e-02,-1.881535500e-01,-1.626621187e-01,-6.998010725e-02,-1.135687232e+00,1.644625328e-03,-2.305452973e-01,-2.823068295e-03,2.990020253e-02,3.791409731e-02,-4.319887236e-02,-1.714177877e-01,-5.397776142e-02,-8.337526023e-02,-3.610540926e-02,-2.044205368e-01,-1.459899824e-02,-3.337380290e-01,-9.947465360e-02,-1.678285152e-01,-3.009440303e-01,-1.776607893e-02,-4.733711481e-02,3.064628318e-02,2.618767507e-02,-3.434095979e-01,1.576293856e-01,-7.082744241e-01,4.821058828e-03,1.481693983e-02,-4.482862353e-01,-6.692721248e-01,8.792026900e-03,-9.999267012e-02,-2.625939846e-01,-2.104526162e-01,-5.322293639e-01,-5.352918431e-02,-1.975937784e-01,1.205676720e-01,-4.332385585e-02,-1.268276274e-01,-4.107401371e-01,-3.484478220e-02,-3.779712319e-02,1.276684087e-02,-1.792378351e-02,-3.436206877e-01,-8.850683458e-03,2.513030544e-02,1.603409350e-01,-1.906583309e-01,-3.026976949e-03,-4.954304919e-02,-2.623730339e-02,1.987304986e-01,9.893715382e-02,-7.369262632e-03,6.049496680e-02,-1.126461998e-01,-4.082452133e-02,4.662552103e-02,-8.620852232e-02,-1.615797281e-01,8.142783493e-02,-9.766814299e-03,-1.613545120e-01,-3.357210755e-02,-3.799708784e-01,-1.916757785e-02,-4.024446383e-02,9.117642790e-02,-4.553821310e-02,-1.438850816e-02,-9.165343642e-02,-1.042524725e-01,-3.151774779e-02,-6.103235856e-02,-7.688361686e-03,-3.501204550e-01,-6.265738606e-02,-1.286132485e-01,-1.457883120e-01,-3.082159758e-01,-1.318428516e-01,-1.939111203e-02,-7.549494039e-03,-2.383327186e-01,-3.011659533e-02,-2.784779370e-01,-2.163316682e-02,-3.754008114e-01,-1.004919596e-02,-7.297970355e-02,-1.640515178e-01,-3.510262072e-01,-6.865920871e-02,-7.270539552e-02,-2.431037426e-01,-1.012414917e-01,-4.529667497e-01,1.375264372e-03,-1.548222750e-01,-3.090165555e-02,5.757099763e-02,6.646879017e-03,-4.701812267e-01,1.460855361e-02,-8.193972521e-03,-2.849848941e-02,-1.014209539e-02,-2.575408816e-01,7.840454578e-03,-4.089967906e-02,1.291168332e-01,-1.244523674e-01,-4.611216113e-02,-1.350950100e-03,4.832410812e-02,1.228584871e-01,1.081472710e-01,1.890831739e-01,9.063692391e-02,-1.306624264e-01,-3.799984604e-02,4.579595104e-02,-1.059666723e-01,-1.627861112e-01,1.538851112e-01,-2.599867620e-02,-1.823397279e-01,1.013218425e-02,-3.756673634e-01,2.552955598e-02,-2.684748173e-02,1.400531473e-04,6.327360403e-03,1.096749082e-01,3.498327434e-01,6.566239148e-02,1.939752325e-02,3.461451456e-02,2.704144642e-02,4.951072931e-01,4.733709246e-02,3.268152177e-01,8.681595325e-03,1.548651755e-01,1.001758575e-01,-2.205059491e-02,-3.979256435e-04,1.182465106e-01,6.635384262e-02,-1.432510018e-01,1.512099355e-01,2.763983309e-01,-2.184146084e-03,5.608505383e-02,2.204336226e-01,2.469328195e-01,-1.315595508e-01,8.690289408e-02,1.400713325e-01,1.363372505e-01,5.135943890e-01,-5.565127730e-02,6.117164716e-02,1.086679175e-01,3.141526133e-02,-3.436134011e-02,3.315640613e-02,6.548761576e-02,3.460663371e-03,-1.083962712e-02,1.474907994e-02,5.221860111e-02,-3.744248534e-03,5.253164470e-02,2.800592408e-02,2.776412480e-02,2.080851421e-02,-4.594960064e-02,1.233171765e-02,1.434367243e-02,-3.219682490e-03,-1.433846448e-02,1.396090165e-02,2.511712909e-02,3.440903127e-02,-4.770992696e-02,-5.539763719e-03,6.201348454e-02,-5.734559149e-02,1.229617372e-02,1.435336843e-02,7.598814089e-03,8.436000347e-02,-7.886838168e-02,-1.030281559e-02,-3.042526171e-02,-3.431542777e-03,4.617080092e-02,1.939581186e-01,5.368660763e-02,-9.464567527e-03,-4.126664717e-03,-6.190740690e-02,2.708030641e-01,-4.591833055e-02,2.362729236e-02,-4.813297838e-02,2.128835022e-01,6.955971569e-02,-2.664603479e-02,5.874840543e-02,7.636950165e-02,-4.152273294e-03,-2.006655782e-01,1.253982633e-01,4.599379301e-01,-2.199069597e-02,-6.539926864e-03,5.863310769e-02,1.985726804e-01,7.149601728e-02,8.012730628e-02,1.331299841e-01,-1.520500332e-02,4.540595114e-01,-1.768542081e-02,1.944782585e-01,2.466181219e-01,-3.460105509e-02,2.129885741e-02,1.079981551e-01,2.170006372e-02,-5.682817474e-02,2.192562073e-02,-5.894789938e-03,4.381933063e-02,-8.416091651e-02,4.482008144e-02,-7.759048790e-02,9.523203596e-03,5.700786039e-02,-1.395627670e-02,-5.997281987e-03,-3.391730040e-02,-8.618676662e-02,-6.951698102e-03,-6.708253175e-02,5.258002505e-02,-4.289720673e-03,-2.058641426e-02,-1.342888735e-02,2.332511917e-02,-2.488406561e-02,1.924151182e-02,1.814631559e-02,2.039546892e-02,1.112499833e-01,4.641478881e-03,6.003744528e-02,-1.320747007e-02,3.715722635e-02,-6.287415326e-02,1.882204711e-01,7.856392860e-02,5.483761430e-02,3.927202150e-02,-5.432844162e-02,3.601458967e-01,-3.976526484e-02,1.092111990e-01,-1.002632007e-01,3.355782628e-01,6.618855894e-02,-2.970344014e-02,-5.520619452e-02,9.626953304e-02,-2.406815533e-03,-1.412194818e-01,2.075021621e-03,1.983349919e-01,7.968867198e-03,7.840888575e-03,1.662632078e-01,1.459819376e-01,-3.210830316e-02,1.329065263e-01,1.265617758e-01,4.844950140e-02,2.918233275e-01,5.125503242e-02,4.746979568e-03,2.377147973e-02,-7.946072146e-03,-8.382731676e-02,2.956996262e-01,-3.526965156e-02,-2.189376019e-02,-1.705047209e-03,2.224471234e-02,1.022120193e-01,1.367950719e-02,6.697549671e-02,-1.350043565e-01,7.644819468e-02,3.052951582e-02,1.453451905e-02,3.466336802e-02,-7.481268048e-02,-3.228589147e-02,-8.183006197e-02,-5.140775442e-02,1.177381575e-01,-3.746190667e-02,2.911043167e-02,4.112486914e-02,1.219044104e-01,-1.047072485e-01,2.581378631e-02,5.466904864e-02,1.988875121e-02,2.208582759e-01,9.207534604e-03,4.359795526e-02,-5.438859016e-02,1.443067286e-02,3.951296583e-02,4.021995887e-02,-6.834304333e-02,-4.485944286e-02,2.204745449e-02,-2.658920549e-02,-3.411952257e-01,-1.540754084e-02,-1.111283526e-01,-1.162083447e-01,-1.907359660e-01,-2.614447773e-01,2.463466115e-02,1.885370538e-02,-6.343904138e-01,-9.611278772e-02,-7.128293067e-02,-4.085227847e-02,-4.167685509e-01,-6.822545826e-02,-1.963843219e-02,-1.439523250e-01,-3.955034018e-01,2.956436761e-02,-8.479813486e-02,-2.339378148e-01,-1.189484522e-01,-3.091614544e-01,-4.859559238e-02,-2.191741019e-01,-1.748281121e-01,3.549009934e-02,3.252746165e-02,-1.042896152e+00,-2.224232629e-02,1.544149686e-02,3.495805338e-02,6.986694783e-02,-7.661795616e-01,-2.309823968e-02,-5.515734106e-02,3.418287635e-01,-3.076896966e-01,-1.097415388e-01,-4.229595140e-02,-1.035457943e-02,1.213536412e-01,9.435704350e-02,3.429440260e-01,1.366668791e-01,-3.473337591e-01,-5.907019228e-02,5.916988477e-03,-1.815430075e-02,-2.547344267e-01,2.837403119e-01,-7.614838332e-02,-3.919626176e-01,-2.105561784e-03,-7.397314906e-01,2.552274382e-03,-1.012274176e-01,-3.292106092e-02,2.778734779e-03,4.277769104e-02,-2.537563443e-02,-1.155136824e-01,1.593006402e-02,-6.437501404e-03,-2.617363445e-02,-3.069054484e-01,-3.813202307e-02,-1.865764707e-01,-1.184263267e-02,-2.040131092e-01,-1.165575832e-01,-9.801384807e-02,-2.746240981e-02,-3.842181340e-02,-2.259775624e-02,1.331426501e-01,1.596117765e-02,-1.564910859e-01,7.922127843e-02,-5.165961385e-02,-2.861060798e-01,-2.284023315e-01,1.905751042e-02,-4.729792636e-05,-1.934967041e-01,-1.674127281e-01,-1.411650181e-01,-5.904899910e-02,-1.159664467e-01,-1.804447770e-01,-6.967689097e-02,-1.363259926e-02,-8.162599206e-01,-3.650975600e-02,2.365025133e-02,-9.931503795e-03,4.670340940e-02,-5.224957466e-01,-6.337424368e-02,1.556000672e-02,3.107717335e-01,-2.362671793e-01,-1.520251576e-02,-1.322628837e-02,-3.440299304e-03,2.062657177e-01,1.619345844e-01,3.601419330e-01,1.522193253e-01,-5.201174319e-02,8.123254403e-03,1.178108505e-03,7.087016106e-02,-3.651930392e-02,3.258152604e-01,-6.441104412e-02,-2.825179696e-01,-2.341492800e-03,-3.143321872e-01,-7.041719556e-02,-4.119641334e-02,5.511380360e-02,1.426719408e-02,2.578324825e-02,2.436639816e-01,7.852126844e-03,-2.185671777e-02,-5.943082273e-02,-4.371061176e-02,2.205047011e-01,-1.193283498e-02,2.362874523e-02,-5.989229679e-02,1.332331151e-01,7.480663806e-02,-1.794615015e-02,2.167437226e-03,-2.157738805e-01,-9.949866682e-02,5.158859491e-01,-2.094802260e-01,4.329853356e-01,-5.166222528e-02,2.059915662e-02,3.727164119e-02,1.457497478e-01,3.849824518e-02,1.355641484e-01,1.069023088e-01,5.897212401e-02,4.233047068e-01,2.448644303e-02,8.156310022e-02,-3.079931140e-01,4.133574665e-02,8.879951388e-02,1.588045210e-01,1.809140231e-04,-7.108676434e-02,8.906536736e-03,1.314444188e-02,1.878925860e-01,-3.942317143e-02,5.668899510e-03,-3.970735893e-02,1.027590632e-01,-6.795836613e-03,9.044533223e-02,-1.267934032e-02,-2.590434439e-02,-2.605878003e-02,-5.299931392e-02,-5.005900189e-02,8.480387181e-02,-1.198455133e-02,-5.112215877e-02,-4.515986890e-02,-1.334002614e-02,-2.380719222e-02,1.309325639e-02,7.785979193e-03,6.260530651e-02,1.699679047e-01,-3.360176086e-02,5.266418681e-03,-2.876237407e-02,-1.566668414e-02,2.817128040e-02,1.646001935e-01,-2.627303824e-02,1.988082193e-03,-8.743575774e-03,-6.760423630e-02,2.651687562e-01,3.098718263e-02,-2.602496743e-02,3.233892471e-02,1.547781974e-01,8.407066017e-02,2.641493827e-02,2.607757226e-02,3.211180121e-02,-6.832646206e-03,3.918994218e-02,-1.341417879e-01,1.044402719e-01,1.937430725e-02,2.044105530e-02,4.515905306e-02,9.589324892e-02,-1.446707454e-02,5.105462298e-02,1.117597446e-01,6.772903353e-02,1.847572625e-01,1.250637323e-02,5.269235000e-02,-5.154975131e-02,-4.146125540e-02,3.112550452e-02,1.905805022e-01,4.093097523e-02,-1.172900572e-02,-3.740072995e-02,-1.838198304e-02,1.174563393e-01,3.766342252e-02,-1.395300310e-02,-5.980687216e-02,7.141495496e-02,-1.901323162e-02,-2.210338600e-02,1.929072198e-03,-3.806999326e-02,-2.003983781e-02,-6.270001829e-02,1.057401299e-02,1.154087484e-01,2.537052520e-02,1.066930476e-03,-3.945033625e-02,3.245673142e-03,-1.394851655e-01,2.340978570e-02,1.635115966e-02,-4.986164346e-02,1.352465302e-01,1.225339435e-02,-7.512608171e-02,-2.888047509e-02,-7.823627442e-03,-3.694657981e-02,2.528447509e-01,-1.121140644e-02,3.311208263e-02,-2.619424835e-02,9.780246764e-03,1.288338304e-01,-9.640891105e-03,-1.344255954e-01,-1.315315217e-01,6.425133348e-02,5.182394013e-02,1.827650145e-02,1.107665058e-02,7.111070305e-02,-3.232282773e-02,-1.374802589e-01,-1.419450790e-01,9.615606815e-02,-2.067785390e-04,-3.060396947e-02,-4.058049619e-02,9.642476588e-02,-5.580058321e-02,9.082806110e-02,-5.795235629e-04,3.252584487e-02,3.627797961e-01,-3.002945147e-02,7.598989643e-03,5.213955045e-02,-1.023700386e-01,-8.833936602e-02,2.628245652e-01,4.632344469e-03,-2.911065333e-02,-2.190149203e-02,-8.840541355e-03,1.107463986e-01,-3.043731488e-02,-1.170585863e-02,-1.433370113e-01,9.256503731e-02,2.919904888e-02,8.998415433e-03,2.602514811e-02,-5.577025935e-02,-9.777867049e-02,-1.497806758e-01,-1.124079823e-01,5.274662003e-02,-3.068595193e-03,-3.103655018e-02,6.839568913e-02,8.550645411e-02,-1.594706029e-01,5.204838514e-02,1.810242538e-03,4.529117141e-03,1.940298378e-01,1.441956381e-03,1.191926654e-02,-2.241792530e-02,1.244484354e-02,-2.549974807e-02,-3.707830608e-01,5.629692532e-05,-1.876517572e-02,-1.938957535e-02,-3.866079450e-02,-2.359247655e-01,-4.024173692e-02,-4.817791283e-02,3.207053542e-01,-2.551465333e-01,-2.452513576e-02,-3.438956663e-02,-7.884615660e-02,3.794424832e-01,1.419350058e-01,-2.801671624e-01,3.029341064e-02,-2.877802551e-01,-5.833260715e-03,-5.645760149e-02,-6.921317428e-02,-1.037897021e-01,7.631410379e-03,-4.585694149e-02,-1.967376471e-01,5.334465951e-02,-6.543543935e-01,2.946810983e-02,-9.074551612e-02,8.479429036e-02,-1.172056049e-02,-6.805624813e-02,-1.091056988e-01,5.715028965e-04,1.570242271e-02,-4.378816858e-02,-4.279001430e-02,-9.573032707e-02,-8.102028072e-02,-2.930057421e-02,-1.028092671e-02,-5.736909434e-02,5.386514217e-02,4.110330343e-02,6.886555254e-02,6.321155280e-02,6.308614742e-03,-2.267011628e-02,1.311370078e-02,1.576719992e-02,2.882030047e-02,2.682597376e-03,-3.411330655e-02,3.630379215e-04,-1.645589247e-02,-7.096434385e-02,-1.209463850e-01,4.062531143e-02,-1.159292459e-01,6.913343444e-03,-6.587063521e-02,-5.019863695e-02,2.394050732e-02,2.856177045e-03 +biases1 = 9.957792759e-01,-1.160039753e-01,3.459626436e-02,-4.734272137e-02,1.162480789e-11,1.278279424e-01,-2.387266792e-02,-1.158934385e-01,2.329282165e-01,2.514603175e-02,-1.111115590e-01,-1.554591395e-02,3.493375145e-03,-4.999472201e-02,8.911775425e-03,6.280407906e-01,3.215953410e-01,-2.742454410e-01,-1.342316810e-02,-7.503372431e-02,-2.799319923e-01,-2.947586775e-01,7.174450755e-01,-1.191294752e-02,-3.321247175e-02,-9.418614209e-02,5.240862072e-02,1.361635863e-03,-1.163093746e-01,-7.570544630e-02,2.565447800e-02,7.275990397e-02 +weights2 = 4.044457376e-01,2.191453576e-01,-1.905166171e-02,7.329777628e-02,8.390668021e-11,3.676223159e-01,4.634684324e-02,3.427416682e-01,-6.193333864e-02,2.339257896e-01,3.033956885e-01,3.485754877e-02,-5.564045161e-02,-1.840192676e-01,-5.385213345e-02,-1.639040262e-01,-1.552634835e-01,4.080328345e-01,2.119546756e-02,1.102914959e-01,6.198384762e-01,4.759525061e-01,-1.950562000e-01,1.109616011e-01,1.590135507e-02,2.091357857e-01,3.812038302e-01,4.688504338e-02,2.533136308e-01,-1.925388128e-01,-4.534245282e-02,-3.133983910e-02 +biases2 = -3.034551144e-01 diff --git a/params/D00107.001.txt b/params/D00107.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..659c28663ae50f3f34e94f1f625a5a886e69df8e --- /dev/null +++ b/params/D00107.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 6.219678000e-02,2.459407225e-02,1.881898642e-01,-2.915856540e-01,1.600110531e-01,-4.137521982e-02,-3.191368580e-01,-7.375183702e-02,-5.355849490e-02,-1.359234750e-01,2.516944110e-01,1.377000362e-01,2.340210229e-02,-7.450053999e-06,-1.275698692e-01,6.381712737e-04,-1.988264620e-01,-1.370210201e-01,-3.614011705e-01,1.628015339e-01,-2.019651979e-01,6.962690502e-02,2.616868913e-01,-1.944594234e-01,-9.083309770e-02,1.841606349e-01,-9.693977237e-02,-2.407261729e-01,1.713392511e-02,1.411084980e-01,-5.547517166e-02,-9.509006888e-02,-1.814018339e-01,1.375613660e-01,1.858012192e-02,-1.549673975e-01,-8.446047455e-02,-1.040390432e-01,-5.195497721e-02,-1.482214779e-01,2.024737000e-01,-2.030632645e-01,-8.339477330e-02,-1.936077029e-01,-4.536049068e-02,-1.813321263e-01,-1.241291966e-02,-1.117113233e-01,6.988732144e-03,-1.238226965e-01,-3.972261213e-03,1.631444693e-01,-1.477653533e-01,-8.986774832e-03,-3.620137647e-02,-2.970809489e-02,-1.054356396e-01,9.636509418e-02,-9.215142578e-02,-1.620271057e-02,-1.686284319e-02,-2.811140753e-02,-7.538919337e-03,5.240090564e-02,1.225405186e-01,-7.542102132e-03,2.698480189e-01,-2.823533416e-01,1.772958487e-01,-7.396418601e-03,-3.885324895e-01,-3.411229700e-02,-4.185141325e-01,-2.161698341e-01,-7.001810521e-02,-7.311072201e-02,2.871762775e-02,-1.268586516e-01,6.226731539e-01,2.326332927e-01,-2.575132251e-01,-1.724819988e-01,-3.166729510e-01,1.935957223e-01,-2.508088946e-01,5.211341754e-02,2.121880054e-01,-1.533428133e-01,-9.418855421e-03,1.949229687e-01,-1.159236580e-01,-2.921321988e-01,5.516147614e-02,1.717429757e-01,-2.337410450e-01,-3.054251075e-01,-5.253338814e-02,2.268984020e-01,3.643645346e-01,-2.309434265e-01,-7.784130517e-03,-6.324485689e-02,3.231238946e-02,-2.563909292e-01,-2.459385898e-03,-4.200161621e-02,2.400099784e-01,2.371043563e-01,-8.315868676e-02,-1.547142267e-01,-2.568316460e-01,5.498020351e-02,-1.222879961e-01,-1.453389972e-01,-4.754105210e-01,1.980012655e-01,-1.905547976e-01,-6.464783847e-02,-5.194133148e-03,-4.481248558e-03,3.834899664e-01,6.496469025e-03,-7.462635636e-02,-1.871540695e-01,-2.404566109e-02,4.325919226e-02,-3.358301818e-01,-1.373454332e-01,6.652534753e-02,-1.195609383e-02,-1.350056529e-01,-2.800686061e-01,1.022077948e-01,-5.022697896e-02,-3.285124898e-01,-2.058471143e-01,-4.645077884e-01,-1.572468579e-01,1.468160748e-01,9.738351405e-02,9.234894998e-03,-8.932477981e-02,-2.352619767e-01,1.522740126e-01,-3.077569008e-01,-1.963557303e-01,-2.801104486e-01,1.236620098e-01,-3.256621957e-01,6.428803504e-02,1.234589964e-01,-9.391888976e-02,4.903341234e-01,1.496034563e-01,-8.439857513e-02,-4.032839239e-01,3.889933228e-02,9.000036120e-02,-2.799381018e-01,-2.304839939e-01,6.895081699e-02,2.457601875e-01,3.134149313e-01,-6.270729005e-02,-4.786474630e-02,-5.577831715e-02,2.413641959e-01,-1.571800560e-01,7.958873361e-02,-1.544932090e-02,1.437301654e-02,-2.888909914e-02,-4.824320227e-02,-9.755773842e-02,6.089946032e-01,2.824112177e-01,-1.381549537e-01,-1.363406181e-01,-5.468321964e-02,9.888637811e-02,-1.354162581e-03,-4.327014461e-02,-1.844938844e-01,8.320586756e-03,-1.505338997e-01,-3.482406214e-02,-9.872940183e-02,2.028098516e-02,-2.241403796e-02,3.049961105e-02,-2.972709239e-01,-3.602690697e-01,1.262907088e-01,-5.199845135e-02,7.859268785e-02,-2.181649953e-01,1.947794408e-01,-2.434080094e-02,-2.306500524e-01,1.000507951e+00,-3.521483839e-01,-9.338723123e-02,-9.459462762e-02,-3.027210832e-01,2.733668312e-02,-4.381058738e-02,2.049925178e-02,-1.532118618e-01,-3.149574101e-01,-1.716359556e-01,-3.555223644e-01,2.249189168e-01,-2.645693123e-01,4.966012388e-02,2.415697277e-01,-4.803409576e-01,-1.253559589e-01,7.165836543e-02,1.375744790e-01,-7.335185260e-02,1.012909133e-02,1.499125361e-01,-2.783829570e-01,-3.705178201e-02,1.544362865e-02,2.426936924e-01,2.032917887e-01,-2.745732069e-01,-9.041881561e-02,-5.715982616e-02,-1.645463854e-01,-4.355387688e-01,2.785556614e-01,-1.501536928e-02,-4.354180396e-02,-4.814198613e-01,-5.009179935e-02,-2.585893571e-01,1.623511314e-01,2.179685533e-01,-1.391928047e-01,-1.158128455e-01,-8.584158868e-02,1.482913047e-01,-1.116328835e-01,-5.208599940e-02,8.399390616e-03,-5.314723849e-01,1.523636878e-01,-2.067509294e-02,-1.856064238e-02,5.420561433e-01,-9.983109310e-03,8.570897579e-02,-1.076420322e-01,-1.834205538e-01,-1.516809016e-01,-2.172662504e-02,5.457290262e-02,-1.621262729e-01,1.371530592e-01,-8.331527561e-02,-4.777448773e-01,-2.661635578e-01,-1.490907520e-01,-1.323890239e-01,-5.810277909e-02,1.258919477e+00,8.635013364e-03,9.870383888e-02,-1.423532963e-01,-1.170849279e-01,-1.838712394e-01,-1.801143736e-01,-2.307049781e-01,1.911181957e-01,-4.207959473e-01,6.836225092e-02,6.909742951e-02,-5.508039594e-01,5.771411210e-02,1.140779778e-01,7.155079395e-02,-4.610677660e-01,3.214615583e-02,3.153605387e-02,-3.824610710e-01,-1.026848480e-01,-1.702937111e-02,2.795187533e-01,4.092343524e-02,-1.154733524e-01,1.918381639e-02,-4.895908758e-02,9.301683307e-02,9.195765853e-01,3.586260974e-02,-6.490445882e-02,2.249647118e-02,-5.294950008e-01,-7.015066594e-02,-1.937533617e-01,1.654436290e-01,1.663120985e-01,4.224930331e-02,-1.759687662e-01,-1.996885985e-02,-3.335567564e-02,-9.893325157e-03,-1.949413866e-02,1.701044291e-01,-5.520785451e-01,9.232824668e-03,2.698652633e-02,-5.533958226e-02,-5.836974978e-01,5.869513843e-03,-4.289449193e-03,1.556556225e-01,-1.013431028e-01,-1.964709312e-01,1.835515490e-03,4.412006959e-02,-2.005817741e-01,1.156148780e-02,-7.179538906e-02,-3.511927724e-01,-4.506637156e-01,-1.388210356e-01,7.104660571e-02,-1.816877164e-02,-2.440995872e-01,2.215214446e-02,-2.818744630e-02,2.905336022e-01,4.259110391e-01,-1.142052487e-01,-1.662464142e-01,-1.700049192e-01,8.172376454e-02,-3.952413499e-01,1.019206271e-01,1.419814229e-01,-4.876766801e-01,-7.127624750e-02,-1.774344221e-02,3.046228364e-02,-6.394815445e-01,3.375514597e-02,9.692841768e-02,-2.148668468e-01,-1.911301911e-01,-3.050681353e-01,2.343771011e-01,-1.286682189e-01,-2.135253549e-01,-2.173524648e-01,-1.070101187e-01,2.260435931e-02,9.447231293e-01,1.360579431e-01,-1.081071645e-01,6.722609513e-03,1.086932778e+00,-1.008851156e-01,-2.065731585e-01,-4.576116800e-01,-1.915265769e-01,3.058471680e-01,-1.670275480e-01,9.730848670e-02,2.133180201e-01,3.271883428e-01,-7.435444742e-03,4.238614440e-02,-4.544021189e-01,2.891745977e-02,-2.206423320e-03,-4.252711311e-02,-5.155730844e-01,2.136597037e-02,7.066450268e-02,1.778423190e-01,-1.971870810e-01,9.643154144e-01,-3.788975067e-03,2.120357901e-01,-1.588108242e-01,-5.318453163e-02,-7.808164507e-02,2.298507690e-01,-3.772128522e-01,3.413077071e-02,1.775660366e-02,3.940622846e-04,-1.535685509e-01,-8.566873148e-03,2.902095020e-02,2.629139721e-01,-2.998442948e-01,-4.216210544e-01,-1.371205598e-01,-1.329932958e-01,8.697952330e-02,-4.305291176e-01,9.468582273e-02,-2.832902670e-01,-4.846387804e-01,-1.498828679e-01,-8.856201544e-03,4.897096008e-02,-5.947155952e-01,-4.308183491e-02,3.823384270e-02,-1.469254345e-01,1.437363625e-01,-4.075825810e-01,2.714616358e-01,1.824506035e-04,-1.801797748e-01,-4.275926352e-01,-8.809030801e-02,-3.410646692e-02,1.064376473e+00,1.374125332e-01,-1.605293155e-01,-3.468066826e-02,5.575284958e-01,6.773510575e-02,-1.959553659e-01,-1.264179349e-01,-1.131220311e-01,-4.459069669e-01,-2.263886333e-01,-2.378683686e-01,1.327657253e-01,6.391441226e-01,-1.109920815e-02,-5.806758627e-02,-6.493188143e-01,-7.042873651e-02,9.603172541e-02,-3.505166247e-02,-1.237286255e-01,-4.020314664e-02,6.135117635e-02,-1.925241053e-01,1.155283749e-01,4.994956776e-02,9.295077180e-04,2.379605733e-02,-1.075942293e-01,8.804669380e-01,-4.925923422e-02,3.619209230e-01,3.100763261e-01,1.335315704e-01,7.874434441e-02,1.046589110e-03,1.283884197e-01,1.243214309e-02,1.818311028e-02,-6.897552311e-02,3.181226850e-01,-6.008065939e-01,-2.064549774e-01,-1.000728756e-01,1.576869637e-01,-4.499689937e-01,1.038639843e-01,-1.547105908e-01,-1.778829694e-01,-2.005856484e-01,2.659584768e-02,2.700767294e-02,-6.166741252e-01,1.694993377e-01,8.236321062e-02,-1.685574353e-01,-2.125476450e-01,7.028537393e-01,2.940937877e-01,1.584712267e-01,-2.643398941e-01,-4.668203294e-01,-8.681678027e-02,-4.159083366e-01,-5.622734427e-01,1.438571215e-01,-1.757221818e-01,-4.665828869e-02,2.310231626e-01,-4.918761551e-02,-2.867123783e-01,4.081896842e-01,-1.205458958e-02,-4.638327956e-01,-1.858783364e-01,-2.392369956e-01,9.217828512e-02,-2.356439382e-01,-5.136546865e-02,6.261996180e-02,-1.590255834e-02,-1.232375950e-01,1.320483722e-02,-2.854270162e-03,-5.706224591e-02,-1.582950205e-01,1.213437095e-01,-3.732905984e-01,-2.489939034e-01,-2.947701514e-01,-2.926934883e-02,-3.020370379e-02,-2.233395725e-01,-3.769982457e-01,-2.761802264e-02,2.403216064e-01,1.734110266e-01,1.178216487e-01,-2.316455171e-02,9.174711071e-03,7.924184203e-02,-7.710585743e-02,5.298957601e-02,3.827728704e-02,-4.533356056e-02,-4.396300316e-01,-1.302476227e-01,-1.343101561e-01,1.706520319e-01,-3.748475015e-01,3.813053668e-02,-1.346270591e-01,-1.944291592e-01,-2.307088524e-01,1.012569666e-01,2.834859863e-02,-5.064582229e-01,2.446518093e-01,2.509237640e-02,-1.493611336e-01,-4.696059972e-02,7.494385242e-01,2.287539393e-01,1.952238232e-01,-1.982119828e-01,6.782311201e-01,-3.036125936e-02,-3.916661441e-01,-5.131567717e-01,8.024131507e-02,-2.306927592e-01,-3.276229277e-02,8.181948215e-02,-8.030077815e-02,-2.659479976e-01,6.793886423e-02,2.576207928e-02,-3.264820278e-01,-1.670052707e-01,-1.885682940e-01,1.333774179e-01,-2.004624903e-01,-6.385639310e-02,1.402686089e-01,8.516979218e-02,-1.409859676e-02,9.590753168e-02,-2.712739818e-02,3.017640486e-02,-1.116040573e-01,1.206622273e-01,-1.609496772e-01,-8.737476170e-02,1.041810364e-01,-8.455735631e-03,5.489742383e-02,2.009909600e-03,1.931281090e-01,3.721783161e-01,2.865225971e-01,5.018275231e-02,7.821792364e-02,-6.603426486e-02,1.703232899e-02,5.232787877e-02,-1.027557328e-01,-4.099022225e-02,-6.889747828e-02,6.160027813e-03,-5.242413878e-01,-1.730226427e-01,5.124497414e-02,5.014368892e-02,-2.007725090e-01,-1.401906610e-01,-1.621440500e-01,-2.575506270e-01,-3.012415469e-01,-7.318156958e-02,-4.003329668e-03,-2.746033370e-01,2.233553380e-01,1.365835071e-01,-1.311283112e-01,-1.049264371e-01,3.406101167e-01,2.718508542e-01,3.884439170e-02,-1.694404334e-01,-8.412720263e-02,-1.845809221e-01,-2.298467606e-01,-3.590992391e-01,1.381991655e-01,-7.202041894e-02,-1.086645853e-02,-9.784704447e-02,-7.711695880e-02,-2.385514379e-01,-9.321580827e-02,9.593382478e-02,-2.312619239e-01,-1.883158237e-01,-3.010803163e-01,-3.516206983e-03,-1.807055026e-01,-1.303098649e-01,-4.153553024e-02,1.180649698e-01,3.784935921e-02,1.527010053e-01,-2.157306112e-02,5.469490774e-03,-6.906732172e-02,7.637804002e-02,9.059268981e-02,-1.520247906e-01,2.633442581e-01,-3.812364489e-02,-2.533005774e-01,3.109268472e-02,6.455387175e-02,-1.764160842e-01,4.692250805e-04,-4.714240879e-02,2.191196382e-01,-1.078915503e-02,4.521776363e-02,1.542543322e-01,1.094020437e-02,5.166648030e-01,-1.120173186e-01,2.034466155e-02,-1.075244173e-01,-1.376781017e-01,1.407778412e-01,3.490241989e-02,-1.666259579e-02,-1.041218564e-01,-1.829325110e-01,-1.839107573e-01,-2.942315042e-01,-1.751937531e-02,-4.182187095e-02,-1.849617958e-01,1.765833348e-01,-1.209194288e-01,-1.836035699e-01,5.361540988e-02,-2.882910967e-01,2.289104015e-01,1.685550362e-01,-3.391904831e-01,-4.355005920e-01,2.644907832e-01,-6.972026825e-02,-2.619381845e-01,-5.604449194e-03,-1.192096248e-01,1.476754248e-02,-1.231656671e-01,-1.245731935e-01,-3.384996653e-01,6.059883162e-02,-7.806057693e-04,-1.778424829e-01,-1.524133980e-01,-2.148039788e-01,1.531786174e-01,1.159321666e-01,-6.915533543e-02,1.064444482e-01,4.438202083e-02,3.440495208e-02,9.123656899e-02,-3.858263418e-02,-1.599995047e-01,-8.743371814e-02,-1.235727966e-01,3.224170953e-02,-2.267060876e-01,1.362487376e-01,1.640927792e-02,6.232666224e-02,2.223557830e-01,-9.066745639e-02,2.314724773e-01,-5.475581437e-02,7.889654487e-02,2.238633186e-01,1.174700931e-01,2.084495313e-02,-7.453420758e-02,-3.948401287e-02,-1.224063933e-01,-9.567455947e-02,-5.938684195e-02,-1.884952635e-01,-1.082540527e-01,-1.400122792e-01,4.515139759e-02,-1.440412402e-01,-5.650151521e-02,-4.392943680e-01,-3.202228844e-01,-2.171031237e-01,4.390795249e-03,-1.078987401e-02,-3.414803371e-02,6.710030138e-02,3.460321426e-01,-9.776324034e-02,1.826061904e-01,-1.256919093e-02,1.869283020e-01,1.072924733e-01,-2.437369525e-01,-1.498701274e-01,2.742557786e-02,2.035773247e-01,-1.901653111e-01,8.124385029e-02,-2.905193269e-01,-1.834979095e-02,-3.379345685e-02,-7.667430490e-02,-6.333873868e-01,7.013075054e-02,-1.267772019e-01,-2.471483499e-01,-1.925169677e-01,-1.871744245e-01,-1.442026794e-01,1.137814745e-01,-2.860448956e-01,1.438061446e-01,-1.560351904e-02,-1.347239763e-01,1.132386401e-01,-1.520966738e-02,-1.716669053e-01,2.478423715e-02,3.423413932e-01,-7.979285717e-02,-1.501643360e-01,-1.226656139e-01,5.272190087e-03,-4.621104598e-01,5.425744653e-01,1.250917651e-02,-1.853529513e-01,-6.719596684e-02,3.169991449e-02,5.854703858e-02,1.715897471e-01,7.304017898e-03,-1.922068535e-03,-4.458382726e-02,-4.466328323e-01,-8.488607407e-02,-9.651967138e-02,-1.273570806e-01,-2.028210610e-01,2.324042916e-01,-2.544240654e-01,-1.876017302e-01,3.051449656e-01,-5.305390358e-01,-2.164811194e-01,-2.545352876e-01,-2.089395374e-01,1.161675341e-02,-1.362896562e-01,1.269284338e-01,1.504396051e-01,-2.821767703e-02,-2.668099478e-03,-2.163745463e-02,3.504633009e-01,1.490418613e-02,-3.487331867e-01,-3.333806992e-02,-1.198692545e-01,4.465084076e-01,-1.676080823e-01,1.946040541e-01,-2.296036184e-01,-4.824961349e-02,-6.807980686e-02,-3.281829506e-02,1.842050403e-01,-4.754550382e-02,-5.329242442e-03,-3.991547972e-02,-2.504240274e-01,5.530100316e-02,-5.939242616e-02,-6.564895064e-02,-8.363441378e-02,3.479840932e-03,-9.756246954e-02,-4.678756744e-02,2.100915164e-01,9.783994406e-03,-1.072820872e-01,-7.245725393e-02,4.367112368e-02,-4.274550080e-02,-4.971140251e-02,2.410282008e-02,-9.387773275e-02,-6.318950094e-03,-4.063450992e-01,-9.137567133e-02,-1.897109896e-01,-5.932303146e-02,3.021223284e-02,1.415340453e-01,1.253471375e-01,3.312976286e-02,-1.697975397e-01,1.923442120e-03,-4.814278185e-01,-1.586429477e-01,1.938752085e-01,-1.721663028e-01,-8.994401246e-02,4.508351982e-01,5.610176548e-02,-1.573041975e-01,2.806766331e-01,-4.381050766e-01,-2.976813912e-01,-3.097019792e-01,1.518637836e-01,-2.760776319e-02,-5.876726285e-02,6.424072385e-02,1.963918656e-01,-6.023509800e-02,6.758908927e-02,6.325994432e-02,2.508512139e-01,-4.966248870e-01,1.863733381e-01,-8.445483446e-02,-1.005134434e-01,4.203938246e-01,-7.917028666e-02,9.258774668e-02,-1.606821716e-01,-1.821897551e-02,1.975388825e-02,-7.950597256e-02,1.497168988e-01,2.687733062e-02,-6.184510142e-02,-2.268745601e-01,-1.650487334e-01,-1.064917073e-01,4.267480969e-02,6.164228544e-02,-7.242893428e-02,-6.966178864e-02,-9.974570572e-02,2.980286069e-02,-1.721944064e-01,-7.857514545e-03,-1.071232632e-01,-1.099192630e-02,6.923136115e-02,-9.511258453e-03,-3.538059294e-01,-1.240000725e-01,7.110776752e-02,-1.080827266e-01,6.932750344e-01,4.876021668e-02,-1.037549078e-01,2.640077844e-02,-1.266650297e-02,2.815744579e-01,-1.658492535e-01,5.368186906e-02,-5.867539719e-02,1.734596863e-02,-1.907573491e-01,1.321753953e-02,-1.022290960e-01,5.512091517e-02,-2.079817951e-01,-2.057558484e-02,-3.540879190e-01,-2.162845880e-01,1.509006023e-01,-3.767675459e-01,-2.308672518e-01,-1.690010577e-01,1.328592300e-01,-4.979892820e-02,-9.343443811e-02,1.013804823e-01,1.669668593e-02,-5.978537723e-02,-1.738901064e-02,-7.520088926e-03,2.086616457e-01,2.804625332e-01,-1.429393888e-01,-1.145427376e-01,-3.788354620e-02,3.513205647e-01,-9.570515901e-02,3.203319386e-02,-4.115051031e-01,-2.657042816e-02,-6.817273051e-02,-1.657719016e-01,1.482818425e-01,-4.706415534e-02,1.819929928e-01,-2.337099612e-01,-1.700383872e-01,-3.090064228e-01,-3.173432946e-01,7.900915109e-03,-9.224280715e-02,-1.478626132e-01,-1.085848883e-01,-1.911936998e-01,3.859712780e-01,5.397663335e-04,-9.341267496e-02,2.423474193e-02,-4.195455462e-02,-1.098824590e-01,-2.164807320e-01,1.061578542e-01,-1.833482087e-01,-9.961517155e-02,-2.416260354e-02,-8.400345221e-03,-7.878614962e-02,-3.309503198e-02,-3.433936462e-02,1.835536957e-01,-7.645561546e-02,3.524713963e-02,-2.091510892e-01,-3.465204686e-02,7.196964324e-02,-7.191210985e-02,-4.066051915e-02,-1.439662725e-01,-2.616962790e-01,3.702073172e-02,1.761504561e-01,-9.903319180e-02,1.120009050e-01,-2.692238986e-01,-1.795065701e-01,-2.087811530e-01,2.571308911e-01,-2.420429513e-02,2.213272266e-02,-1.173299551e-02,3.423117101e-02,2.836070210e-02,7.340390980e-02,-1.120230108e-01,5.562017560e-01,-2.661904693e-01,8.549420163e-03,-9.444018453e-02,-8.928804100e-02,1.790194213e-01,-7.568919659e-02,-3.403088544e-03,3.870137036e-02,-6.735089421e-02,-1.052360795e-02,-8.780997247e-02,-1.045459583e-01,3.913357481e-02,-2.212038338e-01,-1.602113843e-01,-2.100386471e-01,1.696791202e-01,-2.831015587e-01,-7.091962546e-02,-2.740178630e-02,-2.443548292e-02,-1.574121714e-01,-1.979225501e-02,-2.758847773e-01,3.240398690e-02,-1.148328558e-01,1.098627970e-01,-6.898029894e-02,-1.958781481e-01,3.165167570e-02 +thresholds = -1.242375374e+00,-3.921352625e-01,-6.314707398e-01,-4.798608124e-01,-1.092111707e+00,-3.351039588e-01,-5.864981413e-01,-1.791684031e+00,-1.860984713e-01,-2.301739901e-01,-8.587718010e-02,-1.256104231e+00,-9.483499825e-02,-2.662689984e-01,-8.125810623e-01,-6.171550751e-01 +weights1 = -2.098045498e-02,-7.383165509e-02,-1.569787860e-01,2.410194278e-01,2.184663415e-01,2.175547630e-01,1.940712482e-01,-2.591455169e-02,1.715898663e-01,-1.538949013e-01,3.619033843e-02,1.135624014e-02,2.200524956e-01,-2.017543302e-04,-4.362410433e-10,1.389594972e-01,1.932249367e-01,1.703190356e-01,-1.632039249e-02,2.235683203e-01,1.815536171e-01,2.064768672e-01,2.060054541e-01,1.495104376e-02,1.389400102e-02,2.109710574e-01,2.643430233e-01,-1.305943429e-01,-1.454452574e-01,3.800856066e-04,-4.616974294e-02,-1.388274133e-01,-3.201018274e-02,-3.390132636e-02,-4.008703679e-02,6.172132865e-02,8.739659190e-02,4.004602134e-02,5.286583304e-02,-9.068866260e-03,2.951001003e-02,-9.222080559e-02,2.203557640e-02,3.160233051e-02,2.661973424e-02,-6.114149187e-09,-1.337824948e-02,3.751166910e-02,5.754891783e-02,6.714520603e-02,-6.901327055e-03,8.931717277e-02,7.052505016e-02,5.719354004e-02,3.796008602e-02,4.659129307e-02,-1.886844262e-02,1.688537933e-02,4.666048661e-02,-4.965192452e-02,-6.318639219e-02,-1.111307938e-06,-6.233786047e-02,-6.423633546e-02,-2.266938090e-01,-1.612981707e-01,-8.448833227e-02,-1.748626828e-01,-2.126590163e-01,1.015763208e-01,2.291116267e-01,-1.235846803e-01,2.171161175e-01,-1.049049720e-01,-4.593860403e-09,-2.284267172e-02,4.034655541e-02,-2.265140414e-02,2.407042496e-02,8.119377494e-02,1.721308827e-01,3.833004832e-02,-2.459833175e-01,-3.339841962e-02,2.732016444e-01,-1.054602265e-01,2.636525333e-01,3.692784905e-02,1.022381335e-02,5.601567775e-02,1.272877865e-02,-1.384215802e-01,-1.118342951e-01,-2.847420797e-02,-2.000131607e-01,-1.187491268e-01,-7.495608181e-02,-1.936293766e-02,-9.848985076e-02,-3.195284605e-01,-2.927439809e-01,-1.869915724e-01,-5.119959265e-02,-5.193920806e-02,-4.867673293e-02,-4.956990108e-02,8.482666314e-02,-2.056531794e-02,-1.682426929e-01,-4.810979171e-09,-3.024845850e-03,-1.244194061e-01,-9.594430029e-02,-3.043317199e-01,-8.859919012e-02,-3.327744305e-01,-7.591703534e-02,-2.979927063e-01,-5.990172923e-02,1.155759767e-02,1.948894351e-04,-1.140788272e-01,-3.230863214e-01,-8.402291685e-02,-5.506915599e-02,-2.210623771e-02,-5.970545486e-02,-1.307088286e-01,-1.245565414e-01,9.421443567e-03,-4.735895619e-02,2.359559387e-01,2.021930218e-01,1.168293431e-01,7.089050859e-02,-4.412959516e-02,7.967404276e-02,-6.835933775e-02,-4.241941869e-02,-2.725267336e-07,1.788554192e-01,-1.067478955e-02,7.846244611e-03,1.369147748e-01,8.621662110e-02,1.700103581e-01,-6.493266672e-02,1.618776321e-01,1.131954640e-01,1.500727087e-01,1.447895169e-01,-2.640339732e-02,1.525167609e-03,2.052976936e-01,1.647035629e-01,3.089106455e-02,8.959161118e-03,-4.595889524e-02,-3.232908994e-02,3.144098818e-02,-3.693734994e-03,-4.349071998e-03,4.004045203e-02,3.981459141e-02,3.650349006e-02,7.568823546e-02,3.320997953e-02,1.220950205e-02,1.851837034e-03,-2.214808390e-02,1.479863375e-02,4.716505483e-02,6.012426689e-02,3.253620484e-09,-2.067584104e-09,5.008236691e-02,1.316708606e-02,-6.461094599e-03,-4.938122816e-03,7.566558779e-04,5.183384195e-02,3.761756420e-02,-5.692872684e-03,5.518264137e-03,-1.771856660e-05,8.198471740e-03,-2.831337624e-04,-6.709063798e-02,2.304264717e-02,-2.715467289e-02,-3.176890686e-02,-8.349974453e-02,6.342496257e-03,5.705536809e-03,-4.515315592e-02,-3.702897727e-01,-3.326681852e-01,-9.991371632e-02,-6.466687471e-02,-1.138747390e-02,-7.189358026e-02,8.534247056e-03,-5.208129436e-02,-5.649667606e-02,-6.620003283e-02,-2.986839600e-02,2.048989199e-02,-1.794520468e-01,-1.634349227e-01,-1.984373331e-01,-2.453742549e-02,-2.514348626e-01,2.249711659e-03,-3.392719030e-01,-2.806969732e-02,-5.217701662e-03,-5.102049559e-02,-9.034170210e-02,-1.818359494e-01,-2.925616316e-02,-3.732411191e-02,2.334480919e-02,-3.999509290e-02,-1.393227559e-02,7.161666453e-02,3.362723812e-02,3.511385992e-02,-3.090188466e-02,2.392218262e-02,-5.429511890e-02,-7.763314992e-02,7.500323653e-02,-2.941465192e-02,6.285503041e-04,-2.175958082e-02,-2.033282071e-02,-8.733866364e-02,-2.651309967e-02,-5.546658859e-02,-2.601886354e-02,-7.732267678e-02,-6.671258062e-02,7.926500589e-02,-1.783597656e-02,-6.501661986e-02,1.248056162e-02,-2.813895047e-02,2.269141190e-02,-3.618694097e-02,-1.142020747e-01,-1.034974083e-01,3.161279485e-02,7.550170273e-02,-1.968052611e-02,1.541462690e-01,9.100551903e-02,-3.509713337e-02,-5.106741935e-02,-1.719521731e-01,2.383911610e-01,2.192292213e-01,2.138660848e-01,7.433798909e-02,-5.649745464e-02,1.219677851e-01,-1.180274785e-01,2.219691686e-02,-5.638064817e-02,2.008312494e-01,1.215974210e-09,-1.765237376e-02,2.294912040e-01,1.457889527e-01,2.688284814e-01,4.202113952e-03,2.128159255e-01,1.295083463e-01,2.528601885e-01,1.170131788e-01,2.144132741e-02,-7.607912179e-03,1.745192558e-01,2.018283606e-01,-1.173107252e-01,-9.799362719e-02,3.005296178e-02,-1.587510481e-02,-2.029646784e-01,-6.144899526e-04,-1.235263702e-02,-3.476571664e-02,-1.816206612e-02,3.830828937e-03,4.753875360e-02,2.501761192e-04,1.243828516e-02,3.478491679e-02,-2.223949507e-02,2.196909301e-02,-3.882952626e-09,5.033436045e-02,-2.899262495e-02,-1.382535696e-02,-4.020487517e-02,4.619925469e-02,-4.541328549e-02,-7.844621432e-04,3.748318180e-02,6.822799146e-02,7.696484029e-02,3.058487736e-02,1.206228362e-08,1.549108047e-02,-3.612117143e-03,5.560591817e-03,-1.537804026e-03,-7.913507521e-03,6.921441127e-07,5.893494003e-03,3.338553384e-02,1.013619527e-01,1.102490574e-01,1.208425909e-01,-4.025145434e-03,-3.187750699e-03,-7.447871566e-02,-9.174922854e-02,1.259602010e-01,-6.194915250e-02,1.238616481e-01,-1.072313413e-01,-6.168983504e-02,-6.221676990e-02,-2.353193862e-09,-3.926383331e-02,-1.005411521e-01,-1.087885201e-01,-1.601925343e-01,6.194181740e-02,-7.936299592e-02,-2.603211626e-02,1.437147241e-02,-7.988617569e-02,-8.092877269e-02,-1.503553707e-02,-5.831036344e-02,-2.458651923e-02,1.269053221e-01,1.398359090e-01,1.180570922e-03,1.347037703e-01,1.108772829e-01,1.249397844e-01,2.344837785e-02,4.557891935e-02,-3.170705959e-02,4.131317139e-02,-9.500709921e-02,-2.651666105e-02,7.907240093e-02,-6.290459633e-02,9.744252264e-02,1.903901435e-02,3.033746593e-02,-7.773350924e-02,-2.208054066e-02,7.353600115e-03,-8.518698066e-02,-8.200208843e-02,-3.079552762e-02,1.206190437e-01,-1.928162389e-02,-6.374203600e-03,-4.466215149e-02,-3.998524509e-03,-6.856559217e-02,-3.039759817e-03,-7.292638533e-03,-5.346487463e-02,4.664235562e-02,5.813644826e-02,1.323853030e-05,3.554660454e-02,1.238521785e-01,-1.055563334e-02,1.090170071e-02,-3.480488667e-03,-3.994379640e-01,-4.060218632e-01,-1.559492946e-01,-4.645976424e-02,2.647415176e-02,-5.610909313e-02,7.056985050e-02,-5.528504774e-02,-2.343607508e-02,-1.457417756e-01,-2.563210763e-02,3.774467849e-09,-1.037942991e-01,-1.249237731e-01,-1.139944270e-01,6.769698113e-03,-2.544283271e-01,-1.058770493e-01,-4.620182514e-01,-4.027611390e-02,6.049023068e-05,5.386962439e-04,-3.535190225e-02,-2.528139055e-01,3.215299919e-02,-2.926255111e-03,-8.128478075e-04,-1.095774863e-02,2.978418581e-02,9.874051902e-04,-9.888655506e-03,-2.938797697e-02,-3.794730082e-02,-2.909296378e-02,-4.693808407e-02,-1.813912950e-02,4.431750567e-04,-1.714732312e-02,6.795407535e-05,-2.681874278e-09,2.860542014e-02,-6.613545120e-03,6.183295324e-02,2.481303737e-02,-5.614861380e-03,-1.209251117e-02,-1.863731630e-02,3.713014070e-03,-7.814500481e-02,-1.594915427e-02,-1.676440611e-02,-1.100156363e-02,-2.417294681e-02,5.659454037e-03,-3.504231572e-02,-5.935249850e-02,4.896718264e-02,1.886427519e-03,1.823702041e-05,4.610415635e-05,-2.065173350e-02,-6.586746871e-02,-7.444197685e-02,-6.183095649e-02,4.088151157e-01,4.275335670e-01,2.743345797e-01,1.648351550e-01,-1.490708441e-01,1.070579961e-01,-1.134412065e-01,1.710376507e-09,-1.883511432e-03,3.032344580e-01,5.195107777e-03,-1.812778786e-02,2.203068435e-01,2.077378780e-01,2.425014079e-01,-4.400865734e-02,3.143406510e-01,1.957124323e-01,2.511781156e-01,2.404980958e-01,-4.967654240e-05,-5.944177392e-04,2.175623477e-01,3.393611014e-01,-3.208604828e-02,-1.483907085e-02,1.924541284e-04,-6.514851749e-02,-7.301259041e-02,-1.276869007e-04,-4.697142169e-03,-5.524935573e-02,1.131506637e-01,9.649131447e-02,3.072759882e-02,4.018061236e-02,3.022148460e-02,1.795500517e-02,-4.448501766e-02,-6.945837289e-02,3.840796570e-10,4.004266486e-02,-1.536092907e-02,-1.104656144e-09,1.214178726e-01,8.318880573e-03,2.156983316e-02,1.427042116e-05,1.161746532e-01,5.745437369e-02,1.214013994e-01,1.772639528e-02,-6.763917208e-02,7.972105406e-03,1.307501085e-02,1.134714186e-01,-6.315132231e-02,-1.911234111e-02,-6.411059985e-07,-4.379594699e-02,-6.191674247e-02,2.612110972e-02,1.124366373e-02,-3.883074597e-02,-3.887577653e-01,-3.406365514e-01,-5.040010437e-02,-3.209745884e-02,-1.694018021e-02,1.591099426e-02,-1.885007694e-02,-5.056755990e-02,1.096287178e-06,-2.847611308e-01,-3.645761404e-03,-7.747721672e-02,-3.770124167e-02,-8.505957574e-02,-1.657240838e-01,4.187281884e-04,-1.941288263e-01,-7.860214263e-02,-3.439542055e-01,-9.453062713e-02,-3.155602899e-04,3.613069654e-02,-7.929381728e-02,-2.950548232e-01,6.287532742e-04,-8.565058932e-03,-1.335750986e-02,1.305208076e-03,-2.370199561e-02,-5.545847118e-02,-3.291286528e-02,-3.672176600e-02,3.147245944e-02,3.357129917e-02,4.274459928e-02,5.059609935e-02,-2.525242418e-02,7.243016362e-02,-8.111678064e-02,-2.480218031e-09,-7.846175134e-02,4.050667956e-02,8.820703253e-03,-7.400127593e-03,-3.226346744e-04,4.289006814e-02,9.442009777e-02,-5.887855962e-02,5.340710282e-02,4.954021424e-02,4.482627288e-02,5.830802396e-02,-2.610925958e-02,1.899590716e-02,9.372912347e-02,1.161613837e-01,-9.964070283e-03,-7.511615008e-02,1.699635177e-04,-5.791847408e-02,-4.597168043e-02,4.675972462e-02,-4.534485750e-03,3.647472709e-02,-2.528254688e-01,-2.460684180e-01,-6.492569298e-02,-5.770523101e-02,1.907292753e-02,-7.289467752e-02,3.472669050e-02,-3.251219913e-02,4.202223458e-09,-9.039165080e-02,-4.176601768e-02,-5.200619251e-02,-1.541440040e-01,-1.082069129e-01,-1.538953930e-01,3.824876621e-02,-2.068426907e-01,-4.287775233e-02,-3.034944236e-01,-6.452597678e-02,2.831162419e-03,-3.222352266e-02,-8.979265392e-02,-2.063310742e-01,3.102365881e-02,-2.432869980e-03,3.350837156e-02,8.822506294e-03,2.908511460e-02,1.056706253e-02,3.008401953e-03,-1.319716498e-02,-1.119615044e-02,-8.858570945e-04,1.144709904e-02,-7.507894188e-02,-9.790309705e-04,1.201467216e-02,3.087904677e-02,5.144943297e-02,-1.446875744e-02,-7.942572981e-02,1.694075769e-09,-5.688519031e-02,-3.883090336e-03,-2.670929767e-02,-1.826131344e-02,-4.205922410e-02,-3.655384481e-02,-4.241786525e-02,7.085910998e-03,-2.023904398e-02,1.957986131e-02,1.208185032e-02,-7.728212047e-03,3.158154897e-03,2.856810391e-02,1.630235463e-02,6.334210932e-02,-2.172886766e-02,1.884760708e-02,1.250074208e-01,8.268853277e-02,9.797808528e-02,-3.735469282e-02,-1.107389200e-02,-3.460787609e-02,-9.963835590e-03,2.486756817e-02,-3.201565892e-02,1.417934746e-01,1.483623683e-02,-5.882259086e-02,-2.054974250e-02,3.266116604e-02,-3.779265789e-09,-5.531793088e-02,-3.561183438e-02,-5.692071840e-02,1.596691757e-01,-2.742907405e-02,-6.684613973e-02,-1.692090370e-02,-2.642971650e-02,-5.350752920e-02,3.131506220e-02,-3.754309937e-02,-4.456957057e-02,1.024534479e-01,1.534981281e-01,-5.071149766e-02,1.334369183e-01,1.203545555e-01,-6.832481176e-02,-5.061227828e-02,-4.652527720e-02,7.160149515e-02,2.542777546e-02,1.075345092e-02,8.305620402e-03,-1.630772091e-02,-1.081424532e-03,-1.927871257e-02,-4.273670307e-09,4.714082927e-02,1.698105969e-02,4.591763718e-05,2.271802910e-02,3.156906366e-02,2.348057553e-02,2.873631567e-02,-7.546448708e-02,3.020221926e-02,3.778065369e-02,-2.978880890e-03,1.584232226e-02,-1.605351230e-08,4.540928081e-02,-5.877830461e-02,5.070811883e-02,6.844192278e-03,-5.652318895e-02,1.273192265e-05,-2.153417794e-03,-1.815271564e-02,-1.669906639e-02,-1.204707697e-01,-2.242195308e-01,2.071334869e-01,1.528716832e-01,2.412200570e-01,9.077177197e-02,-1.328077167e-01,1.643627286e-01,-1.873492450e-01,-3.292644024e-02,-1.468774304e-02,1.777503639e-01,-1.003198850e-05,-5.177661404e-02,2.220937908e-01,2.185527235e-01,1.387668997e-01,-1.319948304e-02,2.348319292e-01,8.643247932e-02,3.123340011e-01,1.451144964e-01,-2.819801308e-02,-2.098120935e-02,1.818764508e-01,1.972123981e-01,-1.134639233e-01,-1.601643115e-01,1.410112064e-02,-5.228750408e-02,-1.668750495e-01,-8.482184261e-02,-8.616031148e-03,-7.315333933e-02,1.805655956e-01,1.436665058e-01,1.535429358e-01,8.867862076e-02,1.405781601e-02,3.641122207e-02,-4.291070625e-02,2.930986136e-02,-3.841016907e-03,6.924049556e-02,-5.103939937e-09,-4.028756544e-02,1.389149278e-01,7.442907989e-02,5.662840977e-02,-8.240183443e-02,1.245324537e-01,1.197773218e-01,2.061217129e-01,1.107457206e-01,-1.036702542e-06,-4.720744118e-02,1.251168698e-01,1.348843873e-01,-8.977428079e-02,-7.217554748e-02,1.219431942e-05,-1.175917760e-01,-6.276763231e-02,2.522657812e-02,1.046495885e-01,1.311976463e-01,4.648368433e-02,4.496412724e-02,-9.938940406e-03,-9.104458615e-03,1.461677253e-01,-3.297530115e-02,1.381379068e-01,4.614946665e-04,2.042829461e-09,1.455940958e-02,-8.519641310e-02,-1.652674563e-02,-1.447682176e-02,-8.919882029e-02,1.501768362e-02,7.672403008e-02,2.692568116e-02,-2.049856447e-02,8.958373219e-02,-4.318264779e-03,1.767440513e-02,-3.824587166e-02,2.371222526e-02,1.669147424e-02,7.445377111e-02,1.471982002e-01,-5.499797687e-02,7.909006625e-02,9.764468670e-02,4.028062895e-02,5.967388302e-02,5.814123154e-02,-2.148765698e-02,-1.368742529e-02,-4.641787708e-02,-6.928277761e-02,7.010030001e-02,5.090653431e-04,3.306152299e-02,-7.314821240e-03,-1.119661517e-02,-4.150597379e-02,2.172606997e-02,4.592635203e-03,-1.037013833e-03,-4.020636901e-02,-4.745628685e-02,6.233894825e-02,-7.057116367e-03,-6.547333207e-03,-3.353910893e-02,-1.588123105e-02,-1.749514043e-02,4.021535069e-02,-2.427269146e-02,-1.722108223e-03,4.712981731e-02,1.249768678e-02,7.792889327e-02,2.131584287e-02,7.781219482e-02,-1.426436752e-02,8.626554906e-02,6.310320646e-02,-1.656357944e-01,-2.929494381e-01,-1.708326489e-01,-8.947271854e-02,8.049495518e-02,-9.448138624e-02,4.256409779e-02,-8.291916487e-09,-3.993859909e-09,-4.799026623e-02,-8.801143616e-03,6.864213642e-10,-1.202498078e-01,-1.078723446e-01,-1.379873157e-01,2.824467793e-02,-2.623552978e-01,-1.119071618e-01,-2.258669138e-01,-7.398988307e-02,2.024720889e-03,2.571323328e-02,-5.529281497e-02,-1.403022856e-01,5.022953823e-02,2.445650287e-02,1.160523947e-02,2.251049131e-02,3.044335358e-02,3.957628831e-02,3.372468054e-02,6.133522838e-02,6.844723597e-03,7.269124687e-02,-3.059433401e-02,-1.170779765e-01,4.265196621e-02,-4.422403499e-02,7.883774489e-02,-2.634795569e-02,-1.389748324e-02,-5.581606925e-02,-5.433885008e-02,-1.415775716e-02,-5.222202837e-02,-1.056943759e-01,-3.503870592e-02,9.847688675e-02,-1.286035590e-02,-9.685046971e-02,5.327848345e-02,-9.854406863e-02,-7.526594459e-08,-2.665497921e-02,-1.245282814e-01,-4.208611324e-02,1.079622507e-01,1.396530867e-01,-4.991746042e-03,1.268025041e-01,9.154971689e-02,-7.399009913e-02,-3.188864514e-02,-7.718130946e-02,2.094267160e-01,2.307468951e-01,1.014222279e-01,6.687563658e-02,-7.189605385e-02,1.092945933e-01,-1.154586747e-01,2.960724011e-02,6.427316368e-02,1.762717217e-01,-7.510289084e-03,1.817883399e-09,8.490870148e-02,9.849513322e-02,1.628660858e-01,-7.747349888e-02,1.859637201e-01,8.069391549e-02,2.330580503e-01,5.356615409e-02,2.480146661e-02,-6.893290207e-03,7.396152616e-02,1.008961573e-01,-6.134274229e-02,-5.649995431e-02,1.840162650e-02,-4.752650484e-02,-5.493999645e-02,-2.162552252e-02,-1.980123488e-05,-5.243954435e-02,9.279166348e-03,1.996367238e-03,1.386761433e-03,5.480631371e-04,9.678761475e-03,1.541294158e-03,-6.745843217e-03,-1.917112432e-02,-4.477463733e-09,3.197722882e-02,-1.267890632e-02,7.112682797e-03,3.330263495e-02,4.656522721e-02,-2.615900338e-02,-1.675892621e-02,3.109832527e-03,7.704597898e-03,6.751184165e-02,3.855587915e-02,9.210177697e-03,3.353797644e-02,-1.573733054e-02,2.691660076e-02,4.578089342e-02,-5.156629533e-02,2.869859372e-06,-1.513176176e-05,-4.538253322e-02,-6.455661356e-02,-2.088219486e-02,5.834274925e-03,1.842692196e-01,1.427540779e-01,1.506169885e-01,1.432081461e-01,-3.713261709e-02,2.927499078e-02,1.760963537e-02,-2.724601877e-09,-1.478589473e-09,1.105109304e-01,1.600455493e-03,-3.403610608e-04,1.142026186e-01,1.447446197e-01,1.168318912e-01,-6.437895447e-02,1.716347635e-01,1.126186624e-01,1.479537785e-01,1.497022361e-01,-2.415160649e-03,1.124654780e-03,1.252017468e-01,1.439263821e-01,-1.669244654e-02,-4.792252183e-02,6.333443522e-02,-2.243664861e-02,-9.338881820e-03,-5.589564517e-02,-3.224941975e-05,-2.302573808e-02,2.751200087e-02,-3.561378270e-02,-3.231685236e-02,-6.961499806e-03,9.409202263e-03,-3.409121931e-02,-3.905779496e-02,-4.606788605e-02,-4.722124025e-09,1.949503319e-03,1.631507650e-02,-6.972338073e-03,1.837577429e-06,8.493960835e-03,4.326062649e-02,-2.469714382e-04,4.373426363e-02,4.449022934e-03,6.772852689e-02,-2.686435543e-02,1.019478310e-02,7.330936939e-02,-7.045534253e-02,-1.759328693e-02,-4.002628848e-03,5.174982175e-02,-1.266148034e-02,-1.613407955e-02,9.200667846e-04 +biases1 = 1.484176815e-01,1.615149230e-01,1.536120623e-01,-2.801352739e-01,-2.859903872e-01,-7.348633558e-02,-6.386293471e-02,1.689127982e-01,-7.228132337e-02,1.364375800e-01,-4.190588243e-06,5.252568517e-03,-1.663302034e-01,-9.458714885e-06,1.422648438e-06,-2.970329300e-02,-9.395073354e-02,-1.509692222e-01,1.876448244e-01,-1.053017974e-01,-6.393568963e-02,-2.654958367e-01,-1.059772447e-01,-5.813969765e-04,4.678334575e-03,-6.654816866e-02,-1.818170995e-01,1.764858663e-01,1.652935147e-01,3.660708899e-03,1.652984023e-01,1.618426889e-01 +weights2 = -1.383243203e-01,-1.431046128e-01,-1.566382498e-01,5.401366949e-01,5.465631485e-01,2.545762658e-01,1.557263434e-01,-1.342667043e-01,2.162604034e-01,-1.465295106e-01,2.493142092e-04,3.657955211e-03,2.736532092e-01,-2.767858969e-04,1.594888163e-04,1.784384400e-01,2.106650770e-01,2.546058893e-01,-1.427886635e-01,3.400633931e-01,1.616072357e-01,5.399527550e-01,1.942594349e-01,-7.669475861e-03,1.569023915e-02,1.556979567e-01,3.865383863e-01,-1.290079355e-01,-1.457251906e-01,-1.752560213e-02,-1.278835535e-01,-1.613205224e-01 +biases2 = 4.593334626e-03 diff --git a/params/D00108.001.txt b/params/D00108.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb35122bc053a38e37c5c27688ed2108d467808c --- /dev/null +++ b/params/D00108.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -5.474616773e-03,1.915127970e-02,5.280867964e-02,1.123699695e-01,1.550640464e-01,-1.776557416e-02,-1.185139176e-02,1.120252088e-01,-6.363981217e-02,8.438027650e-02,3.393303975e-02,2.557042427e-02,-4.476845637e-02,-1.697087660e-02,3.510380164e-03,6.184645463e-05,-8.766768873e-02,3.062694333e-02,-2.450735774e-03,-1.202134266e-01,-1.090456322e-01,-6.715442240e-02,-8.741695434e-03,-1.002833545e-01,4.644268751e-02,-9.949621558e-02,-2.989336662e-02,-7.251380384e-02,-1.096241474e-01,-7.228713948e-04,-1.050757766e-01,-5.090610939e-04,-7.979578525e-02,9.010177106e-03,-8.519580215e-02,2.395276912e-02,-2.896054275e-02,-1.534530427e-02,9.067357518e-03,5.493314564e-02,-4.321049899e-03,2.818388632e-03,5.313657224e-02,-2.613274753e-02,-2.369736582e-01,2.751589194e-02,6.159100682e-02,-2.388166031e-04,-6.375743076e-03,-6.888676435e-02,-1.914588362e-02,2.010207996e-02,1.388832182e-02,-1.267338693e-01,1.680527255e-02,-2.398601361e-02,-8.386553824e-02,5.325290188e-02,-4.367504641e-02,8.186493069e-02,2.434099913e-01,-7.358942181e-03,-1.165924221e-01,-3.627769765e-04,-4.993065447e-02,2.965248423e-03,-7.788642496e-02,1.266240031e-01,9.947192669e-02,-2.695381828e-02,6.638174877e-03,2.099923790e-01,-3.211043775e-02,3.703983426e-01,6.827387214e-02,1.250919253e-01,-1.419014633e-01,-2.666127868e-02,-1.410162449e-02,-4.757168645e-04,1.936513931e-02,-5.637736246e-02,3.259611130e-02,-1.074564531e-01,3.770980239e-02,7.467450947e-02,-7.673328277e-03,-1.524651349e-01,1.201299205e-02,-1.365756541e-01,-2.740977565e-03,-1.472945977e-02,-1.478118002e-01,-9.804002475e-04,1.326213032e-02,7.901254139e-05,-2.082474381e-01,8.343725652e-02,-8.520235866e-02,5.107282475e-02,-7.335896790e-02,-9.368918836e-02,-9.482170455e-03,1.944310218e-02,-4.905324429e-02,-8.579555899e-02,-2.167900093e-02,-7.845254987e-02,-1.771890670e-01,1.264733262e-03,-4.394785315e-02,2.343590722e-06,6.056000665e-02,-4.133613780e-02,7.777900994e-02,-3.289434686e-02,-3.226638958e-02,-1.822318137e-01,1.634540781e-02,-3.511897475e-02,-3.564614058e-02,-1.079380959e-01,-3.081878647e-02,-2.313437499e-02,3.199638426e-01,2.950547822e-02,-1.109904349e-01,-1.128362492e-04,1.577941887e-02,1.608925872e-02,-2.818727121e-02,3.596296906e-02,2.191499919e-01,-4.407711327e-02,-2.185810544e-02,8.832745254e-02,-7.984132506e-03,4.432227835e-02,4.103479162e-02,6.204902381e-02,-1.442215741e-01,-1.303506829e-02,-9.645608813e-02,-2.277621679e-04,-2.831803448e-02,-3.275619075e-02,-6.724664569e-02,-1.161601916e-01,-8.894162625e-02,-7.771850377e-02,-6.599471904e-03,-1.664685160e-01,2.646357194e-02,-1.980315596e-01,-9.176496416e-02,-5.889450014e-02,-2.161568105e-01,2.909864113e-02,-1.471807249e-02,-1.818388118e-04,-2.149322927e-01,2.807766758e-02,-7.163636386e-02,1.682316512e-01,-6.799520552e-02,-2.059806138e-02,5.048241001e-03,7.892017812e-02,-6.909617782e-02,1.213558018e-01,3.193537472e-03,4.807440564e-02,-1.398172826e-01,-6.577080581e-03,3.324034065e-02,1.587792358e-04,4.821159318e-02,-2.372545935e-02,1.148523614e-01,-5.099237338e-02,-2.909689210e-02,-8.585468680e-02,3.024069034e-02,4.259464890e-02,-5.468956381e-02,7.244871557e-02,6.095058471e-02,-4.256733507e-02,3.532402813e-01,-6.328350864e-03,-7.847303152e-02,-8.278939640e-04,-2.331140637e-02,5.630500242e-02,-6.926176697e-02,9.720207006e-02,3.164310753e-02,9.648011066e-03,8.929681033e-03,2.330404371e-01,-3.430831805e-02,9.881234914e-02,1.545695513e-01,-2.135382779e-02,6.100283563e-02,-1.659826748e-02,-3.112246748e-03,-1.870672277e-04,-5.923070014e-02,-6.827026606e-02,-7.023237646e-02,-1.072317362e-01,-7.397147268e-02,1.325575449e-02,-1.168032992e-03,-1.404207796e-01,-6.114105508e-02,-1.670209169e-01,-6.385196000e-02,-8.336272836e-02,-2.047876567e-01,7.392490283e-03,-5.607992783e-02,9.656033399e-06,-1.647595316e-01,3.625809622e-04,-3.449931368e-02,5.775449798e-03,1.609388739e-01,-8.331935853e-02,-3.905594116e-03,4.341223091e-02,-2.542144991e-02,-5.714959651e-02,-1.158798952e-02,-5.885237828e-02,-1.127583683e-01,1.865478046e-02,-1.152179241e-01,-2.933466458e-04,6.806403399e-02,5.183340909e-05,1.214098483e-01,4.124536365e-02,-8.621832728e-02,-1.674086601e-01,1.499801641e-03,-9.248059988e-02,1.662369072e-02,1.673657894e-01,-6.522733718e-02,1.716350466e-01,1.090682745e-01,-5.725243129e-03,1.815121807e-02,-4.202394630e-04,9.040866792e-02,3.088869900e-02,-4.939106107e-02,9.248913080e-02,-4.261593148e-02,-7.351227850e-02,1.475355774e-02,8.341556787e-02,-3.598152474e-02,2.732068598e-01,2.208920196e-02,1.563580781e-01,-1.155068874e-01,-2.356567979e-02,-1.086786576e-02,-2.968700719e-04,-1.637350619e-01,-2.540184185e-03,-7.494620234e-02,-1.461961120e-01,-1.257651448e-01,8.173081279e-02,-2.451122366e-02,-2.127380669e-01,3.988180775e-03,-2.897284925e-02,-2.639102377e-02,-7.142174244e-02,-1.028118748e-02,-3.306862200e-04,-1.583474129e-02,9.308757581e-05,-2.030671090e-01,1.864539273e-02,-4.026618227e-02,1.574328691e-01,1.787998900e-02,-9.237037972e-03,2.961884998e-02,2.745900154e-01,-4.429668561e-02,-1.299941167e-02,1.817262545e-02,6.186220329e-03,-6.165780872e-02,1.590702124e-02,-9.364100546e-02,-2.145058825e-04,9.805430472e-02,-5.842313170e-02,1.121184453e-01,-6.681142747e-02,1.817692071e-01,-2.281785905e-01,-1.275059767e-02,-1.037348583e-01,-2.814375982e-02,-1.907190830e-01,-1.071331673e-03,-8.289166540e-02,4.085792974e-02,1.161604468e-02,-3.521039709e-02,-6.400814163e-04,-1.700492650e-01,6.464678049e-02,-5.694629624e-02,4.856031016e-02,9.175160527e-02,4.908506200e-02,4.604605958e-02,2.068750327e-03,-7.891633362e-02,2.039091438e-01,6.622466445e-02,9.367991984e-02,-1.549574137e-01,-1.298260968e-02,-1.183616370e-02,-1.459363702e-04,-7.115355879e-02,-7.005248219e-02,-5.536458269e-02,-1.177189052e-01,-8.616290241e-02,-7.858119905e-03,-3.087589890e-02,-1.278290749e-01,-6.228465587e-02,-1.485513151e-01,-5.856187269e-02,-9.302975237e-02,-2.814180963e-02,1.267014164e-02,-6.973757595e-02,-8.747307220e-06,-1.773915440e-01,8.404855430e-02,1.180079654e-01,1.719001681e-02,5.601065233e-02,-1.130258664e-01,1.032989379e-02,1.642284989e-01,-1.789464243e-02,-3.198057786e-02,-9.331698529e-03,-2.774570696e-02,1.144401208e-01,-1.872390625e-03,-1.537695527e-02,2.125618048e-04,2.397800237e-01,-9.061414003e-02,-5.993973091e-02,8.955538273e-02,-2.916156873e-02,-1.556978971e-01,-1.900333539e-02,3.005183768e-03,5.375639349e-02,1.695207506e-02,1.629665121e-02,3.544060886e-02,-7.938028127e-02,5.379853770e-03,-5.748252571e-02,-3.468469658e-04,-1.357630789e-01,-2.871693810e-03,2.868658490e-02,1.317141354e-01,1.436362863e-01,-1.323519275e-03,-3.185904771e-02,9.241738915e-02,-2.835248969e-02,2.018856704e-01,1.265680194e-01,6.640882045e-02,6.672153622e-02,-8.495341986e-03,-6.896140426e-02,-2.432528709e-04,-2.586582899e-01,-4.659560695e-02,4.907592200e-03,-7.660619169e-02,-1.083826944e-01,9.858178347e-02,3.969584592e-03,-1.888246685e-01,-2.716493979e-02,-1.419000626e-01,-6.129908934e-02,-2.720138803e-02,2.862002142e-02,8.850906976e-03,2.857808396e-02,-5.727611278e-05,-2.252049446e-01,4.908346012e-02,-3.747729957e-02,4.301527143e-02,-1.848425530e-02,-1.185649186e-01,4.608117044e-02,9.139384329e-02,-6.269618869e-02,5.575490743e-02,6.750395149e-02,-2.027101070e-02,-2.115303874e-01,1.243568491e-02,-7.729059458e-02,5.747433534e-05,4.405755103e-01,-1.089271158e-02,-4.898256809e-02,-6.039072573e-02,1.462223288e-02,-2.067283839e-01,-1.143290289e-02,4.772541672e-02,1.358586270e-02,-7.585523278e-02,-1.191159040e-01,-1.081352960e-02,-3.150885552e-02,-9.590182453e-03,-3.733934462e-02,-9.098281735e-04,-1.086264923e-01,-1.066324674e-02,-2.805204876e-02,5.910565332e-02,1.270915717e-01,8.708847687e-03,4.372690246e-02,2.118912488e-01,-1.489575370e-03,5.989846960e-02,3.877651319e-02,4.973144084e-02,-9.856356680e-02,-1.024797000e-02,5.185831338e-02,-7.498107734e-04,-2.348788381e-01,-6.772946566e-02,-2.240409609e-03,-1.139682606e-01,-6.243263185e-02,5.677361786e-02,-1.908638701e-02,-1.195127741e-01,-4.472560436e-02,-1.458719522e-01,-7.750057429e-02,-3.714481741e-02,-2.085570805e-02,-1.728865667e-03,-2.723417617e-02,-7.205196307e-04,-2.819982469e-01,6.726249307e-02,-7.325724512e-02,9.767560661e-02,3.123543039e-02,-1.607887000e-01,-1.804382727e-02,5.224009976e-02,-1.102248579e-02,2.887545712e-02,5.595177645e-04,-9.507603943e-03,-1.567137390e-01,2.489811555e-02,-4.718378186e-02,-3.265782143e-04,4.464187920e-01,7.646754239e-05,4.970215634e-02,-5.272674374e-03,-6.388264894e-02,-1.324740499e-01,9.985631914e-05,-1.028028429e-01,-4.879813641e-02,9.704176337e-02,5.123933777e-02,5.180113018e-03,1.288804412e-01,-9.611295536e-03,-1.328773350e-01,-2.490551851e-04,-1.297615767e-01,-6.630760431e-02,-3.126147389e-02,1.118656155e-02,8.399108797e-02,-3.114103898e-02,-1.190718636e-02,1.064509377e-01,1.252543330e-01,1.473076493e-01,1.485366523e-01,6.685727090e-02,5.025070906e-02,-2.005970292e-02,1.498850137e-01,-5.841485108e-04,-2.876664102e-01,-8.421614021e-02,-1.187255979e-02,-9.406635910e-02,-5.353497714e-02,-3.722294467e-03,-3.865266591e-02,-1.043115407e-01,-2.654260397e-02,-4.954747856e-02,-1.004265100e-01,-5.522081256e-02,-4.278479144e-02,-2.417909913e-03,-1.322957426e-01,2.768459381e-04,-1.772014052e-01,-3.309180588e-02,-5.772850290e-02,1.273230016e-01,5.653317552e-03,-1.564531922e-01,-9.050413501e-04,8.741021156e-02,-4.963824898e-02,4.705585539e-02,-3.691783547e-02,3.076205589e-02,-1.655397564e-02,2.203981765e-02,-7.848868519e-02,-2.488170321e-05,4.161106050e-01,1.727086455e-01,4.773299769e-02,-7.661305834e-03,-3.670627018e-03,-3.535775840e-02,5.837946385e-02,-4.743897170e-02,-1.538053453e-01,-1.048081890e-01,3.749362193e-03,-3.441997245e-02,-1.388511360e-01,2.783451229e-03,-9.480101615e-02,-3.410909849e-04,-1.923613250e-01,-4.810631741e-03,1.202528924e-02,5.299072340e-02,6.735621393e-02,6.640747190e-02,-1.363378856e-02,3.287453204e-02,-1.017417610e-01,9.680669010e-02,1.222568005e-01,3.937050700e-02,7.688888162e-02,-2.128124610e-02,-3.373487294e-02,1.717933628e-04,-2.546399236e-01,1.299579442e-01,-2.741334587e-02,-1.046668589e-01,-8.439692110e-02,-1.254763752e-01,-4.687709734e-02,-6.953338534e-02,3.756277496e-03,-1.423202306e-01,-4.532221705e-02,-4.577699304e-02,9.691311419e-02,-7.438749890e-04,1.134532392e-01,-6.920783781e-04,2.243707702e-02,-3.348951414e-02,-2.467039041e-02,4.396311194e-02,7.299033925e-03,-2.059482634e-01,-1.169851981e-02,2.120724320e-01,8.526661992e-02,8.636941016e-02,-1.185777131e-02,6.860039663e-03,8.149604313e-03,-3.465875052e-03,3.218190372e-02,-5.155563704e-04,2.454328984e-01,-1.031484529e-01,-1.140545495e-02,4.488193616e-02,4.160100594e-02,3.766602278e-02,7.783655822e-02,-1.338569224e-01,-9.207563847e-02,3.794872318e-04,-5.191659555e-02,7.512197364e-03,-3.292860091e-01,2.897665650e-02,-2.666555643e-01,-2.476464724e-04,1.966987178e-02,-4.536864907e-02,-3.201466799e-02,4.204082116e-02,1.079549789e-01,3.127066419e-02,-2.173598297e-02,-1.567289419e-02,2.449880540e-01,1.175447088e-02,8.566154540e-02,4.296777025e-02,5.983753130e-02,-1.361091807e-02,2.520723641e-01,-1.749154217e-05,-2.538997233e-01,-1.897860505e-02,-4.171503335e-02,-4.818906263e-02,-7.605333626e-02,-1.302608550e-01,-3.685479611e-02,-2.325388640e-01,-1.091302633e-01,-9.501994401e-02,-5.943350866e-02,-2.353506722e-02,6.039584801e-02,1.896894537e-02,-1.457289211e-03,-4.310364602e-04,2.403905690e-01,4.659314826e-02,-3.185520321e-02,6.971599162e-02,1.855600066e-02,-1.325499415e-01,-1.646133885e-02,9.213313460e-02,-1.608920395e-01,1.094773784e-01,7.535647601e-02,2.934064902e-02,-9.697286040e-02,2.549712779e-03,-2.776398957e-01,-1.085980475e-04,-1.851602048e-01,6.394706666e-03,5.206974596e-02,-2.636239491e-02,-1.746585593e-02,4.418447148e-03,8.080228418e-02,1.977134347e-01,-8.025592566e-02,1.379084494e-02,-8.890411258e-02,-3.992496058e-02,-1.715672463e-01,-4.197701346e-03,-1.293557584e-01,-4.316190898e-04,3.846633807e-02,-3.443016484e-02,-1.501933299e-02,3.806853667e-02,2.112893015e-02,3.615720943e-02,-1.834943332e-02,1.481085201e-03,-1.320796758e-01,5.876066908e-02,1.729886862e-03,4.256396368e-02,-1.315135807e-01,-1.516234409e-02,-1.442736834e-01,1.614363864e-04,8.683486283e-02,-8.950596675e-03,-6.345301121e-02,-9.067808092e-02,-1.024205536e-01,-3.204112053e-01,-3.625924885e-02,1.086898744e-01,-1.987431757e-02,-4.155945033e-02,-1.014324352e-01,-3.972779587e-02,9.120728076e-02,8.882953785e-03,-3.967364877e-02,-1.718114800e-04,-1.233705655e-01,1.270952262e-02,8.322106302e-02,6.184599176e-02,8.281241357e-02,-2.438516468e-01,8.869064972e-03,2.198369615e-02,-1.074185371e-01,8.223056048e-02,3.008024022e-02,2.937038243e-02,-1.007333770e-01,1.316810958e-03,-1.969011128e-01,-6.048059440e-04,-1.819066703e-01,1.910468936e-02,-5.822751299e-02,2.804999985e-02,3.141286224e-02,2.988698184e-01,5.151338875e-02,-8.990857005e-02,1.550347060e-01,-5.977535993e-02,8.260818571e-02,-2.519197948e-02,-5.750276148e-03,9.116987698e-03,2.250507027e-01,-7.913057343e-04,-2.419470251e-02,6.007018965e-03,-4.511340335e-02,4.636409879e-02,8.069761842e-02,-2.582793534e-01,-5.622221623e-03,-1.918138377e-02,-1.247769073e-01,3.380171210e-02,1.243297290e-02,2.757507004e-02,-1.255850941e-01,-1.196437143e-02,-1.716897935e-01,-1.288288040e-04,-1.076848581e-01,2.419506945e-02,7.814772427e-02,-8.193746954e-02,-1.012626942e-02,-2.973955274e-01,-3.271109611e-02,-1.964431107e-01,-1.635778844e-01,-6.849049032e-02,1.666361280e-02,-1.048026793e-02,-3.754208609e-02,1.429637615e-02,-2.197061479e-01,-6.560068578e-04,2.167878002e-01,-9.039106080e-04,1.248098165e-02,9.114906937e-02,4.024083912e-02,-2.963045835e-01,3.573454451e-03,2.488130033e-01,-1.135864630e-01,7.914768904e-02,4.593520612e-02,2.424650081e-02,2.321036607e-01,4.906007554e-03,-2.232265919e-01,-9.345557191e-04,-2.647160292e-01,-3.965041414e-02,-9.951733798e-02,-1.863805018e-02,-7.989752293e-02,6.241992712e-01,4.077424109e-02,8.043850772e-03,2.968482673e-01,-5.662399810e-03,-6.138604507e-02,-3.313803300e-02,-2.165043354e-01,-3.911860287e-03,4.582821429e-01,-4.090570437e-04,-2.100140303e-01,-1.183024701e-02,-2.737908065e-02,5.663651973e-04,2.809127979e-02,-2.593211830e-01,-1.641752571e-02,3.640887141e-02,-9.851323068e-02,6.884271652e-02,5.885902327e-03,2.893469669e-02,-1.970578432e-01,-2.803099900e-02,-1.818950027e-01,-5.403242540e-04,1.706205606e-01,-4.940006137e-02,1.332563460e-01,-6.545086950e-02,-7.535836846e-02,-3.605734110e-01,-1.669229940e-02,-9.353980422e-02,-1.485660523e-01,-9.536942840e-02,-8.243548870e-02,-3.893383592e-02,1.116921529e-01,3.250128357e-03,-2.213157713e-01,-1.978384244e-04,1.308886111e-01,5.368756875e-02,-6.795249879e-02,1.154779121e-01,3.759312630e-02,-3.023822308e-01,1.749949297e-04,7.722817361e-02,-1.208766028e-01,9.516171366e-02,1.199343652e-01,2.733386494e-02,4.258702695e-02,-9.058747091e-04,-1.681823879e-01,-4.596113868e-04,-2.719746828e-01,-4.157008603e-03,-9.120043367e-02,-1.405327953e-02,4.298416153e-02,6.941106319e-01,4.021969810e-02,2.225369588e-02,2.622788250e-01,-2.694964968e-02,-2.946202829e-02,-8.724058978e-03,-1.048929170e-01,3.013014048e-02,4.152281582e-01,-7.171756442e-05,-2.451962084e-01,9.183593094e-02,-5.136521906e-02,6.148580462e-03,1.037687212e-01,-3.000685573e-01,-2.246067300e-02,2.361796610e-02,-1.057413295e-01,1.431188285e-01,1.792230643e-02,7.099547237e-02,-1.472179890e-01,-1.592984051e-02,-1.751281172e-01,-9.666176047e-04,1.547160745e-01,-4.003069550e-02,6.432897598e-02,-6.299936026e-02,-4.526459053e-02,-3.471801877e-01,-3.671165183e-02,-2.670876496e-02,-1.596407294e-01,-5.571005121e-02,-8.776618540e-02,-1.767556183e-02,1.398465633e-01,1.654120907e-02,-2.016929388e-01,-5.936080706e-04,-1.556031313e-02,1.680732332e-02,-1.929440349e-02,8.675368875e-02,1.800958253e-02,-3.107564449e-01,3.511204198e-02,9.532034397e-02,-9.180773795e-02,1.026481763e-02,9.424176067e-03,-1.910234615e-02,2.043771595e-01,-3.407148179e-03,-1.372499913e-01,-4.812887055e-04,-7.293546200e-02,-7.969822735e-02,-4.720219597e-02,6.661648396e-03,-4.443068802e-02,7.311223745e-01,2.937893569e-02,-4.908842593e-02,2.528525889e-01,-5.708714575e-02,7.446771115e-02,-2.484207414e-02,-3.441308737e-01,6.772049237e-03,3.593529463e-01,-8.300520858e-05,-1.034578029e-02,-1.059543528e-02,6.978411693e-03,1.435735542e-02,5.413172767e-02,-2.149945945e-01,-2.806647122e-02,-8.140508085e-02,-1.231125277e-02,5.133542046e-02,4.523178097e-03,2.639257349e-02,-3.580941260e-01,-1.464914344e-02,-8.319371194e-02,9.860588762e-05,2.881721035e-02,-5.366939679e-02,-3.184948862e-02,-9.491160512e-02,-3.229631856e-02,-2.890934646e-01,-3.692959994e-02,-1.011124849e-01,-1.654566526e-01,-5.681758374e-02,-1.285077631e-02,-3.867295384e-02,4.872617424e-01,9.778874926e-03,-2.881612778e-01,-2.195293200e-04,5.827019364e-02,4.847691581e-02,3.696896508e-02,5.914283171e-02,3.793648258e-02,-2.224183530e-01,3.268986242e-03,1.345399916e-01,-9.008472413e-02,6.812012754e-03,-2.919092542e-03,1.458421443e-02,-5.225849152e-02,2.136762952e-03,1.434902698e-01,-1.796528959e-04,-2.565594316e-01,4.351249896e-03,-6.390962005e-02,5.866804719e-02,-2.853068151e-02,4.983573556e-01,6.782432646e-02,9.023673832e-02,1.630270928e-01,3.988409042e-02,2.541232668e-02,5.633291788e-03,-2.241245359e-01,6.550651044e-03,7.267931849e-02,-4.499320348e-04 +thresholds = -7.173624635e-01,-4.523285851e-02,-2.127911150e-01,1.486317217e-01,1.277761757e-01,-9.113139510e-01,2.516341954e-02,1.690014303e-01,-4.197899699e-01,1.632445455e-01,5.443894863e-02,3.412478045e-02,-5.898238420e-01,1.460046973e-02,-6.239960790e-01,-3.457516199e-03 +weights1 = 1.095569879e-01,5.167562887e-02,-1.416755468e-02,5.504231922e-06,7.995812222e-03,4.695411325e-01,-1.732610352e-02,5.856630206e-02,-1.134086102e-01,-1.583557017e-02,-1.545921713e-02,2.132782638e-01,1.195426881e-01,4.305581152e-01,2.120222449e-01,4.070797004e-03,9.796334058e-02,-1.662281156e-02,3.329487517e-02,2.310124785e-01,4.709956795e-02,-5.723211542e-02,-7.196620852e-02,-6.604046375e-02,-1.133546350e-03,-6.063044071e-02,1.715241224e-01,-8.281440288e-02,2.814601660e-01,2.990887165e-01,-4.791224375e-03,-8.735047281e-02,7.338948548e-02,4.715622053e-04,2.978627197e-02,-1.124566514e-02,-3.121359088e-02,8.282349259e-02,-3.532871976e-02,-1.213813014e-02,5.657771137e-03,3.983283023e-06,-5.211785436e-02,1.165663265e-02,-2.451282926e-03,2.919516154e-02,4.825004376e-03,-8.750796318e-02,-7.551880088e-03,-2.485684547e-08,-7.403620402e-04,3.701109812e-02,1.362735592e-02,1.021450292e-02,6.228432059e-03,6.044771150e-02,-2.827146091e-02,-5.671402548e-08,6.438398361e-02,-5.087836689e-05,-4.185604848e-05,4.635828361e-02,-4.012664314e-03,7.937384908e-06,1.045776345e-02,1.111640930e-01,-3.947477415e-02,3.540965542e-02,1.704422971e-06,-1.758744568e-01,-4.076202214e-02,-1.375262126e-09,-6.203792617e-02,3.016970368e-06,-1.884423196e-02,-8.162456751e-02,-7.373142987e-02,-1.131356731e-01,-6.673447788e-02,1.433396786e-01,8.640722185e-02,-2.883251182e-05,-1.393163670e-02,-2.852371521e-02,1.475806162e-02,5.938621610e-02,2.747226506e-03,3.502453864e-02,7.444038638e-04,-3.774476051e-02,-1.862950251e-02,1.146990210e-01,-4.768610001e-02,-2.127715200e-02,-5.289290473e-02,1.285333186e-01,4.655811563e-02,-4.624046758e-02,6.532031577e-03,1.768620126e-02,1.584070735e-02,2.563890815e-02,1.649819128e-02,-1.026594415e-01,1.295464337e-01,-9.447030723e-02,2.073441632e-03,7.346917118e-05,1.429991126e-01,-6.802485883e-02,6.970663369e-02,-2.014152124e-04,-3.682959080e-02,-8.458026499e-02,4.859019443e-02,3.164155409e-02,-7.299952954e-02,-4.225644283e-03,4.519632459e-02,-1.770110726e-01,-2.831888944e-02,4.549345002e-03,-1.494840399e-04,5.073243380e-02,-4.935574904e-02,-1.312462264e-04,-7.736932457e-05,-1.009405474e-03,1.649996936e-01,6.681084633e-02,1.412841957e-02,1.096564308e-01,-1.010817811e-01,1.276305169e-01,8.728150278e-02,-8.084741235e-02,-1.042850837e-01,-1.274185181e-01,1.742582582e-02,-3.258499503e-02,9.587255120e-02,8.690346777e-02,7.125106454e-02,-3.713563830e-02,1.461226214e-02,-7.348424196e-02,3.085520864e-02,1.330651809e-02,8.982030302e-02,-8.592339605e-02,5.736954510e-03,-7.847225666e-02,-5.292967707e-02,-1.911819912e-02,1.117032692e-01,-6.816238165e-02,1.134727001e-01,7.482243329e-02,-5.339460447e-02,-6.782060117e-02,4.919002578e-02,8.866257221e-02,-3.134512529e-02,-1.057917327e-01,-1.726701093e-08,-8.947356790e-02,-1.390579829e-08,-1.547834836e-02,5.010723136e-03,2.657564729e-02,1.238595804e-08,-1.439463943e-01,1.849547327e-01,1.314426363e-01,-1.485397387e-02,-2.889327891e-02,-2.428282642e-05,1.465790272e-01,1.026560143e-01,-1.067869589e-01,1.025312673e-02,-1.248876924e-05,-4.504606873e-02,-9.341103956e-03,6.756583601e-02,4.077323526e-02,2.819687314e-02,-4.210301489e-02,1.805441116e-06,1.123499963e-02,-2.945514943e-08,-1.525053085e-05,-9.652289003e-02,-1.027086452e-01,-2.155250550e-04,7.813781500e-02,-9.267200767e-06,1.267481968e-02,-4.987046868e-02,5.122795701e-02,-1.374219079e-02,-1.178833842e-01,-3.963384032e-02,1.011287421e-02,-1.463549584e-01,-1.329755932e-01,-6.180829927e-02,5.419287086e-02,-1.038113981e-02,3.882244974e-02,-1.810013928e-04,7.915608585e-02,2.365828550e-04,3.777565435e-02,-7.896520197e-02,9.036344290e-02,5.268270033e-04,-9.141190909e-03,-1.820245981e-01,-2.941196086e-03,2.278985688e-03,-1.171436980e-01,-1.142671518e-02,9.016839415e-02,-1.241794005e-01,-2.286172472e-03,-4.869999248e-04,-2.813640051e-02,-4.834963381e-02,-6.327702850e-02,-2.929669991e-02,1.473674327e-01,5.288636684e-02,-4.351297021e-02,-3.217304870e-02,-1.188785657e-01,7.903210074e-02,-2.749738991e-01,-9.469161741e-03,1.115562618e-01,-2.518394217e-02,-5.268411711e-02,3.772642463e-02,-9.129901230e-02,-1.097992063e-01,3.773422167e-02,2.367891930e-02,3.854107484e-02,4.280955717e-02,1.299920231e-01,-2.384701045e-03,9.829904884e-02,-1.599185914e-02,-2.601028979e-01,1.198884249e-01,4.786413163e-02,-1.644360423e-01,3.082686104e-02,1.464270614e-02,-9.766134433e-03,3.455760330e-02,-2.022514045e-01,2.860133909e-02,-5.621798802e-03,-3.621243685e-02,4.030708969e-02,-3.711412847e-02,-1.212939154e-03,-2.144881152e-02,-2.167906463e-01,-1.087734699e-01,-1.078622788e-02,-1.245967895e-01,-3.260896847e-05,-2.893534722e-03,-9.859623387e-03,4.602375627e-02,1.091061383e-01,2.068772167e-02,1.142192818e-02,4.370136186e-02,-3.151471959e-03,-7.275114208e-02,8.676283807e-02,1.845488511e-02,-1.622666866e-01,-7.059925795e-02,-2.056705300e-03,1.590926759e-02,-5.374700413e-04,5.264730498e-05,-1.059822589e-01,-1.711800508e-02,-6.867401302e-03,-6.734641641e-02,-5.920410156e-02,-1.660670340e-02,-2.866367055e-08,-3.466705233e-02,-9.686576668e-04,-4.700449482e-02,-1.737243384e-01,-8.064378798e-02,-1.136871576e-01,-3.772536665e-02,-7.424987108e-02,-4.608138697e-04,-1.481323093e-01,-2.457349002e-01,-1.806339016e-03,-3.394427523e-02,-2.441367600e-03,-2.494319342e-04,-1.148733718e-04,-8.133136481e-02,6.981071830e-02,-1.641118899e-02,-5.817268416e-02,-1.642555743e-02,-8.347561816e-04,2.865264416e-01,2.421424165e-02,3.612107411e-02,1.720842160e-02,-1.379387230e-01,5.093223453e-01,-1.503147371e-02,-5.481099710e-02,1.320476979e-01,-3.136136569e-03,3.142586350e-02,7.981522381e-02,1.722862870e-01,5.426821113e-01,2.098384947e-01,-1.048791707e-01,1.145131886e-01,-1.388348173e-02,-5.609444529e-02,1.275492162e-01,1.464587003e-01,-9.493178129e-02,-8.422166854e-02,-1.015499979e-01,-6.066028727e-04,-1.327414211e-04,2.678752542e-01,-3.749084845e-02,3.503048420e-01,3.116523921e-01,-5.597611144e-02,-1.095161960e-02,9.255681932e-02,9.419834614e-02,1.506006867e-01,-1.340372581e-02,2.666457370e-02,1.089759246e-01,8.872856200e-02,-3.913317993e-02,3.832991049e-02,-8.603408652e-09,-8.597853780e-02,-1.761730574e-02,1.673639417e-01,1.041258276e-01,3.535307199e-02,-5.877758190e-02,3.262589872e-02,2.063581128e-08,-1.104652956e-01,1.033877925e-05,4.364545923e-03,7.761237770e-02,7.494889200e-02,-1.752514206e-02,1.493373606e-02,-6.938583404e-02,-1.560994834e-01,-1.647942886e-02,-4.871457350e-03,2.629881352e-02,6.123071536e-02,-1.658488873e-05,3.408435732e-03,8.046396822e-02,-1.384247653e-02,-1.402116269e-01,-4.501527175e-02,1.556297541e-01,-1.237914115e-01,-1.597873569e-01,1.163718384e-02,3.285459056e-02,1.893381629e-08,7.974028587e-02,9.962665290e-02,4.794745520e-02,-2.000863897e-03,-1.236741692e-01,-7.695686072e-02,3.479639441e-02,3.474155813e-02,-4.228873178e-02,2.478330955e-02,3.928880394e-02,-1.043544617e-02,8.950819820e-02,8.912333846e-02,4.795521498e-02,3.178811073e-02,1.529986411e-01,7.168205082e-02,-5.868150666e-02,-6.479289732e-04,-5.936284736e-02,-1.241868176e-02,3.135047882e-05,-1.117027272e-02,-6.824088842e-02,-1.558421254e-01,-3.192720562e-02,2.737502567e-03,1.023664325e-02,3.664767428e-05,-2.553205565e-02,-2.324481052e-08,-4.023706913e-02,1.472892240e-02,2.466041595e-02,-2.147920243e-02,7.411055267e-02,-1.446131384e-03,-1.507199649e-02,-4.371780902e-02,-1.153523102e-02,-1.306225895e-04,4.606897756e-02,-1.528271660e-02,-4.176256806e-02,-5.836090073e-02,6.427679211e-02,2.157850750e-02,3.963869065e-03,-7.690724730e-02,-1.472534388e-01,-9.066796338e-05,8.367764950e-02,-1.690335870e-01,9.636992216e-02,1.494993269e-02,-4.903228581e-02,1.884685829e-02,-1.252006292e-01,-1.827907070e-08,2.163796686e-03,3.193218261e-02,2.316571958e-02,-1.903283220e-08,-2.321312390e-02,-1.292846352e-01,-3.266848028e-01,-1.974338293e-01,1.660626829e-01,-2.490129136e-02,6.221311050e-04,1.596150221e-03,-3.080963157e-02,1.762433536e-02,4.548966512e-02,1.015796065e-01,1.226208434e-01,4.354796559e-02,2.989928424e-02,-1.762170494e-01,1.125376206e-02,-2.649145573e-02,-1.898905784e-01,3.603947908e-02,9.805793315e-02,-4.702399299e-02,-7.294083945e-03,1.258385479e-01,-6.230089068e-02,1.796629363e-06,-1.773172766e-01,2.528117093e-08,-3.696887568e-02,-6.476050615e-02,3.732460737e-02,4.991982383e-09,1.675144210e-02,-9.502673149e-02,-1.734006554e-01,-4.368919507e-02,8.867217600e-02,-2.396341413e-02,1.036853492e-01,3.702848405e-02,-1.338103414e-02,-4.809509031e-03,1.279654056e-01,1.275764871e-02,2.449509501e-02,4.441913217e-02,1.505353581e-02,-8.748700470e-02,1.333677769e-01,-3.557649627e-02,-8.017603308e-02,6.099886820e-02,1.696762890e-01,6.013853848e-02,8.866257966e-03,2.121322032e-04,-8.595360070e-02,-1.938591599e-01,3.384487033e-01,-1.648372994e-08,2.670764587e-08,1.330601372e-04,-7.088533044e-02,-5.287903920e-02,1.441610754e-01,1.651046723e-01,1.962477565e-01,9.992522001e-02,-1.292980164e-01,-1.038935035e-02,-5.442227796e-02,-9.468540549e-03,4.289789125e-03,1.517158300e-01,3.019119799e-02,-5.744992569e-02,-5.659559742e-03,-3.272274043e-04,-3.778240830e-02,1.065825000e-01,-6.142276898e-02,1.580815762e-01,5.525000021e-02,-1.523549110e-02,8.350701071e-03,3.672641516e-02,-6.728298217e-02,1.097942144e-01,-1.423498988e-02,1.044267416e-02,4.123609886e-02,-1.628010082e-08,4.044509679e-02,5.821506420e-06,1.340920031e-01,6.941118836e-02,-1.443665009e-02,1.605996862e-02,-3.894604451e-04,-5.323184654e-02,-1.817338727e-02,-1.101315580e-02,6.590561941e-03,-3.285774589e-02,2.565852925e-02,-2.156932652e-02,-3.976627439e-02,1.210014075e-01,5.472688377e-02,1.070887409e-02,-7.954311371e-02,-9.695938788e-03,-6.136609500e-06,1.101245657e-01,1.163145974e-01,1.695678569e-02,-5.936357193e-03,-1.082443520e-01,-3.608444333e-02,-1.070092693e-01,1.207248523e-08,1.120679639e-02,-2.006425411e-01,-1.000343636e-02,-9.029246122e-02,1.113792881e-01,2.657658804e-08,7.712300867e-02,5.715396255e-02,-1.953656599e-02,-3.615103066e-01,-1.213561520e-01,6.975028664e-02,-4.683375359e-02,1.387731900e-04,-1.075946763e-01,-3.060436994e-02,-1.148473378e-02,-1.419189479e-02,-1.386598498e-02,5.242246762e-02,-1.034914888e-02,-4.377948120e-03,-1.573045552e-01,-1.632454246e-02,-9.110329300e-02,-1.816323847e-01,-3.372448683e-02,-8.586547524e-02,-3.596856492e-03,-6.323625147e-02,6.049690023e-02,-7.188891619e-02,1.531106818e-06,-1.046332419e-01,-1.203312129e-01,7.946562022e-03,4.746793583e-02,-2.091172524e-02,-1.657695137e-02,-3.322136821e-03,-3.598080575e-02,-2.335850894e-01,-4.715163261e-02,1.489473693e-02,9.696176648e-02,-8.058486856e-05,3.068094514e-02,6.236848235e-02,-1.104246080e-02,1.332668494e-02,-1.957721636e-02,3.174344078e-02,-1.532434672e-01,1.174421012e-01,-1.235817447e-01,6.634340435e-02,-2.388920188e-01,-3.763355198e-04,1.123267114e-01,4.633999243e-02,-1.367837936e-01,1.630506814e-01,6.052119657e-02,-6.787452847e-03,-3.846999258e-02,-1.112414077e-01,3.771515563e-02,-2.507050708e-02,-1.639614105e-01,-9.524189681e-02,-6.274824589e-02,-7.072827220e-02,-1.012878194e-01,-2.116954178e-01,-5.012258887e-02,3.723430634e-02,-5.551554635e-02,1.320764236e-02,2.119667828e-02,-9.310634807e-03,-1.144621298e-01,1.920622215e-02,1.954992877e-05,-1.661423780e-02,-6.461440027e-02,-5.786477029e-02,-4.703735188e-02,-9.042067081e-02,-5.020330474e-02,-1.038877387e-02,4.849862680e-02,5.773948133e-02,1.267359126e-02,-4.172084853e-03,-7.385773957e-02,1.014877409e-01,9.092471004e-02,-3.284241259e-02,2.457162179e-02,-5.245316774e-02,-7.394177467e-02,2.191062830e-02,1.696625538e-02,-1.213532034e-02,-1.388612539e-01,-3.273356333e-02,-6.261889357e-03,3.848240012e-03,2.041005297e-03,6.418363005e-02,2.105439641e-02,2.904160321e-02,-9.522481263e-02,-1.021110453e-03,-2.276847454e-06,4.174774047e-03,-1.267322004e-01,8.739653975e-03,9.408850223e-03,-1.451791264e-02,-8.971840888e-02,5.503792688e-02,-3.908792138e-02,-7.715116953e-04,-5.500423908e-02,-7.794220746e-02,6.874300539e-02,-9.209195524e-02,-6.798063219e-02,-1.982214451e-01,5.706488615e-10,-1.483839899e-01,1.149848140e-05,-8.932369947e-02,-1.537880003e-01,-1.110049412e-01,-1.243741661e-01,-1.103424281e-01,-8.678308688e-03,1.034540236e-01,-2.551473118e-02,-5.076029524e-02,1.035166681e-01,1.236311421e-01,-2.581023797e-02,5.039003864e-02,2.459816262e-02,1.524000056e-02,-5.578644923e-04,2.334304899e-02,-3.967913240e-02,5.731435493e-02,-8.719491772e-03,9.122750722e-03,-3.137992322e-02,-6.089005992e-02,5.279855430e-02,1.379057183e-03,6.069151685e-02,-9.501682967e-02,-1.108228639e-01,-1.074147671e-01,4.144283594e-04,-1.308569014e-01,-4.900151864e-02,5.668291822e-02,-1.131354654e-08,-3.020572849e-02,-1.464240253e-01,-2.241324075e-02,-5.533574894e-02,-6.742006540e-02,1.576511264e-01,-4.424394295e-02,-7.892337441e-02,4.401295632e-02,-5.995546281e-02,3.916357830e-02,7.165268762e-04,-3.233894939e-03,-2.333485894e-02,-6.607122254e-03,-1.397350896e-02,-2.416757494e-02,-1.100773364e-02,-1.957973465e-02,2.084741928e-02,2.094701678e-02,1.557887793e-01,4.177669180e-04,-6.349603832e-02,6.641943753e-02,9.422728419e-02,3.614198267e-01,-7.873605937e-03,4.086724559e-08,6.478742696e-03,-6.565721333e-02,3.315213695e-02,-2.670850838e-03,1.280259192e-01,3.882087469e-01,7.931070030e-02,-7.794304937e-02,7.844724692e-03,1.340986043e-02,4.986593500e-03,-8.372400887e-03,2.108099908e-01,-7.478435338e-02,-5.128407106e-02,-1.516955942e-01,-2.721326891e-03,-1.532137831e-04,2.170038074e-01,6.855445914e-03,2.096275538e-01,2.677546442e-01,5.561237410e-02,-3.153931722e-02,8.599550277e-02,-8.134722710e-02,1.808912680e-02,9.490060293e-09,3.460105136e-02,1.186524108e-01,1.444065571e-02,2.994886041e-02,-9.849424474e-03,-2.095218399e-08,-2.390698716e-02,-9.663726669e-04,1.333476454e-01,2.133363113e-02,5.530135334e-02,-1.314780582e-02,-2.895263396e-02,-3.598884493e-02,-7.821076906e-06,6.649314612e-02,8.243363845e-05,9.127658606e-02,-3.662211448e-02,-9.216532111e-03,-1.925446466e-02,1.179836039e-02,1.913476444e-05,-2.839384228e-02,2.836305089e-02,-7.716681063e-02,6.164041907e-02,-6.868525594e-02,-4.082182050e-02,9.125722200e-02,-1.217471734e-01,7.324840873e-02,7.204861194e-02,-5.667495355e-02,-3.908726200e-02,-5.184349045e-02,6.699116057e-05,-1.732952707e-02,4.989148676e-02,2.282765135e-02,-2.441790653e-03,4.256519303e-02,-4.326294642e-03,1.728745103e-01,-1.478567068e-02,-1.158056408e-01,-1.111484889e-04,-3.921308368e-02,1.571030007e-04,-3.632962704e-02,-5.534733459e-02,6.779993325e-02,9.572904557e-02,-2.932029929e-05,-1.149750687e-02,7.258953410e-04,-5.650793901e-04,2.716113068e-02,1.776988618e-02,-1.620307937e-02,1.145806834e-01,3.036424641e-05,1.191811487e-01,3.356533498e-02,7.684689015e-02,8.865434676e-02,9.124521911e-02,5.021782545e-09,5.222019926e-02,-3.567379713e-02,6.047150493e-02,3.610470891e-02,2.145104110e-02,-3.239514679e-02,-1.032635942e-01,6.139389426e-02,-8.092760295e-02,-1.102123689e-02,5.086622760e-02,9.888478962e-05,5.439223256e-03,-2.612172253e-02,-1.758951917e-08,-1.958609186e-02,-2.060497900e-05,-1.977430657e-05,-3.850757203e-04,-5.436717346e-02,3.214124218e-02,1.015976518e-01,2.956372872e-02,-3.521460667e-02,2.566205561e-01,1.168000791e-02,1.019428521e-01,8.392266929e-03,-1.576636266e-09,3.710861504e-01,-1.218632907e-01,-9.444447890e-09,5.576685816e-02,-2.524816431e-02,-8.483604041e-09,2.605070360e-02,1.584737897e-01,4.094469845e-01,4.512084648e-02,-1.070405766e-01,-2.478474984e-03,-2.567576666e-05,-8.330391347e-02,4.674223810e-02,6.069869921e-02,-1.174642146e-01,2.001057146e-03,-1.302789748e-01,-9.733621031e-02,7.811059058e-02,1.875042170e-01,-8.400449902e-02,1.793745905e-01,3.168695793e-02,-4.827475548e-02,-7.162629813e-02,2.891739859e-05,1.727145747e-03,5.571623147e-02,-3.138269484e-02,1.263340987e-08,-1.298441272e-02,1.311388463e-01,-3.797422163e-03,7.578427358e-06,-5.934180319e-02,-2.353262474e-08,1.486687961e-05,-4.026062015e-05,1.788673922e-02,-2.044731518e-04,8.257866651e-02,-4.910109937e-02,-7.702119648e-02,-1.243052445e-02,-1.405267268e-01,-9.789272008e-05,-1.017927937e-02,2.005676958e-09,-2.380877777e-05,-8.112071455e-02,9.916343540e-02,-1.582243666e-02,-2.340238914e-02,5.282174051e-02,-1.567788795e-02,9.488396347e-02,-1.968837569e-05,7.711932063e-02,-9.106896818e-02,1.175722897e-08,1.000674888e-01,-4.180634394e-02,-1.649700850e-02,1.526678652e-01,-8.457990736e-02,1.609804854e-02,-2.712028474e-02,-5.481776968e-02,2.267436124e-03,-8.878123015e-03,-1.157669249e-08,1.427253782e-08,5.003821477e-02,-2.985204011e-02,1.952793927e-09,2.674418464e-09,-4.836109653e-02,1.132109961e-08,6.541224007e-09,-5.638837814e-02,-8.059189760e-09,6.813039466e-09,2.106697394e-08,-1.478833109e-01,9.457754344e-02,-8.014355600e-02,2.636173926e-02,4.030917957e-02,6.635271758e-02,5.186774121e-09,1.256327145e-02,3.334202245e-02,3.014495320e-08,-1.479635259e-08,-2.214528649e-08,2.515348285e-08,-3.472937271e-02,-4.013187438e-02,-1.460076720e-01,-7.529240102e-02,2.670342475e-02,4.759126902e-02,-1.765743643e-02,-1.420061737e-01,-2.544289641e-02,1.924170689e-08,7.726296037e-02,3.024873510e-02,7.607626729e-03,-4.408400506e-02,6.316346113e-09,3.172264434e-03,1.584427804e-02,1.175994575e-01,9.776688367e-02,-7.491853554e-03,5.047383159e-02,-4.913574085e-02,4.132352397e-02,-4.331634566e-02,9.226295283e-09 +biases1 = -7.819788158e-02,-1.172610093e-02,1.030313288e-04,1.399118337e-04,5.241353065e-04,-5.642345175e-02,1.430056162e-08,0.000000000e+00,7.567799650e-03,0.000000000e+00,-1.094228423e-06,2.065541968e-02,-3.975375369e-02,-1.877318621e-01,-5.668661371e-02,7.353518158e-02,-2.196366712e-02,3.048551036e-03,4.390571266e-02,1.289091688e-05,-5.432287231e-03,8.617162704e-02,-4.132093396e-03,1.531963050e-01,2.334426530e-02,-2.233901247e-02,-9.295569360e-02,4.860835895e-02,8.666775189e-03,-1.044693738e-01,2.068779990e-02,5.166725442e-02 +weights2 = 5.170777440e-01,3.653255478e-02,3.030385263e-02,-2.700183832e-04,-6.170690060e-03,9.406588674e-01,1.028271508e-04,3.257645294e-04,3.951221704e-02,-2.005652641e-04,-1.032756427e-05,1.795481741e-01,4.286576211e-01,1.122130156e+00,4.186094701e-01,-2.090215385e-01,1.208282933e-01,-1.054115128e-02,-7.101041824e-02,1.328648776e-01,2.668302357e-01,-1.428728998e-01,2.508556936e-03,-1.701649427e-01,-4.919938743e-02,-1.130824536e-02,5.382694006e-01,-1.301775128e-01,4.835853577e-01,5.800413489e-01,-7.066203654e-02,-1.476264745e-01 +biases2 = 2.600487173e-01 diff --git a/params/D00109.001.txt b/params/D00109.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..431451d293a579551c74ef208985235e3cf91823 --- /dev/null +++ b/params/D00109.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.711403877e-01,-1.102569327e-01,1.850844175e-02,1.471926719e-01,-1.071488187e-01,2.873701751e-01,4.407908618e-01,1.184587926e-01,2.096521109e-01,2.456577867e-01,1.303591281e-01,-2.318487270e-03,-1.044393852e-01,2.951626182e-01,-1.004360318e-01,-1.262727529e-01,-2.091396004e-01,4.939374514e-03,-2.109676898e-01,-1.349920481e-01,1.445863117e-02,-3.437697589e-01,-2.444699407e-01,1.610821635e-01,-1.895008795e-02,-3.743606508e-01,-3.341032565e-01,-3.243449028e-04,-2.429136783e-01,-2.743689157e-02,-1.933095157e-01,-1.603715420e-01,1.407395750e-01,-6.054611132e-02,2.162084728e-01,-2.825681865e-01,-1.165585741e-01,-2.321047783e-01,-5.477477908e-01,-4.572270513e-01,-1.431228667e-01,-1.183823124e-01,2.096574903e-01,3.090731043e-04,-1.251461357e-01,-3.257696033e-01,2.570355497e-02,7.817092352e-03,-4.142377898e-02,-1.188597456e-01,-4.378256947e-02,-1.321089547e-02,-6.510829180e-02,1.112678126e-01,1.983282417e-01,2.123384178e-02,-2.524988055e-01,2.180006355e-01,7.741224766e-02,-3.728165757e-03,2.926783264e-01,-2.066247761e-01,-8.563584089e-02,2.116686404e-01,1.143097803e-01,2.245083638e-02,-6.057966873e-02,7.414902747e-02,-5.789404362e-02,1.742696166e-01,-3.655297756e-01,4.075304568e-01,-5.343541503e-03,5.655691400e-02,1.130995527e-01,-7.020634133e-03,1.359231472e-01,1.742703021e-01,2.688456792e-03,-8.167336881e-02,-1.821157634e-01,-5.980748683e-02,-2.654681504e-01,-3.671552986e-02,1.161985323e-01,-4.843414426e-01,3.952172101e-01,7.993320376e-02,-1.827407070e-02,1.574886777e-02,-2.563599050e-01,5.858912598e-03,-1.938137710e-01,-1.735835671e-01,-1.173047069e-02,3.271562234e-02,1.582833678e-01,-1.527289748e-01,1.487651765e-01,-2.433897257e-01,-1.648673564e-01,-1.595355198e-02,-2.766379714e-01,-2.927919924e-01,-2.284550667e-01,1.505025029e-01,1.650161445e-01,-1.943971263e-03,-1.004435867e-01,-3.867983818e-01,-9.519093484e-02,5.752456840e-03,-2.892960235e-02,-9.507679194e-02,1.569463909e-01,-7.739543915e-02,-1.680676788e-01,1.488602310e-01,9.406657517e-02,-3.508862853e-01,4.756771028e-02,-2.521106899e-01,6.186199933e-02,-3.168124240e-03,-2.124533616e-02,1.215077266e-01,-2.494088113e-01,-2.430956624e-02,3.054706156e-01,8.474601805e-02,2.634238824e-02,-2.735169046e-02,3.009839952e-01,-2.751627266e-01,3.023858555e-02,-1.438145638e-01,6.203872338e-02,-1.397039890e-01,1.802188158e-01,-3.677083878e-03,1.649448723e-01,8.610649407e-02,-4.255131260e-02,-1.461358964e-01,-2.400113791e-01,-4.790199175e-02,-2.495989352e-01,1.602905244e-01,-1.782379448e-01,-8.020865172e-02,1.425115466e-01,3.991053104e-01,-3.650093079e-02,-3.525651097e-01,-3.372546136e-01,-4.926640075e-03,-1.678162813e-01,-2.002422325e-02,-3.504187167e-01,-2.000592649e-01,1.426696628e-01,-1.670524478e-01,1.978875250e-01,-2.441173196e-01,-2.617405355e-01,-4.133774340e-01,-7.532261312e-02,-3.623034656e-01,-2.298120856e-01,4.647526443e-01,1.436267793e-01,3.950669430e-03,-1.467116922e-01,-3.110528290e-01,5.713789910e-02,2.971220911e-01,-1.464345604e-01,-1.549453139e-01,5.034522619e-03,-1.723757684e-01,-1.355474144e-01,5.920274258e-01,-2.504948378e-01,-4.926634207e-02,-4.926120746e-04,-1.537429751e-03,9.706541151e-02,-1.324132434e-03,-2.998436801e-02,-1.895831712e-02,-1.776979864e-02,-1.826087758e-02,1.049056277e-02,-5.589341279e-03,1.247287542e-02,-6.977137178e-02,5.188606381e-01,-1.728679538e-01,1.340197623e-01,9.650176018e-02,-7.027283311e-02,-1.540472656e-01,2.283210754e-01,2.465147292e-03,5.366492271e-02,2.160816193e-01,-3.246733919e-02,-1.559083909e-01,-1.839434654e-01,1.728957891e-01,-2.494214326e-01,1.055988949e-02,-4.342645705e-01,5.684608817e-01,-1.447306871e-01,-2.399009913e-01,3.210085258e-02,-1.349191666e-01,-3.234978914e-01,-3.091690596e-03,1.039260533e-02,-1.005786434e-01,3.128574044e-02,-8.367875218e-02,4.840535223e-01,-4.074328244e-01,5.295750499e-02,8.271590620e-02,-5.102421045e-01,2.290793927e-03,1.698770560e-02,-2.020963132e-01,-2.209479362e-01,2.983629107e-01,1.629167199e-01,-4.305543844e-03,2.029280365e-02,-3.366354108e-01,-1.322640926e-01,3.029203787e-02,-2.494363487e-01,-4.514612257e-02,1.636377573e-01,-3.066769242e-01,1.508938521e-01,-5.751288533e-01,-1.595063061e-01,1.891948581e-01,5.463592336e-02,-3.841846809e-02,1.567525975e-02,-1.505503547e-03,-2.641962171e-01,-4.352653772e-02,-2.207346261e-01,1.418896466e-01,-1.308748722e-01,1.070343331e-01,1.873997450e-01,4.637698233e-01,-1.679330692e-02,5.751495957e-01,2.232636698e-02,5.787213147e-02,-6.159302965e-02,1.783064217e-04,2.043237835e-01,-7.153626066e-03,-1.951873153e-01,1.665823907e-01,-3.455925733e-02,-7.731349766e-02,-3.419629931e-01,5.835020542e-02,-2.855439484e-01,-3.272174001e-01,-1.560555100e-01,-1.678168476e-01,-1.580666900e-01,-1.064178869e-01,-3.552825004e-02,-2.629810572e-01,-4.117189050e-01,4.597116727e-03,-2.369980514e-01,8.670073003e-02,-1.193592921e-01,4.612435400e-02,5.781576037e-01,-2.469068319e-01,5.169207603e-02,-5.694338083e-01,-9.095375240e-02,-4.650639892e-01,-2.533487231e-02,-6.832443923e-02,-3.938207775e-02,3.304351866e-02,2.738462687e-01,-1.916263602e-03,7.918058336e-02,-3.269762993e-01,-9.244377166e-02,-2.011225186e-02,-4.402846470e-02,-2.035466582e-01,2.601101249e-02,1.497053355e-01,-1.049583685e-02,-1.194871888e-01,8.203049190e-03,-3.949661925e-02,-6.825800240e-02,2.007757425e-01,1.729030348e-02,-1.921823598e-03,1.732297242e-01,-1.909343302e-01,-1.077122092e-01,-1.567695104e-02,-2.809605561e-02,1.401582211e-01,4.724634439e-02,-4.014271200e-01,-4.750487804e-01,-4.311459363e-01,2.932948470e-01,1.087516025e-01,1.742314249e-01,1.533806622e-01,2.135277241e-01,-4.501605872e-03,-2.607993595e-02,6.194337085e-02,5.102846026e-02,-1.951743513e-01,-3.918989599e-01,1.570269316e-01,-1.818436384e-01,-1.223824248e-01,7.289951444e-01,3.320502490e-02,-3.020298779e-01,-2.791434759e-03,-5.148323625e-02,-2.769964635e-01,-4.052830935e-01,8.472388727e-04,1.609839126e-02,1.344491690e-01,-1.955901831e-01,-1.291406155e-01,4.243758023e-01,-5.344009995e-01,1.416950077e-01,3.738809824e-01,-4.161231518e-01,-1.006860808e-01,-3.736276925e-02,-2.794218361e-01,-3.105314374e-01,-1.182243526e-01,2.591884732e-01,-2.846620977e-03,-1.601588577e-01,-4.803007841e-01,-1.274471134e-01,3.680384159e-02,5.721044913e-02,-4.806830734e-02,-2.726494707e-02,-1.337277144e-01,-1.124286652e-01,3.212001324e-01,-1.066100895e-01,1.702894643e-02,-1.681358181e-02,2.126405686e-01,1.630726270e-02,1.201939886e-04,-1.003253274e-02,1.963352226e-02,-8.199455589e-02,2.199596167e-01,7.028087229e-02,-3.314000741e-02,6.102086231e-02,6.944454908e-01,-3.966392279e-01,-1.318219453e-01,1.034209952e-01,1.051453967e-02,-1.129718497e-01,1.392996162e-01,9.248106182e-02,-1.095622079e-03,-1.840066016e-01,1.016104817e-01,-1.938016266e-01,5.643613636e-02,-3.235934079e-01,6.168539450e-02,-3.303495347e-01,-4.083926976e-01,1.171782851e+00,-3.200714290e-01,-7.716938853e-02,-1.578019857e-01,1.191271096e-01,-2.325709164e-01,-4.469996691e-01,-6.089034490e-03,-4.438874722e-01,3.221200407e-01,-1.525106188e-02,-9.461241215e-02,2.109320760e-01,-3.347934783e-01,2.185425013e-01,-4.599267840e-01,-5.246908665e-01,2.922993302e-01,-1.206936836e-01,-5.711555481e-02,-2.358210683e-01,-7.939415425e-02,3.211594522e-01,-4.724866711e-03,8.523769677e-02,-4.776037633e-01,-9.787842631e-02,-8.378404379e-02,1.037387848e-01,2.117131650e-02,3.085139208e-02,-1.098797098e-01,-5.253729820e-01,-1.739243045e-02,-5.865183100e-02,4.820177704e-02,2.514030971e-02,1.440216750e-01,1.171763986e-01,5.505887792e-03,3.628073633e-01,-2.103652656e-01,-4.664472118e-02,5.459698290e-02,6.169487163e-02,1.164906099e-01,-1.436948031e-02,1.300082803e-01,-4.256448150e-01,5.808923021e-02,-1.718120575e-01,-4.540973529e-02,3.055332601e-01,1.024203971e-01,4.289054498e-02,-3.082462819e-03,5.824250355e-02,-1.202919558e-01,-1.679139733e-01,5.218799412e-02,-2.932772338e-01,-5.642377958e-02,-1.941274405e-01,4.716340601e-01,8.503814936e-01,-2.421241254e-01,1.001096219e-01,2.326099016e-02,1.120190322e-01,-1.460586488e-01,-2.992777228e-01,-7.001989987e-03,-6.182739139e-02,2.734420300e-01,-2.207092755e-02,-1.029623374e-01,2.066796571e-01,-2.953857780e-01,1.521744579e-01,-5.964825749e-01,-2.697729170e-01,8.485723287e-02,1.025046110e-01,1.372475084e-02,-3.481718302e-01,-7.471961528e-02,2.004040778e-01,-3.021702403e-03,-4.015403092e-01,-2.168894559e-01,-1.304827034e-01,2.725193836e-02,8.615113795e-02,-4.956782609e-02,3.583851084e-02,-2.887903452e-01,-4.294124544e-01,-7.830577344e-02,-1.839053780e-01,-1.477601230e-01,-2.741280198e-01,8.919598907e-02,1.395705342e-01,6.705656182e-03,2.254469097e-01,-2.004290819e-01,-3.350000083e-02,-4.404113069e-02,6.004644185e-02,1.755189449e-01,7.191323489e-02,8.753657341e-03,3.724861741e-01,-7.681681216e-02,-3.427001536e-01,3.460310027e-02,3.188694119e-01,1.696107835e-01,1.263639480e-01,-4.359080456e-03,2.268802077e-01,3.713190183e-02,-8.340027928e-02,1.504485607e-01,-2.556714416e-01,-6.433767825e-02,-2.650938630e-01,5.149980187e-01,-3.345888853e-01,-9.226087481e-02,2.501403987e-01,-4.773017392e-02,4.218633473e-02,-1.979413480e-01,-3.525437415e-01,-4.259679466e-03,-2.605623305e-01,-5.070534348e-02,-1.235202253e-01,6.530956179e-02,1.737656742e-01,-3.779384792e-01,1.507256478e-01,-6.223849058e-01,-1.628795862e-01,1.798830777e-01,-5.302342027e-02,-3.393413499e-02,-4.464667439e-01,-6.634869426e-02,1.695772111e-01,-4.066274036e-03,-3.953408897e-01,-2.609341145e-01,-2.231199592e-01,-2.221111804e-01,8.316581696e-02,-1.847369596e-02,2.235448174e-02,-1.847088337e-01,-1.494853050e-01,-1.879430860e-01,-7.042274345e-03,-1.092874408e-01,-1.192081347e-01,6.550348550e-02,1.398610920e-01,6.868091878e-03,2.492109835e-01,1.014851965e-02,7.604438066e-02,-6.110251695e-02,8.295810968e-02,3.429600596e-01,2.785990573e-02,3.587982655e-01,2.228759229e-01,-8.418996632e-02,-9.548011236e-03,8.332891017e-02,2.961417735e-01,9.191025048e-02,8.371993154e-02,-4.024754744e-03,4.151798785e-01,2.297033519e-01,3.116323240e-02,1.292889416e-01,-2.989026308e-01,-1.840115190e-01,-3.510602415e-01,-3.037748337e-01,-2.680518925e-01,1.030652151e-01,-4.002803564e-01,-2.872147262e-01,-2.394084632e-01,-2.143001556e-01,-3.375828266e-01,-2.640860621e-03,-2.330455035e-01,-3.054897785e-01,-2.490470111e-01,-3.314732909e-01,2.212711275e-01,-4.844399691e-01,1.093719304e-01,-5.617113411e-02,-2.948355973e-01,1.768032908e-01,6.003127620e-02,1.191392541e-01,-6.107426882e-01,1.736498787e-03,2.910346091e-01,-1.383552793e-03,-4.346792996e-01,-2.555101812e-01,2.144351304e-01,-6.654659659e-02,5.618881434e-02,4.073164985e-02,1.936508119e-01,-2.822344899e-01,6.529582292e-02,-3.733267188e-01,1.971471012e-01,-7.144232094e-02,3.494536877e-01,9.175989777e-02,4.610636458e-02,1.767288311e-03,7.283139229e-02,6.696098298e-02,-3.503453732e-01,2.015588433e-01,9.424845874e-02,7.026968990e-03,9.207247943e-02,9.985017776e-02,1.917667687e-01,-3.565729856e-01,-1.444287896e-01,-2.139372677e-01,1.318803281e-01,6.336689740e-02,1.435900927e-01,-6.669659633e-03,3.373292387e-01,2.702980638e-01,2.069097012e-01,2.361635864e-01,-2.918655872e-01,8.050809801e-02,-1.872282475e-01,-2.995481528e-02,-1.916314960e-01,2.337229550e-01,-5.011203289e-01,2.678398043e-02,-7.008556724e-01,-1.782043129e-01,-3.455143273e-01,5.452460609e-03,-2.761483490e-01,-4.841947854e-01,-6.999704838e-01,-8.201304823e-02,1.780670434e-01,-5.002261996e-01,9.867836721e-03,-2.484190464e-01,-1.831140220e-01,2.314210683e-01,5.394060612e-01,2.973913252e-01,-2.386384010e-01,-1.695357449e-02,1.967952698e-01,-7.021373021e-04,-3.113391995e-01,-1.201266870e-01,4.540336728e-01,-3.153373599e-01,8.081781119e-02,1.274003088e-01,6.501048803e-02,-1.047232896e-01,-9.170781076e-02,-2.858355045e-01,-4.664934799e-02,-2.666141987e-01,6.026745439e-01,1.027903557e-01,8.853770047e-02,-4.501318559e-03,7.042834163e-02,6.983140856e-02,-3.147611022e-01,9.389873594e-02,1.265299469e-01,-4.418217838e-01,2.313853055e-01,2.134476155e-01,1.411102861e-01,3.522416204e-02,-3.026099503e-01,-1.954305768e-01,-3.560909629e-01,1.211632267e-01,2.289096266e-01,-4.676602781e-03,1.381994635e-01,2.452417314e-01,3.822675347e-01,2.943703830e-01,-2.855170667e-01,-2.008535564e-01,-3.201553226e-01,-3.136133850e-01,-4.321527481e-02,1.880339086e-01,-2.467802614e-01,5.282720551e-02,1.559246704e-02,-2.039881498e-01,-3.109154403e-01,4.113821313e-03,-3.719310760e-01,-3.187301457e-01,-5.577493906e-01,-1.620028317e-01,1.596940458e-01,6.219330430e-01,-1.315761805e-01,-1.171253547e-01,-2.473806888e-01,1.770530045e-01,4.850337803e-01,1.488928646e-01,-4.507274330e-01,-1.653030142e-02,2.740336955e-01,-3.528727451e-03,-1.591393650e-01,-4.334731102e-01,-2.647791505e-01,-3.003897667e-01,6.077074632e-02,-2.640108764e-01,2.000814080e-01,-6.621540338e-02,-1.253544390e-01,-5.773539543e-01,-8.878429234e-02,-1.623583734e-01,5.865483284e-01,7.031720877e-02,-1.088797525e-01,-1.886936487e-03,2.129364312e-01,2.427418828e-01,8.640178293e-02,1.005664915e-01,4.699113965e-02,5.116720200e-01,3.070766330e-01,9.157305211e-02,1.246119514e-01,-1.106886491e-01,-2.769551575e-01,-1.431709528e-01,-2.270454466e-01,1.138531044e-01,-3.587785736e-02,-2.700437792e-03,5.307855606e-01,2.431605309e-01,-5.463928580e-01,6.430324912e-01,-2.780694962e-01,-1.910552233e-01,-2.519469559e-01,-5.978358164e-02,-1.806265488e-02,7.516247034e-02,2.001712769e-01,-1.967270523e-01,4.934746921e-01,-1.785252988e-01,-3.433669508e-01,-3.925495781e-03,-1.575985253e-01,-2.541132271e-01,1.074930191e+00,-3.273136914e-01,2.043395489e-01,-5.785403252e-01,-2.269352525e-01,-2.160596400e-01,-1.974208802e-01,1.250734776e-01,1.748240143e-01,4.506478608e-01,-4.161893427e-01,-9.864345193e-02,4.153699577e-01,-2.839292865e-03,-3.028330207e-01,-4.967765808e-01,-2.924924195e-01,-1.194787845e-01,8.819226921e-02,-2.716780454e-02,1.515347809e-01,-9.918009490e-02,-1.837688982e-01,-2.668192685e-01,-2.506205440e-01,-2.673314810e-01,-5.475509167e-02,1.344871968e-01,4.724491388e-02,3.180142026e-03,-2.501566410e-01,2.436087579e-01,-5.898757577e-01,-2.637073100e-01,4.282101989e-02,-3.856630325e-01,2.531248331e-01,-6.276454777e-02,1.066902876e-01,1.121696159e-01,2.164245099e-01,-1.616313905e-01,3.772370815e-01,1.135630459e-01,1.650593728e-01,-4.051528871e-03,1.086900290e-02,1.265735626e-01,-5.927278399e-01,1.866512299e-01,-2.190154791e-01,1.045740724e+00,-2.105826586e-01,1.525271535e-01,-7.418020070e-02,-3.888776153e-02,6.513692439e-02,-5.585155636e-02,6.193573475e-01,-2.387869656e-01,-3.963223100e-01,-3.515863558e-03,-2.053520083e-01,2.944222838e-02,1.294324756e+00,-5.267090797e-01,1.706854552e-01,-6.298404336e-01,-1.525190175e-01,-2.389163524e-01,-2.290879339e-01,2.439667135e-01,9.922889620e-02,3.789243996e-01,-6.174661517e-01,-1.365508437e-01,2.940503061e-01,1.071711769e-03,1.082585566e-02,-6.344324946e-01,-5.884642005e-01,2.061075717e-01,6.704576313e-02,-3.156629205e-01,8.947347850e-02,-1.341416687e-01,-7.822863758e-02,-4.941829741e-01,-5.337525010e-01,-3.177772164e-01,-5.840548873e-01,2.327557951e-01,2.070607990e-02,3.215867328e-04,3.818205791e-03,2.139851004e-01,-4.667339027e-01,6.650048494e-02,1.419512555e-02,3.535826504e-01,3.971408606e-01,-6.274723262e-02,9.797554463e-02,-2.746734917e-01,3.551933542e-02,-3.408594131e-01,5.206633359e-02,2.666985989e-01,3.867133707e-02,-7.044464815e-03,1.581476033e-01,-4.592578411e-01,8.603757024e-01,4.560625255e-01,-1.165535375e-01,9.865017533e-01,-2.045173943e-01,1.434081048e-01,-1.138389930e-01,-4.936946929e-02,-4.056899548e-01,4.418778419e-01,1.603935212e-01,-4.910975322e-02,-1.689751744e-01,7.152570179e-04,-2.050671875e-01,7.364956737e-01,-7.491852641e-01,-3.500467241e-01,1.965892762e-01,-8.411543965e-01,7.634023577e-02,-1.971562654e-01,-1.723648310e-01,1.774736047e-01,1.264552027e-01,4.072750509e-01,-3.528704643e-01,-1.796758920e-01,2.452163100e-01,4.231558181e-03,-1.667222232e-01,-2.055340558e-01,-1.406217366e-01,1.413628086e-02,-3.300807253e-02,-7.839248776e-01,-2.890557647e-01,-1.662760824e-01,-8.638963103e-02,-3.045527264e-02,9.116289020e-02,-6.646285653e-01,-6.444165111e-02,-6.718564034e-02,-3.137378022e-02,-4.334066994e-03,3.385275602e-02,-3.358215988e-01,-3.243751526e-01,-1.876101047e-01,-1.241080165e-01,-1.862851381e-01,7.479847223e-02,-1.142907813e-01,-3.407761082e-02,-1.109244823e-01,-4.281065762e-01,1.747916788e-01,5.136364698e-01,8.080196381e-02,-1.526156813e-01,2.739237621e-03,1.801842153e-01,-3.968845606e-01,3.586538732e-01,-1.356434971e-01,-1.966248900e-01,5.345135331e-01,-4.556670785e-01,1.523727477e-01,-6.862826645e-02,-4.510802776e-02,9.276457876e-02,1.426165253e-01,-7.642112970e-01,-4.425972700e-01,-1.379953325e-01,-4.880201072e-03,-1.489115655e-01,1.137260318e+00,-4.890987575e-01,-1.468412727e-01,3.067858815e-01,-4.880582690e-01,5.187538266e-01,-3.496569023e-02,-1.697261930e-01,1.676174253e-01,3.080025017e-01,9.906740487e-02,-1.434618533e-01,3.596749902e-01,2.920234799e-01,-1.773861237e-03,-1.884249300e-01,-5.584339499e-01,-2.152298111e-03,1.878784597e-01,7.538342476e-02,-1.453831941e-01,-1.581851691e-01,-2.866669893e-01,-2.044356661e-03,-1.887026578e-01,-1.252433658e-01,-5.728953481e-01,1.895232201e-01,-2.710465714e-02,8.225331455e-02,-2.228810918e-03,-2.251647040e-02,-4.463081360e-01,-2.214251459e-01,2.742500789e-02 +thresholds = 2.453702092e-01,-1.140319705e+00,-8.080817014e-02,-1.133344769e+00,-1.098491788e+00,-7.086851001e-01,-6.111584306e-01,-6.252952814e-01,-8.187159896e-01,-1.162108630e-01,3.340006173e-01,-2.479265071e-02,-7.191348672e-01,-1.057513118e+00,-1.415415645e+00,-2.694178224e-01 +weights1 = 1.100621969e-01,-1.346773058e-01,-2.647144496e-01,1.254688054e-01,4.608520307e-03,5.727399141e-02,8.982925117e-02,-8.873828501e-02,-1.001405995e-02,4.426732287e-02,-7.537927479e-02,-1.457822025e-01,-5.779769272e-02,3.725229204e-02,2.792755701e-02,-5.227561295e-02,-1.245649904e-01,6.363812089e-02,8.146730252e-03,-6.579314172e-02,-5.686290935e-02,-2.809276879e-01,1.243158057e-01,-1.530440897e-01,7.783631235e-02,-7.438611984e-02,-3.087169118e-02,7.413747162e-02,-6.722648442e-02,1.455848068e-01,4.247970134e-02,-1.405204553e-02,1.460615546e-01,-1.431700289e-01,-1.363139451e-01,1.748443246e-01,3.698975593e-02,-3.185620904e-01,1.714646220e-01,-2.804329395e-01,-1.436260343e-01,7.628867775e-02,1.634925976e-02,-1.533713937e-01,-2.183142006e-01,-2.441244274e-01,2.631136477e-01,-5.319515988e-02,-1.786660254e-01,1.679053456e-01,-3.636188209e-01,-3.685367703e-01,5.035931244e-02,-1.069871038e-01,9.254133701e-02,-1.389045864e-01,2.114853412e-01,-2.885682881e-01,-4.795142915e-03,2.131450474e-01,-3.562501967e-01,1.400524378e-01,1.807220727e-01,-5.748345517e-03,-9.555634856e-02,2.460762113e-01,1.291756630e-01,-1.682676375e-01,1.528438833e-02,2.078098953e-01,-9.586180747e-02,2.236890197e-01,1.002190560e-01,-8.950815350e-02,-1.983110234e-02,7.524298877e-02,2.193318009e-01,1.784112751e-01,-1.303246915e-01,-9.367913939e-03,2.742892504e-01,-1.059261486e-01,1.994241774e-01,2.442326546e-01,6.011057273e-02,1.716474891e-01,-1.287333369e-01,1.888406724e-01,-1.378817856e-01,2.081120461e-01,-1.463797991e-03,-1.803204864e-01,1.118387803e-01,-1.032511666e-01,-9.909552336e-02,-1.553339232e-02,-1.689777942e-03,1.648912281e-01,1.976466924e-01,-2.753860876e-02,3.265612572e-02,1.473931819e-01,-6.234294176e-02,1.534345001e-01,1.464873999e-01,-2.626983449e-03,3.162036091e-02,9.155377746e-02,1.264430434e-01,1.731678098e-01,-3.148761019e-02,1.837461442e-02,2.558679879e-01,-1.170001626e-01,1.291274875e-01,1.551037431e-01,-4.105074704e-02,2.297364771e-01,-1.024863496e-01,2.155826986e-01,-7.158496976e-02,1.120407507e-01,-1.936800661e-03,-5.297649279e-02,1.335541010e-01,-2.260954864e-02,-9.628500789e-02,2.558466420e-02,3.956860304e-02,-8.995320648e-02,-2.131674290e-01,4.646160454e-02,-4.620937258e-02,-7.626368850e-02,-1.097454876e-02,-7.180928439e-02,-1.396984160e-01,1.789817028e-02,-4.619952291e-02,-1.431291401e-01,-1.085419208e-01,-9.110009670e-02,1.938282629e-03,-3.158832202e-03,-2.120493054e-01,3.978628665e-02,-5.212780554e-03,-7.715050131e-02,-1.647042297e-02,-2.726850212e-01,7.371775806e-02,-3.654645085e-01,2.752912417e-02,-1.426911801e-01,1.652925834e-02,5.195492133e-02,-1.547844857e-01,4.461093992e-02,2.192281652e-03,2.371334285e-02,1.160078403e-02,-1.821174026e-01,-1.522993147e-01,5.511500314e-02,-5.440113693e-02,-2.741122842e-01,4.657640308e-02,-2.808919549e-01,-1.944110692e-01,-4.072245955e-02,6.139271893e-03,-1.923668981e-01,-1.977607161e-01,-2.469116002e-01,1.280826628e-01,-2.149036154e-02,-1.579105705e-01,9.213297069e-02,-3.469327986e-01,-3.493345678e-01,-1.176498644e-02,-9.182246774e-02,-2.488200925e-02,-1.315986663e-01,7.454273105e-02,-2.646384239e-01,-1.429040264e-02,8.808140457e-02,-2.814629674e-01,7.360801101e-02,5.596871674e-02,1.725270972e-02,-1.260392964e-01,2.472088784e-01,4.503208771e-02,-4.066883400e-02,8.179740049e-03,1.294693202e-01,-1.052663624e-01,1.903381199e-01,2.120421678e-01,-6.682887673e-02,1.279582456e-02,2.885488607e-02,1.303733736e-01,5.401076376e-02,-8.593888581e-02,-2.590615675e-02,2.537777126e-01,-1.277678907e-01,1.377597004e-01,9.964107722e-02,2.200985327e-02,4.813896716e-01,-1.224218681e-01,4.026734233e-01,-1.250445247e-01,1.097950116e-01,-3.190366924e-02,-7.311985642e-02,8.686503768e-02,-1.053514406e-01,-1.275910437e-01,6.595520768e-03,3.672194853e-02,7.593679242e-03,2.608467266e-02,1.341614500e-02,-1.991570927e-02,-8.577934932e-04,-4.146000743e-02,3.192670643e-02,9.740387648e-02,9.536602534e-03,7.590278983e-03,-7.553605735e-02,-1.336681657e-02,7.341984659e-02,-1.305475365e-02,-2.306215093e-02,-1.206798665e-02,4.276654124e-02,-2.000243403e-02,9.704599530e-02,1.741257124e-02,2.857646160e-02,-1.565474086e-02,6.210802868e-02,-1.591878198e-02,-1.017785631e-03,3.285929561e-02,-6.971736904e-03,-7.094897795e-03,-2.051763982e-02,2.348519489e-02,-8.718236350e-03,-1.480971724e-01,2.181742638e-01,4.505662993e-02,-1.377343684e-01,-4.161335062e-03,1.897854805e-01,-1.803798825e-01,2.810585201e-01,3.220186532e-01,-6.987926364e-02,8.905762807e-03,7.953444868e-02,2.052849531e-01,3.300190568e-01,-9.922654182e-02,1.508279052e-02,1.563205123e-01,-8.747741580e-02,2.107706666e-01,2.236875594e-01,3.294946626e-02,2.867740989e-01,-1.242684200e-01,1.708764881e-01,-9.871939570e-02,2.679557204e-01,-7.837779121e-04,-9.735161066e-02,1.267057955e-01,-1.582783312e-01,-1.594715863e-01,-3.411661834e-02,3.189928457e-02,4.749455675e-02,2.110279538e-02,-2.132074907e-02,2.665895410e-02,6.893142313e-02,-2.214219794e-02,7.742178440e-02,8.091612160e-02,4.745921865e-02,4.670472816e-02,9.336088784e-03,5.375736579e-02,6.510462612e-02,5.682563409e-02,-1.781077869e-02,2.384657785e-02,2.887859568e-02,8.863429725e-02,8.696825802e-02,1.534267608e-02,4.671879485e-02,-6.655256450e-02,6.163277850e-02,-3.015352599e-02,6.124897674e-02,-2.298644977e-03,-9.198389016e-03,7.750371099e-02,1.038971171e-02,-7.336290181e-02,-2.652560920e-02,-5.374827236e-02,1.770751327e-01,2.675628290e-02,-1.077679321e-01,-1.752261631e-02,1.075057685e-01,-3.793639690e-02,1.450374722e-01,1.731000245e-01,5.706950650e-02,-8.959857374e-02,8.361690491e-02,2.180302292e-01,1.472955495e-01,-1.138388664e-01,4.565645650e-04,2.612626553e-01,-1.083537862e-01,1.669162214e-01,1.790778786e-01,-2.081431262e-02,3.440150023e-01,-9.697853029e-02,1.201318130e-01,-1.167118028e-01,1.869638413e-01,-2.299439162e-02,-4.470496997e-02,2.092948705e-01,-8.081662655e-02,-9.364747256e-02,-3.601675853e-02,-2.769387700e-02,2.405954152e-02,-3.032860346e-02,-5.154566094e-02,-2.599892952e-02,3.072831035e-02,-5.198048428e-03,-6.051967852e-03,3.864815831e-02,-2.747430094e-02,-1.201438252e-02,1.753332093e-02,5.562369153e-02,5.794556439e-02,-3.078895435e-02,3.531878581e-03,-1.320166234e-02,-2.673505805e-03,2.365235239e-02,4.677699134e-02,-2.354083024e-02,6.283413619e-02,-2.092729509e-02,3.236538172e-02,3.011010587e-02,2.363170870e-02,4.604437202e-02,9.809666313e-03,7.880477607e-02,1.982202381e-02,1.329620555e-02,-1.354456879e-02,-1.096000243e-02,1.615324914e-01,3.684697673e-02,-5.646090955e-02,1.175174490e-03,1.104439571e-01,-4.980507120e-02,1.257843077e-01,3.099071980e-01,2.600378543e-02,5.875140894e-03,-1.581531018e-02,1.437475532e-01,1.953155249e-01,-6.169800460e-02,-2.787381224e-02,2.049834132e-01,-2.398919687e-02,1.722288430e-01,8.671797812e-02,1.812727936e-02,2.656140327e-01,1.160023501e-03,1.980500072e-01,-3.072527982e-02,1.086202934e-01,-2.513341419e-02,-5.251214281e-02,1.542299241e-01,-5.037759244e-02,-3.576918319e-02,1.884466596e-02,-2.696647542e-03,1.084031886e-03,-2.451483160e-02,-4.524155706e-02,5.672935513e-04,4.726152867e-02,-2.250574529e-02,-1.375135151e-03,6.450394541e-02,-2.774201147e-02,-4.443395138e-02,1.967079239e-03,4.408596456e-02,2.819386125e-02,-3.167210380e-03,3.213852271e-02,7.322806120e-02,7.547056675e-02,1.374578942e-02,2.445422858e-02,-4.637961835e-02,7.290921360e-02,-7.088860963e-03,8.285271935e-03,1.987821609e-02,7.881432027e-02,6.756655872e-03,-2.922941744e-02,-2.156901360e-02,-3.684164956e-02,3.157499060e-02,-4.436028749e-02,-7.859792560e-02,1.546842307e-01,-3.429777175e-02,-3.054115362e-02,-5.815642700e-02,1.807239801e-01,-5.664588511e-02,1.903558373e-01,1.753463298e-01,-7.479064912e-02,-3.205785528e-02,3.315854818e-02,1.650582552e-01,2.119188011e-01,-3.773221746e-02,1.969303004e-02,2.430149466e-01,-4.058854282e-02,2.214542776e-01,1.644248813e-01,-1.400477812e-02,2.385476232e-01,-9.855743498e-03,1.803875268e-01,-2.065002173e-02,1.754590422e-01,1.403378416e-02,-2.552225068e-02,2.549545467e-01,-5.873698369e-02,-4.270364344e-02,-1.378033403e-02,-2.481237520e-03,-2.919469401e-02,-2.655691095e-02,-2.292006835e-02,-4.414606467e-02,2.984089591e-02,2.608340583e-04,1.239635050e-02,1.302541606e-02,-1.095946878e-02,-2.207538672e-02,3.716273978e-02,-3.933232743e-03,-7.698968053e-02,1.849524677e-02,-2.460613148e-03,-5.046539009e-02,2.766976506e-02,-4.530858621e-02,-2.544409223e-02,-3.439179063e-02,-4.595356435e-02,1.781520434e-02,5.833993666e-03,1.658277214e-02,1.879360341e-02,-3.562296182e-02,-8.986604214e-02,-4.410272837e-02,-1.148702297e-02,1.328504179e-02,-2.103766985e-02,-8.933422714e-02,3.073554039e-01,6.655254215e-02,-2.595885890e-03,-4.885565024e-03,9.232585132e-02,-6.679458916e-02,1.128433570e-01,2.818620801e-01,-1.270635873e-01,5.637025461e-03,-7.003909443e-03,2.000016123e-01,2.477259636e-01,2.451950870e-02,1.440059673e-02,2.037572116e-01,-5.433051288e-02,8.826363832e-02,8.240968734e-02,1.476511080e-02,2.900036871e-01,-2.100722641e-01,3.011699021e-01,-5.244417861e-02,1.449265033e-01,7.697577588e-03,2.104162984e-02,2.311939448e-01,-1.000802144e-01,-5.156571791e-02,-3.075621091e-03,-5.863636360e-02,1.236736774e-01,1.075324938e-01,1.771807671e-02,4.781082273e-03,1.136868596e-01,-9.419878013e-03,5.341328681e-02,7.355955988e-02,3.850563243e-02,-3.535705805e-02,5.308080092e-02,8.913563937e-02,1.170400232e-01,-2.554104663e-02,-2.247180603e-02,1.397564560e-01,-8.727909066e-03,9.253423661e-02,1.232326925e-01,-3.936792538e-02,2.205860615e-01,-5.371956900e-02,1.922333091e-01,9.157253429e-03,1.062159091e-01,1.966009662e-02,-3.959836811e-02,3.745850921e-02,-8.239000104e-03,-1.938848384e-02,1.927583106e-02,8.654257655e-02,-1.058214083e-01,-2.136858702e-01,8.804471046e-02,-5.088923499e-03,2.343757264e-02,8.902421594e-02,-9.759981185e-02,-6.098366529e-02,7.179324329e-02,-1.428166172e-03,-1.932849139e-01,-1.069161072e-01,-6.155776605e-02,1.166877896e-01,-5.957341753e-03,-1.346435100e-01,5.988994986e-02,1.237430493e-03,3.052837960e-02,2.224852704e-02,-2.232979536e-01,-1.738939062e-02,-2.659526169e-01,1.189963147e-01,-4.859140888e-02,2.039311640e-02,7.666546106e-02,-7.380332053e-02,1.116780043e-01,5.550968274e-02,-1.979291812e-02,1.845132932e-02,-1.822539419e-01,-1.169725582e-01,5.584530160e-02,4.955364019e-02,-2.160791159e-01,-6.005799398e-02,-2.024509758e-01,-1.857153177e-01,1.809914969e-02,-2.216083463e-03,-1.186345965e-01,-1.555743814e-01,-2.241087109e-01,1.121476144e-01,4.073147103e-02,-1.369102597e-01,-9.560438804e-03,-2.275896966e-01,-3.215242922e-01,-4.115080461e-03,-1.538403034e-01,-9.184744954e-02,-1.638103873e-01,1.511884946e-02,-1.782476157e-01,9.471924976e-03,3.767306730e-02,-2.480015457e-01,3.074368276e-02,1.214097068e-02,1.313909888e-02,-1.241338328e-01,-1.468352824e-01,-3.097290099e-01,-8.336691558e-02,-5.250934977e-03,1.340696514e-01,-9.440115094e-02,7.046930492e-03,-1.027944386e-01,3.921787813e-02,-9.997426532e-03,-1.789320856e-01,-2.997052670e-02,-1.932157204e-02,-1.137411445e-01,-2.594958059e-02,-1.926351786e-01,-7.801076025e-02,9.012044221e-02,5.383438244e-02,-8.256708272e-03,-4.608934224e-01,-4.318793491e-02,-3.469890952e-01,-9.721556306e-02,8.055360615e-02,-1.871552132e-02,-1.532311887e-01,-1.464084256e-02,-7.106770575e-02,-6.062053889e-02,6.656560116e-03,2.279816270e-01,-2.354245335e-01,-1.772236377e-01,2.202437371e-01,5.389790516e-03,-4.410655797e-01,2.016718984e-01,-3.125585318e-01,-2.192187309e-01,3.089865856e-02,-1.459409576e-02,-1.621857882e-01,-2.848235071e-01,-2.782256901e-01,3.107700050e-01,-2.407516912e-02,-1.869623065e-01,1.897728592e-01,-4.025724828e-01,-4.531480372e-01,-4.187730327e-02,-6.187101081e-02,7.669871300e-02,-1.888396740e-01,2.202775925e-01,-3.909955919e-01,4.031123593e-02,2.382424027e-01,-3.707558513e-01,1.814715713e-01,2.268511355e-01,-1.698113629e-03,-3.123597614e-02,-1.610939973e-03,3.671189025e-02,3.315539658e-02,-1.347398665e-02,9.898373391e-04,4.398013651e-02,7.647381863e-04,3.173493966e-02,1.495363889e-03,-2.827539109e-02,-7.449486293e-03,-5.594978854e-02,5.727919191e-02,1.154200267e-02,-7.037092000e-03,4.814651329e-03,-3.000666574e-02,-8.302657865e-03,2.039106376e-02,-7.618030068e-03,-3.087176755e-02,1.697974838e-02,-4.239602014e-03,3.225673735e-02,4.826781154e-02,2.190283872e-02,3.405055776e-02,-1.657504775e-02,6.067955866e-03,-3.404362872e-02,-7.165697403e-03,-4.807430319e-03,1.330323610e-02,-2.670154721e-02,4.618897568e-03,-7.408025116e-02,7.758929580e-02,-1.963475533e-02,2.257766761e-02,1.103840768e-02,-3.360380605e-02,1.904756390e-02,-1.373701612e-03,-4.014135897e-02,-1.687810756e-02,-2.942110412e-02,3.595377877e-02,4.488491267e-02,-3.182329983e-02,-3.512438759e-02,4.927435517e-02,-5.144481082e-03,-8.944926411e-02,8.230887353e-03,4.642420448e-03,7.200550288e-02,3.449511901e-02,-3.187181056e-02,1.591378823e-02,-3.038638830e-02,4.222324863e-02,5.392285064e-02,4.472313449e-02,3.420323366e-03,-2.708374560e-01,-1.992518082e-02,7.238373905e-02,-1.396564487e-02,-2.083128840e-01,1.968655176e-02,-1.987307966e-01,-2.983680665e-01,-5.996013526e-03,1.568879373e-02,-4.736864194e-02,-2.582184374e-01,-3.533335626e-01,2.485674433e-02,-2.174800821e-02,-2.968330085e-01,-9.594532102e-02,-2.153161913e-01,-2.282816768e-01,3.760631010e-02,-2.641802430e-01,-1.449179947e-01,-2.352641374e-01,-1.098109595e-02,-2.752849460e-01,-3.569599986e-02,-3.792845458e-02,-1.745842397e-01,-1.775644720e-02,-1.622829586e-02,-1.152780280e-02,1.285178587e-02,-1.565902494e-02,-5.125132389e-03,-2.642842010e-02,2.026344463e-02,-1.399880089e-02,1.287794206e-02,-7.078028750e-03,2.993518859e-02,4.367308691e-02,1.791770384e-02,-6.666838191e-03,-3.445905447e-02,-3.148443997e-02,1.530404203e-02,1.182970218e-02,-9.729283862e-03,-7.002763450e-02,-2.545678429e-02,-3.322877688e-03,1.787196845e-02,3.455787199e-03,1.958087832e-02,2.172173373e-02,-5.373640452e-03,-2.780978335e-03,1.050070487e-02,5.488646030e-02,-3.776562214e-02,1.076889317e-02,-7.003033999e-03,-2.237567492e-02,-9.579403698e-02,1.886652559e-01,6.283436716e-02,-4.013334587e-02,-3.230146691e-02,1.557275504e-01,-7.847648859e-02,1.516408473e-01,1.462658346e-01,-8.422014862e-02,-4.451048747e-02,7.982812822e-02,2.337052077e-01,1.962207407e-01,-5.624504387e-02,-3.206172027e-03,2.990139425e-01,-1.036375090e-01,1.740491986e-01,7.973589003e-02,-5.254856776e-03,2.905718088e-01,-1.789340973e-01,3.754407167e-01,-6.025706604e-02,1.534639746e-01,-2.846799605e-02,-2.840577811e-02,1.724505723e-01,-3.923745826e-02,-1.052774563e-01,-1.884304732e-02,-3.921044990e-02,1.277490854e-01,9.621907026e-02,-1.292600483e-02,-6.426192820e-02,1.210474074e-01,6.917081773e-02,1.523724794e-01,1.656276435e-01,1.644819602e-02,-2.521464229e-02,7.885821164e-02,9.926098585e-02,1.064818949e-01,-8.223020285e-02,2.070314810e-02,2.056333274e-01,-6.282370538e-02,1.094931141e-01,1.463055015e-01,2.865233459e-03,1.933829188e-01,-1.269544363e-01,1.717081219e-01,-8.825477213e-02,5.582623556e-02,1.146820281e-02,5.702717602e-02,9.774898738e-02,-3.148898482e-02,-4.664831236e-02,-2.838752232e-02,-4.048365355e-02,3.909819722e-01,1.856809109e-01,-3.038051166e-02,5.233551841e-03,1.627399772e-01,-1.385459304e-02,2.402438968e-01,3.420173228e-01,-8.201967925e-03,-3.733780235e-02,1.677829213e-02,6.627832353e-02,2.043619007e-01,6.632775813e-02,1.206131838e-02,4.268224835e-01,-1.365747023e-02,1.931376308e-01,1.864156276e-01,-4.940657690e-02,4.995504916e-01,-8.095478266e-02,4.412138164e-01,4.017617926e-02,1.724077314e-01,1.246401574e-02,5.189408362e-02,1.546790302e-01,-6.772398949e-02,-7.562319189e-02,-1.829370041e-03,-3.655280173e-02,8.282227814e-02,8.584295213e-02,-1.095216256e-03,-3.893971443e-02,9.187182039e-02,1.084949262e-02,8.073656261e-02,4.536210001e-02,1.338875853e-02,1.788672060e-02,6.302442402e-02,4.455674440e-02,6.730961055e-02,-4.309297353e-02,-2.414072305e-02,1.813778877e-01,1.001428813e-02,1.359606534e-01,1.270792484e-01,4.737457784e-04,2.075718641e-01,-3.449034691e-02,1.694367230e-01,4.731961992e-03,5.763781071e-02,-2.867684700e-02,3.558883071e-02,5.492487177e-02,-2.327394299e-02,-3.232083097e-02,3.889241256e-03,-2.346400730e-02,-2.582333386e-01,-1.694556475e-01,-3.037224757e-03,5.226033740e-03,-5.062589794e-02,-3.646274656e-02,-1.823739260e-01,-1.750551015e-01,-2.955752984e-02,1.757038943e-02,-1.065373644e-01,-1.518823057e-01,-1.614885628e-01,-2.352171950e-02,-1.759675913e-03,-2.014509588e-01,2.160072327e-02,-1.005203798e-01,-9.183239937e-02,-3.594748676e-02,-3.871544302e-01,-9.974317998e-02,-3.805301487e-01,-2.310257219e-02,-8.099505305e-02,1.194668747e-02,-6.827584654e-02,-2.030569501e-02,1.900729723e-02,1.766714640e-02,-1.015331782e-02,-6.854838133e-02,-4.849131033e-02,-7.995823771e-02,-3.507513925e-02,1.205599308e-02,-4.401548207e-02,-3.464423120e-02,-4.795430973e-02,-1.536540035e-02,1.667820849e-02,3.343244269e-02,-3.403234109e-02,-5.822236836e-02,-5.066015571e-02,-1.358726434e-02,-3.301054612e-02,-2.885435894e-02,-4.383030906e-02,-9.338979423e-02,-4.216088355e-02,-5.718674511e-02,3.733752295e-02,-8.777417988e-02,-1.966220513e-02,-2.622651123e-02,-9.927995503e-02,9.815914556e-03,-2.289877273e-02,-8.139961958e-02,-1.956851594e-02,-4.405105487e-02,-2.004777081e-02 +biases1 = 1.163939983e-01,-3.157697320e-01,-2.851011753e-01,4.242699221e-02,-1.695742924e-07,4.969546199e-02,9.481238574e-02,-6.193208694e-02,-2.821162045e-01,1.403785683e-02,0.000000000e+00,-1.018268764e-01,-5.273813754e-02,-1.905643940e-01,5.055237189e-02,2.544574551e-09,-4.882713556e-01,1.109114885e-01,1.248489018e-03,2.837972250e-03,7.737014908e-03,-8.593065143e-01,3.263731599e-01,-6.371061802e-01,7.008255273e-02,-4.217113927e-02,1.397031883e-04,8.010695130e-02,-2.741041407e-02,1.064884141e-01,1.220420301e-01,9.671181942e-06 +weights2 = -7.415983826e-02,1.727866083e-01,4.657116830e-01,-8.622695506e-02,2.055477122e-09,1.287460029e-01,-6.856958568e-02,1.109455824e-01,5.213987082e-02,-5.997901410e-02,-7.870082364e-10,2.485660911e-01,1.138835773e-01,1.580940634e-01,-7.259963453e-02,3.365970280e-10,2.051897645e-01,-6.756838411e-02,1.757111698e-01,1.413078904e-01,-2.472676523e-02,4.757840633e-01,-5.996700749e-02,3.753379583e-01,-7.591694593e-02,1.712782979e-01,-7.351187523e-04,-6.964853406e-02,5.885652825e-02,-8.571144938e-02,-6.498025358e-02,-1.091245167e-06 +biases2 = -4.334522039e-02 diff --git a/params/D00110.001.txt b/params/D00110.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..acab1afe62d1480fee70d37657e813e1e771a471 --- /dev/null +++ b/params/D00110.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 7.977280766e-02,2.858259948e-03,-1.342916191e-01,4.695569724e-02,1.725369543e-01,2.704102173e-02,-7.900982746e-04,1.538265347e-01,4.853344709e-02,1.539642215e-01,-1.366075035e-02,2.079965547e-02,6.028408557e-02,2.890321799e-02,-6.265868992e-02,-2.261233330e-02,-1.892914250e-02,3.491418902e-03,1.461182088e-01,-2.862640843e-02,-1.557500660e-01,-3.419817239e-02,3.044595011e-03,-1.281380951e-01,-9.367354959e-02,-7.723245770e-02,-5.480548739e-02,-5.162016954e-03,1.682164962e-03,-2.354040742e-02,-4.862581939e-02,-1.769609191e-02,-5.225121602e-02,-3.449662402e-02,5.212525278e-02,-1.144727543e-01,-6.546533108e-02,-1.273005903e-01,-7.357465074e-05,-6.397171319e-02,-1.789371856e-02,-6.682711095e-02,1.588464379e-01,-3.280862235e-03,-9.292972088e-02,-3.645305755e-03,1.267814040e-01,1.235019043e-02,-8.725001663e-02,-4.018928111e-02,-2.636717260e-02,-5.778070167e-02,-4.986995459e-02,2.558533847e-02,-1.437479514e-03,-7.277337462e-02,-3.051895462e-02,-9.738815576e-02,-2.531621233e-02,-7.235565037e-02,-3.573659807e-02,-1.060631033e-02,1.215950120e-02,-8.593255281e-02,3.487645835e-02,2.618706226e-02,-2.748265862e-01,9.015075862e-03,-4.999027029e-02,1.259832829e-01,-2.120547462e-03,-1.997192800e-01,5.611781031e-02,-1.172500476e-01,-9.020046145e-02,1.533961743e-01,1.689456590e-02,-1.341370307e-02,-4.461308196e-02,6.951516122e-02,-4.769090097e-03,-2.594203316e-02,2.282513231e-01,-9.140621126e-02,1.497367322e-01,-8.752015233e-02,1.780407270e-03,1.436013877e-01,-2.104824409e-02,9.418661892e-02,-4.331639782e-02,-6.479348242e-02,1.040684618e-02,-6.046155002e-03,-6.956682354e-02,-4.408102855e-02,-8.064191043e-02,-1.877569593e-02,4.831046611e-02,5.798398331e-02,-6.845159829e-02,-7.247165591e-02,-2.058400241e-05,-4.473674297e-02,-7.245633006e-02,-7.109205425e-02,1.715642363e-01,-6.959170848e-02,-3.110594116e-02,2.100012265e-03,1.332994550e-01,-2.699068002e-02,-2.918084338e-02,-5.001328140e-02,3.588977084e-02,-1.308977902e-01,-1.304858774e-01,-7.416940480e-02,6.457578274e-04,-9.360754862e-03,-5.711256340e-02,6.453880575e-03,2.690695412e-02,-7.811021060e-02,-6.402399391e-02,8.163360879e-03,8.635262959e-03,-1.120315716e-01,-6.177142262e-02,5.179277807e-02,-2.121827900e-01,4.276620597e-02,1.512276530e-01,-9.382154047e-02,-1.850145636e-03,2.244081348e-01,-4.190501943e-02,2.574957907e-01,-6.085649133e-02,-2.643517219e-02,2.615912631e-02,3.433892503e-02,-4.261223227e-02,-1.753960853e-03,3.295474872e-02,1.148388907e-02,1.325149238e-01,-2.275179476e-01,-9.943743795e-02,1.623347253e-01,2.668217290e-03,-1.421666294e-01,3.689311817e-02,-1.817196161e-01,-9.373322129e-02,7.643789053e-02,-3.184466064e-02,-2.585957386e-02,-5.660375580e-02,-4.004435241e-02,1.210189052e-02,-7.493934035e-02,1.389420498e-02,8.349861205e-02,-6.710410863e-02,-1.203378513e-01,3.659150971e-04,-1.022578180e-01,-1.265135109e-01,-9.102226794e-02,1.878893971e-01,-6.068712845e-02,-4.219139367e-02,-1.320440602e-02,6.761410087e-02,-3.731942177e-02,-6.144928187e-02,-5.757037923e-02,1.036562100e-01,-5.298490450e-02,-8.402065933e-02,-5.735049769e-02,-5.135864485e-04,-9.023634344e-02,3.730603680e-02,-7.285462320e-02,3.219623119e-02,-4.912712798e-02,-2.019019611e-02,-4.317971878e-03,5.962255970e-02,-3.502369672e-02,1.479328424e-01,6.670920551e-02,-9.594752640e-02,4.231022894e-01,8.641038835e-02,1.785182506e-01,-3.848962369e-04,-5.089031160e-02,1.298968792e-01,-1.070944816e-01,-7.336011529e-02,6.878362596e-02,1.332970452e-03,-2.872005664e-02,2.989022993e-02,1.789386123e-01,-9.040249139e-02,-8.464449644e-02,8.512272686e-02,-2.427248657e-01,-7.651494443e-02,-1.852344275e-01,2.629720606e-03,-1.524505485e-02,-1.605345309e-01,1.030004472e-01,-7.954519242e-02,-3.744462971e-03,2.808837779e-02,5.750290304e-02,-9.727520496e-02,-1.797268093e-01,-1.108732373e-01,-4.354772344e-02,-2.610533126e-02,-1.653179079e-01,-6.151244417e-02,-6.292247027e-02,5.908483290e-04,-9.764921851e-03,-5.701952055e-02,-1.434108764e-01,1.472120434e-01,-9.239550680e-02,-1.420510858e-01,-1.913082041e-02,7.691726089e-02,-6.171509996e-02,-2.579153515e-02,-7.407545578e-03,7.428576797e-02,-1.702039838e-01,-4.767092317e-02,-3.861239552e-02,-1.610300969e-03,-3.553433344e-02,-6.117266137e-03,5.924657732e-02,7.013770193e-02,-3.184845671e-02,4.475818202e-02,-1.919860207e-02,1.752648875e-02,-5.064443126e-02,-1.466297060e-01,9.417794645e-02,-1.104686037e-01,-2.290984392e-01,-6.354719400e-02,-8.021029830e-02,-9.951528627e-04,6.970275939e-02,-9.886967391e-02,1.908299327e-01,-9.785605222e-02,9.598740190e-02,3.958930820e-02,4.920027778e-02,5.774060637e-02,-2.232888788e-01,-4.189826921e-02,-7.798454165e-02,9.578733891e-02,4.565570951e-01,1.636723727e-01,9.025534987e-02,1.416019659e-04,-4.256027937e-02,9.309048951e-02,-1.458353996e-01,-6.066352129e-02,-8.095902205e-02,-1.291883290e-01,-2.270511165e-02,-1.132511795e-01,3.151238263e-01,1.221755370e-01,-6.850241125e-02,7.632399350e-02,-3.358586431e-01,-9.491731226e-02,-6.866732240e-02,3.776047379e-04,-1.434185542e-02,-8.563580364e-02,-1.129340157e-01,1.699267924e-01,-8.332297951e-02,2.127947286e-02,-1.539401151e-02,4.217645526e-02,-1.368516833e-01,-1.198432222e-02,-1.645691134e-02,-2.298383974e-02,-4.621399567e-02,-1.044633389e-01,-4.931877553e-02,9.589884430e-04,-1.240217760e-01,-2.810699167e-03,-2.015542984e-02,5.262752622e-02,8.780797943e-03,5.538069527e-04,-2.001954801e-02,4.051961005e-02,-6.874108315e-02,2.679526508e-01,-1.297388673e-01,-8.196042478e-02,5.483023524e-01,1.710629463e-01,4.771395400e-02,6.671559822e-05,3.562713042e-02,1.768620908e-01,-8.334662765e-02,-7.590103149e-02,-4.886998981e-02,-8.917347342e-02,2.048553526e-02,1.781787537e-02,2.460637242e-01,-1.287347525e-01,2.378854156e-01,4.088634998e-02,-3.246065080e-01,-1.289343089e-01,-5.781716853e-02,1.657392364e-03,4.366213083e-02,-1.686248630e-01,7.247021049e-02,-7.674848288e-02,2.644668147e-02,1.752739251e-01,-2.207418345e-02,-1.366693974e-01,-2.075272053e-01,-1.424614340e-01,-8.104384691e-02,-5.721317604e-02,-1.891547441e-01,-4.172313586e-02,-1.006955951e-01,1.098738794e-04,-1.121116951e-01,-2.711405233e-02,-5.837671831e-02,1.270169765e-01,-9.430921078e-02,-8.638592809e-02,-9.961690521e-04,1.677283943e-01,-1.051882375e-02,-7.494305819e-02,-9.580364823e-02,1.365235001e-01,-1.882474869e-01,-1.004883796e-01,2.580822445e-03,-1.547586638e-03,-7.770308107e-02,-7.507994026e-02,-1.842823252e-02,9.056276083e-02,5.678339675e-02,-6.681150943e-02,-7.350811735e-03,-2.197580226e-02,-1.412492394e-01,-1.597759575e-01,2.330268025e-01,-8.232478052e-02,-3.040323555e-01,-6.043699011e-02,4.848947003e-02,1.398947206e-03,5.174436048e-02,-6.955910474e-02,5.694859102e-02,-8.274436742e-02,6.356706377e-03,2.395843416e-01,-1.528322138e-02,-2.171737514e-02,-8.502691984e-02,2.706163228e-01,-1.159573048e-01,1.275404990e-01,6.378358603e-02,-5.232798308e-02,-1.061481386e-01,-5.035976064e-04,-6.972194463e-02,9.193599224e-02,-4.202153906e-02,-7.967299968e-02,-1.335510891e-02,-9.338907897e-02,3.091493994e-02,-1.376778185e-01,6.886977702e-02,-1.215014085e-01,-6.747439504e-02,-4.440892860e-02,-2.370167226e-01,-2.922369540e-02,-1.026547626e-01,-9.822229622e-04,1.806315267e-03,-1.235107034e-01,-2.428064495e-02,1.390066892e-01,-5.299834162e-02,-9.750171751e-02,-1.473185699e-02,1.794065684e-01,-5.233559757e-02,-6.839020550e-02,-1.178327054e-01,3.730026260e-02,3.230435550e-01,4.277854785e-02,5.221258104e-02,1.251051552e-03,-9.421845526e-02,6.877467036e-03,-7.841581106e-02,8.711659163e-02,-3.646413679e-04,-1.166907549e-01,-9.561131708e-03,7.681697607e-03,-4.557782039e-02,3.128666580e-01,5.009410158e-02,-2.777418308e-02,8.814214915e-02,-4.860446602e-02,1.408350915e-01,1.213805517e-03,1.058614478e-01,6.014856696e-02,6.382658333e-02,1.943857968e-02,1.252005994e-02,-2.704142965e-02,9.501607157e-03,-1.310804300e-02,1.328732073e-02,-1.803458333e-01,-1.075992361e-01,1.202756241e-01,-3.237391412e-01,-7.301063836e-02,-1.565005481e-01,1.588966232e-03,-1.589495391e-01,-1.058735475e-01,-7.591781323e-04,-1.116731018e-01,4.290393554e-03,6.784966588e-02,5.050097127e-03,-1.142185256e-01,-5.287098140e-02,-9.321980178e-02,-9.096971713e-03,-3.965513036e-02,-3.795604780e-02,-7.504960895e-02,-4.188468680e-02,-1.364264288e-03,-1.214775145e-01,-1.265239418e-01,-8.971296251e-02,7.559090853e-02,-5.006247386e-02,-1.074559391e-01,-8.177923039e-03,1.441313773e-01,-3.064147942e-02,-1.175701320e-01,-2.496834146e-03,-1.410984807e-02,1.185689792e-01,9.750366956e-02,-5.048777163e-02,-5.463432171e-04,6.461504847e-02,7.887551934e-02,-6.103084981e-02,8.119228482e-02,-2.618883736e-02,-9.478449356e-04,-1.473534014e-02,1.111760084e-02,-4.304925725e-02,-4.079091549e-02,-6.246179342e-02,-1.557371169e-01,-7.175604813e-03,7.536684722e-02,-2.446416914e-01,-6.530808605e-05,1.450133771e-01,1.328885555e-01,6.552411616e-02,1.080848798e-01,6.203933060e-02,-3.239598870e-02,1.076340862e-02,-1.087547652e-02,1.057896167e-01,7.676271349e-02,1.573947221e-01,1.281150877e-01,-8.016492426e-02,-1.655819714e-01,3.394033313e-01,-6.226068363e-04,-2.188062221e-01,-2.347951382e-01,-5.992819555e-03,-1.712428629e-01,-5.074300244e-02,-5.460455641e-02,-7.452775724e-03,-9.438729286e-02,-1.515946537e-01,-1.141948402e-01,-1.210839599e-01,-1.291136816e-02,-1.145313904e-01,-1.692996025e-01,-9.655740857e-02,-5.525876186e-04,-7.719251513e-02,-9.372813627e-03,-9.906759858e-02,6.035714969e-02,-1.151925772e-01,2.418821119e-02,-5.215092562e-03,1.198940724e-01,-1.785294525e-02,-8.900191751e-04,-4.295651242e-02,7.917934656e-02,4.764544964e-02,1.604926139e-01,-1.062042937e-01,1.568003907e-03,3.972243890e-02,1.755331270e-02,-4.909134656e-02,6.793601811e-02,4.438207671e-02,-4.731336609e-03,-6.560309324e-03,1.276263222e-02,-4.962124676e-02,-2.290644869e-02,1.404094845e-01,-7.917895913e-02,-4.879932851e-02,1.124449298e-01,4.160492122e-01,1.227547065e-03,-2.427589595e-01,-1.207038090e-01,1.959508844e-02,1.959159821e-01,-1.897617010e-03,1.445325166e-01,-1.776811853e-02,9.308230877e-02,2.370540239e-02,-1.936992072e-02,-1.507503837e-01,6.380172074e-02,-9.491711110e-02,-1.648079604e-01,-2.959198952e-01,8.401586092e-04,3.934561014e-01,2.227905989e-01,-9.654397517e-02,-2.655189633e-01,-1.424272954e-01,-1.287271529e-01,-3.449264448e-03,-1.523830742e-01,-3.967813030e-02,1.491515152e-02,2.067974419e-04,-4.535114020e-02,-9.863112122e-02,1.117426623e-02,-5.768721923e-02,1.878710027e-04,-1.281264573e-01,-7.460188121e-02,-3.936208040e-02,6.045493111e-02,-4.566198587e-02,-9.620452672e-02,9.255635669e-04,7.203967124e-02,-2.717864141e-02,-5.094133317e-02,-5.831705779e-02,9.898561239e-02,8.849138767e-02,-5.726331472e-02,-1.696731001e-01,-6.831141072e-04,-1.336913109e-01,-1.213196069e-01,2.824680507e-02,7.414048165e-02,1.301195174e-01,1.302311104e-02,1.138812397e-02,1.441978384e-02,-7.074703276e-02,6.311755627e-02,-2.962004021e-02,5.889182538e-02,1.985847205e-02,-1.590117365e-01,-8.162043244e-02,1.052449341e-03,3.583297431e-01,3.000976741e-01,3.982811794e-02,1.968535930e-01,-7.740850747e-02,4.127169400e-02,1.948055997e-02,6.239409000e-02,1.982878335e-02,-8.099530637e-02,9.311328083e-02,-1.550716721e-02,1.465190575e-02,2.770380080e-01,8.232635260e-02,1.141766319e-03,-1.359976679e-01,-2.359871566e-01,-1.416690946e-01,-3.031361699e-01,-1.143616587e-01,-6.475815922e-02,-4.030855000e-02,-4.134561494e-02,-3.874138743e-02,4.902039468e-02,-7.489937544e-02,-5.415119976e-02,-6.592997909e-02,-1.630191207e-01,-1.343434006e-01,-6.553392159e-04,-1.177640557e-01,-2.686502039e-02,2.930767369e-03,6.497329473e-02,-4.414553195e-02,-1.534224153e-01,1.255310047e-02,9.213052690e-02,-8.117964119e-02,-1.102955639e-01,-5.763477832e-02,4.849139601e-02,-1.218249798e-01,-5.496818200e-02,2.580253035e-02,-7.249232731e-04,-2.158020437e-01,-1.311799735e-01,1.105320826e-02,1.053215861e-01,1.755863130e-01,1.095850840e-01,-7.527564303e-04,-8.496621251e-02,-1.349864714e-02,2.354012989e-02,1.301975399e-01,6.810506433e-02,4.273172468e-03,3.247863352e-01,-7.591705769e-02,9.783107089e-04,-1.620118618e-01,-6.857629120e-02,-6.482825428e-02,2.455834746e-01,2.979231300e-03,-5.556779355e-02,-5.953689106e-03,3.844099864e-02,-4.534107819e-02,-8.923382498e-03,-1.290948987e-01,-1.638658047e-01,-2.805081755e-02,-2.518875599e-01,-1.865251921e-02,1.235155622e-03,7.110172510e-02,-5.548242480e-03,-1.830702275e-02,-2.119318843e-01,-6.332954764e-02,-9.361200780e-02,-1.270548906e-02,-2.275299467e-02,-9.109754860e-02,4.023037851e-03,-4.607846588e-02,-7.765331864e-02,-3.466775268e-02,-6.847802550e-02,2.656243742e-03,-1.304032397e-03,-9.360795468e-02,-5.245675147e-02,-4.692757502e-02,-1.625052653e-02,-8.552595973e-02,-3.176676854e-02,-1.194813848e-02,-3.053446300e-02,3.987155110e-02,-9.727383405e-02,-2.369998954e-02,2.117723972e-01,-9.638135880e-02,-1.035195962e-01,-1.651019789e-02,-6.846190081e-04,7.335448265e-02,3.203754500e-02,4.207241163e-02,4.689098895e-02,8.563905954e-02,1.138793007e-01,2.100515924e-02,4.158358648e-02,-1.687060669e-02,-1.515432354e-02,-9.711113572e-02,2.729014754e-01,1.168602798e-02,-9.752810001e-02,1.548662782e-01,1.415408216e-03,-1.905347104e-03,1.887627505e-02,8.349035867e-03,5.080217496e-02,-5.000519380e-02,-8.971946687e-02,1.340677310e-02,-1.000887901e-01,-1.062973291e-01,5.348546896e-03,1.250839233e-01,-9.177450836e-02,8.427874744e-02,1.627221890e-02,-2.511381209e-01,-3.010555520e-04,-1.946426630e-01,-1.823210418e-01,-2.029732317e-01,-1.568049490e-01,1.098285615e-01,9.295207262e-02,-2.103330009e-02,1.659635454e-01,-8.122797310e-02,-6.049551442e-02,-9.342869371e-02,-1.306542754e-01,-1.132327691e-01,-2.018594295e-01,2.001204640e-01,-4.049923446e-04,1.807237417e-01,1.411112249e-01,1.551190019e-01,3.703119457e-01,-4.785033315e-02,-6.426213682e-02,-2.013142034e-02,6.068645045e-03,8.853829652e-02,-7.747069467e-03,-2.843241906e-03,-1.134034898e-02,-1.378579438e-01,1.847984493e-01,-2.118788958e-01,4.406743974e-04,-9.513012320e-02,-7.253674418e-02,-4.762620106e-02,-1.995627433e-01,-7.112746686e-02,-5.998363718e-03,1.825354435e-02,-4.363388196e-02,-1.455305330e-02,-5.626057461e-02,6.684861332e-02,8.255727589e-02,-4.690930247e-03,-6.540277600e-02,-1.917835325e-01,7.448854158e-04,-7.017636672e-04,-1.794947982e-01,-2.096009105e-01,6.254212558e-02,2.138652653e-01,1.889390349e-01,-1.089290949e-03,-1.316679120e-01,-7.013582438e-02,9.675569087e-02,-1.119929925e-01,-7.479758561e-02,-6.823756546e-02,-7.318915427e-02,3.197718859e-01,5.602156161e-04,-2.377558732e-03,3.430848718e-01,1.942385733e-01,-1.916920990e-01,-1.204090342e-01,-1.018081754e-01,-2.126866952e-02,1.435699314e-01,-6.064948812e-02,-7.561169565e-02,-7.055238634e-02,1.663524359e-01,-9.774658084e-02,-4.520633444e-02,-1.490716189e-01,-7.983901887e-04,-6.941682659e-03,-6.237658113e-02,7.214122266e-02,-4.012126476e-02,-5.174998567e-02,-8.229496889e-03,-7.337840274e-03,-1.539835520e-02,1.667100936e-01,-4.347636551e-02,4.716238007e-02,-1.360509098e-01,1.650734060e-02,8.483181894e-02,-8.688723296e-02,-2.723704383e-04,-1.013515666e-01,-1.959559321e-01,-1.446725577e-01,2.338503748e-01,-1.019784361e-01,-1.468510777e-01,2.100660279e-02,3.065532073e-02,-1.484855860e-01,9.102883935e-02,-3.023819439e-02,2.555871569e-02,2.581556514e-02,-8.227484301e-03,9.556102753e-02,2.094303723e-03,5.480921641e-02,1.430109441e-01,-8.179824054e-02,-1.145783439e-01,-1.340794563e-01,-1.080009788e-01,-4.586955067e-03,-9.247573465e-02,-1.997011006e-01,-9.158023447e-02,-2.310198992e-01,-1.081225500e-01,-1.653109491e-01,1.548450161e-02,-1.593141407e-01,7.285455940e-04,-1.887700558e-01,-1.568073630e-01,2.527973056e-01,5.070089176e-02,1.111851186e-01,7.599117607e-02,-1.008083811e-03,1.186910346e-01,4.669544995e-01,-6.389150769e-02,7.236259431e-02,-3.271476552e-02,-4.812724516e-02,-3.143210337e-02,1.223485693e-01,-1.052707201e-03,1.735537648e-01,8.560425788e-02,-1.000280678e-01,1.069899946e-01,-8.707302064e-02,1.860671118e-02,-1.062885043e-03,-3.005631268e-02,-2.275648117e-01,-1.380336657e-02,1.193963513e-01,1.535988748e-01,3.352707252e-02,-7.461842149e-02,-1.664825678e-01,-1.113507780e-03,-1.507325470e-01,-1.655571759e-01,-1.588798314e-01,2.154615335e-02,4.993289337e-02,-5.429565161e-02,-2.630548319e-03,3.132941201e-02,-1.528180242e-01,5.650070682e-02,6.461364776e-02,1.967198551e-01,-2.603468113e-02,1.294248551e-01,7.846378535e-02,7.684227312e-04,-1.830243021e-01,5.444245413e-02,1.333149523e-01,1.587617770e-02,1.547406316e-01,4.402176291e-02,2.086079493e-02,-7.690374553e-02,6.719380617e-02,7.321758568e-02,-1.820762604e-01,2.752678841e-02,-6.807348877e-02,-1.471137255e-01,-9.958052635e-02,4.658049147e-04,1.922426373e-01,3.428207710e-02,-2.624561191e-01,-7.777299732e-02,-1.445053071e-01,-6.147782505e-02,1.487052627e-02,1.745973229e-01,-1.423996985e-01,-1.440247148e-01,-1.162910834e-02,-9.779550135e-02,-2.656474337e-02,-1.765939221e-02,-2.835172787e-02,-2.396791533e-04,-5.754398555e-02,-1.237096731e-02,-2.523790114e-02,1.376738772e-02,-3.783990443e-02,4.133481905e-02,-1.830410212e-02,-5.527622066e-03,-2.542772144e-02,-6.424439698e-02,6.056158245e-02,-8.779081702e-02,-3.371886536e-02,-6.429844350e-02,-5.888544768e-02,-6.542684860e-04,-6.289692968e-02,-1.706885397e-01,6.685503572e-02,1.126149669e-01,-3.227791190e-02,-9.181483090e-02,-2.629395947e-02,-6.430356950e-02,-1.322532352e-02 +thresholds = -3.148048222e-01,-2.748754025e-01,1.526238322e-01,-6.178750992e-01,-3.969300985e-01,-4.318765402e-01,3.034144174e-03,-4.437769055e-01,-3.760595024e-01,-3.511168957e-01,2.576995790e-01,-2.389694005e-01,-2.701356709e-01,-3.543261066e-02,1.096639633e-01,-4.536156058e-01 +weights1 = 3.509596735e-02,-2.464418672e-02,-1.132711172e-01,-1.166234724e-02,-6.510012597e-02,5.736455321e-03,-1.031006780e-02,-7.842193358e-03,-2.603052650e-03,-2.491780370e-02,-7.963122427e-02,1.244464889e-01,2.815340459e-01,1.427032948e-01,-5.003305152e-03,9.230773896e-02,2.109498484e-03,-2.344975946e-03,-6.407636404e-02,3.418224398e-03,-8.637296036e-03,9.669041261e-03,2.984924316e-01,5.261342973e-02,5.887120962e-02,1.034623384e-02,-5.250387825e-03,-9.253801778e-03,2.892449312e-02,1.610874683e-01,-3.998127952e-02,5.672831321e-04,1.061370224e-02,-1.143403165e-02,-3.983670101e-02,-8.343236521e-03,-1.735013165e-02,6.583291106e-03,3.801852698e-03,1.153180562e-02,1.080868952e-02,-4.364053253e-03,-7.697632071e-03,2.435619943e-02,7.262749225e-02,2.710758522e-02,-1.521974220e-03,2.174500562e-02,8.686593734e-03,5.246629007e-04,-1.427273639e-02,-1.018717326e-02,-1.691764407e-02,-3.655852284e-03,6.214387715e-02,2.633914724e-02,1.251176931e-02,-7.766396273e-03,1.338649448e-02,-2.852850594e-03,3.612522734e-03,3.612444177e-02,-1.666514203e-02,3.989127465e-03,4.140981939e-03,-1.775874197e-02,-1.329503953e-01,-1.481280103e-02,-7.099214941e-02,1.299919002e-02,7.384601515e-03,8.740761550e-04,9.910962544e-03,-7.834594697e-03,-8.033218235e-02,1.099868417e-01,2.552821040e-01,1.243444532e-01,8.302792907e-03,9.838298708e-02,-2.984493040e-03,5.484392866e-03,-8.121373504e-02,-1.421930175e-02,-1.524102222e-02,1.878024265e-02,2.869854867e-01,6.040465459e-02,4.317498580e-02,-2.744272817e-03,1.356030162e-02,1.518630981e-02,1.194007229e-02,1.607464850e-01,-4.537020624e-02,-4.495839588e-03,-2.920576371e-03,-2.779211150e-03,-2.401297353e-02,2.254302090e-04,-2.183818258e-03,8.434038027e-04,-6.655781064e-03,-3.699401626e-03,-9.570933878e-03,-2.595820231e-03,2.835053892e-04,-1.002316712e-03,4.924159497e-02,1.482414547e-02,-1.336136134e-03,-2.370572416e-03,-9.462323040e-03,8.407924324e-03,-1.898810081e-02,-3.220247803e-03,-1.103824563e-02,-4.935086705e-03,2.148313820e-02,8.275459404e-04,1.733632945e-02,-7.692103274e-03,2.679672325e-03,1.858463511e-02,-1.985718496e-02,1.236049738e-02,-9.683310986e-03,-4.431724665e-04,-4.676157236e-02,-7.692163344e-03,8.543539047e-02,4.873014521e-03,5.214649439e-02,-3.101342823e-03,-1.182118710e-02,-2.008746844e-03,-9.709915146e-03,-5.813907832e-03,4.198514670e-02,-2.262071669e-01,-4.680247903e-01,-2.417412251e-01,-3.824381158e-03,-3.733627032e-03,-6.256754510e-03,-1.003723312e-02,6.288117915e-02,-7.144472096e-03,4.112283234e-03,3.074571723e-03,-3.273139000e-01,-9.194850177e-02,-1.685306989e-02,2.171905152e-02,-3.797587007e-03,-9.872917086e-03,1.945831231e-03,-1.163111702e-01,3.887433559e-02,-9.529218078e-03,-7.753446698e-03,9.672423825e-03,1.793288440e-02,1.202376373e-02,4.543570802e-03,-1.067473646e-02,4.096245393e-03,-5.570226349e-03,5.819190759e-03,1.092469506e-02,1.822093315e-02,-5.757943168e-02,-3.490003943e-02,-3.689368442e-02,9.218540043e-03,1.850152202e-02,1.043831508e-04,1.301138755e-02,2.692450071e-04,1.379100722e-03,-2.679045545e-03,1.654795744e-02,9.599834681e-03,-1.558626071e-02,6.112271920e-03,-7.616813295e-03,-7.112125400e-03,-1.428892650e-02,1.957264543e-02,8.683281951e-03,-1.488714851e-02,-2.867649077e-03,5.222180486e-02,1.035427488e-02,-7.796275616e-02,-7.151692640e-03,-5.678095296e-02,-4.845779622e-04,7.646005135e-03,-8.400035091e-03,8.909093216e-03,5.042037927e-03,-5.304664746e-02,2.858607769e-01,4.835494161e-01,2.609356344e-01,-9.119111113e-03,1.038646325e-01,5.659706076e-04,-3.388873301e-03,-6.577161700e-02,1.870233216e-03,1.181025174e-03,9.541576728e-03,3.860013485e-01,1.156635508e-01,6.910601258e-02,8.797271177e-03,1.244748637e-05,-2.376403660e-03,-2.741158009e-02,1.760664880e-01,-3.462042287e-02,-8.754787967e-03,1.523994375e-02,-1.009665430e-02,-6.141217425e-02,1.068175491e-02,-4.279991239e-02,4.483955447e-03,1.391417696e-03,5.338468589e-03,-6.456455216e-03,-1.799836196e-02,-2.971777134e-02,7.160871476e-02,1.609664857e-01,8.049297333e-02,-4.573182203e-03,3.756025806e-02,-7.163078059e-03,1.021886710e-02,-3.612574190e-02,-6.359891966e-03,-1.862937771e-02,1.329201832e-02,1.315473616e-01,3.066915832e-02,8.606908843e-03,-2.860982204e-03,-1.273923554e-03,1.362127345e-02,-2.830075799e-03,6.088720635e-02,-1.022424549e-02,1.172185293e-03,4.213333502e-02,-9.296442382e-03,-9.082153440e-02,-5.674780346e-03,-5.816268176e-02,4.977676552e-03,3.429603064e-03,-3.002586542e-03,9.578789584e-03,5.086516961e-03,-6.987950206e-02,1.884705871e-01,4.001052678e-01,1.880482435e-01,5.275649019e-03,7.809448242e-02,7.562057581e-04,-4.325577989e-03,-5.885761976e-02,-9.055710398e-03,-8.338790387e-03,2.737217210e-02,2.943426371e-01,7.584121823e-02,5.633189902e-02,1.461512502e-02,-5.463744048e-03,1.355876122e-02,1.005941653e-03,1.462997943e-01,-3.859058768e-02,3.871675581e-03,7.731751073e-03,-1.081210095e-03,-4.149538651e-02,-6.490251399e-04,-5.993966013e-03,-5.127460463e-04,4.747054540e-03,-2.049967647e-03,-6.355843972e-03,-1.859101118e-03,-8.929619566e-03,2.683087252e-02,8.972365409e-02,5.067623407e-02,-1.116686407e-02,1.320753247e-02,-7.956249639e-03,-3.441078821e-03,-2.310371585e-02,4.447425716e-03,-1.301790774e-02,1.333686174e-03,6.005764008e-02,1.930059120e-02,7.048767060e-03,-1.179100014e-02,2.020691056e-03,-1.674301177e-02,-1.292076055e-02,3.523851559e-02,-2.071426809e-02,-1.915711537e-02,1.934642904e-02,-1.585511863e-02,-6.492703408e-02,1.152111776e-02,-4.846300557e-02,1.487742295e-03,-8.836883120e-03,5.833915900e-03,-4.802082840e-04,-8.151140995e-03,-5.529190972e-02,1.674146205e-01,3.507872820e-01,1.773033738e-01,-1.498474181e-02,9.053356946e-02,-5.397551693e-03,-8.083235472e-03,-5.493489653e-02,-1.229225658e-02,1.162636187e-02,6.756682880e-03,3.117582500e-01,6.808941811e-02,5.712781101e-02,-1.593784429e-03,-1.955182757e-03,2.390601905e-03,-3.959739581e-03,1.934031099e-01,-3.469005227e-02,1.268268679e-03,2.009424567e-02,-9.272096679e-03,-6.433232874e-02,7.848137058e-03,-4.090174660e-02,1.009130199e-02,6.138348021e-03,-2.196930116e-03,-3.372176317e-03,1.110368292e-03,-1.865595765e-02,7.926572114e-02,1.590986252e-01,8.260120451e-02,-7.882986218e-03,3.192134202e-02,2.140983753e-02,2.321725246e-03,-4.331394285e-02,-6.112145726e-03,1.397016109e-03,6.863036193e-03,1.537026018e-01,3.939013928e-02,1.814624667e-02,-1.053252444e-02,1.085050311e-02,-8.157715201e-03,1.428644452e-02,6.764721870e-02,-2.397784218e-02,-7.417723737e-06,8.027215954e-04,6.277807057e-03,9.198943153e-04,9.348995081e-05,4.161809571e-03,-2.652358380e-04,5.596607924e-03,-5.320701282e-03,2.644509543e-03,-2.094205935e-03,-1.021794137e-02,3.527942812e-03,-1.183580514e-02,-5.270293914e-03,-2.740555909e-03,-6.300475798e-04,-1.026874501e-02,1.703224611e-03,8.360266685e-03,-1.081920462e-03,-1.703227498e-02,-5.433076993e-03,4.350833595e-03,-2.989760367e-03,-1.185810426e-03,7.404460106e-03,1.188097638e-03,-1.186029613e-02,-1.442753337e-02,4.724102619e-04,6.622933783e-03,-1.157551445e-02,3.609698731e-03,3.875002498e-03,-9.378920309e-03,3.552603303e-03,3.464731271e-04,-8.880904061e-04,6.766158156e-03,-6.891395431e-03,-2.415266499e-04,-7.132485975e-03,6.620289292e-03,-8.092893288e-03,-1.757843769e-03,7.008083630e-03,-1.139041153e-03,9.310252964e-03,-6.637918297e-03,-1.002750453e-02,6.280826870e-03,9.401845746e-03,4.353276920e-03,-4.860658199e-03,-2.190579195e-03,6.337678526e-03,2.895180136e-03,2.057914063e-02,2.421304816e-03,-1.897354145e-03,-1.985664666e-02,6.887434982e-03,6.134817842e-03,-7.165995892e-03,3.419994190e-02,-1.588084735e-02,-7.984040678e-02,-1.586844446e-03,-4.649740830e-02,-5.010230467e-03,3.428730648e-03,8.411739953e-03,3.396831919e-03,-9.165155701e-03,-5.345243961e-02,2.282956988e-01,4.126178920e-01,2.265241295e-01,-6.273317151e-03,6.504553556e-02,3.991898149e-03,1.053845696e-02,-6.200518832e-02,4.360413644e-03,-9.439774789e-03,1.660369709e-02,2.910030484e-01,9.880709648e-02,5.417825654e-02,1.248892024e-02,-9.830111638e-03,-8.098402992e-03,-1.108223107e-02,1.452601701e-01,-4.364853725e-02,-1.760193333e-02,1.539760735e-02,7.744363043e-03,-3.056738712e-02,8.266384713e-03,-2.490347996e-02,4.747827072e-03,-8.653106168e-03,-2.414509421e-03,-2.430695808e-03,2.094863681e-03,-2.488788962e-02,4.691248760e-02,1.205985919e-01,5.625540391e-02,-9.497771971e-03,2.344985493e-02,-5.509448703e-03,1.312438119e-02,-3.446229547e-02,-2.465017606e-03,1.057672314e-02,-2.039993182e-02,1.116152406e-01,2.206855267e-02,9.364664555e-03,-1.560113276e-03,2.920981962e-03,1.140959281e-02,-8.271474391e-03,5.315361917e-02,-1.361665037e-02,-1.186580164e-03,3.895858303e-02,-1.901226491e-02,-7.515297830e-02,2.944371430e-03,-5.920988321e-02,1.777568273e-02,-1.321176649e-03,-3.854257520e-03,7.874852745e-04,-8.743598009e-04,-5.776479095e-02,1.567067951e-01,3.490601778e-01,1.902237982e-01,-3.775160760e-03,6.305751204e-02,-7.579941768e-03,1.388003933e-03,-6.044014543e-02,1.735225786e-03,-2.940250328e-03,1.466742437e-02,2.999437749e-01,6.715290993e-02,5.103338510e-02,1.199900173e-02,-8.207110688e-03,-3.157374915e-03,1.256883494e-03,1.436491907e-01,-3.032184951e-02,-4.392301198e-03,9.689886123e-03,-3.841696307e-03,-3.987958655e-02,1.131613646e-02,-2.974511497e-02,2.151908819e-03,-7.375695277e-03,1.258083154e-03,1.608421328e-03,2.114637988e-03,-2.772556059e-02,2.837566473e-02,9.195837379e-02,4.292077571e-02,-8.405043744e-03,1.908840053e-02,3.907612991e-03,-5.894330796e-03,-1.118779648e-02,1.275612158e-03,-2.162954770e-02,3.129471559e-03,9.871181846e-02,1.932009123e-02,3.227608278e-02,-5.435516592e-03,-4.795542452e-03,5.273176357e-03,2.681349637e-03,3.381275013e-02,-1.714190841e-02,1.741879433e-02,2.326027118e-02,-7.085486315e-03,-7.910808921e-02,1.367134880e-02,-5.345137045e-02,3.944905009e-03,-2.735762857e-03,3.021950135e-03,-7.143863011e-03,9.504212067e-04,-4.900461808e-02,1.695111990e-01,3.967952728e-01,1.684192419e-01,7.197609637e-03,6.887768954e-02,1.342957746e-02,3.220173530e-03,-4.785762355e-02,2.862176334e-04,-1.769563183e-02,1.086563990e-02,3.161616921e-01,7.693555951e-02,2.947062999e-02,7.230930030e-03,2.797219437e-03,-2.261154121e-03,8.761488833e-03,1.247076243e-01,-3.389256820e-02,1.581410691e-02,3.164749127e-03,2.396212891e-03,-5.110225175e-03,-1.115809078e-03,-6.380112027e-04,-5.375172477e-04,-1.418720372e-02,2.460044343e-03,2.632665914e-03,-4.264030606e-03,-1.704015955e-02,7.809657604e-03,3.019805066e-02,2.636600286e-02,4.809507518e-04,1.630921848e-02,-6.879340857e-03,-7.862149738e-03,-4.346702714e-03,5.994081032e-03,2.659932245e-03,-1.045415457e-02,3.589707240e-02,8.381262422e-03,4.976655357e-03,4.190574866e-03,1.202559099e-02,-3.248962574e-03,8.416237542e-04,6.623250898e-03,1.439369051e-03,1.836880692e-03,-4.675714299e-02,3.910044208e-02,1.631687582e-01,5.341239739e-03,1.124944463e-01,-1.188964490e-02,-6.497093476e-03,2.061534673e-03,-4.824200179e-03,1.922050118e-02,1.155796498e-01,-2.643097043e-01,-4.682581425e-01,-2.835461795e-01,-1.126438845e-03,-2.956192568e-02,4.738382995e-03,-1.364718378e-02,1.153554171e-01,-1.470130123e-02,3.699379787e-02,-3.296352923e-03,-2.891891599e-01,-1.086523011e-01,-1.400663983e-02,-4.791378160e-04,-5.506075919e-03,3.536039731e-03,1.036835276e-02,-1.062566414e-01,9.032580256e-02,-9.536881000e-03,-8.621554822e-03,3.960865084e-03,8.492575586e-02,1.083856728e-02,4.710080847e-02,-5.326765589e-03,5.620646407e-04,1.827172935e-02,7.079462986e-03,1.931120083e-02,5.411504209e-02,-7.460408658e-02,-1.223515049e-01,-7.049288601e-02,-9.160704911e-03,-4.509129561e-03,8.125150576e-03,-2.250885824e-03,6.247872114e-02,-6.037990097e-03,9.919177741e-03,1.091335434e-02,-3.519661352e-02,-3.075541370e-02,7.923997939e-03,-4.541601520e-03,-8.073784411e-03,-1.418213942e-03,-1.905795303e-03,-7.299418095e-03,2.893230319e-02,-1.708803698e-03,2.139880322e-02,-1.079824008e-02,-1.118417010e-01,-2.582225390e-02,-6.443327665e-02,3.325180151e-03,7.139180787e-03,2.762741409e-03,6.098087411e-03,-2.455959655e-02,-6.406468153e-02,1.271895766e-01,2.801731527e-01,1.171064973e-01,-1.716709882e-02,5.855602399e-02,9.775008075e-03,8.235003916e-04,-6.744198501e-02,-1.771612279e-02,-2.335527539e-02,4.073017742e-03,2.430860847e-01,4.418452084e-02,4.608777910e-02,9.374458459e-04,-1.266513579e-02,1.265380648e-03,-1.532260212e-03,1.137308627e-01,-3.729109466e-02,-1.219138317e-02,-9.621948004e-03,1.063011400e-02,-1.847217977e-02,-5.207337905e-03,-1.454058755e-02,-1.087206695e-02,9.479324333e-03,9.010365233e-03,-2.312842757e-03,-5.240050610e-03,-1.880106051e-03,3.565919120e-03,4.830250982e-03,1.183386985e-02,-5.105825607e-03,2.120715100e-03,-2.630176721e-03,-4.094999167e-04,-6.698336452e-03,-2.967146924e-03,-2.576586790e-03,-1.153912628e-03,1.473534387e-02,2.064533159e-02,1.364696212e-02,9.862583131e-03,1.076556183e-02,5.886704195e-03,-1.162909903e-03,-2.379718004e-03,-3.980686422e-03,1.025297897e-04,1.834316179e-02,-2.193376981e-02,-1.162668467e-01,3.417717991e-03,-7.984475791e-02,-4.877854371e-04,5.689212121e-03,1.014695689e-02,5.111808889e-03,2.974656411e-03,-9.205991030e-02,1.022141278e-01,2.486110926e-01,1.176119074e-01,-7.761382032e-03,8.733893186e-02,-2.904919675e-04,5.672609434e-03,-6.923539191e-02,1.415419683e-04,-2.370420285e-02,1.032377779e-02,2.655942738e-01,5.479769036e-02,5.673133582e-02,1.788746938e-02,-1.950617321e-02,5.331941415e-03,1.530747022e-02,1.339061707e-01,-4.603466764e-02,4.701879807e-03,-3.095087595e-03,-1.282841247e-02,-1.348626148e-02,-9.851659648e-03,-1.235452574e-02,-1.015583053e-03,6.228752900e-03,-1.003329549e-02,-7.683703676e-03,1.252146158e-02,-1.310393866e-02,1.911833882e-02,1.406317391e-02,2.324026078e-02,1.368536800e-02,2.369368635e-02,1.914856024e-03,-1.048305631e-02,-3.088793345e-02,-4.222950898e-03,2.688657027e-03,-4.412748851e-03,3.062599711e-02,1.006460935e-02,7.594477851e-03,4.766270053e-03,-2.081739513e-04,-9.011667222e-03,1.231263299e-02,1.206588373e-02,-1.150559355e-02,8.427280933e-03,-4.607783165e-03,-1.291017793e-02,-1.569729671e-02,-6.176330149e-03,-1.943754032e-02,1.034087152e-03,5.145770032e-03,3.412194550e-03,2.985050960e-04,-1.460107043e-02,-2.052165195e-02,2.326509729e-02,5.078554153e-02,2.289150655e-02,-1.300803013e-02,2.596525848e-02,-1.110441238e-02,-2.583316294e-03,-3.556800634e-02,6.050969940e-03,3.931256942e-03,1.443202887e-02,7.585223764e-02,1.809327863e-03,2.096047252e-02,1.276217680e-02,-3.740311367e-04,-2.126430860e-03,2.499198169e-02,5.017374456e-02,-1.473685913e-02,4.477029201e-03,7.131523918e-03,-8.235005662e-03,-1.155803632e-02,-1.089610439e-02,9.703078307e-03,-5.789838266e-03,-2.922857879e-03,2.363882493e-03,-1.373119536e-03,1.727897790e-03,5.386266857e-03,-4.722906742e-03,-8.702377789e-03,1.542841550e-02,-6.916925311e-03,2.643254702e-04,-9.381437674e-03,5.220667925e-03,5.988284480e-03,1.139401738e-02,-8.476429502e-04,-5.440539215e-03,1.336582284e-02,-2.059265738e-03,8.051114157e-03,1.206051186e-02,-6.443685852e-03,-1.066994946e-02,5.774561781e-03,-4.780723248e-03,4.470973276e-03,-1.194901648e-03,-2.302878723e-02,1.762284152e-02,1.208896786e-01,1.139879040e-02,6.959982961e-02,-8.259871043e-03,2.418590011e-03,1.568725100e-03,-2.388369758e-03,9.330641478e-05,9.102550149e-02,-1.700972021e-01,-3.205410540e-01,-1.761600971e-01,2.462131670e-03,-5.309717357e-02,-1.929253712e-02,-4.531702434e-04,7.384505868e-02,7.260608952e-03,2.491157316e-02,-5.238560028e-03,-2.038743347e-01,-6.964308023e-02,-2.539396472e-02,-1.294596866e-02,-4.502992379e-04,-3.916712478e-03,-1.680749282e-02,-8.470319957e-02,5.743221194e-02,8.764385246e-03,3.521847306e-03,1.062436495e-03,3.222946450e-02,1.548824925e-02,3.335737437e-02,3.472461598e-03,6.063220557e-03,-2.342971042e-03,1.889613108e-03,-1.844449551e-03,1.961071789e-02,-2.728063427e-02,-6.246963516e-02,-4.495601729e-02,5.048514344e-03,2.025714330e-02,-9.486822411e-03,-9.857558645e-03,1.957332529e-02,5.296175368e-03,-6.975679193e-03,-4.144811537e-03,1.045330660e-03,-8.246710524e-03,7.587176748e-03,-3.687672550e-03,6.170718116e-04,-1.553172246e-02,-4.010413773e-03,-3.654274857e-03,2.670644317e-03,5.775033031e-03,1.846116222e-02,3.105909564e-03,-8.989776671e-02,5.058035604e-04,-4.806034639e-02,-6.836024113e-03,-1.123833191e-02,4.167876206e-03,-5.773677956e-03,-1.447983924e-02,-5.892786384e-02,1.775046438e-01,3.904399574e-01,1.940524578e-01,4.156514071e-03,8.585409075e-02,-1.026523532e-03,9.375038557e-03,-4.404569417e-02,-2.485392615e-03,-1.130248606e-02,2.020219155e-02,3.420159221e-01,7.626262307e-02,6.122471392e-02,2.070974931e-02,2.305335598e-03,4.612434132e-04,2.248946810e-03,1.565237492e-01,-2.607528865e-02,1.139798318e-03,-1.215180289e-02,5.618161988e-03,-3.395319358e-02,-8.370186202e-03,-2.636479773e-02,5.008222535e-03,1.991661824e-02,-3.526738845e-03,-7.334647235e-03,2.345942892e-03,-2.717605792e-02,4.210478067e-02,1.014205739e-01,4.919584841e-02,4.170954693e-03,2.268091962e-02,2.580378205e-03,4.274667299e-04,-1.185053680e-02,-1.259892806e-02,2.326590242e-03,-1.288825530e-03,9.390849620e-02,2.992711496e-03,1.738132536e-02,3.449282842e-03,2.791635925e-03,-2.493072825e-04,1.437008474e-02,4.794476181e-02,-3.264648467e-02,-1.184910652e-03 +biases1 = -2.329277433e-02,7.919672644e-04,1.869867146e-01,-1.602602890e-03,1.165624410e-01,-8.354967460e-03,-9.686679114e-04,-6.162684876e-03,-1.633050293e-02,1.040903968e-03,1.257317513e-01,-1.407879293e-01,-2.391191572e-01,-1.485190541e-01,-1.637836976e-04,2.763926610e-02,-3.781835316e-03,-8.860370144e-04,1.236241832e-01,0.000000000e+00,-3.237067358e-05,4.610180855e-03,-7.280279696e-02,-5.840647221e-02,2.029260807e-02,2.703899983e-03,0.000000000e+00,-7.160996320e-04,9.871007875e-03,1.086558960e-02,8.466834575e-02,-2.218002464e-06 +weights2 = 1.193922386e-01,-6.551775336e-02,-3.714884520e-01,-7.265967783e-03,-2.354855090e-01,-3.150829300e-02,-6.427987665e-02,-7.260138541e-02,-5.758670345e-02,-4.714756832e-02,-2.475667149e-01,6.974502802e-01,1.384049416e+00,7.241808772e-01,7.665068656e-02,2.413070351e-01,-5.175567418e-02,-1.704433584e-03,-2.444094568e-01,2.181157470e-02,-8.271063864e-02,3.808818385e-02,1.049094796e+00,2.925343215e-01,1.558173746e-01,2.328084968e-02,8.648192883e-02,-6.304372847e-02,8.137299120e-02,4.795461297e-01,-1.621925831e-01,-1.093845814e-02 +biases2 = 1.048514843e-01 diff --git a/params/D00110.002.txt b/params/D00110.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..2377f2bc1850228bb4909a77851bf6e604f6b564 --- /dev/null +++ b/params/D00110.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -4.867008626e-01,9.620893002e-02,2.582449317e-01,1.547383964e-01,-3.813599469e-04,4.678061903e-01,-4.606739879e-01,-9.706072742e-04,-3.786081672e-01,2.791722491e-02,-1.343292743e-01,-1.323456764e-01,-9.429594129e-02,-4.015587270e-01,-9.412519634e-03,-4.371939600e-02,2.603366375e-01,-1.444333196e-01,-2.209801823e-01,-1.904070973e-01,2.785585093e-05,-5.402051210e-01,-5.545948073e-02,-9.111383697e-04,1.565622538e-01,-1.463366300e-01,1.612688899e-01,-2.472284436e-01,7.346606255e-02,6.213797256e-02,-2.269439101e-01,-2.111949027e-01,-2.018725723e-01,-9.296473116e-02,-6.198604777e-02,-1.607375890e-01,-6.274574553e-04,-3.452144563e-01,3.653009534e-01,-3.149636905e-04,-1.925609708e-01,-1.217729375e-01,-1.639594287e-01,3.616676480e-02,-1.865149140e-01,3.041637838e-01,-6.230616570e-02,1.521218419e-01,4.839593172e-01,-1.745073050e-01,-2.222778052e-01,-1.515838355e-01,1.039067865e-03,1.379640698e-01,6.210365146e-02,-6.091609830e-04,1.316415966e-01,-4.358042777e-02,-1.434062719e-01,-1.813793033e-01,-9.945555031e-02,-3.052982986e-01,-4.236446694e-02,-3.061650991e-01,-2.182366252e-01,-2.379436232e-02,1.256176829e-01,1.288123149e-02,-6.782195996e-04,-3.384861052e-01,-1.704820395e-01,-2.900914988e-04,-3.721155226e-01,2.579244375e-01,-3.579925895e-01,1.665712148e-02,6.926173717e-02,-4.499811828e-01,7.329701632e-02,2.462197328e-03,2.515189350e-01,4.344993085e-02,-6.545390189e-02,-2.039744332e-02,-3.767749586e-04,7.246142030e-01,-2.813412845e-01,-1.472135045e-04,9.469870478e-03,-2.165251225e-01,3.931383491e-01,-4.788641334e-01,1.368302703e-01,1.647008955e-01,-8.196308464e-02,-2.715500295e-01,2.045217901e-01,-2.354364842e-01,-2.024720311e-01,-1.026939079e-01,-1.241407299e-04,-5.071364045e-01,5.048449636e-01,-7.086782716e-04,-3.609351516e-01,-1.757898629e-01,-9.879254550e-02,2.366091311e-01,-3.949277401e-01,4.537656307e-01,-2.566510141e-01,4.326161146e-01,-1.831918210e-01,-1.003164351e-01,-1.051200703e-01,-2.374796718e-01,-1.121170280e-04,-1.589096487e-01,-1.411551684e-01,3.999250475e-05,4.419316053e-01,-1.482216567e-01,-2.171895504e-01,-2.998322248e-01,-1.185671315e-01,-5.079328418e-01,-7.530678809e-02,-5.726118684e-01,-2.843654752e-01,7.431288064e-02,1.310789585e-01,8.159026504e-02,-9.202452493e-04,8.634947538e-01,7.266960293e-02,-4.002495843e-04,3.248826042e-02,-1.951592118e-01,-3.857837319e-01,-9.315729886e-02,4.146633744e-01,-5.306056142e-01,-1.299107224e-01,-1.952847838e-01,4.808453321e-01,-2.494007349e-03,-8.778247237e-02,-2.306771725e-01,-9.558819002e-04,-5.890784860e-01,-4.287537038e-01,-4.431983398e-04,-7.117217034e-02,-1.612711549e-01,5.400674343e-01,-7.109082341e-01,-4.268708825e-01,1.852969974e-01,-3.196016699e-02,-3.615951538e-01,1.923783123e-01,-2.100200802e-01,-1.462602466e-01,-1.187616661e-01,4.321282904e-04,4.326988384e-02,2.951754630e-01,6.765226863e-05,-3.829581738e-01,-2.776417136e-02,-3.157932758e-01,8.328422308e-01,-3.134075403e-01,4.265443087e-01,-1.795452535e-01,6.528237462e-01,-3.328529000e-01,-1.769531518e-01,-1.442383677e-01,-8.210919052e-02,-1.168084691e-05,-5.976002812e-01,-2.741792239e-02,-4.763797915e-04,1.393599659e-01,1.012547016e-01,-1.177266762e-01,-5.550249815e-01,1.771484502e-02,-4.214768410e-01,8.055477520e-04,-5.037543178e-01,-2.593801618e-01,1.204193532e-01,1.924934238e-01,2.809244022e-02,1.405471266e-04,-1.365805864e-01,7.486854494e-02,5.945785670e-04,-1.665606350e-01,5.129981637e-01,-3.111135662e-01,-6.629104018e-01,-8.678215742e-01,-6.230543256e-01,-7.757456601e-02,5.872309208e-03,5.101566911e-01,-1.278464943e-01,-2.306713164e-01,-5.961813778e-02,-1.776165154e-04,1.483608335e-01,-2.880962491e-01,-6.230897852e-04,-2.448131293e-01,-4.740073085e-01,5.550200939e-01,-6.318702102e-01,1.076209545e+00,4.437036216e-01,-8.764822036e-02,-1.456851363e-01,3.031830788e-01,-2.312995195e-01,-7.577424496e-02,-1.519543380e-01,3.880988515e-05,-1.316696405e-01,2.273293287e-01,-1.037251321e-03,-1.860433966e-01,-5.537114739e-01,-2.895849943e-01,1.378415585e+00,-1.057714343e+00,1.609713286e-01,-5.306132138e-02,2.278631032e-01,-4.991358817e-01,-7.700375468e-02,-1.330061853e-01,-1.647183001e-01,-3.686908167e-04,-1.610952467e-01,-1.008823365e-01,-2.815599728e-04,3.142217994e-01,2.299400419e-01,-2.351018637e-01,-6.094871163e-01,5.419751406e-01,-3.219818473e-01,-1.216801181e-01,-4.976360202e-01,-3.893115222e-01,1.443950981e-01,1.918595880e-01,-4.972546548e-02,-4.019002372e-04,-4.444540739e-01,-2.359018102e-02,-7.141941460e-04,-1.990711093e-01,-6.787542105e-01,-3.715896904e-01,-7.970327139e-01,2.187270671e-01,-6.135385633e-01,-3.992941231e-02,-2.406914830e-01,6.218825579e-01,-2.001935095e-01,-1.778434813e-01,-1.091883332e-02,-9.002804291e-04,-1.984292418e-01,-2.924759388e-01,-2.106675674e-04,-1.604341865e-01,3.263770044e-01,5.264571309e-01,-4.542073905e-01,-3.664446175e-01,5.035250783e-01,-3.210967481e-01,1.688808799e-01,3.392691016e-01,-2.718262970e-01,-8.347614110e-02,-1.104559898e-01,4.571475802e-05,3.575885296e-01,3.756027520e-01,-2.380490187e-04,-4.802995324e-01,1.372046303e-02,-2.010367364e-01,1.351294160e+00,2.281399071e-01,2.794473171e-01,-1.491828710e-01,1.851008385e-01,-5.171367526e-01,1.314323675e-02,-1.779901236e-01,-1.781657189e-01,-1.145183458e-03,5.250161048e-03,-1.481276751e-01,-3.478034923e-04,5.571027994e-01,5.487295985e-02,-2.338149250e-01,-6.257610321e-01,-3.876116276e-01,-5.104206800e-01,1.688182503e-01,-5.236361623e-01,-3.803912401e-01,1.232459471e-01,3.199669421e-01,1.357373893e-01,-3.842106089e-04,7.163248956e-02,-8.706417866e-03,-7.430976257e-04,-2.100617737e-01,9.169030786e-01,-7.080975771e-01,-4.307422042e-01,1.719245017e-01,-6.965875030e-01,4.246929586e-01,-4.959788620e-01,6.183209419e-01,-3.689109087e-01,-3.674582243e-01,-2.870909274e-01,-3.457490529e-04,-5.837010145e-01,-3.884654939e-01,-5.404744297e-04,-1.109381393e-01,-8.514206409e-01,8.590617776e-01,-2.383022308e-01,-7.464520168e-03,4.917979538e-01,-4.669175148e-01,-3.030036390e-01,1.548722535e-01,-1.616038978e-01,-3.228137270e-02,-4.188088235e-03,8.705170330e-05,1.968063265e-01,4.298746288e-01,-6.044428446e-04,-4.237900972e-01,-4.149957895e-01,-2.458379269e-01,9.760820270e-01,-1.530718356e-01,2.850375175e-01,-1.924743354e-01,7.834099531e-01,-3.372397721e-01,9.294601530e-02,-1.662148982e-01,-1.926644295e-01,-1.402823982e-04,3.421470150e-02,-1.218005270e-01,3.493319964e-04,4.617938399e-01,6.595546007e-02,-1.854216903e-01,-8.337934613e-01,-3.179351091e-01,-4.206634760e-01,-1.067367196e-01,-3.930430710e-01,-2.443953454e-01,2.977158129e-01,1.419717818e-01,4.737958685e-02,-2.286065283e-04,9.181567281e-02,2.413165569e-02,2.043697023e-04,1.668477505e-01,-4.088948071e-01,-5.413488746e-01,-5.929035544e-01,-1.635885984e-02,-8.803708553e-01,-6.112349033e-01,-6.099773645e-01,3.958094418e-01,-4.339451194e-01,-1.893855333e-01,-2.240947485e-01,7.561554230e-05,-1.455991119e-01,-5.101075172e-01,-7.011565613e-04,-2.730168402e-01,4.653645679e-02,7.678485513e-01,6.211904883e-01,7.143324614e-02,5.628795028e-01,1.450851917e+00,-5.845863819e-01,1.550205052e-01,-5.165326595e-01,8.605926484e-02,-4.983872175e-02,-9.386533930e-05,-1.065686122e-01,6.255671382e-01,-6.948581431e-04,-8.486687541e-01,-2.787063271e-02,-4.465569556e-01,3.793393672e-01,-1.423684657e-01,3.476391137e-01,-6.967509389e-01,1.325769186e+00,-2.508353293e-01,3.373812735e-01,-2.862482369e-01,-1.230387986e-01,-9.817166574e-05,-1.194709986e-01,-2.277429402e-01,-3.663177777e-04,6.731017232e-01,1.072169915e-01,-6.003328413e-02,-9.340184927e-01,-2.185622901e-01,-3.703501523e-01,-4.837173820e-01,-5.401420593e-01,-2.478211671e-01,6.895962358e-02,1.984548420e-01,1.315272003e-01,-1.033300068e-03,-2.719347477e-01,-6.004479527e-02,-2.079199185e-04,4.443501830e-01,1.758146584e-01,-4.990889132e-01,-1.554893702e-01,-1.514033508e-02,-7.677221298e-01,6.063036919e-01,-5.899049044e-01,4.497190714e-01,-5.995407701e-01,-4.556156993e-01,-1.714100689e-01,-4.031423014e-04,2.975597084e-01,-4.243390262e-01,4.073106538e-06,3.479845822e-02,-2.059312761e-01,6.011961102e-01,4.898594692e-02,1.885208488e-01,5.246877074e-01,-5.991579294e-01,-3.640747368e-01,1.609253138e-01,6.463373452e-02,1.868139058e-01,-8.724208921e-02,6.343150744e-04,1.890965179e-02,6.277607083e-01,1.980819507e-04,-1.139082193e+00,-2.948247492e-01,-2.924733758e-01,-1.185500249e-01,-1.700782925e-01,1.101564392e-01,-7.753179222e-02,1.145852208e+00,-3.080165386e-01,1.512575001e-01,-1.767805815e-01,-2.213645428e-01,-2.831227030e-04,-3.256455064e-01,-2.317674160e-01,-5.080863484e-04,3.788196445e-01,4.087944329e-02,-8.989717066e-02,-3.010434806e-01,-3.101874590e-01,-2.078562379e-01,-2.696197033e-01,-6.000114083e-01,-1.749739647e-01,-7.262184024e-01,1.699287742e-01,8.343196660e-02,-2.961888094e-04,2.190242261e-01,1.096253693e-01,-1.379859896e-04,4.723711610e-01,2.259645760e-01,-4.972023964e-01,-2.703010142e-01,3.368454054e-02,-7.722932696e-01,1.171037927e-01,-4.384602606e-01,3.377487361e-01,1.521168232e+00,-4.459643364e-01,-1.917785853e-01,-1.001717465e-04,-4.526427686e-01,-5.237768292e-01,-3.335266083e-04,-3.413634598e-01,-1.378918737e-01,5.653164387e-01,2.161096185e-01,-1.148469597e-01,4.827768505e-01,-3.803304434e-01,-5.159873143e-02,1.390880942e-01,-6.923208833e-01,1.384701133e-01,5.537182093e-02,8.000549133e-05,-5.312670395e-02,6.684694290e-01,-1.846300293e-04,-7.640821338e-01,-3.488473296e-01,-3.292191029e-01,-1.568014175e-01,-2.068909258e-02,4.262623191e-02,8.080881089e-02,6.315868497e-01,-2.462613136e-01,-4.182721972e-01,-1.099797934e-01,-2.941044867e-01,-8.109662449e-04,5.588435102e-03,-3.426336050e-01,-3.915131965e-04,3.509927988e-01,-2.340302989e-02,-1.917132549e-02,-3.156915307e-01,-2.057081759e-01,-9.425419569e-02,-1.578716338e-01,-5.503802896e-01,-3.317943811e-01,1.535218239e+00,2.755701542e-01,9.255837649e-02,-6.105484790e-04,-2.755978405e-01,-2.346671186e-02,-6.330520264e-04,5.923945308e-01,1.228346899e-01,-1.994952410e-01,-3.046264350e-01,1.507018059e-01,-5.266584754e-01,1.672457457e-01,-1.806018054e-01,3.033755422e-01,-8.174186349e-01,-4.588113427e-01,-1.573064178e-01,2.944929656e-05,-9.943280369e-02,-5.232588649e-01,2.894269419e-04,-7.634494901e-01,7.978279889e-02,2.427911758e-01,-2.822279185e-02,-2.886342406e-01,3.878963292e-01,-1.911019534e-01,-6.286614537e-01,2.016809732e-01,-5.710344911e-01,2.506040037e-01,-1.061138213e-01,8.244818309e-05,4.113381356e-02,7.273825407e-01,6.546853547e-05,-7.317960262e-01,-2.348790020e-01,-5.455566645e-01,-1.194193289e-01,-2.488374338e-02,-1.844282597e-01,-2.621507831e-02,5.547369123e-01,-1.172172427e-01,-4.624193907e-01,-3.150295615e-01,-1.775483638e-01,3.110688704e-04,5.356190354e-02,-2.686589360e-01,-3.957314766e-04,6.202872396e-01,-2.520139515e-01,2.226677984e-01,-7.458332926e-02,-1.446717530e-01,-1.682558469e-02,-2.902810276e-01,-1.547043771e-01,-3.939853311e-01,-5.266273767e-02,2.315365374e-01,5.570892990e-02,-1.110870653e-04,6.021127850e-02,-1.196539328e-01,-7.887868560e-05,7.406227589e-01,3.054150939e-01,1.833848506e-01,-1.509302258e-01,2.025692910e-02,-3.575988114e-01,-1.948268861e-01,-3.666026294e-01,3.328596354e-01,-1.119232550e-01,-4.924666882e-01,-6.630544066e-01,-9.087852231e-05,-4.402345717e-01,-5.246710181e-01,-5.754901795e-04,-8.971993327e-01,-1.686568558e-01,1.492452174e-01,-1.198381633e-01,-1.414503306e-01,1.040379256e-01,1.328195073e-02,2.045588046e-01,2.328473181e-01,-1.435837597e-01,3.026998937e-01,3.742853105e-01,-5.097998655e-04,1.903516240e-02,9.092264771e-01,-6.227883277e-04,-6.944794059e-01,-1.208371222e-01,2.611239851e-01,-9.516622126e-02,8.200772107e-02,-1.635329425e-02,4.108567536e-02,1.483636945e-01,-1.156679541e-01,-7.948957384e-03,-2.893526554e-01,-1.155542433e-01,2.199434493e-05,8.000506461e-02,-3.516510725e-01,6.725401909e-05,5.686592460e-01,-2.993454039e-01,-8.738957644e-01,-1.611763835e-01,-2.682151198e-01,-7.036712021e-02,-1.995121837e-01,-3.947899640e-01,-2.427613288e-01,1.704469919e-01,-1.228877455e-01,1.146766305e+00,-9.956830181e-04,-2.862200737e-01,-2.039737850e-01,-1.977541106e-04,5.773234367e-01,-2.826696821e-02,-6.488909721e-01,-3.259798512e-02,1.112901792e-02,-3.636061028e-02,-2.024449036e-02,-6.930640340e-02,3.651072383e-01,-2.567033470e-01,-6.214330196e-01,-6.219689250e-01,1.023342717e-03,4.458788782e-02,-2.622361183e-01,-4.746289051e-05,-9.079379439e-01,-7.192365825e-02,5.671607256e-01,-3.135280013e-01,-1.809680909e-01,-1.167368665e-01,-4.338198304e-01,1.753650047e-02,8.577159792e-02,4.897082970e-02,3.630733788e-01,-5.768333077e-01,-5.925536389e-04,4.768759757e-02,5.827815533e-01,-2.684174106e-04,-5.013786554e-01,7.853291184e-02,-5.376923084e-01,-8.640320599e-02,2.117575854e-01,-5.258152261e-02,3.623161614e-01,-2.839161158e-01,-1.535823345e-01,-2.778312862e-01,1.337521523e-01,-2.962945402e-01,1.337502181e-04,-8.659509569e-02,-2.042985708e-01,8.341483190e-04,5.496218204e-01,-2.637125254e-01,3.395200372e-01,-9.360468388e-02,-3.480975926e-01,-1.346631646e-01,-2.499808520e-01,-7.368616015e-02,-3.229764402e-01,9.705568850e-02,-4.374831915e-01,-6.436934471e-01,2.777874761e-04,-4.108856320e-01,-3.957402334e-02,1.968062425e-04,1.005131721e+00,4.277710989e-02,-5.213083625e-01,-3.004576862e-01,-1.492171437e-01,-2.945504524e-02,-6.983478069e-01,7.188746333e-02,2.760971189e-01,-2.656659186e-01,-5.394878387e-01,1.022737622e+00,9.984046919e-04,-4.699463025e-02,-6.681610346e-01,-4.574766208e-04,-6.070230603e-01,-7.683362812e-02,9.845667481e-01,-2.741570473e-01,3.276285017e-03,-5.081113577e-01,3.264546022e-02,1.048413664e-02,1.382936537e-01,1.126963571e-01,-1.026935726e-01,-6.885113716e-01,-4.412714043e-04,2.584172487e-01,9.846987724e-01,3.470708907e-04,-7.419148088e-01,-3.307729587e-02,-5.065713525e-01,8.333328366e-02,1.780036837e-01,1.355759948e-01,2.025178075e-01,-4.793458879e-01,-3.600305691e-02,-2.588340640e-01,8.322247267e-01,-3.780472651e-02,-1.177686849e-03,-8.063815534e-02,-3.652061522e-01,6.114349526e-05,6.051367149e-02,-2.158646584e-01,-2.366311401e-01,-3.491738811e-02,-3.389537930e-01,6.158920377e-02,1.226405501e-01,-1.158807054e-02,-2.722370028e-01,1.746845096e-01,-8.608496785e-01,1.286635160e+00,1.071793449e-04,1.219921187e-01,-1.023269966e-01,-5.364945391e-04,4.840651751e-01,-2.343320698e-01,-3.811239898e-01,3.950534761e-02,-8.115755916e-01,1.524187624e-01,2.081639320e-02,4.606879782e-03,3.092688918e-01,-5.395273492e-02,1.148577452e+00,-9.865096807e-01,-3.468354407e-04,-1.039948836e-01,-3.782772422e-01,2.049237664e-04,-5.950009823e-01,2.212565988e-01,4.208000302e-01,-3.705424070e-01,4.276227355e-01,-3.832409978e-01,-6.343394518e-01,2.094881842e-03,6.106577814e-02,-1.585721225e-01,-3.726163507e-01,1.917369217e-01,-6.452627131e-04,4.483327568e-01,8.370118141e-01,-2.651248360e-04,-7.654093951e-02,-2.047088891e-01,-4.779623747e-01,-7.240844518e-02,3.106448352e-01,-8.272401989e-02,3.363202214e-01,-3.923802078e-01,-4.316928983e-02,-2.769964337e-01,-1.637453586e-01,-8.404703736e-01,-2.823091345e-04,-7.473070621e-01,-4.451751411e-01,4.962423191e-05,-9.428975731e-02,-6.539252400e-02,1.580631137e-01,-1.218265146e-01,-2.343438417e-01,-2.729242481e-02,-6.357675791e-02,-2.299805172e-02,-2.403633147e-01,1.844795644e-01,-1.523550451e-01,-5.143846869e-01,-8.002606337e-04,-1.088197231e-01,-2.816003263e-01,6.731833855e-05,2.879925370e-01,-1.625786871e-01,-3.304115534e-01,-1.622368842e-01,-1.302085876e+00,8.462387919e-01,-2.877043784e-01,-2.388685942e-03,2.285587937e-01,-1.219872758e-01,-5.723008513e-01,1.231912300e-01,-4.617498198e-04,1.032517999e-01,-5.401221514e-01,2.277072053e-04,-7.468730211e-01,4.097064584e-02,3.885419369e-01,-2.188620567e-01,5.237559080e-01,-8.022910953e-01,2.071028203e-01,-1.764926463e-01,1.712600514e-02,-4.558881372e-02,5.792737007e-01,-4.547056556e-01,-1.218528560e-04,4.134424925e-01,9.124533534e-01,-4.331719538e-04,-3.017048538e-01,9.073366225e-02,-1.655742526e-01,-1.268768590e-02,3.338628709e-01,-7.805308104e-01,1.037945226e-01,-2.203465998e-01,4.980475456e-02,-3.321244419e-01,-1.022937074e-01,4.984772801e-01,-2.429567685e-04,-6.889548302e-01,-1.784224808e-01,-4.914031597e-04,4.773105383e-01,-2.535911202e-01,-1.714093536e-01,-1.321003139e-01,1.367257386e-01,3.955226243e-01,-3.638911545e-01,-9.334444068e-03,-2.138405740e-01,-2.935131490e-01,1.177998725e-02,8.039476722e-02,-5.676725777e-05,-3.248536587e-02,-3.976835012e-01,3.193994053e-04,5.344784856e-01,9.101034999e-01,-3.348158300e-01,6.026335433e-02,-2.145796776e+00,-1.943259239e+00,-1.050352335e+00,-2.967289388e-01,2.325089276e-01,3.813219368e-01,-1.076250449e-01,-5.377004147e-01,-6.359675899e-04,-2.835684121e-01,-4.901459813e-01,-3.499596496e-04,-1.009524241e-01,-1.475569487e+00,3.506031036e-01,-5.592992306e-01,7.898313403e-01,5.355600715e-01,4.611283243e-01,3.992593288e-02,3.486789390e-02,-1.704235524e-01,-8.583334088e-02,1.015985832e-01,-6.560316542e-04,3.660079837e-01,5.254182816e-01,-2.892235643e-04,-7.005795240e-01,7.702679634e-01,-1.417080164e-01,7.761318237e-02,4.352599382e-01,6.606563926e-01,6.363147497e-01,-1.523799151e-01,2.454649424e-03,-2.315001637e-01,-6.575901806e-02,6.833956111e-03,-5.421604146e-04,-3.312808871e-01,2.749035060e-01,-4.470288695e-04,-1.449503005e-02,-4.883803129e-01,-1.533918679e-01,-1.048104391e-01,6.145994067e-01,4.046064615e-01,-3.876855969e-01,-5.740643828e-04 +thresholds = 2.214324772e-01,-1.260160327e+00,-9.881508946e-01,-1.393559933e+00,-4.152438603e-03,-1.121492505e+00,-3.522591889e-01,-4.793583415e-03,-1.129294395e+00,-1.134834886e+00,-1.119688153e+00,-2.104534149e+00,-1.227806091e+00,-1.361846328e+00,-1.363776803e+00,-1.636443973e+00 +weights1 = -1.596538275e-01,-3.241510093e-01,-1.179428473e-01,2.011255473e-01,1.038067490e-01,1.079941839e-01,-6.475941278e-03,-2.099147588e-01,-1.209136173e-01,-8.976239711e-03,-1.136041209e-01,1.021164581e-01,-4.784075320e-01,-3.480053693e-02,-8.369430155e-02,-1.447754819e-02,-2.426850200e-01,-1.172432955e-02,-1.492616385e-01,-2.455715239e-01,-1.824845076e-01,-2.216501832e-01,-3.651939929e-01,-1.932717115e-01,-1.835056692e-01,1.046544388e-01,-4.034895822e-02,2.624448948e-02,3.912525997e-02,1.017630380e-02,-1.064089499e-02,1.753002219e-02,-9.864785522e-02,6.135956645e-01,6.710862517e-01,6.900066882e-02,-6.667967439e-01,-5.426069498e-01,5.682546496e-01,7.084117532e-01,7.103865743e-01,3.829599172e-02,6.638703346e-01,-4.610660374e-01,1.853644252e-01,4.534569383e-02,5.480340123e-01,-4.765013754e-01,1.027002856e-01,8.374783397e-02,7.848050594e-01,-4.011940658e-01,-3.999755085e-01,-3.863657117e-01,-1.084582508e-01,-6.088899970e-01,-1.755560637e-01,-6.634679437e-01,-2.510847710e-02,-4.099613056e-02,4.124789536e-01,-1.780037396e-02,2.179585397e-01,-5.585629344e-01,-1.325492263e-01,2.905783355e-01,-1.154422611e-01,-1.401133984e-01,1.717437506e-01,3.080654442e-01,-1.528928429e-01,-1.657737195e-01,-1.284934580e-01,-3.404108807e-02,-1.873963028e-01,2.634354308e-02,1.495776474e-01,-1.417415887e-01,-1.562983990e-01,1.093724146e-01,-9.587525576e-02,-9.223126620e-02,-1.698898077e-01,8.373284340e-02,2.145790961e-03,5.544262007e-03,1.913906038e-01,-5.889045075e-02,4.569707811e-02,2.712471485e-01,1.984858513e-02,-1.997329444e-01,-2.807111442e-01,-3.624581918e-02,1.357889026e-01,2.105965763e-01,-6.531067193e-03,-1.343566030e-01,-1.039008126e-01,2.502175746e-03,5.342200771e-02,1.114101037e-01,-7.025481761e-02,-1.003616154e-01,-1.231081188e-01,-3.878721595e-02,-1.758437157e-01,6.625326723e-02,-3.789463267e-02,-2.364545129e-02,-1.106862798e-01,2.711388469e-02,-5.732826423e-03,1.926908828e-02,-1.391432732e-01,1.132929623e-01,1.019819900e-01,4.427512735e-02,4.848556966e-02,3.881910443e-02,1.737144589e-02,1.149459779e-01,1.581421820e-03,-5.135907605e-02,-5.462599546e-02,-1.006734092e-03,9.381427430e-03,2.890920639e-02,4.076682962e-03,-2.751998007e-01,-1.183119193e-01,-9.422582388e-02,1.785297841e-01,-2.356777899e-02,-3.173846602e-01,-2.488749325e-01,-2.290891558e-01,-8.887440711e-02,-1.240750924e-01,-8.720485866e-02,-5.556232482e-02,-1.468072981e-01,-1.647379994e-01,7.306791842e-02,5.287130550e-02,-1.133251190e-01,-1.644693762e-01,4.134557396e-02,5.528850108e-02,-1.758478880e-01,-2.627597935e-02,-7.529194653e-02,2.254811302e-02,2.419585586e-01,7.134879939e-03,-1.790795662e-02,-2.674708962e-01,-2.899246104e-02,-2.712030411e-01,8.296647668e-02,2.740120544e-05,-5.858253315e-02,-1.146857161e-02,-2.567748353e-02,9.147179872e-02,4.890242592e-02,-7.790116221e-02,-3.951485828e-02,-1.281410158e-01,-5.401945487e-02,-7.137104869e-02,2.500357851e-02,-3.691345826e-02,1.045491919e-02,-6.696245819e-02,5.238486081e-02,-6.121645868e-02,8.536153473e-03,-9.762242436e-02,6.169179082e-02,5.675984547e-02,-8.220697753e-03,3.276525531e-03,9.409111738e-02,4.729111213e-03,6.538382173e-02,4.061758518e-02,-3.324754909e-02,-7.332921028e-02,2.137915790e-02,-1.169841550e-02,6.750138104e-02,-1.407860070e-01,2.435451150e-01,-2.261581421e-01,-8.338882029e-02,1.898408532e-01,2.412053943e-01,-1.546755582e-01,-1.799712628e-01,-8.099351078e-02,-5.170903727e-02,-1.495186090e-01,4.348699450e-01,1.207903847e-01,-8.858301491e-02,-1.488852054e-01,2.497945577e-01,-3.439996392e-02,-1.030047685e-01,-1.414798647e-01,1.200048029e-01,8.533672988e-02,6.863442808e-02,2.236215025e-01,1.571669579e-01,3.069819137e-02,2.131746411e-01,1.635342091e-02,-2.373321503e-01,-1.827833056e-01,-6.772853434e-02,1.824501753e-01,2.029050738e-01,-2.427004650e-02,1.213083509e-02,-6.272792816e-02,-3.212238848e-02,3.536404297e-02,1.681851968e-02,-8.612648584e-03,-3.370494768e-02,-2.666148730e-02,3.654964268e-02,-6.809834857e-03,8.436276019e-02,-1.837908849e-02,-7.564574480e-02,-1.405031513e-02,3.072707728e-02,-1.722679823e-03,-1.263402775e-02,-7.844854891e-02,4.677731544e-02,7.734885812e-02,-1.001369115e-02,3.683592007e-02,1.665136032e-02,2.481910586e-02,9.857949615e-02,-3.304489329e-02,-3.883453831e-02,-7.475709915e-02,-7.013492286e-04,7.993119210e-02,9.715776145e-02,-1.581237465e-02,-1.256820280e-02,-2.763506025e-02,1.588340290e-02,8.149204403e-02,-2.267551422e-02,3.135261312e-02,4.203123972e-03,-1.788529940e-02,-3.587020403e-10,3.951230086e-03,1.522066351e-02,-7.939168252e-03,4.356174916e-02,1.282779314e-02,-8.245324716e-03,7.659126073e-03,3.453704296e-03,1.973919570e-02,-9.359644310e-11,-2.272388153e-02,1.928130724e-02,8.700476028e-03,1.538174041e-02,8.277656161e-04,2.811529487e-02,1.542059239e-02,1.544002094e-03,1.204012893e-02,-9.914998896e-03,2.146911249e-02,2.498193830e-02,5.790553987e-03,-2.801555768e-02,-1.704236493e-02,2.048644004e-03,7.502169348e-03,7.963249460e-03,-3.630156070e-02,3.832864016e-02,2.285700850e-02,1.532206871e-02,1.410917286e-02,-8.123577572e-03,2.242572233e-02,3.589590266e-02,-7.697900757e-03,1.608968340e-02,-1.920239814e-02,8.955007070e-04,-3.501591831e-02,-9.457872249e-03,2.825477719e-02,4.583846033e-02,-3.384811431e-02,1.310881227e-02,-3.165706620e-02,-4.326637834e-02,6.082490552e-03,-2.216578275e-02,1.379196160e-02,2.237015637e-03,-1.067285659e-03,9.771259502e-03,-1.114613265e-01,-3.838052601e-02,-5.869776383e-02,-9.264873713e-02,2.494499236e-01,2.500673532e-01,-7.969120145e-02,-6.722579896e-02,-7.669734210e-02,-2.871922450e-03,-5.655382946e-02,1.540959775e-01,-2.158720046e-02,-1.089498624e-01,-7.608712465e-02,1.843202114e-01,-1.096688025e-02,-3.336213902e-02,-1.332446337e-01,1.761423349e-01,-9.347071871e-03,6.219501048e-02,1.888728514e-02,3.764686733e-02,-3.837050404e-03,1.496168673e-01,-5.622957367e-03,-1.596870124e-01,-6.311812997e-02,-3.520734236e-02,-1.123875454e-01,3.283402622e-01,-1.945351250e-02,-6.638316810e-02,-3.653376922e-02,-1.443795045e-04,9.232158214e-02,9.604009241e-02,-7.941225916e-02,-7.172296941e-02,-8.178345114e-02,-1.012691017e-02,-1.231850758e-01,4.163521901e-02,-6.836284697e-02,5.047301203e-02,-4.775778949e-02,6.279614568e-02,-5.738176405e-02,-4.578577355e-02,-9.914429486e-02,5.296553299e-02,1.181170251e-02,3.091803752e-02,3.332071006e-03,3.854116052e-02,9.899609722e-05,5.039802939e-02,-5.315292999e-02,-1.108994614e-02,-5.379937217e-02,-2.288974263e-02,-2.945881709e-02,6.435547024e-02,-1.221667379e-01,-8.591149747e-02,-8.759633638e-03,-2.756741643e-02,2.228908837e-01,2.258554399e-01,-2.115361989e-01,-1.790580153e-01,3.075938858e-02,-4.858192988e-03,-7.375383377e-02,1.948623657e-01,-2.759840572e-03,-4.538499191e-02,-1.043741964e-02,1.769392490e-01,2.061066926e-01,-1.474711448e-01,-1.130385231e-02,2.328890748e-02,1.138416082e-01,6.600583345e-02,-4.936201870e-01,-3.184072301e-02,-5.356773734e-02,2.430606186e-01,-1.659012772e-02,-7.992400974e-02,-5.995375663e-02,-2.366660535e-02,-1.018867970e+00,1.315822601e-01,-4.103219882e-02,3.080509305e-01,5.477002263e-01,-1.131987385e-02,-1.167357326e+00,-1.280791879e+00,3.009197712e-01,4.579537809e-01,5.321867466e-01,2.862754278e-02,6.079235077e-01,-7.675407529e-01,4.754203856e-01,2.675793832e-03,4.358229339e-01,-9.160267711e-01,2.272859812e-01,4.351626709e-02,5.005512238e-01,-5.561309457e-01,-4.584151506e-01,-4.635292888e-01,-3.936047107e-02,-9.156560302e-01,-1.210524440e-01,-1.318415642e+00,-2.286844328e-02,-2.479406446e-02,2.303964347e-01,-1.777617820e-02,-1.389433146e-01,-1.246040940e+00,4.111262504e-03,1.080732793e-02,-1.977679133e-02,1.684440672e-02,-1.179002784e-02,8.321822621e-03,1.004002336e-02,-1.632150635e-02,3.023423254e-02,-3.075813316e-02,4.147896543e-03,-2.305609176e-10,-5.090000108e-02,2.248083614e-02,1.778896712e-02,3.236697614e-02,2.698890492e-02,-3.062472492e-02,-1.188269537e-02,-6.325227767e-02,-1.904016174e-02,-7.927210070e-03,-2.467036434e-02,-6.150519010e-03,-4.010876268e-02,-3.168453276e-02,-1.514929626e-02,4.389405623e-02,3.040722013e-02,-6.308076903e-03,8.285741322e-03,-3.573791590e-03,2.420072444e-02,-3.907615319e-03,-7.175617878e-10,-5.382614210e-03,-1.584888063e-02,-3.522290662e-02,8.245780133e-03,4.212184250e-02,1.745473035e-02,-1.055575183e-09,6.994494796e-02,-2.327908762e-02,-1.759251696e-03,1.185840368e-02,2.987252548e-02,1.098689064e-02,-1.421347167e-02,3.417091444e-02,1.671365276e-02,-2.633082122e-02,1.754176803e-02,7.664890029e-03,-2.291699313e-02,1.484293118e-02,-2.082068287e-02,1.052668877e-02,-2.165578492e-02,4.278303310e-02,3.033708781e-02,-2.082860842e-02,-4.112956300e-02,1.252884045e-02,-6.491260231e-02,2.402231097e-01,-2.923040593e-04,-7.597208023e-02,-6.571611762e-02,-2.062360644e-01,-1.259428076e-02,2.750704065e-02,-2.446352504e-02,-6.669099629e-02,-9.125500917e-02,-6.307340264e-01,1.923735291e-01,1.125379279e-02,-3.107328713e-02,-4.754973650e-01,-4.943902791e-02,-1.475439221e-01,3.013421781e-02,-2.804307938e-01,-3.036773205e-01,-5.510287881e-01,-6.815075874e-02,-3.067729771e-01,-6.687832624e-02,-2.484565973e-01,1.457849704e-02,-1.403289009e-02,2.967827767e-02,-3.539768606e-02,-7.303448766e-02,-5.097918510e-01,4.354528210e-05,2.025678754e-01,1.327869296e-01,-1.210786495e-02,-6.158956289e-01,-4.306782186e-01,1.160130873e-01,2.246921211e-01,2.236556858e-01,-2.628585882e-02,1.537795216e-01,-1.693542898e-01,1.649183333e-01,8.404730245e-10,1.866053194e-01,-2.647990882e-01,9.221614897e-02,2.463671844e-04,1.608667821e-01,-2.056796253e-01,-1.448785663e-01,-1.259406507e-01,8.343835175e-02,-3.425866067e-01,2.128328942e-02,-4.394056499e-01,-6.267391890e-02,4.894144461e-02,1.110294685e-01,-2.508845925e-02,1.479035765e-01,-4.657058716e-01,-1.639035195e-01,-6.503935903e-02,-6.761743128e-02,-2.293189801e-02,1.406214386e-01,2.145697623e-01,-1.350163221e-01,-1.228996813e-01,-1.074400321e-01,5.905338563e-03,-3.490095586e-02,2.222750187e-01,-1.746584177e-01,-6.027835235e-02,-4.879292846e-02,1.980776340e-01,-2.006147802e-01,-3.174838424e-02,-6.843999028e-02,-2.470292337e-02,3.872400150e-02,1.185983606e-02,1.826239377e-01,1.194067374e-01,-3.352227435e-02,2.322260737e-01,-2.275208011e-02,-1.577603668e-01,-1.507446617e-01,-6.403596699e-02,1.388082206e-01,1.179232523e-01,4.288279638e-02,-1.289575547e-01,-1.144689322e-01,4.891094565e-02,3.161090612e-02,1.411303729e-01,-3.887379915e-02,-8.635780215e-02,-6.841604412e-02,-1.082047529e-04,-7.273539156e-02,5.428675562e-02,-1.550376508e-02,2.188084833e-02,-5.902339891e-02,1.498916931e-02,-1.901667193e-02,-3.167523444e-02,-1.229855865e-01,5.897787586e-02,4.170645028e-02,3.641911224e-02,5.440758076e-03,4.422502220e-02,-5.009950697e-02,1.120634302e-01,-8.313793689e-03,5.172770005e-03,-2.053785324e-02,-2.553087464e-10,4.015192017e-02,1.133537292e-01,2.188842297e-01,-1.099878252e-01,2.138453163e-02,7.221771032e-02,-2.959128916e-01,-3.223303258e-01,7.232230902e-02,6.792841852e-02,2.767817862e-02,-3.925607726e-02,4.900075868e-02,-4.741854370e-01,-4.010735452e-01,1.589309424e-02,1.057468634e-02,-3.545504212e-01,-1.756097078e-01,-1.086425781e-01,4.039513320e-02,-1.984809339e-01,-2.967512608e-01,-3.093620539e-01,-1.372923404e-01,-3.073489368e-01,-2.330063134e-01,-3.823953271e-01,1.424715389e-02,2.786517143e-01,3.049125150e-02,1.890613139e-02,4.748982564e-02,-3.255108297e-01,2.037835121e-01,3.668110818e-03,-4.462587461e-02,-5.870684981e-03,-1.901172847e-01,-1.647524536e-01,-9.403477609e-02,-1.383984089e-02,-5.957477540e-02,8.227688819e-02,-2.267702669e-02,-1.738265455e-01,-5.325487629e-02,-1.164616551e-02,-6.223438680e-02,-2.001918703e-01,-5.726115033e-02,2.180279978e-02,-5.126978736e-03,-9.948351979e-02,-7.836838067e-02,-1.530691087e-01,1.982056163e-02,-1.937555075e-01,-2.416468598e-02,-2.903561890e-01,-1.897517964e-02,3.718996942e-01,-6.059384346e-02,-4.923696443e-02,4.698163643e-02,-2.287018746e-01,-1.748243696e-03,3.788545430e-01,1.949378550e-01,-4.699213058e-02,-1.043655947e-01,-1.073043421e-01,-6.052694283e-03,2.369988412e-01,1.484210044e-01,3.356578946e-02,2.462106943e-01,-2.842943370e-01,5.131301880e-01,1.225609034e-01,2.309702784e-01,-3.129880130e-01,2.461271435e-01,6.216706336e-02,1.687590182e-01,-3.460363150e-01,-3.183341622e-01,-3.231614828e-01,-1.108478308e-01,-3.782916963e-01,-1.398942471e-01,-2.062234879e-01,-2.787819505e-02,7.545227557e-02,6.411530077e-02,4.021099210e-02,-8.346174657e-02,-1.463582069e-01,1.039315967e-09,9.209703654e-02,5.154561996e-02,-7.720762864e-03,-6.500032544e-02,-9.031253308e-02,5.710270628e-02,1.055340394e-01,4.099732637e-02,-1.090432331e-02,8.312481642e-02,-3.703068197e-02,6.657118350e-02,-3.873271981e-10,2.793822996e-02,-1.640124805e-02,6.573604420e-03,1.358453091e-02,1.107727513e-01,-8.693033457e-02,-5.919014290e-02,9.655782022e-03,-2.924197121e-03,-2.629507333e-02,-3.760101646e-02,-6.400994956e-02,2.994411252e-02,-9.766291827e-03,1.712573692e-02,-3.923839889e-03,2.889379486e-02,-8.730004728e-02,-2.300481498e-01,-6.420119405e-01,-8.079110086e-02,1.692303084e-02,3.877965808e-01,4.237522781e-01,-9.868623456e-04,-1.158960536e-01,-7.209821790e-02,-4.336069524e-02,2.001854219e-02,2.981597781e-01,-3.057087362e-01,-4.598132148e-02,-2.800258622e-02,2.544620335e-01,-7.570144534e-02,-1.993416995e-02,-5.379772559e-02,1.474610716e-01,1.472108066e-01,1.300721616e-01,-1.570280045e-01,3.035861067e-02,6.800369918e-02,2.886470258e-01,-1.175992193e-09,-2.479234785e-01,6.984151900e-02,1.210499275e-02,1.175236925e-01,3.847903907e-01,3.823156003e-03,-3.802536288e-03,-2.401470020e-02,5.523056607e-04,9.041494131e-02,3.725447506e-02,-4.493023083e-02,-6.816029549e-02,-3.411411494e-02,-2.875332022e-03,-3.669667616e-02,1.382280234e-02,-1.452366007e-03,-2.479864471e-02,-8.065044880e-02,9.695320390e-03,-8.196337521e-02,3.197945282e-02,-6.872821599e-02,-3.728421638e-03,-2.254421124e-03,5.222013965e-02,-3.375319764e-02,2.399470843e-02,4.439033568e-02,5.896903574e-02,-1.269322541e-02,-2.188057639e-03,-6.301002204e-02,-2.932970226e-02,-5.802839994e-03,7.140902430e-02,9.729377925e-02,1.167893186e-01,8.360121399e-02,1.819354109e-02,-1.945250481e-01,-4.582214355e-01,5.655724183e-02,5.855219439e-02,1.152733117e-01,1.952518825e-03,1.529736258e-02,-5.838235617e-01,2.199985534e-01,1.636606827e-02,-9.316901676e-03,-4.581122994e-01,2.317563742e-01,-2.533139475e-02,-1.959646121e-02,-3.120280206e-01,-3.349350989e-01,-4.146091938e-01,-3.256233633e-01,-3.809121549e-01,-1.002294421e-01,-2.788069248e-01,1.887092181e-02,2.236720324e-01,-6.512503326e-02,3.674379317e-03,-2.667289078e-01,-2.936378419e-01,4.650893807e-02,4.858557135e-02,4.940489680e-02,-2.149096504e-02,-1.636185944e-01,-1.906947941e-01,2.635958232e-02,8.856050670e-02,6.366309524e-02,1.892168634e-02,9.701839089e-02,-1.617343277e-01,8.251207322e-02,9.117824273e-10,7.697982341e-02,-1.416732073e-01,9.519091109e-04,-8.567188866e-03,1.053744778e-01,-1.332833618e-01,-1.267561018e-01,-5.280511826e-02,-1.405102853e-02,-1.636833102e-01,-1.249634568e-02,-2.003044784e-01,-2.344665118e-02,1.167028844e-01,1.031096838e-02,1.982839406e-02,3.702500463e-02,-1.721756160e-01,-1.281564534e-01,-9.639475495e-02,-4.056710750e-02,-7.505381480e-03,1.275177598e-01,1.349215955e-01,-1.427705735e-01,-4.175034910e-02,-2.617445588e-02,-1.231981348e-02,-7.854515314e-02,1.968937218e-01,1.380338222e-01,-9.563441575e-02,-1.422837749e-02,2.021004260e-01,6.563673168e-02,5.817522178e-04,-3.967373446e-02,2.594574355e-02,3.043962270e-02,-2.092687041e-02,-1.795263775e-02,2.253281027e-01,-1.228143809e-09,1.555741280e-01,8.757071570e-03,-1.116137728e-01,-8.683568984e-02,-7.774587139e-04,-9.420370311e-02,1.526844651e-01,-1.415544283e-02,-1.298295408e-01,-4.254291579e-02,-1.960508525e-03,3.708455339e-02,1.391037107e-01,-6.725441664e-02,-8.811213821e-02,-7.846170664e-02,-3.388096392e-02,-1.150738448e-01,9.576778859e-02,-4.685487598e-02,-2.863552235e-02,-6.751948595e-02,1.138037443e-01,-6.885845959e-02,-9.614990093e-03,-7.433989644e-02,1.301942468e-01,5.847143754e-02,-2.423382923e-02,-8.664115332e-03,1.038153842e-01,6.979553495e-03,1.114503667e-01,-3.667736426e-02,-4.413123056e-02,-7.917315699e-03,2.379228681e-04,-8.274471015e-02,1.176706403e-01,-5.344778299e-02,3.065685630e-01,1.376734525e-01,-1.974923536e-02,-1.653207541e-01,-2.066320479e-01,1.168155298e-02,2.230076790e-01,1.107902974e-01,8.299263567e-02,1.174519062e-01,-7.753988355e-02,3.468855321e-01,1.781936735e-02,9.876578301e-02,-3.549450636e-01,7.481114566e-02,9.079723805e-02,2.900254354e-02,-2.168175131e-01,-1.904474199e-01,-2.367848903e-01,-5.513529107e-02,-2.861104310e-01,-1.307341307e-01,-2.466932237e-01,-1.381062157e-02,3.953110799e-02,2.226353064e-02,-3.036396205e-02,-9.484559298e-02,-1.879405975e-01,-3.140045702e-02,7.552022487e-02,6.020213291e-02,3.943855315e-02,-5.926796794e-02,-1.642730385e-01,-3.496298939e-02,4.847823828e-02,1.159690786e-02,4.177728988e-05,6.363578141e-02,-8.364445716e-02,6.109629199e-02,-3.518221900e-02,2.729998156e-02,-4.903689772e-02,-5.168201029e-02,2.684916556e-02,8.237264305e-02,-3.749521077e-02,-5.294111371e-02,-2.792561799e-02,-5.046798289e-02,-7.530392706e-02,1.699728519e-02,-1.246604323e-01,2.312654629e-02,2.952007949e-02,-1.293832809e-02,-1.261473726e-02,1.172411721e-02,-1.399150491e-01 +biases1 = -3.914558589e-01,4.351108968e-01,2.208435237e-01,3.207075223e-02,-1.114874929e-01,-4.478372335e-01,4.628052413e-01,5.702847838e-01,4.570412338e-01,-3.675765917e-02,5.273460150e-01,-4.227410257e-01,-3.243302107e-01,-3.914163634e-02,4.398807287e-01,-3.564620912e-01,-7.345374674e-02,-2.113407254e-01,6.031361818e-01,-1.907867044e-01,-3.408730924e-01,-1.970552355e-01,5.953741819e-02,-2.524043620e-01,-1.201384962e-01,-4.187265337e-01,-3.641245142e-02,-6.165335178e-01,4.119600356e-01,-1.782375155e-03,3.484275043e-01,-3.922209442e-01 +weights2 = 1.627593488e-01,-1.522706002e-01,-7.179361582e-02,-1.155889779e-01,1.796914935e-01,2.242589295e-01,-8.708883077e-02,-5.637995526e-02,-1.155087277e-01,5.610411614e-02,-1.187526584e-01,1.864149272e-01,-1.098680422e-01,3.800689956e-05,-9.484449029e-02,1.120809317e-01,-1.063923016e-01,1.077850014e-01,-1.104501635e-01,2.043417096e-02,-6.290630437e-03,2.629938126e-01,-2.013969719e-01,1.561975181e-01,8.071329445e-02,1.622169018e-01,-4.939552127e-06,2.231344432e-01,-7.664893568e-02,-8.778999472e-05,-1.543180496e-01,7.968994230e-02 +biases2 = 9.876741469e-02 diff --git a/params/D00111.001.txt b/params/D00111.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..4af4608ac1e6bbfad966e3e1f9b4f7938a2c7e2b --- /dev/null +++ b/params/D00111.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -9.060091525e-02,6.981651299e-03,1.310386956e-01,7.146123797e-02,-4.000922665e-02,-1.159152910e-01,-9.198439866e-02,-3.558729589e-02,-8.450285532e-03,4.259068519e-02,3.126965463e-02,-4.384861328e-03,7.387985475e-03,2.241286635e-01,1.404329576e-02,1.024361998e-01,2.681422047e-02,-5.906012654e-02,-1.158231497e-01,-1.899680346e-01,-1.579130068e-02,-5.979869980e-03,-2.597185075e-01,-1.218690947e-01,4.617195949e-02,-1.727116555e-01,-3.675564006e-02,-6.410724670e-02,-1.879619211e-01,-1.288167089e-01,-1.848775446e-01,-2.172415406e-01,3.114317916e-02,-3.787789494e-02,-1.089934185e-01,-1.743635386e-01,-9.298869967e-02,7.688321173e-02,-9.626823664e-02,-1.763034612e-02,3.799084947e-02,-6.206478551e-02,-1.037489250e-01,-1.230662316e-01,-3.213090450e-02,-1.260791123e-01,-2.078957297e-02,2.972092666e-02,5.292483838e-04,2.182815969e-02,-1.446294934e-01,-2.114425227e-02,-9.277415462e-03,3.776747268e-03,2.258007228e-01,-4.941851646e-02,-1.161980256e-01,-6.683169305e-02,-1.943297982e-01,6.328620762e-02,-4.424181953e-02,-7.099951059e-02,2.199299261e-02,-1.689060181e-01,-1.324617416e-01,6.753461063e-02,-2.859356999e-02,9.555919468e-02,1.120352969e-01,-1.476518065e-01,2.484048605e-01,-1.808809489e-02,-6.660376489e-02,-3.915601969e-02,8.299181610e-02,5.796254054e-02,-6.672247499e-02,-1.019757465e-01,-2.723439932e-01,1.557524223e-02,2.946647815e-02,-7.100322098e-02,-7.602237165e-02,-1.293408126e-01,-1.704320312e-01,6.619641185e-02,-2.434262335e-01,-4.468042031e-02,8.306005597e-02,-1.238287911e-01,-5.793294683e-02,-5.432080105e-02,-1.007625163e-01,-7.652924210e-02,-6.425769627e-02,-1.579799652e-01,3.946723789e-02,-5.594506487e-02,4.213007167e-02,-9.520792216e-02,-5.470811389e-03,4.797074571e-02,-1.656867862e-01,-1.187011823e-01,-5.373683292e-03,-1.160350218e-01,-1.343562454e-01,-1.091365293e-01,-1.286615059e-02,8.437471837e-02,-2.748719752e-01,9.241738357e-03,3.132408485e-02,-8.204211481e-03,-1.764521748e-01,-1.839310229e-01,-9.464487433e-02,-9.241888300e-03,-5.988768861e-02,-4.459479824e-02,-5.148915946e-02,1.883872785e-02,-1.947193742e-01,-2.246106975e-02,-7.635440677e-02,-7.490036078e-03,4.436941147e-01,-1.224688962e-01,-1.404807121e-01,-4.551539198e-02,6.717720628e-02,-2.619921975e-02,-4.186554998e-02,-2.247226536e-01,4.446627945e-02,7.344450802e-02,-5.628363416e-02,1.527105719e-01,-1.099154651e-01,-7.905083150e-02,-3.210853040e-02,-1.658541560e-01,3.781586289e-01,-3.736854345e-02,5.854558572e-02,-6.836929172e-02,-1.357314587e-01,-1.114385128e-01,-1.748706102e-01,4.259527102e-02,-2.318945378e-01,-1.768721044e-01,1.977345906e-02,-2.529582083e-01,-1.587436646e-01,-8.049988747e-02,-2.164040208e-01,-9.648252279e-03,-1.774113476e-01,-1.472136825e-01,2.210839093e-02,7.425128669e-02,3.960240632e-02,4.098776355e-02,8.918751776e-02,1.006032676e-01,1.361820996e-01,-3.903287649e-02,8.212363347e-03,2.175284550e-02,4.738736432e-03,-3.346342221e-02,1.873266697e-02,5.461816490e-02,-1.695489138e-01,3.108554706e-02,2.782442234e-02,-2.725345083e-02,-2.099311352e-01,-2.159774601e-01,-3.082007542e-02,3.914184868e-02,-1.702664942e-01,-8.353174478e-02,-1.322573703e-02,-1.814789623e-01,-3.946242854e-02,6.458289176e-02,-2.766834199e-02,1.978482306e-02,-2.004010528e-01,-9.981227666e-02,-9.625560045e-02,-2.922248840e-02,-5.105613172e-02,-3.342786059e-02,-5.195835605e-03,-1.709843427e-01,-2.771272361e-01,-2.727108002e-01,-2.273432165e-02,-3.440798521e-01,-2.042145878e-01,3.250451759e-02,-4.338243976e-02,1.471819282e-01,4.798883945e-02,1.029338613e-01,6.158084050e-02,-8.114385605e-02,-1.191087887e-01,-2.262650281e-01,-1.596927941e-01,7.612609118e-02,-8.694586158e-02,-1.839547753e-01,4.060387146e-03,-2.094298154e-01,-2.663720548e-01,-9.657239169e-02,-2.120509744e-01,-1.026982889e-01,-2.042415589e-01,-2.243830413e-01,2.285522223e-02,-3.358982131e-02,-4.172397777e-02,2.547437558e-03,7.194352336e-03,1.649932563e-02,8.056776226e-02,-7.938040048e-02,1.508487388e-02,4.587349296e-02,-3.442254066e-01,-8.661340177e-02,-2.526079491e-02,-1.032017842e-01,1.787493527e-01,-6.275502592e-02,-2.056585811e-02,7.465686649e-02,-2.637516335e-02,-5.700010434e-02,-4.459985357e-04,3.645887226e-02,6.300380081e-02,3.093818724e-01,-3.873898834e-02,2.476526499e-01,5.112254024e-01,2.387492545e-02,2.367931418e-02,-4.341435805e-02,-1.917247772e-01,-6.940278411e-02,-8.229210228e-02,-6.341249496e-02,-2.232590020e-01,-3.264566064e-01,-1.444807351e-01,-1.214415953e-01,1.155064404e-01,3.828542233e-01,-1.612849906e-02,3.563884199e-01,5.298482776e-01,-1.886083558e-02,-2.694281936e-01,5.751798302e-02,-7.681953907e-02,-2.756218016e-01,2.663358673e-02,-6.108625606e-02,-1.942977160e-01,-3.357883692e-01,-1.360988170e-01,8.243206143e-02,-1.756284088e-01,-2.842989266e-01,3.046279307e-03,-2.493865192e-01,-2.833530009e-01,-6.802000105e-02,-1.915791780e-01,-9.858505428e-02,-1.027953997e-01,-1.806743592e-01,1.188811753e-02,-8.067566901e-02,-1.667103320e-01,-2.636630237e-01,-1.873295009e-01,4.961516708e-02,-1.114920527e-01,-1.483793408e-01,7.380054891e-02,-2.080847174e-01,-3.096721172e-01,-8.494032919e-02,-2.626281083e-01,-4.960269667e-03,8.364950120e-02,-2.419791520e-01,1.202819124e-02,1.369954050e-01,3.460229039e-01,6.126015782e-01,3.090404868e-01,-5.199457332e-02,-4.932157323e-02,-1.765284687e-01,-1.002124101e-01,-1.589570493e-01,-2.398236543e-01,4.395439103e-02,4.656453133e-01,-5.539969727e-02,-7.211466134e-02,4.437658191e-01,-5.188872293e-02,1.362586170e-01,4.462063313e-01,5.552579165e-01,2.929264903e-01,-1.139225066e-01,-1.742198616e-01,-2.028254718e-01,-1.276280284e-01,-2.008573264e-01,-2.155179977e-01,4.857107624e-02,4.418631196e-01,-6.783352047e-02,3.338022903e-02,3.935005963e-01,2.032237127e-02,-8.064275235e-02,-2.333344668e-01,-3.315722644e-01,-1.563034356e-01,5.244639516e-02,-9.382961690e-02,-9.155392647e-02,2.268220065e-03,-2.550066113e-01,-2.612279654e-01,-4.053943232e-02,-2.820696831e-01,1.310167369e-02,-1.044180617e-01,-2.162288874e-01,5.335809663e-02,-6.218588725e-02,-2.481264621e-01,-2.405347675e-01,-1.480138153e-01,-7.586556952e-03,7.183970511e-02,2.233920842e-01,1.684395969e-01,2.287016660e-01,3.402132988e-01,-9.196799994e-02,-3.022210002e-01,3.138360381e-02,-2.316339873e-02,-2.398881912e-01,-5.320260301e-02,-6.163700297e-02,-2.030151784e-01,-2.963764966e-01,-1.465007067e-01,2.746652626e-02,-2.401632257e-02,-1.550531834e-01,-8.304347098e-02,-3.174392134e-02,-1.680025160e-01,-4.321559146e-02,-1.152168289e-01,-7.837977260e-02,-7.342484593e-02,-1.922217906e-01,-2.802107111e-02,1.322618313e-02,-1.266501695e-01,-2.422253340e-01,-5.637560412e-02,-9.528821707e-02,-6.974089891e-03,1.299234107e-02,-2.619219720e-01,-1.001559496e-01,-1.706293523e-01,-1.011354551e-01,4.197178185e-01,6.385688484e-02,3.779176623e-02,-2.015542425e-02,3.680526977e-03,-7.742152363e-02,-1.655042917e-01,-2.372982055e-01,-1.671869308e-01,5.410852656e-02,-2.489939332e-01,-1.522203833e-01,1.330061350e-02,-1.510486454e-01,-3.090514839e-01,-6.486245245e-02,-3.094190657e-01,-7.292573899e-02,-1.607753932e-01,-2.757195532e-01,4.681590013e-03,6.241627410e-02,2.545171976e-01,4.911911488e-01,1.910662204e-01,-5.228259787e-02,9.397315979e-02,1.838997705e-04,2.553749979e-01,1.193919107e-01,2.277837098e-01,7.502190024e-02,-1.350489259e-01,4.324976355e-03,2.242423780e-02,1.698914915e-01,-1.231406070e-02,-6.622072309e-02,-2.016121298e-01,-3.252685666e-01,-1.257437617e-01,5.278702080e-02,-5.930251628e-02,-8.726435155e-02,-4.618933052e-02,-1.274543703e-01,-5.206262693e-02,-3.672126681e-02,-2.321824878e-01,-9.689847380e-02,-6.843557209e-02,-1.280611604e-01,-1.948001795e-02,-3.308802098e-02,3.373524174e-02,2.876716666e-03,-4.330441728e-02,-1.209782735e-01,-2.140658647e-01,-1.180814207e-02,-8.892489970e-02,-6.198025867e-02,-5.910256505e-02,-5.587621592e-03,-2.689737976e-01,-3.865141422e-02,-8.818020672e-02,-8.633673191e-02,2.961936034e-02,-5.638262630e-02,-2.682062089e-01,-2.236458957e-01,-1.325071305e-01,2.245733887e-02,-2.250586748e-01,-2.027319074e-01,1.392268836e-01,-2.189868093e-01,-1.888763607e-01,-6.437386572e-02,-1.994135976e-01,-4.330120236e-02,-3.030526266e-02,-2.818174660e-01,-3.047877923e-02,5.437581614e-02,5.930464715e-02,9.483346366e-04,7.249339670e-02,6.863756105e-03,-1.561657339e-01,-4.372083023e-02,1.829745471e-01,-5.319506675e-02,-7.904078066e-02,-9.728172421e-02,4.513500929e-01,6.061948836e-02,2.669177204e-02,1.741603315e-01,-1.305662468e-02,-3.325644508e-02,-6.416380405e-02,-9.355131537e-02,-5.530462787e-02,4.973541573e-02,3.735335767e-01,3.172842413e-02,-2.734882832e-01,7.533129305e-02,2.369433269e-02,4.044120386e-02,-2.408791929e-01,-8.037212491e-02,-7.709140331e-02,-6.156272441e-02,-5.406585336e-02,-6.056828052e-02,-8.531212062e-02,-8.793880045e-02,-2.546611242e-02,1.483877655e-03,4.081378579e-01,-1.413345039e-01,-1.856331378e-01,-1.905134320e-01,-1.347414702e-01,-1.011068597e-01,-2.105169445e-01,-5.020874739e-02,-2.194017917e-02,-7.461334765e-02,2.603508532e-02,-2.494350262e-02,-2.433250844e-01,-9.228583425e-02,-1.221505031e-01,8.372399956e-02,-2.482537329e-01,-1.328501403e-01,4.635735154e-01,-2.198265493e-01,-2.893218696e-01,-1.313308775e-01,-1.251544207e-01,-6.574144214e-02,-1.786747761e-02,-1.734786034e-01,1.576954685e-02,6.938310713e-02,-9.568061680e-02,-8.488388360e-02,2.490616590e-02,-7.305454463e-02,-2.505808771e-01,-4.026583862e-03,-1.015850157e-01,-2.987606823e-01,-2.747980952e-01,-1.443045288e-01,8.055579662e-02,8.907343447e-02,-5.894796178e-02,3.819699958e-02,-2.036249451e-02,-5.335754156e-02,1.858011782e-01,-4.896346107e-02,-3.485459089e-02,-5.327482522e-02,-1.304309964e-01,5.178688467e-02,-2.170086056e-01,4.495862424e-01,3.953455687e-01,2.493886203e-01,-1.549440669e-03,-7.531847060e-02,-7.075308263e-02,-4.427804798e-02,-1.648017392e-02,-1.672877185e-02,6.362719089e-02,-4.041871987e-03,-4.656612128e-02,5.197908729e-03,-1.198887127e-03,-1.632883102e-01,-5.224912986e-02,3.567457795e-01,3.507258892e-01,2.873658538e-01,-4.670524225e-02,-6.223743409e-02,2.191301621e-02,-6.517767906e-02,2.438277239e-03,-4.220341519e-02,-2.452556342e-01,-2.646659911e-01,-9.307613969e-02,2.019387484e-02,-2.186372727e-01,-2.113202214e-01,7.156299800e-02,-2.525447309e-01,-3.729263246e-01,-1.222069040e-01,-9.082385153e-02,-7.938309759e-02,-3.641100973e-02,-2.504337430e-01,1.009206288e-02,1.710510999e-02,-1.882345825e-01,5.129208788e-02,-4.177788738e-03,-1.205225065e-01,2.588427663e-01,-2.378441691e-01,-4.708367959e-02,-3.042513728e-01,-4.074277580e-01,-1.538660675e-01,-2.055585757e-02,5.373400822e-02,-7.247337699e-02,-2.292117178e-01,-2.790655568e-02,-2.641867660e-02,1.314725429e-01,-9.804555029e-02,-1.417508442e-02,5.305506289e-02,-2.600472867e-01,3.854508400e-01,-1.366757043e-02,-5.952144787e-02,1.262407601e-01,-1.392033547e-01,-9.794098139e-02,-1.369935367e-02,-8.238640428e-02,2.900905609e-01,6.728494191e-04,-8.224888146e-02,2.484018207e-01,-2.719222605e-01,5.315350834e-03,1.957092807e-02,-1.059661806e-01,4.765672684e-01,-1.294561327e-01,2.043869346e-01,1.723368019e-01,2.979019843e-02,-1.556471586e-01,-2.914366312e-02,-3.620269895e-02,2.659373283e-01,-1.386836357e-02,3.220207989e-03,-2.043086141e-01,-1.905005872e-01,-5.216694996e-02,-1.659386791e-02,-1.086564586e-01,-2.078839540e-01,-2.867714502e-02,-3.239097893e-01,-3.186482787e-01,-1.175828651e-01,-7.464782149e-02,-5.658092722e-02,-6.209149957e-02,-2.487143427e-01,-4.409350827e-02,-5.006640032e-02,-7.267420739e-02,-7.297011465e-02,3.076029383e-02,-2.373269200e-02,8.213625848e-02,-2.252312154e-01,7.484934479e-02,2.187979966e-01,1.613113582e-01,1.463753283e-01,-5.619418994e-02,6.905484945e-02,-1.815446652e-02,-1.694801301e-01,2.464475296e-02,6.101212278e-02,-2.089463621e-01,2.216586471e-01,-1.426679045e-01,-2.104465291e-02,-8.857499063e-02,-2.699452639e-01,4.285730049e-02,-3.581739366e-01,-3.182290792e-01,-1.868166775e-01,2.938478626e-02,-8.531581610e-02,-5.225935951e-02,-1.008861586e-01,6.138641387e-03,2.574153058e-02,-2.488898933e-01,2.529992461e-01,-2.853531241e-01,-2.459503245e-03,-4.716162384e-02,6.367739290e-03,-7.860068232e-02,-2.188941240e-01,-2.109345496e-01,-8.495552838e-02,5.590961874e-02,-3.197658807e-02,-5.731643364e-02,-1.239757892e-02,-4.699321464e-02,2.434481867e-03,-2.178727537e-01,-2.704184949e-01,-4.965266958e-02,-5.315662175e-02,-7.322575897e-02,-2.714491487e-01,1.267774682e-02,-2.478802353e-01,-1.263091713e-01,-9.047374129e-02,-1.241482049e-01,-3.804654628e-02,-1.005441621e-01,-3.119298220e-01,-5.262226611e-02,-6.045006216e-02,2.492819279e-01,-3.859785497e-01,-3.398885718e-03,-1.690691710e-01,7.543189824e-02,1.832794249e-01,1.488690823e-02,2.897617519e-01,1.871179342e-01,1.532268971e-01,-9.087770432e-02,1.013116390e-01,1.240001712e-02,7.127785683e-02,6.134186685e-02,-3.537518904e-02,-2.219076641e-02,8.971870691e-02,1.809640229e-01,1.838652790e-01,-1.762061268e-01,-1.443415433e-01,1.031483896e-02,-8.324036747e-02,-1.533970833e-01,-1.055431291e-01,-9.826808423e-02,-1.319667399e-01,-2.280307934e-02,-1.086142845e-03,-5.192908272e-02,-4.612970352e-02,-6.118202209e-02,1.691327691e-01,1.537239701e-01,-5.806069821e-03,-2.001350224e-01,-1.177707464e-01,-8.734417707e-02,1.391283353e-03,-3.444033861e-02,6.990259141e-02,-1.341760457e-01,-2.142090537e-02,-1.453363523e-02,7.107223570e-02,-2.584669366e-02,4.873862863e-02,-1.882381290e-01,-3.610792756e-01,-1.113477275e-01,-1.264880132e-02,-9.212979674e-02,-2.285525352e-01,5.533166975e-02,-1.611379534e-01,-1.097496375e-01,-2.600822411e-02,-8.019650728e-02,-3.925674036e-02,-1.080407575e-01,-2.419165522e-01,-1.636910625e-02,2.432369627e-02,1.471982151e-02,-3.619367257e-02,-2.710438967e-01,1.042023301e-01,-2.830933547e-03,1.470731795e-01,1.290335786e-02,-1.511685550e-01,4.064009339e-02,6.567613780e-02,3.204556881e-03,1.054614931e-01,1.190003357e-03,3.623243794e-02,6.194333732e-02,-9.572172910e-02,-4.624216817e-03,-8.589230478e-02,6.921093911e-02,-1.279322654e-01,7.495584339e-02,-2.744578756e-02,-2.110105567e-02,5.103980750e-02,-1.995044649e-01,-2.369190454e-01,-4.641710594e-02,-1.470263451e-01,-4.805158824e-02,-1.196849421e-01,4.004647955e-02,-4.634390771e-02,8.018487692e-02,-4.633179400e-03,9.574055672e-02,2.185788602e-01,3.088041954e-02,-4.421393946e-02,-7.723665237e-02,9.443810582e-02,1.224846113e-02,-1.410938650e-01,-4.434822872e-02,-1.347840875e-01,-6.141705811e-02,-1.478628814e-02,-1.417657733e-01,-2.825072780e-02,-1.665294617e-01,-2.668812871e-01,-1.715840995e-01,-8.386126161e-02,-1.600400358e-01,-1.232286468e-01,4.393049702e-02,-3.029790819e-01,-1.605290547e-02,-8.235679008e-03,-6.695444137e-02,-9.775282443e-02,-6.703546643e-02,-1.734639853e-01,-2.022709399e-01,4.318709951e-03,2.475136332e-02,1.044412479e-01,1.530160662e-02,1.420945511e-03,-1.348538548e-01,-7.396703213e-02,-9.174591862e-03,-2.107104100e-02,-2.076531649e-01,-3.417455032e-02,-1.870903559e-02,1.880243421e-01,1.303256452e-01,1.758066416e-01,2.715046704e-01,1.551559079e-03,-1.768066883e-01,-1.467952877e-01,-9.849853814e-02,-1.769821197e-01,4.306802154e-02,1.417447347e-02,2.668276662e-03,-3.018629178e-02,-9.145739675e-02,5.541491508e-02,-1.266256273e-01,-5.559856817e-02,-1.707949787e-01,-2.404829562e-01,-1.306304932e-01,-8.228333667e-03,-2.696844935e-02,-2.444701083e-02,-1.299848966e-02,2.259088755e-01,7.940020412e-02,9.466497228e-03,-7.048442215e-02,-3.060479835e-02,-7.482079417e-02,4.515331239e-02,-5.443388224e-02,-1.665910631e-01,-2.442470193e-01,-6.109328941e-02,3.509554863e-01,-3.318433464e-02,-1.717583090e-01,-1.831790209e-01,-1.409993470e-01,-1.245769188e-01,-2.427770942e-01,-1.242340580e-01,5.327241868e-02,-1.827971339e-01,-9.645161033e-02,-2.158217598e-03,-7.290374488e-02,-6.008813903e-02,4.894480109e-02,-1.098799706e-01,-9.075637162e-02,-2.277209051e-02,1.968472824e-02,5.315874517e-02,7.647650689e-02,-2.315874584e-02,4.622159153e-02,-7.647518814e-02,-1.162982173e-02,2.314591408e-02,-1.304779871e-04,6.544254720e-02,-1.059955079e-02,2.416037917e-01,2.689409554e-01,1.368648112e-01,-1.615632772e-01,-3.853226313e-03,-5.948546901e-02,-1.592695415e-01,-8.094625175e-02,-1.197412759e-01,-1.027638689e-01,-3.473830223e-02,-1.094048657e-02,-6.986790150e-02,-1.328121871e-01,-2.349150330e-01,-1.194693148e-01,-1.166976988e-01,-2.428780943e-01,-2.201788276e-01,-3.213787079e-02,6.893424317e-03,-2.807371132e-02,-2.005778551e-01,3.802439431e-03,1.777528077e-01,-1.004799679e-01,-1.272629201e-02,-8.697526902e-02,-6.529159099e-02,-1.991611421e-01,-1.730646938e-01,-1.164918020e-01,-1.952728331e-01,-3.865906596e-01,-1.488720626e-01,-5.451934040e-02,3.098019224e-04,-1.762781590e-01,-7.932215813e-04,-1.395999193e-01,-7.233019173e-02,-1.149780527e-01,-1.478148103e-01,2.882904746e-02,-7.302290946e-02,-1.110226735e-01,1.115270108e-01,4.351161420e-03,5.588364974e-02,1.366166770e-01,-3.405274078e-02,1.328207087e-02,-1.879655384e-02,4.342043027e-02,5.026724935e-02,3.169069067e-02,-2.075499110e-02,7.330489904e-02,-1.400183048e-02,-5.746463314e-03,-2.584923059e-02,1.045223325e-01,1.222635061e-02,-9.595349431e-02,2.772873342e-01,1.878222674e-01,-1.325730830e-01,4.103910923e-02,-5.593468994e-02,-7.806093246e-02,-1.613492668e-01,-5.429454148e-02,-1.254279613e-01,-7.808952779e-02,-5.228026584e-02,2.307095192e-02,-9.674829990e-02,-9.691527486e-02,-7.966264337e-02,-4.867317528e-02,-2.382833660e-01,-1.070163473e-01,6.116274372e-02 +thresholds = -1.280448735e-01,-2.726998925e-01,-9.552509785e-01,-1.254869461e+00,-6.338372231e-01,-1.652822495e-01,-8.833476305e-01,-9.057987332e-01,-1.621155590e-01,-1.038167953e+00,-1.214463592e+00,-5.109162927e-01,-1.028602123e+00,-4.066003859e-01,-6.751408577e-01,-1.016310215e+00 +weights1 = -3.167080283e-01,-5.423891824e-03,2.983986735e-01,2.691299282e-02,9.181320071e-01,1.033011824e-01,1.109182835e+00,1.343466491e-01,6.997647285e-01,7.100041956e-02,-2.932280302e-01,-4.558119178e-02,8.847957253e-01,7.903727144e-02,9.037934542e-01,6.576944888e-02,3.685530722e-01,8.421708643e-02,1.064229012e+00,8.494929969e-02,1.173242450e+00,1.286741048e-01,4.980923533e-01,6.475946307e-02,8.267617226e-01,1.299129575e-01,3.882000446e-01,1.825776994e-01,7.226767540e-01,8.752006292e-02,9.746497273e-01,9.214320034e-02 +biases1 = -2.203791440e-01 +weights2 = +biases2 = diff --git a/params/D00111.002.txt b/params/D00111.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..1193e9f9030daafafb1b0c1964dfb6aa48be4746 --- /dev/null +++ b/params/D00111.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.184559017e-01,-2.945505083e-01,-1.561516244e-02,-4.970166087e-02,-6.126850471e-02,1.363280714e-01,-2.456327275e-05,-9.536589682e-02,1.644475572e-02,-4.838398099e-02,5.338670313e-02,-1.021250933e-01,-1.622540504e-02,4.566928372e-02,8.973733336e-02,8.884582669e-02,-3.460233659e-02,1.631014496e-01,1.491794456e-02,5.344934762e-03,4.154319316e-02,-2.248107791e-01,-9.495891504e-07,2.807513624e-02,-1.300028116e-01,-2.549488842e-01,-2.285396755e-01,4.521541670e-02,4.967753962e-02,-7.050453126e-02,-5.020751432e-02,-1.215220019e-01,-1.638475573e-03,-5.315692350e-02,1.870203391e-02,-2.094697393e-02,1.720528677e-02,-5.760937929e-02,-4.581064786e-05,4.307074472e-02,1.161220949e-02,-3.739977255e-02,-2.723053657e-02,-2.522788942e-02,-4.372393340e-02,-4.370633513e-02,-3.996676952e-02,-6.165198609e-02,1.655219197e-01,1.450865418e-01,-2.216296643e-02,4.812409356e-02,9.072179906e-03,-8.638776094e-02,-1.049932107e-04,1.132092252e-02,-1.637559533e-01,1.105717495e-01,-2.229228057e-02,4.452138394e-02,-1.752577373e-03,-5.261109769e-02,-1.122607961e-01,-1.149164811e-01,-2.518437207e-01,-8.429171890e-02,-4.669165984e-02,-6.103468314e-02,-7.917935401e-02,-1.524303406e-01,-5.502736167e-05,-2.427241020e-02,3.832783177e-02,3.998295963e-02,7.555768359e-03,-5.323436111e-02,-2.053745687e-01,5.554783717e-02,-8.807333559e-02,-8.352434635e-02,2.977844141e-02,1.328977942e-02,2.203265950e-02,6.508935709e-03,5.677328259e-02,-1.538731009e-01,-1.040162806e-05,-9.440606087e-02,-2.235338092e-01,-1.079384461e-01,-1.786372960e-01,4.773888364e-02,6.081975996e-02,-6.917219609e-02,-1.049257442e-02,-6.477822363e-02,6.749931723e-02,4.287509993e-02,2.711187862e-02,1.256819349e-03,7.803661376e-02,-3.108399734e-02,-4.962284947e-05,1.527519971e-01,-1.709270030e-01,-1.356873363e-01,-6.472350657e-02,-7.591372728e-02,-1.994380914e-02,-9.868708998e-02,4.158246145e-02,-2.049643174e-02,1.653113663e-01,-1.141424663e-02,-6.561991293e-03,3.611961752e-02,-4.916013032e-02,1.051887721e-01,-2.119300552e-05,-4.696681723e-02,9.035031497e-02,-2.628213167e-02,1.117818989e-02,4.407513514e-02,1.526615024e-01,-8.736194111e-03,-5.558535084e-02,-4.041208327e-02,-2.962996364e-01,6.614634395e-02,-4.402551055e-02,-9.672138095e-02,-1.025314406e-01,1.932743937e-01,-5.767227049e-05,-1.867235303e-01,2.137869298e-01,-1.008027885e-02,-2.704823390e-02,-2.606251044e-03,-3.056226075e-01,-7.165532559e-02,7.076651603e-02,1.264892071e-01,-2.505784482e-02,9.937649220e-02,4.426373541e-02,2.074787393e-02,3.943175077e-02,-1.182942986e-01,-7.784724585e-05,1.519815344e-02,-7.596192509e-02,-5.836761370e-02,-1.345061511e-01,1.080236137e-01,1.693135798e-01,-4.758767039e-02,-7.895287871e-02,-2.543376088e-01,7.911890745e-02,-1.802852303e-01,1.632425748e-02,1.757449843e-02,1.341114659e-02,-2.889651656e-01,-1.392780268e-05,9.773600847e-03,-2.038976252e-01,2.085584588e-02,-2.814023942e-02,-7.227322459e-02,7.823706418e-02,5.771356821e-02,-5.942104850e-03,-5.408147350e-02,2.529128194e-01,-2.479403280e-02,-2.072013542e-02,4.119364172e-02,5.589047447e-02,-1.838063821e-02,-5.171228986e-05,1.488060355e-01,-1.994956136e-01,-1.824738383e-01,-3.524006158e-02,-7.071026415e-02,4.633567110e-02,-5.943232030e-02,-9.856600314e-02,-2.725367248e-02,-2.018629462e-01,-1.209916025e-01,6.087151822e-03,-6.275227666e-02,-2.308692783e-02,4.302060232e-02,-1.149570162e-04,-2.674706876e-01,-7.387148682e-03,6.760567427e-02,-3.965085000e-02,4.655051511e-03,-1.098257750e-01,-1.015089229e-01,4.792181775e-02,-1.195173245e-02,8.578841388e-02,3.675072268e-02,1.729615469e-04,2.575697750e-02,1.776445657e-02,-1.912005693e-01,-5.176353807e-05,2.184993327e-01,-6.068725139e-02,-2.044647932e-01,-1.383727342e-01,-1.440364122e-02,3.790394217e-02,-1.241484731e-01,-8.732128143e-02,-1.420764923e-01,5.630406737e-02,-2.020441443e-01,9.027726948e-03,7.919058204e-03,-5.517178215e-03,1.362233609e-01,-2.931906965e-05,-4.902296141e-02,-9.643195570e-02,-3.802105039e-02,6.088119000e-02,-3.014692292e-02,-7.406934351e-02,-1.709839255e-01,2.092780545e-03,-8.060298115e-02,7.062995434e-02,2.467274666e-01,-1.923155971e-02,1.198145188e-02,1.719460078e-02,-2.203450352e-01,-1.148214778e-05,8.525108546e-02,-1.011772901e-01,-5.524848402e-02,-1.076528132e-01,2.458721166e-03,1.339719146e-01,2.757810950e-01,-7.533314079e-02,2.528355271e-02,-2.570139468e-01,-2.335085422e-01,6.452637259e-03,-4.637270421e-02,-2.498196845e-04,-1.304400414e-01,-1.341393454e-05,-2.707553804e-01,-1.019136831e-01,-3.133522272e-01,-1.028192788e-01,4.529717937e-02,-1.516080797e-01,3.441243470e-01,-1.278937161e-01,-1.039758474e-01,1.288937181e-01,3.237381577e-02,-1.983415522e-02,3.457926679e-03,3.703779355e-02,-3.082524240e-01,1.030330441e-05,1.418617070e-01,-2.915222645e-01,-1.841358840e-01,-1.820657104e-01,-5.458602682e-03,9.355372190e-02,-1.408100724e-01,-1.132522300e-01,-2.118674070e-01,4.406227916e-02,-2.312996238e-02,2.987560816e-03,-8.559254929e-03,3.056979366e-02,4.170620739e-01,1.970899939e-05,4.560053349e-02,-1.200066507e-02,-2.514798939e-01,1.787954867e-01,-1.028936505e-01,5.849106610e-02,-2.313409895e-01,-1.790936440e-01,-3.379673660e-01,9.490580857e-02,1.847031116e-01,6.290387362e-03,3.429052979e-02,-6.100917235e-02,-2.106245309e-01,1.521271315e-05,7.049060613e-02,1.397914737e-01,5.188719034e-01,-1.187787056e-01,2.563158423e-02,-1.235582773e-02,-9.312038869e-02,3.075349033e-01,4.446386695e-01,6.929416209e-02,-1.879728884e-01,2.435864508e-02,-2.880383097e-02,-2.959798463e-02,1.368188709e-01,-8.157223056e-05,-1.412054896e-01,-2.550290227e-01,6.231591105e-01,7.908894122e-02,6.556024402e-02,1.591034830e-01,-7.903479040e-02,3.020419776e-01,4.306007922e-01,3.276402131e-02,1.283573955e-01,6.711310125e-04,-1.262550242e-03,-2.713391930e-02,-2.734950483e-01,-8.455928764e-05,9.651333094e-02,-3.352433443e-01,-3.169143796e-01,-2.910785973e-01,-6.415832043e-02,1.221898198e-02,-1.526914686e-01,-1.563785076e-01,-2.515541911e-01,7.594020665e-02,-7.219868898e-02,-1.164090633e-02,-3.546890616e-02,3.528383002e-02,-9.123850614e-02,-5.343925295e-05,-4.440883175e-02,-4.403129220e-01,-2.621159554e-01,-3.846638277e-02,5.246498808e-02,-1.901834458e-01,1.216271147e-01,-1.414002329e-01,-2.079801112e-01,-1.672176570e-01,9.213440865e-02,-1.751033403e-02,4.844911397e-02,2.789421566e-02,-4.665353335e-03,-7.759447180e-05,7.621069998e-02,7.649856210e-01,-2.741872370e-01,2.565439418e-02,-9.141509980e-02,6.892687641e-03,-1.091066375e-02,-1.167477220e-01,-1.802993864e-01,-3.659084812e-02,-2.073284984e-01,3.083239496e-02,-3.017693199e-02,-7.710589468e-02,-2.809669673e-01,-4.947177877e-05,-3.123868257e-02,7.565008998e-01,-1.683890074e-01,-3.407420516e-01,1.034996361e-01,-1.504922062e-01,-3.440580890e-02,-1.393681318e-01,-1.249823123e-01,-1.222976297e-02,1.363785472e-02,-3.411875339e-03,-1.542597543e-03,1.412947923e-01,-2.524605095e-01,-3.290067616e-05,1.627315134e-01,-3.246502876e-01,-1.825222373e-01,-2.208418697e-01,-4.408669472e-02,-8.294787258e-02,-1.285467893e-01,-4.962898418e-02,-1.774908304e-01,-1.707173325e-02,5.371614173e-02,-3.417718410e-02,-5.249760300e-02,1.542773005e-02,-3.231174946e-01,4.415817239e-05,-9.313487262e-02,-3.946775496e-01,3.303569555e-01,-3.400315642e-01,-6.225360930e-02,-7.039982080e-02,-3.226599097e-02,2.506271303e-01,3.613047004e-01,7.669607550e-02,1.002727151e-01,2.872891258e-03,6.697319448e-02,-7.318776846e-02,6.241602302e-01,-1.277979663e-05,-5.115732178e-02,-3.029370606e-01,-2.096164674e-01,6.766973138e-01,-3.459506854e-02,2.918388546e-01,7.419529557e-02,-1.742979586e-01,-2.680323124e-01,-5.653738603e-02,2.763299458e-02,2.144488879e-02,-2.544924058e-02,3.984463587e-02,5.089289546e-01,2.812951607e-05,-7.270444930e-02,-7.361184061e-02,-4.281659052e-02,6.341895461e-01,2.335795574e-02,-1.523913145e-01,2.531518042e-01,2.843133872e-03,-1.114242002e-01,5.125955120e-02,7.490183692e-03,-2.267306857e-02,-5.320105702e-03,-5.445128679e-02,-1.958842874e-01,5.105112723e-05,1.009805799e-01,-3.425508142e-01,-2.221677750e-01,-2.840251327e-01,-6.591339409e-02,2.246500850e-01,-1.736526936e-01,-1.072454751e-01,-1.436652839e-01,-4.581601173e-02,-1.371901929e-01,8.143000305e-03,-4.441504180e-02,-1.249659900e-02,-3.664706051e-01,-6.039748405e-05,-1.720351577e-01,4.397562444e-01,3.966341913e-02,-3.696946800e-01,1.192480102e-01,8.982077241e-03,-1.192197949e-01,-8.631520718e-02,-9.568498284e-02,6.183307990e-02,6.228046492e-02,-1.079661399e-02,5.806199461e-02,3.346537799e-02,-1.788780093e-01,6.672660675e-05,1.308533847e-01,-2.894344926e-01,-4.882380832e-03,-2.052766830e-01,-1.141324043e-01,-9.319498390e-02,-8.129636943e-02,7.813234627e-02,1.413986534e-01,-1.789789796e-01,-2.775612175e-01,4.935715720e-02,-1.451388281e-02,6.263466924e-02,9.984380752e-02,-3.064796829e-06,-1.559503190e-02,-6.590195931e-03,-2.459009923e-02,5.222676992e-01,1.082342565e-01,2.590191364e-01,-1.787509918e-01,-1.380202919e-01,8.818504959e-02,2.325886488e-02,-7.544805296e-03,-5.798356142e-03,5.459650606e-02,-1.146517228e-02,-2.879473567e-01,2.446925646e-05,-6.907730550e-02,-3.147483766e-01,-1.416323781e-01,-3.513557613e-01,-7.457051426e-02,-1.325721592e-01,-1.455081534e-02,-7.362286001e-02,-1.547107249e-01,1.167454496e-01,-2.344092429e-01,-8.620967157e-03,-5.323712528e-02,-3.469511867e-02,2.907894254e-01,1.266340769e-05,6.168581545e-02,1.796089858e-01,2.429129556e-02,-4.868657887e-02,-1.202667058e-01,-3.031834662e-01,-4.825720191e-02,2.096738294e-02,-2.293487489e-01,4.965826869e-02,4.799253345e-01,-3.900459781e-02,-3.953454550e-03,-1.017213985e-02,-3.349829614e-01,4.836873268e-05,1.020233147e-02,-1.239917353e-01,-8.813623339e-02,-3.470416069e-01,4.911734536e-02,1.648907363e-01,1.205151826e-01,7.812933624e-02,8.653933555e-02,8.956000954e-02,-3.859779537e-01,4.685348272e-02,1.322848815e-02,7.353027468e-04,-2.143538445e-01,-5.464229253e-05,2.213961707e-04,-1.016815901e-01,4.194538668e-02,-3.775296509e-01,-1.139505357e-01,1.108644903e-01,1.423724741e-01,5.649214610e-02,-5.246208236e-02,-8.824446239e-03,3.457535803e-01,2.729162574e-02,3.150048852e-02,9.863888845e-03,-2.580423355e-01,-1.177627837e-06,-8.190816641e-02,-7.300028950e-02,-2.281422913e-01,-2.089709789e-01,-8.576418459e-02,-1.032115072e-01,-1.481670737e-01,-9.202875197e-02,-1.121142283e-01,-3.365751123e-03,4.014000762e-03,-1.879974455e-02,-3.457698599e-02,2.079394273e-02,3.025706410e-01,-4.571009777e-05,-4.029195756e-03,-1.746443510e-01,4.561094567e-02,7.034527063e-01,1.284664422e-01,-2.056517154e-01,-1.691410542e-01,-6.925866008e-02,3.008383885e-02,-6.664104015e-02,-3.388337092e-03,-5.947108194e-02,-2.718894929e-02,-2.491695061e-02,-6.237594783e-02,-4.376244306e-06,7.277870178e-02,8.354645967e-02,-8.959756047e-02,-3.417906165e-01,3.403948247e-02,1.861184984e-01,5.379414558e-02,-7.820112631e-03,-7.470208406e-02,1.077691913e-01,7.549940050e-02,4.577825218e-02,-4.230071325e-03,-4.461628199e-02,-1.452779397e-02,-7.751642988e-05,9.906759858e-02,1.158331361e-04,-3.086325824e-01,-1.557845473e-01,-1.034035385e-01,-8.528549969e-02,1.972277462e-01,-4.368377849e-02,-2.235852331e-01,1.362834312e-02,-1.217682436e-01,-2.069230936e-02,2.664200729e-03,3.188151633e-03,-2.060569227e-01,5.282508937e-05,-8.790273964e-02,-3.176322877e-01,-1.072737202e-01,-1.129411906e-01,-1.008844152e-01,-1.818721369e-02,-1.765553057e-01,-1.425027698e-01,-8.408690244e-02,-1.550442427e-01,2.454451472e-02,-2.868456207e-02,-4.632210732e-02,2.291513234e-02,1.941001974e-02,2.400313497e-05,9.957019240e-02,-1.748561114e-01,-2.360883951e-01,1.281479895e-01,-1.187457517e-01,-1.913322061e-01,-3.555468470e-02,-2.963506384e-03,1.144589409e-01,4.450744018e-02,-1.780606993e-02,-5.031230976e-04,3.051241487e-02,2.488045022e-02,-3.104906529e-02,-5.816148041e-05,-1.236236468e-01,2.266070694e-01,4.219412506e-01,-8.426433802e-02,2.856653929e-01,2.826665640e-01,-1.062002033e-01,7.642891258e-02,-1.594960503e-02,1.374585778e-01,4.808737636e-01,3.714585444e-03,-2.545738220e-02,-2.691396512e-02,6.442036945e-03,-5.146396506e-05,3.425283134e-01,4.179098606e-01,6.656030416e-01,-5.262035131e-02,-2.455192953e-01,-3.350510895e-01,-1.392364055e-01,5.903361365e-02,-1.201144829e-01,-2.418080717e-02,-1.838918477e-01,-1.129532326e-02,3.170985356e-02,-3.323200345e-02,-1.664223224e-01,-3.815655145e-05,-1.415472925e-01,-3.928398788e-01,-2.262264043e-01,-8.735781908e-02,2.015323937e-01,2.486486286e-01,-1.224973649e-01,-1.038745716e-01,-2.917667627e-01,-2.481498122e-01,1.563264057e-02,2.492078580e-03,-3.431346267e-02,-6.275296956e-02,-1.759179384e-01,-1.442535176e-05,-9.811643511e-02,-3.853046894e-01,-3.362143040e-01,1.002003327e-01,-1.220129337e-02,1.535556912e-01,1.563257128e-01,4.013960436e-02,-1.042444482e-01,1.455544382e-01,-3.522934616e-01,9.967159713e-04,1.097581629e-02,1.291573793e-01,1.036515683e-01,-7.557680874e-06,-1.158518046e-01,9.461757541e-02,-3.332072198e-01,-1.851576120e-01,1.884346455e-02,-7.916483283e-02,-1.549499296e-02,-1.080560312e-01,3.067264855e-01,6.533990800e-02,3.519091010e-01,-2.497150190e-02,-5.945148412e-03,3.544867039e-02,2.105371803e-01,-3.263719555e-05,2.223424464e-01,2.847803012e-02,-1.017429605e-01,-2.011206150e-01,-8.750621974e-02,-1.871145517e-02,-1.092789322e-01,-3.496018425e-02,2.810565233e-01,-7.951501757e-02,3.380197287e-02,-2.499342524e-02,-2.236223780e-02,-4.551463202e-02,-2.824099958e-01,-6.660149666e-05,-6.730987877e-02,-3.709862530e-01,-2.244881392e-01,-4.881970212e-02,-8.129116148e-02,-7.757291943e-02,-5.375457183e-02,-1.780690104e-01,-3.355120122e-01,-3.276605532e-02,-2.266243994e-01,4.127915949e-02,-5.855093710e-03,8.775541186e-02,-4.981235787e-02,-7.141075184e-05,-2.011336945e-02,1.973110288e-01,9.214030206e-02,-4.328769073e-02,1.564678364e-02,-3.991548717e-02,-2.308044641e-04,1.791013929e-04,-2.023601979e-01,5.779581890e-02,-1.986330897e-01,4.668907262e-03,1.699449867e-02,-7.112620771e-02,-1.105299965e-01,-3.449537189e-07,-1.477404833e-01,-1.204441860e-01,3.991173115e-03,6.847354770e-02,1.158072278e-01,1.243565083e-01,4.229061678e-02,1.002054289e-01,4.754520580e-02,2.857826650e-01,4.098357558e-01,-3.645839170e-02,-6.283262372e-02,1.828968525e-01,-2.662151456e-01,-3.924789053e-05,1.259260029e-01,1.833855361e-02,-1.394369602e-01,-4.403103888e-02,-3.693376854e-02,-1.452252083e-02,7.989470661e-02,7.492943853e-02,2.034729868e-01,-1.424787194e-01,-9.122281522e-02,-2.014798671e-02,-2.204644866e-02,-9.930743836e-03,-7.267831266e-02,-9.008821507e-05,-1.140775532e-01,-1.578556001e-01,-2.567483187e-01,-6.546474993e-02,-9.575551748e-02,-1.183433458e-01,-1.362377852e-01,-1.739470959e-01,-2.223514467e-01,-2.589309514e-01,-1.749104112e-01,-1.501260232e-02,-4.427769035e-02,-5.976047367e-02,3.716774285e-02,-9.926938219e-05,-2.351061106e-01,1.167003512e-01,1.290660799e-01,-5.101327971e-02,-4.620434344e-02,1.897166818e-01,-2.527526021e-01,5.410629883e-02,1.028688028e-01,1.265559793e-01,-1.835281849e-01,6.758993119e-02,1.117924377e-01,-1.067750677e-01,6.949207187e-02,-3.744352216e-05,2.102029026e-01,-2.430551499e-01,3.687092289e-02,-6.444918364e-02,1.414567083e-01,-6.866488606e-02,1.880807877e-01,-6.775067747e-02,-2.933670580e-01,-7.833572477e-02,1.361856014e-01,-4.537152871e-02,-7.691425085e-02,1.710968763e-01,3.940640483e-03,-3.753737246e-06,-2.473968863e-01,3.319419175e-02,-1.158721149e-01,-1.536965966e-01,-1.057382673e-01,3.041354716e-01,2.275060564e-01,-5.408348143e-02,-1.407834440e-01,3.805075884e-01,2.353151143e-02,2.234401740e-02,4.522118717e-03,-4.377330840e-02,2.236750536e-02,-1.181127936e-05,5.282212049e-03,-1.275285631e-01,-8.232344687e-02,5.286888033e-02,2.008692920e-02,-5.615762249e-02,-1.638213545e-01,-1.469042748e-01,-1.052130982e-01,-2.017152607e-01,-8.270918578e-02,5.751821026e-02,1.001310125e-01,-3.261906281e-02,-1.287554950e-01,-6.247659257e-06,2.814222276e-01,1.479693204e-01,4.765820876e-02,-1.421366781e-01,2.345515043e-02,-1.615297943e-01,-8.989707381e-02,9.465411305e-03,3.014476597e-01,-8.957173675e-02,-1.166811958e-01,-3.859994933e-02,-4.489376396e-02,-8.847090602e-02,-1.298769265e-01,2.217338624e-05,-5.228831619e-02,-3.193779588e-01,-7.951409370e-02,1.816316880e-02,2.472649515e-02,-9.832622111e-02,-9.489324689e-02,7.885605842e-02,-2.645556629e-01,1.366443187e-01,8.324774355e-02,1.295009861e-03,1.226251349e-01,1.919162422e-01,-7.712053508e-02,7.422300405e-05,2.479966581e-01,-1.244669501e-02,-1.535246819e-01,-1.439613998e-01,-2.989411168e-02,1.503546834e-01,-6.605295092e-02,8.148816414e-03,-2.477491498e-01,-1.168939173e-01,-4.751826450e-02,-2.034463361e-02,-5.869440362e-02,-6.592522562e-02,-3.972998355e-03,3.487173672e-05,-1.295999140e-01,-1.456883848e-01,-1.116960589e-02,9.262152016e-03,-4.089895636e-02,-4.445193708e-02,-1.767789721e-01,-3.985647112e-02,-7.001959253e-03,-9.385325015e-02,-7.991658151e-02,-5.048035644e-03,-4.796600714e-02,-5.586041510e-02,-8.316345513e-03,8.014557534e-05,-4.737086967e-02,-1.131937504e-01,-3.023390844e-02,2.117377892e-02,-7.164552063e-02,-8.710403740e-02,3.430807590e-01,1.078828052e-01,1.565064937e-01,8.493342251e-02,4.398664460e-03,1.997783035e-02,-3.308499604e-02,-6.367638707e-02,-1.428470016e-01,-2.987330481e-05,-8.384985477e-02,5.537938327e-03,-3.521725163e-02,-1.113993749e-01,1.049180999e-01,-3.073893674e-02,-2.213411629e-01,-1.888448894e-01,-1.110240743e-01 +thresholds = 4.332328960e-02,-1.584644616e-01,-1.627822220e-02,-6.859571487e-02,2.560085617e-02,-9.291505814e-01,-3.911884269e-04,-5.143436417e-02,-1.063011289e+00,-9.204167724e-01,-8.993434906e-01,-1.498247981e-01,-4.763788357e-02,-4.842985570e-01,-4.507246912e-01,-8.371017575e-01 +weights1 = 1.838158965e-01,1.574622840e-01,-8.084575832e-02,1.119257435e-01,-2.221934684e-02,-1.679052413e-01,1.587871835e-02,7.378815114e-02,1.418377310e-01,-8.594905585e-02,-2.126882523e-01,-2.028679401e-01,-6.780751050e-02,-3.269881755e-02,8.169966936e-02,-1.571571976e-01,-1.424635053e-01,7.356005162e-02,-3.049667180e-01,1.054498106e-01,-5.557922274e-02,-5.046669394e-02,1.707940102e-01,2.174468935e-01,8.442347497e-02,2.464879863e-02,-8.413016796e-02,-4.160723686e-01,-8.754845709e-02,-6.879918277e-02,1.499764323e-01,5.783000495e-03,1.648562998e-01,-1.319117844e-01,-9.142843075e-03,3.620079532e-02,8.481679112e-02,1.341965497e-01,-1.386946291e-01,-1.287203878e-01,5.326763913e-02,1.802298427e-01,9.795899689e-02,5.394583195e-02,-1.135603711e-01,1.031809002e-01,1.080081686e-01,-9.594337642e-02,-3.358365223e-02,5.541995168e-02,1.798862517e-01,-1.526921391e-01,-1.324937344e-01,-6.127281860e-02,7.053501904e-02,2.700001188e-02,-2.173670530e-01,7.550148666e-02,9.240497649e-02,6.741563976e-02,-2.229558863e-02,3.027515300e-02,4.696531594e-02,-4.606264830e-02,-2.105692923e-01,7.480236143e-02,9.889230132e-03,1.059062853e-01,-7.784993947e-02,2.499975963e-03,2.719070204e-02,-1.159248222e-02,-2.339721471e-02,-2.177416384e-01,-2.141803801e-01,-1.897482276e-01,-9.390601190e-04,1.018408090e-01,7.081975043e-02,-1.467871815e-01,-9.082185477e-02,-1.109744534e-01,-3.416096866e-01,8.575933427e-02,9.239010513e-02,1.848721057e-01,-1.227918267e-02,3.321577981e-02,-5.316537619e-02,-7.875754684e-02,1.922376826e-02,-4.134147763e-01,5.558130145e-02,-2.602849901e-01,-2.504500560e-03,1.291591823e-01,-8.098842204e-02,2.608413063e-02,-8.743105084e-02,4.211582989e-02,3.978625685e-02,-1.528848112e-01,-1.371017564e-02,-4.355194420e-02,5.137793720e-02,9.770446271e-02,4.137383401e-02,-3.010090068e-02,1.928678751e-01,-4.165777564e-02,1.153205037e-01,2.488019615e-01,-8.921963722e-02,1.785981804e-01,-3.221875429e-02,-4.567971453e-02,9.735215455e-02,6.132093072e-02,-1.132858396e-01,2.086247206e-01,4.078471661e-02,2.710631303e-02,-5.327286571e-02,-2.442555726e-01,1.466107219e-01,-6.897915155e-02,9.596479684e-02,1.338279340e-02,-2.449327521e-02,-2.441729419e-03,9.218351543e-02,1.255376637e-01,5.721503869e-02,-1.167582646e-01,1.126180515e-01,1.587056182e-02,-8.379850537e-02,-3.256887570e-02,-1.321320701e-02,-5.747019127e-02,-2.559887804e-02,4.254747927e-02,-4.212823883e-02,-6.108442694e-02,-6.591282040e-02,5.406468734e-02,-3.106431477e-02,1.721625100e-03,1.625555605e-01,-1.769318245e-02,8.671126515e-02,4.882684723e-02,8.432840556e-02,7.673926651e-02,-6.572036445e-02,-6.943563372e-02,6.349404342e-03,-1.024165004e-01,-7.705744356e-04,-6.643892080e-02,-5.867799744e-02,4.003242403e-02,1.282327920e-01,-1.100955158e-01,1.160962731e-01,3.996816650e-02,9.353701770e-02,-5.804890394e-02,-1.669662893e-01,1.507624686e-01,-3.567038104e-02,1.235853806e-01,-9.489328600e-03,4.403281212e-02,-1.016682386e-01,-1.639669240e-01,7.276003808e-02,1.726851761e-01,-6.509097293e-03,-1.622639149e-01,1.080922037e-02,-1.471848600e-02,4.724514484e-02,-9.115031362e-02,-6.307876110e-02,-1.353490800e-01,-1.558856964e-01,-4.704855382e-02,-5.676169693e-02,9.153704159e-03,-6.612116098e-02,-2.490852214e-02,-1.098317206e-01,-8.441812545e-02,5.091072991e-02,1.209485605e-01,9.410928935e-02,9.326139838e-02,3.502859175e-02,6.038564816e-02,6.161620095e-02,-1.327616721e-01,-1.282869279e-01,-8.132573962e-02,1.434234679e-01,3.934871778e-02,3.133614734e-02,-9.480319172e-02,1.472803182e-03,2.936117724e-02,-1.875866205e-02,7.360342890e-02,-1.608162224e-01,4.524886981e-02,-9.058309346e-02,1.266605109e-01,3.969755955e-03,2.614275552e-02,-1.773466356e-02,-1.118636653e-01,2.794825472e-02,-6.608226895e-02,2.197780311e-01,7.402441651e-02,-7.141600549e-02,-7.971279323e-02,2.712741960e-03,8.682665229e-02,4.671141505e-02,-8.377962559e-02,1.273976266e-02,-1.177655309e-01,2.334742993e-01,-1.881256998e-01,1.271744072e-01,-7.710877061e-02,-7.152707130e-02,2.851738781e-02,-3.709178790e-02,-9.310839325e-02,-4.676169716e-03,5.215525627e-02,-1.093188897e-01,2.493316308e-03,-2.735133469e-02,-6.206532940e-02,7.053183764e-02,-1.603147537e-01,3.763189539e-02,3.254652023e-02,-2.461683378e-02,3.330264986e-02,-4.952423275e-02,3.209857270e-02,-6.328600645e-02,-1.392149776e-01,-1.026526168e-01,2.869357169e-02,1.522127092e-01,2.837451361e-02,6.832110137e-02,7.566227764e-02,5.713481456e-02,-6.749320030e-02,-1.867575347e-01,-8.363350481e-02,-1.788084954e-01,-1.475350261e-01,-1.240895092e-01,1.045309007e-01,-7.211428881e-02,7.296001073e-03,-1.127618998e-01,-7.127349731e-03,-1.795336157e-01,9.326559491e-03,-2.759418450e-02,9.099955671e-03,-6.131638587e-02,7.683447003e-02,-1.842192374e-02,5.598950014e-02,1.891295612e-02,-2.075814605e-01,5.158649385e-02,-1.637046486e-01,1.320101321e-01,-3.650244698e-02,-1.979085207e-01,-2.259652764e-01,-8.050974458e-02,-1.235020012e-01,1.484958380e-01,3.843520954e-02,-5.162149668e-02,-1.076414362e-01,-6.576490402e-02,6.382579915e-03,6.933236867e-02,1.579352170e-01,-5.449969694e-02,-3.605913371e-02,1.322523654e-01,3.678568825e-02,-4.031233117e-02,7.228206098e-02,4.753322899e-02,1.370624602e-01,7.201135159e-02,-8.554925025e-02,-1.861949414e-01,-8.539849520e-02,5.676481128e-02,1.127350181e-01,4.695082828e-02,-1.225921698e-02,-1.884224564e-01,4.633535631e-03,-1.057137251e-01,-8.913715184e-02,-3.412007587e-03,-9.017086774e-02,1.250243336e-01,-1.535629630e-01,1.097067725e-02,1.449111551e-01,-2.736442909e-02,5.025200546e-02,-8.294055611e-02,1.293142736e-01,1.601570696e-01,2.574096024e-01,2.105265483e-02,2.014549822e-02,-1.211669445e-01,3.593797088e-01,5.953539163e-03,-1.658224612e-01,4.796990752e-01,-2.022230178e-01,-1.045295373e-01,-4.507691041e-02,-4.106366262e-02,-6.381822284e-03,-8.546779305e-02,-5.760383327e-03,-1.670954376e-01,4.224396646e-01,-9.804093279e-03,2.411270142e-01,8.223947883e-02,6.298544351e-03,1.111065820e-01,-3.696888452e-03,-1.417604927e-02,-8.759909868e-02,-3.618028015e-02,-7.487379760e-02,1.096755788e-01,5.952689052e-02,7.420390099e-02,1.704632938e-01,2.947000787e-02,1.023460627e-01,-1.907866821e-02,-1.525413394e-01,-1.279913932e-01,-1.689498723e-01,9.130311757e-02,-4.381366447e-02,1.204124168e-01,5.600788817e-02,-5.601076782e-02,1.316773798e-02,2.310942300e-02,5.928729475e-02,-1.424015779e-02,4.504079372e-02,-7.620432973e-02,1.032120138e-01,-1.528430134e-01,-2.902269596e-03,4.128280655e-02,1.739591733e-02,1.760930638e-03,1.277430356e-02,-1.694788635e-01,1.383040380e-02,-2.356132865e-02,-1.386022717e-01,-6.349322200e-02,1.351177841e-01,-2.395967543e-01,-1.575794965e-01,2.286781790e-03,-3.037949279e-02,2.904392313e-03,-6.836026907e-02,-4.368567094e-02,-1.020518318e-01,-1.645690650e-01,-6.385453790e-02,-3.579416126e-02,-1.637718230e-01,-9.962110221e-02,-6.117977574e-02,5.124656856e-02,7.302103098e-03,7.804439217e-02,-1.605492830e-01,3.014875017e-02,1.663755924e-01,1.526838988e-01,-5.257332325e-02,-1.048106849e-01,1.090643695e-03,-5.032659508e-03,-6.643722951e-02,6.768879294e-02,-1.029320713e-02,6.733928621e-02,5.248523876e-02,-4.454116151e-02,5.400998518e-02,-7.666988671e-02,-4.397850484e-02,-1.593440175e-01,-5.558170751e-02,4.160994664e-02,1.216774434e-01,-4.375291616e-02,2.173182815e-01,-3.334794426e-03,2.782757021e-02,-5.063830689e-02,6.634996738e-03,2.719255164e-02,1.773177460e-02,2.120106667e-01,1.207375750e-01,-1.310823113e-01,5.487928912e-02,4.967664718e-04,-1.955262423e-01,6.530258060e-02,6.963180006e-02,-1.365355682e-02,1.499880403e-01,4.436216131e-02,7.077544183e-02,-9.578596056e-02,1.017469987e-01,-1.389581114e-01,9.110303223e-02,1.039650366e-01,-5.360055342e-02,4.890847951e-02,-8.957597613e-02,-2.059249580e-01,-2.180905193e-01,1.699130982e-01,-3.274819255e-02,-2.086209357e-01,-1.128681600e-01,1.492452472e-01,-4.028472304e-02,-2.909587324e-01,4.978008196e-02,-9.134439379e-02,-2.531470172e-02,2.359810919e-01,-8.265323937e-03,1.876334101e-01,6.280116504e-04,-9.482119232e-02,-3.297991455e-01,1.005616561e-01,-1.820194870e-01,-1.605153233e-01,7.633978873e-02,-5.569714308e-02,4.666526988e-02,-6.523867697e-02,5.960914493e-02,5.136275664e-02,-1.200518310e-01,-1.201254223e-02,-8.453873545e-02,5.690061674e-02,3.556649759e-02,1.659789234e-01,9.553389996e-02,-8.259064704e-02,1.674381495e-01,-1.503607538e-02,1.329358965e-01,-1.091371849e-01,6.311387569e-02,8.941597492e-02,2.779965848e-02,-4.463123623e-03,-8.113422990e-02,-8.523710817e-02,-6.920266151e-02,-1.047503278e-01,2.432408556e-02,1.046919897e-01,-8.939281106e-02,1.467731129e-02,-2.976050600e-02,1.307902113e-02,-1.960761249e-01,-5.603664368e-02,-1.937479079e-01,-3.778216988e-02,-1.364607513e-01,1.329141855e-01,-2.468084097e-01,-1.091000065e-01,3.455958888e-02,7.714346051e-02,1.552767158e-01,2.794084847e-01,3.724497855e-01,-5.807102099e-02,-7.037587464e-02,-5.138824135e-02,1.922548413e-01,-1.532374918e-01,1.106166765e-01,5.443449616e-01,-2.101751566e-01,-5.950172897e-03,-2.669956163e-02,-1.728452891e-01,-1.987832487e-01,-3.632380068e-02,-7.154065371e-02,-9.342583269e-02,5.136824846e-01,-3.855209798e-02,4.044410884e-01,-1.787050366e-01,-2.581476569e-01,-1.370777339e-01,1.403651759e-02,5.282514170e-02,-8.958744258e-02,1.047100723e-01,1.648349166e-01,-8.711935580e-02,3.828280047e-02,-1.200275309e-02,1.400023103e-01,1.578719020e-01,-1.241866648e-01,-6.114825141e-03,-7.446565479e-02,1.270581782e-01,-1.965760589e-01,-4.877386987e-02,-1.852895506e-02,4.509609565e-02,-8.635226637e-02,1.057573259e-01,9.029520303e-02,-3.643993661e-02,1.161806099e-02,-6.500685215e-02,-6.852179766e-02,-1.809616573e-02,4.789755866e-02,6.980296969e-02,1.693403274e-01,-1.484075189e-01,1.916288026e-02,9.540352225e-02,5.402729660e-02,-1.828651130e-01,1.300223917e-01,1.584056318e-01,-6.568571180e-02,2.804298326e-02,-9.964177758e-02,-1.870441996e-02,1.981643438e-01,2.783561051e-01,4.641629457e-01,-4.928000271e-02,-7.518249005e-02,-5.281129270e-04,2.052537799e-01,-1.412941813e-01,-2.617749944e-02,4.517146945e-01,9.119298309e-02,1.067170575e-01,-8.832671493e-02,-9.252009541e-02,-1.327428520e-01,-2.419146746e-01,-2.248941809e-01,-6.095034629e-02,4.150497615e-01,-3.375067189e-02,1.902332455e-01,-7.643187884e-03,-2.777889371e-02,8.027621545e-03,1.191750988e-01,-6.598703563e-02,8.984662592e-02,8.696934581e-02,-1.542746462e-02,-1.812020391e-01,1.657350808e-01,-1.195983514e-01,3.496537730e-02,-7.543683052e-02,1.312117577e-01,1.545280516e-01,1.136119291e-02,1.551740058e-02,-8.493623137e-02,-1.755064004e-03,-5.732063204e-02,3.521371866e-03,-2.574112266e-02,-1.549629569e-01,-1.176835895e-01,-3.150239587e-02,1.761850715e-01,-1.866418123e-02,-5.976670608e-02,8.696259558e-02,5.954432487e-02,9.601102024e-02,7.810550928e-02,3.292980837e-04,-7.143388689e-02,-6.850934774e-02,-8.772857487e-02,4.471029341e-02,-6.685907394e-02,1.902527511e-01,6.215553731e-02,-5.573670194e-02,-4.763758183e-02,2.351328544e-02,3.197046220e-01,2.037303299e-01,3.266979754e-01,-4.616111517e-02,-1.253014356e-01,-3.064013273e-02,2.555703521e-01,-2.693855762e-01,-5.027790368e-02,4.676942527e-01,-1.239358708e-01,9.725286067e-02,-1.782162338e-01,-1.058316678e-01,-8.834490180e-02,-1.801672019e-02,-3.409928977e-01,-8.648042381e-02,3.444792926e-01,-1.726110727e-01,3.074631393e-01,-1.239141971e-01,-1.267328858e-01,1.346993744e-01,7.003223151e-02,-8.797237277e-02,4.192370549e-02,-6.148167700e-02,-3.595260903e-02,1.170109678e-02,1.894166507e-02,-1.071711630e-02,1.505894512e-01,2.555429637e-01,-1.389803439e-01,-5.957103148e-02,-1.398549974e-01,-6.732985377e-02,1.298108101e-01,-1.421035547e-02,1.051826850e-01,-7.675990462e-02,-8.880489320e-02,1.404000446e-02,-1.729395799e-02,9.460622072e-02,2.142344136e-03,1.150004449e-03,5.876586586e-02,6.959822029e-02,2.092696913e-02,-7.638560236e-02,6.790935993e-02,-8.965477347e-02,-2.915229648e-02,-1.131744310e-01,1.817075014e-01,-6.697751582e-02,-1.253207028e-01,9.512627497e-03,2.242888324e-02,1.614672691e-01,1.488941908e-02,-9.434591979e-02,-7.662265003e-02,-6.005735695e-02,-5.508758873e-02,-9.294661880e-02,1.902488321e-01,-8.194683492e-02,-1.218249872e-01,-7.059562206e-02,-4.831519723e-02,-5.146402121e-02,4.868431389e-02,-1.030643210e-01,1.236230284e-01,-1.166346446e-01,1.182833314e-01,2.495264262e-01,2.541351616e-01,1.126577929e-01,-2.884102762e-01,-1.695055813e-01,-1.780491471e-01,-1.169654429e-01,2.042489648e-01,1.245282590e-01,1.452536136e-01,4.689307138e-02,6.212084740e-02,1.058517769e-01,-9.239540249e-02,-5.493557081e-02,-2.869494027e-03,3.211044893e-02,-8.322636783e-02,2.990834042e-02,-5.545412004e-02,8.838002384e-02,-1.081957221e-01,1.175898239e-01,6.548041850e-02,9.413386136e-02,-8.124451339e-02,-1.869130880e-02,-2.631312702e-03,1.283410564e-02,-8.251713961e-02,2.204000056e-01,-1.183446348e-01,1.084472686e-01,-1.033611745e-01,7.107674330e-02,6.291274447e-03,1.055040583e-01,1.746392064e-02,-2.426094003e-02,-6.602942944e-02,2.301810775e-03,-9.651155770e-02,-1.245997474e-01,-2.795575745e-02,-3.213078380e-01,-2.936396375e-02,5.642588809e-02,-2.846808732e-02,-4.898807034e-02,-1.946963966e-01,-2.048797756e-01,-7.845637947e-02,-1.600791216e-01,4.726173729e-02,7.798478007e-02,-4.770906270e-02,1.007632241e-01,9.952453896e-03,-3.788128197e-01,9.218775481e-02,-6.549408287e-02,9.440325946e-02,-1.104359236e-02,-1.111789718e-01,-3.821961954e-02,1.927192360e-01,1.941007972e-01,-3.489941359e-01,9.309463203e-02,-1.406780779e-01,2.220155112e-02,2.962133102e-02,-3.224413469e-02,-1.302233189e-01,-1.345583200e-01,9.975610673e-02,1.137152910e-01,-1.173338592e-01,-1.469991803e-01,-2.564365417e-02,5.605847761e-02,-6.724412087e-03,-9.039178491e-02,3.059869446e-02,-1.169271127e-05,-9.937768430e-02,-2.195279449e-01,3.590229526e-02,1.284978446e-02,5.418058112e-02,4.920443147e-02,6.192943826e-02,1.091669127e-02,3.753520176e-02,1.021701396e-01,-1.418099403e-01,1.185631678e-01,-6.564694643e-02,9.625496715e-02,-1.048412919e-01,1.231612042e-01,4.462547600e-02,9.665602446e-02,-6.629250711e-04,-1.794715673e-01,7.447648328e-03,-2.396365814e-02,-6.105776131e-02,-4.049079120e-02,1.022457108e-01,-1.785073727e-01,5.051414296e-02,-8.517813683e-02,2.107230872e-01,1.144279093e-01,2.642188668e-01,-7.797075808e-02,-6.032478437e-02,4.582186788e-02,2.108718157e-01,1.087190583e-01,-3.698150814e-02,2.958812714e-01,-9.327793121e-02,-1.150215566e-01,1.675659604e-02,6.872981787e-02,-2.401033975e-02,-1.005285755e-01,3.606360033e-02,1.766442321e-02,3.100553155e-01,4.872542247e-02,2.496941090e-01,1.157495528e-01,-7.715141028e-02,-2.350863814e-02,9.196218103e-02,-1.630676724e-02,1.456035972e-01,-3.806664422e-02,-7.412600517e-02,1.727110744e-01,-3.964667395e-02,-5.527894571e-02,1.282081604e-01,-1.182015166e-01,1.640724689e-01,1.829884946e-01,1.502888557e-02,-2.607729137e-01,3.788326681e-02,1.764327846e-02,3.955044970e-02,5.459886417e-02,6.386365741e-03,-2.318273857e-02,-1.955447160e-02,5.612652749e-02,5.159635842e-02,-2.186122164e-02,-1.315790415e-01,1.344982386e-01,-4.357844964e-02,2.140832366e-03,1.290103421e-03,-1.211024225e-01,6.318391114e-02,-2.147786170e-01,-1.501552016e-01,3.101641685e-02,2.184042940e-03,7.904668152e-02,1.319408715e-01,-8.012233675e-02,-2.054876089e-01,3.190065175e-02,1.815342307e-01,1.987490952e-01,1.142332256e-01,1.361468434e-01,1.009602323e-01,2.192705870e-02,1.719946414e-01,3.826215118e-02,-1.076122373e-01,3.094854951e-01,-1.648273170e-01,-4.615576193e-02,-4.811715335e-02,2.981029451e-03,6.561960280e-02,-1.261877865e-01,2.776428312e-02,-2.846407704e-02,2.052106112e-01,7.222580165e-02,1.557368487e-01,-5.559108220e-03,3.874238953e-02,2.779843099e-02,7.706581056e-02,3.144293651e-02,2.067156881e-01,-9.459018707e-02,-3.519108146e-02,-2.692915201e-01,8.736594021e-02,-1.781287044e-02,2.081504650e-02,-7.847965753e-05,1.727148145e-01,-1.335934252e-01,4.557590000e-03,1.018721517e-02,4.955633357e-02,-1.192347780e-01,-1.587090641e-01,1.275174022e-01,-1.520614326e-01,-7.880061865e-02,-5.289645866e-02,1.046670973e-01,-6.614048034e-03,-1.075332239e-02,2.465187460e-01,3.229274880e-03,-5.727481470e-02,8.746815473e-02,2.645468526e-02,-1.719614118e-02,-1.527719349e-01,-1.575350948e-02,-1.743455976e-01,-1.162924059e-02,-2.823896706e-01,1.622107476e-01,-1.065291613e-01,-2.850966752e-01,1.071419567e-01,-1.675494462e-01,8.768866956e-02,4.041071236e-01,3.209681511e-01,1.106055453e-01,-1.505925804e-01,5.186776072e-02,1.621924937e-01,1.453479528e-01,1.351024508e-01,2.822813988e-01,2.289926074e-02,-7.673403248e-03,-1.816315018e-02,-9.619354457e-02,-1.546797156e-01,-9.237341583e-02,-5.507810041e-02,-6.411389261e-02,3.387911916e-01,-5.276875570e-03,3.253456354e-01,-7.249757648e-02,-1.766923815e-02,-4.932331294e-02,-6.178044528e-02,4.506734386e-02,-5.123540014e-02,-2.889363840e-02,1.028172150e-01,-1.074818075e-01,2.530846000e-01,-9.597631544e-02,-1.193868276e-02,-4.139468446e-02,-2.053031772e-01,3.197648749e-02,-1.886226982e-02,-7.723101228e-02,1.551920199e-03,3.467127681e-02,-5.162185431e-02,-4.284347408e-03,-8.375266939e-02,-2.046782970e-01,1.183141395e-01,-7.793988287e-02,-8.580607176e-02,-9.369302541e-02,-2.357585169e-02,-5.808308721e-02,5.202216282e-02,7.375572622e-02,8.955226839e-02,1.081577018e-01,7.476013899e-02 +biases1 = 6.444882274e-06,9.478561580e-03,3.840132558e-05,-1.443774719e-02,-3.651078790e-02,4.128096160e-03,4.335140809e-02,2.285092633e-04,8.121193387e-04,1.012990028e-01,2.746363636e-03,2.776323259e-02,5.659275121e-05,-5.386101827e-02,6.136696902e-04,-4.486214742e-02,-6.028938628e-07,1.124360831e-03,-1.004935130e-01,-3.726694733e-03,-1.882520337e-05,-4.025344551e-02,-2.573009953e-02,3.996841609e-02,4.187905788e-02,-1.964434795e-02,7.871960849e-02,-2.121662349e-01,7.210776210e-03,-1.537445001e-02,1.800343022e-02,1.547453273e-02 +weights2 = -5.480762920e-04,-7.574320585e-02,-3.205414687e-04,-5.373447388e-02,1.972530931e-01,-6.481802091e-03,-5.159743875e-02,1.925234683e-03,2.728163498e-03,3.310339451e-01,4.961526096e-01,5.597954988e-01,8.392471354e-04,-7.382674515e-02,-1.021471620e-02,3.336008787e-01,-3.532218107e-04,-8.077003993e-03,8.028031588e-01,-4.796678573e-02,-1.738797000e-04,-7.649027556e-02,-5.476292223e-02,-7.974156737e-02,-7.687871158e-02,-8.101164550e-02,-7.809954882e-02,8.723176718e-01,-3.482665867e-02,5.227540731e-01,-5.211386830e-02,-8.238342404e-02 +biases2 = 4.595575482e-02 diff --git a/params/D00112.001.txt b/params/D00112.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..480057da84f2dd647013617c82ca77ee9e6c32f1 --- /dev/null +++ b/params/D00112.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 2.629413037e-03,-1.799838543e-01,-2.503483593e-01,4.492414440e-09,-1.284449548e-01,3.892965913e-01,5.971330097e-09,-2.055480182e-01,3.567740619e-01,1.976944208e-01,-2.442138270e-02,-2.870555127e-09,2.055284828e-01,6.777210534e-02,-4.352323115e-01,6.747452915e-02,-1.508931816e-01,-4.466875643e-02,-1.816415787e-01,2.705761309e-11,-1.554649174e-01,-1.618615091e-01,-6.996065061e-09,2.075069696e-01,-5.288977027e-01,-3.202491701e-01,-2.344086766e-01,-8.424534848e-09,-2.792579532e-01,-3.580824137e-01,2.911628783e-01,-6.232010201e-02,1.034753695e-01,1.531280577e-01,2.677441835e-01,4.725329017e-09,6.409405917e-02,-1.124968305e-01,-1.565982122e-09,-1.641907394e-01,8.196130395e-03,-1.202399805e-01,-5.114540085e-02,-6.465864288e-09,4.063598439e-02,2.103625089e-01,-2.558165789e-01,-2.474146429e-03,-1.320965737e-01,5.987353623e-02,-2.877433226e-02,1.040020248e-08,3.715100139e-02,-2.609167695e-01,6.687689513e-09,9.848983586e-02,-1.317638606e-01,-1.127618328e-01,-6.541823596e-02,-2.309638036e-09,-9.354351461e-02,-1.599499434e-01,2.980556488e-01,-5.019001663e-02,-2.332919836e-01,-1.884257644e-01,8.153609931e-02,5.505579104e-09,2.283836603e-01,-2.253576666e-01,-7.180435690e-10,-1.324908584e-01,-3.346397355e-02,-3.319409490e-02,1.012268942e-02,4.280054089e-09,-1.092098579e-01,-2.093846053e-01,-2.726995200e-02,-7.121985406e-02,-1.469575912e-01,2.062078565e-01,-2.837832272e-01,6.317248946e-09,-1.184879616e-01,-4.228429124e-02,-5.125995184e-09,2.141939849e-01,-3.145673275e-01,-3.441264927e-01,-2.746011019e-01,7.253556866e-09,-1.207285374e-01,-2.605496049e-01,1.192577481e-01,-1.661908999e-02,3.861060366e-02,-6.466502696e-02,5.123033375e-02,3.248194824e-09,-8.777834475e-02,3.870113790e-01,-7.156097492e-09,-2.610102296e-01,5.371059850e-02,1.916781813e-01,-6.137168780e-02,-4.318915892e-09,1.777612567e-01,4.471157789e-01,-1.569088399e-01,5.018425360e-02,1.639044732e-01,3.465548903e-02,-4.724964499e-02,-1.267341010e-09,-2.045952976e-01,-2.661738098e-01,-2.984475556e-09,1.143309399e-01,-1.300153439e-03,-1.669443995e-01,-5.265674368e-02,5.034200168e-09,-7.176861167e-02,-2.074176967e-01,-3.662587330e-02,-6.283016410e-03,9.858500212e-02,-3.493606448e-01,-1.369803250e-01,-4.552063615e-09,1.043537930e-01,-2.665583193e-01,-4.512512586e-09,-1.093104556e-01,-3.369392082e-02,-3.789194524e-01,-6.130155176e-03,8.966257958e-09,9.874354303e-02,1.162979603e-01,-1.597111076e-01,-5.349354818e-03,-2.355751246e-01,3.258160949e-01,-2.350326926e-01,-4.015551447e-09,-2.135551572e-01,-1.399873793e-01,-1.682488038e-09,9.992052615e-02,-1.182652265e-01,-1.860840321e-01,-4.154598415e-01,3.035691476e-09,1.010314152e-01,-4.564325213e-01,2.337995917e-01,-7.501876354e-02,-8.506324887e-02,-2.723627258e-03,-6.063924357e-02,-1.305627495e-09,7.924361527e-02,4.118797183e-01,5.219583099e-10,-2.453970462e-01,-8.321468532e-02,1.294176280e-01,-3.198821843e-02,-3.800419535e-09,-3.032920957e-01,1.592754424e-01,-5.261695981e-01,3.084759461e-03,4.367600754e-02,1.543388609e-02,2.414770871e-01,-1.208883393e-08,-1.585465223e-01,-1.497280598e-01,4.408748033e-09,1.932399273e-01,-5.800530687e-02,7.590429485e-02,7.221148163e-02,-3.982048913e-09,-2.442269772e-02,-5.733677372e-02,3.480952084e-01,2.850233763e-02,9.046456218e-02,-2.782587707e-01,-2.826062143e-01,1.525289339e-09,-2.668831050e-01,2.461188883e-01,4.088722250e-09,2.135322802e-02,5.019093156e-01,-4.451221824e-01,-4.839746654e-01,-1.392664761e-09,1.504092664e-01,-3.480803967e-01,2.865912952e-02,-1.151816547e-02,3.074771725e-02,6.052372977e-03,-2.665821910e-01,-7.298107896e-09,3.406960517e-03,-2.575368881e-01,-6.886459403e-09,4.295570776e-02,-3.131048381e-01,7.922193408e-02,-4.815324247e-01,-1.029639596e-09,1.952965558e-02,5.495344475e-02,-8.219453692e-02,-4.029527679e-02,-8.663774282e-02,-7.081603631e-03,-4.798038304e-02,-3.373415991e-09,2.563271224e-01,1.377917379e-01,-4.871294035e-09,-3.402628303e-01,-3.206507266e-01,-1.263231486e-01,-4.836087227e-01,-4.085477734e-09,-1.165271476e-01,-1.867206544e-01,-3.055252135e-01,1.155751757e-02,-2.115215212e-01,2.720228434e-01,4.058375359e-01,-4.776792295e-09,-1.756979823e-01,-2.793609500e-01,1.039888442e-08,2.117358595e-01,-1.614119858e-01,1.321420819e-01,1.072109103e+00,-5.481031629e-09,-1.784113795e-01,2.410840541e-01,2.574781477e-01,-7.697563153e-03,-1.199521497e-01,-2.406978458e-01,6.136823297e-01,9.308164794e-10,4.588734806e-01,-6.388261914e-02,-2.037260804e-09,3.105030954e-02,-2.901253998e-01,9.392332435e-01,9.710936546e-01,-5.346623144e-09,-1.040597707e-01,7.068870068e-01,1.446554717e-02,-7.761804760e-02,1.344156712e-01,2.938815653e-01,-2.641809583e-01,9.027804282e-09,-2.209860533e-01,1.153139174e-01,-6.870027658e-09,1.994309723e-01,2.806385234e-02,-3.875499666e-01,-4.209688008e-01,4.937457110e-09,-1.497293562e-01,-3.677741289e-01,1.672016978e-01,-1.075598132e-02,-1.297162026e-01,-6.961768027e-03,-3.111675382e-01,-6.910038763e-09,-1.642511785e-01,1.497413069e-01,-7.183360573e-09,-4.237814844e-01,-2.794470638e-02,-4.205428362e-01,-5.207349062e-01,-3.941257098e-09,8.051604778e-02,-2.514596879e-01,-3.661434352e-01,-1.676769555e-02,-5.862043425e-02,-5.308982730e-02,-2.312263697e-01,-1.024564522e-08,-2.556548715e-01,-3.539188504e-01,2.950842903e-09,1.282170415e-01,-1.616544090e-03,-4.851261377e-01,-4.068196714e-01,3.205004928e-09,4.537012801e-02,-3.201787174e-01,8.165036142e-02,6.455476582e-02,1.790175587e-01,-2.294304669e-01,-2.719252706e-01,4.498383888e-09,-2.473637313e-01,5.957834423e-03,5.110054158e-09,8.974243701e-02,1.203326881e-01,-2.596011162e-01,-3.976402283e-01,8.234903426e-09,-1.176168919e-01,-1.801292002e-01,-4.683927894e-01,1.333404481e-01,-6.824012846e-02,6.270899624e-02,-2.575393319e-01,-8.204801283e-09,-5.032415688e-02,1.449006349e-01,4.715107416e-09,1.541799773e-02,-1.593794972e-01,-3.184752464e-01,-4.391656816e-01,-2.948837841e-09,1.245516688e-01,-3.255232573e-01,-5.526458845e-02,-6.069604307e-02,1.115549356e-02,-1.964534866e-03,5.456884503e-01,-7.777438249e-09,9.158743173e-02,-8.788146824e-02,1.272291494e-09,-2.731906474e-01,-1.062704530e-02,6.463849545e-01,8.927922845e-01,-2.553852907e-09,-1.317690611e-01,5.804468989e-01,-3.287688792e-01,-6.006546691e-02,-3.013951480e-01,1.553823501e-01,-2.068063319e-01,1.462362564e-09,2.244861424e-02,-2.119924575e-01,-1.734196897e-09,1.045294553e-01,-2.480620295e-01,-4.207077026e-01,-4.324310422e-01,2.408982125e-09,-2.048586612e-04,-3.060974479e-01,7.551859021e-01,-5.117431283e-02,-3.150895983e-02,-2.760783136e-01,-1.972026974e-01,6.210718162e-09,-3.082008474e-02,1.546755582e-01,-3.194105203e-09,2.906578183e-01,1.781020761e-01,-2.688408792e-01,-2.077811956e-01,-8.637356608e-09,8.525695652e-02,-1.240382940e-01,-1.468393803e-01,-6.087292358e-02,-9.443619102e-02,1.647719592e-01,-1.974352449e-01,1.372193825e-08,-2.921581268e-01,-6.733594090e-02,-3.776265523e-09,-2.374217063e-01,-4.377268851e-01,-4.593921006e-01,-5.418041348e-01,4.579278290e-09,1.135263778e-02,-1.691200733e-01,4.674346128e-04,-6.415949017e-02,7.849007100e-02,-1.560184062e-01,2.864860892e-01,-6.285558740e-09,3.104322255e-01,1.390473638e-02,-1.892819013e-09,-5.652785301e-01,1.215355657e-02,7.330639958e-01,7.068223953e-01,-9.216304164e-09,-7.942529023e-02,2.444673777e-01,2.325560153e-01,1.402065158e-01,-1.263609082e-01,2.561323345e-01,-7.980126143e-02,1.213418810e-09,-1.692878008e-01,-2.513419688e-01,5.223012689e-09,4.519811273e-01,-4.823768511e-02,-3.573507667e-01,-3.349309564e-01,-2.166079538e-09,-1.471626461e-01,-1.817687154e-01,-1.841399074e-01,-5.522061512e-02,-1.948807389e-02,-4.768569767e-01,-2.347381599e-02,-8.143604902e-09,-2.519479394e-01,-2.720558345e-01,2.391200793e-09,2.720375657e-01,-5.595460534e-01,-3.330100775e-01,-1.474913061e-01,1.097294966e-08,-4.400141537e-02,9.242631495e-02,1.760634780e-01,-5.510846153e-02,-2.120955139e-01,1.636301726e-01,-2.602094710e-01,8.514859040e-09,1.632056944e-02,1.068681851e-01,-1.100301805e-08,-2.167085260e-01,1.090034768e-01,-4.810727760e-02,-2.691650391e-01,-4.172916235e-09,1.300080121e-01,-1.429112107e-01,-9.089488536e-02,-5.536818877e-02,1.568385065e-01,1.477233768e-01,1.457050294e-01,-7.243330380e-09,-1.212238669e-01,1.244708896e-01,-7.147910708e-09,-4.944886640e-02,-3.678857982e-01,6.049337983e-01,-5.480560660e-02,9.256289069e-09,5.491179973e-02,-5.767950788e-02,9.147085249e-03,1.092450917e-01,-9.698501229e-02,1.507974714e-01,-5.336586013e-02,2.205461092e-10,1.685426086e-01,-1.116883680e-01,2.430244062e-10,-6.309622526e-02,5.186452270e-01,-5.756081939e-01,9.164932370e-02,-7.224170595e-09,-2.712351978e-01,-1.277772337e-01,-1.916129440e-01,-3.841855749e-02,-8.754620701e-02,1.912516803e-01,2.589027025e-02,5.938172620e-09,5.869451761e-01,-4.055226967e-02,9.843971860e-09,3.335033953e-01,8.011107445e-01,-1.675592214e-01,-2.601678018e-03,9.770243642e-11,-8.100581169e-02,-2.868259139e-02,1.753871590e-01,-2.738692611e-02,-1.467153579e-01,-3.155686557e-01,-1.278577149e-01,-1.109527470e-09,-2.603932917e-01,1.515073422e-02,-5.728340469e-09,-2.769357860e-01,-3.546072245e-01,2.884788215e-01,-2.314800173e-01,-3.726387643e-09,4.779228009e-03,-3.614229858e-01,-1.883614808e-01,-6.850817055e-02,1.211409867e-01,2.131773531e-01,-4.132599011e-02,8.871540835e-09,-2.860736549e-01,7.785492390e-02,7.742785968e-09,-5.646633506e-01,-4.707868695e-01,-4.321962595e-01,-2.449178100e-01,5.038507833e-09,1.608409733e-01,3.099794686e-01,-2.012588084e-01,9.181788564e-02,-5.974919721e-02,-9.914016724e-02,-4.933951795e-02,5.237298595e-09,-2.221310288e-01,-2.057336569e-01,-4.399263620e-09,4.464420974e-01,-2.670752108e-01,-4.403590783e-02,9.617146850e-02,-2.277775968e-09,-2.123028189e-01,-1.545771211e-01,1.148919463e-01,-3.960323706e-02,-4.429438710e-02,3.574333489e-01,1.282579601e-01,5.716594309e-09,-1.414331198e-01,-1.629612744e-01,1.695216523e-09,-2.566457987e-01,-3.079463840e-01,4.907266423e-02,1.901960820e-01,-5.032272821e-09,-3.299143538e-02,-6.718478352e-02,1.721545160e-01,3.271763772e-02,-1.143363565e-01,-2.158733606e-01,-4.199879989e-02,-2.843554503e-09,-7.610727102e-02,1.127691641e-01,-6.731561975e-09,6.246509552e-01,-3.330127299e-01,-6.428641826e-02,-1.331700087e-01,-7.502347188e-09,-7.003473490e-02,-5.966137350e-02,-1.069147959e-01,-4.597137868e-02,3.289000690e-02,-2.337821573e-01,-2.062826306e-01,-9.237616005e-09,2.396685481e-01,5.891784281e-02,-4.384963948e-09,-2.428082973e-01,7.359806895e-01,-4.312762618e-01,-2.062766403e-01,1.007645842e-10,1.477364078e-02,8.062355220e-02,-6.460993737e-02,-1.513894880e-03,-4.842200875e-02,8.355687559e-02,-7.474590838e-02,-8.915348459e-09,-2.021545023e-01,-1.597993821e-01,-7.822477777e-09,-1.808648556e-01,-3.848058283e-01,9.265321493e-02,-2.263232321e-01,-9.184325300e-09,-3.342625499e-02,-1.872257292e-01,-1.009441465e-01,-3.269144520e-02,-3.911371529e-02,2.567721307e-01,-2.623058856e-01,-7.276251601e-09,1.721402258e-02,2.874387428e-02,-5.453624663e-09,-3.502312005e-01,-4.829027131e-02,-1.690921932e-01,8.502161503e-02,-4.465404047e-09,3.340817615e-02,-8.751460165e-02,2.380856276e-01,2.255090699e-02,-6.605473161e-02,-9.638183564e-02,-2.139816992e-02,8.359561932e-09,-1.032205746e-01,-1.334974617e-01,3.766348122e-09,1.057501063e-01,-4.209592044e-01,8.714049309e-02,-2.249525040e-01,-1.115934456e-08,-1.153183728e-01,4.893231019e-02,-1.271381378e-01,2.070268616e-03,1.024446040e-01,-2.341680601e-02,-1.742208935e-02,6.148373366e-09,4.683062434e-02,1.612945795e-01,-7.009757219e-09,-2.144080698e-01,4.190365374e-01,-2.769692242e-01,-2.823014371e-02,-1.560580221e-09,8.362311870e-02,1.484156698e-01,-6.290448457e-02,-1.177151501e-02,-1.711421162e-01,-1.429528743e-01,1.066153646e-01,-6.525211926e-09,-1.436348110e-01,-2.069462985e-01,8.794095230e-09,4.003073871e-01,-2.404545248e-01,1.031939755e-03,-2.085365802e-01,-9.203006357e-09,-1.287713349e-01,-3.451404870e-01,-1.441038102e-01,-6.087839231e-02,-2.206478417e-01,1.029852554e-01,2.253550570e-03,-7.464361573e-09,6.831081212e-02,-1.070372686e-01,-1.703954200e-09,-1.589780450e-01,-4.332475737e-02,1.688688993e-03,-1.310619116e-01,-8.355883985e-09,-9.463346004e-02,3.866284154e-03,2.357549369e-01,-1.241196226e-02,9.789281338e-02,-1.120847166e-01,-9.735156596e-02,4.330135361e-09,-1.510621160e-01,-2.533109300e-02,6.699909516e-09,-9.586522356e-03,-9.513705224e-02,-1.362186521e-01,-9.807464480e-02,-5.318879559e-09,-1.096798182e-01,4.891698807e-02,1.677991450e-02,-1.689448580e-02,9.429891594e-03,-3.830057383e-01,-2.540707290e-01,8.427574194e-09,1.607339270e-02,1.225794405e-01,1.708848063e-09,-2.412185818e-02,-3.186483681e-01,-9.337478131e-02,7.706387900e-03,-5.458568708e-09,1.901222616e-01,-5.398170650e-02,-3.249143958e-01,-1.258285344e-02,-6.514260173e-02,3.791821599e-01,1.526349485e-01,6.682655318e-09,-1.184604317e-01,-1.389511228e-01,-4.739794335e-09,1.325249970e-01,1.654468179e-01,-1.238033250e-01,-1.494903266e-01,-3.653967573e-09,-1.089088470e-01,-2.354023606e-01,-2.495466173e-02,-1.858313568e-03,2.757385671e-01,1.490170956e-01,9.078931995e-03,-4.394705044e-09,-1.302747130e-01,-2.175454497e-01,2.825075951e-09,6.652931869e-02,2.090156227e-01,-9.504967928e-02,-6.446199119e-02,3.249972957e-09,-1.859165281e-01,-2.458070815e-01,1.874256432e-01,-4.220718145e-02,-1.700351089e-01,7.425572257e-04,-1.057453528e-01,5.653279622e-09,-1.300114989e-01,1.472125649e-01,5.551307330e-11,-1.118847448e-02,-2.838024795e-01,-1.916625053e-01,-1.618221849e-01,5.967933259e-09,-1.501821578e-01,2.320838161e-02,4.338851199e-02,-4.790942743e-02,-1.052723750e-01,6.595695019e-02,8.500862122e-02,-6.990088508e-09,1.755480096e-02,5.508167669e-02,9.581978544e-10,-1.695059538e-01,-1.519690305e-01,-1.220851392e-01,-1.187460721e-01,1.848942222e-09,2.980163097e-01,1.354637593e-01,-2.120136619e-01,2.910646051e-02,-1.731806546e-01,-2.300178260e-01,-1.819567084e-01,-7.982015937e-09,6.144114211e-02,-1.376693547e-01,-3.296704021e-09,5.396436900e-02,-6.623643637e-02,5.857056379e-02,-2.677016705e-02,5.614001708e-09,-8.581465483e-02,-1.519816071e-01,-1.149709076e-01,1.505400985e-02,-1.776492596e-01,8.266709745e-02,-1.354826838e-01,1.016109064e-08,-4.903713614e-02,-1.883055568e-01,-5.680704351e-09,9.889092296e-02,-8.592606336e-02,-1.216331944e-01,-1.307639480e-01,-7.283833092e-09,-3.865545094e-01,-3.519616276e-02,1.809981763e-01,-1.113501564e-02,-1.491270363e-01,1.399944276e-01,-7.565365732e-02,5.759660304e-09,-1.959365606e-01,6.415286660e-02,2.971482227e-10,6.428026594e-03,-4.288907945e-01,-5.410577729e-02,-1.573329419e-01,-6.957741050e-09,1.546923816e-01,-3.634295985e-02,1.234031096e-01,-2.548064105e-02,3.633775711e-01,8.580125868e-03,6.314713508e-02,-4.857135250e-10,2.666659094e-02,9.779574722e-02,-8.624208014e-09,-1.825888902e-01,1.115495041e-01,-2.618930638e-01,-1.164370850e-01,-2.132254151e-09,2.809036672e-01,1.178887933e-01,-3.982818425e-01,-3.065964580e-02,-2.093256861e-01,-2.461043894e-01,-4.306666180e-02,4.562328293e-09,3.218391165e-02,-1.255938262e-01,2.952024625e-09,1.510722190e-02,1.087274104e-01,8.830191940e-02,2.888078243e-02,2.186827108e-10,-1.771006584e-01,-2.778807282e-01,-9.932075627e-03,1.997981407e-02,-2.340469807e-01,3.876872957e-01,-8.935349062e-03,2.777228891e-09,2.349327505e-01,-1.478770971e-01,7.594876728e-09,1.193045825e-01,1.142056510e-01,-3.057808243e-02,-6.567675620e-02,7.279362002e-09,-2.819940746e-01,-3.597058654e-01,2.121808939e-02,9.094755165e-03,-1.545555145e-01,-1.500712186e-01,-1.738862693e-01,2.932768473e-09,-2.126486897e-01,-1.942657493e-02,-5.868079800e-09,1.038739905e-01,-3.686316013e-01,-3.523883969e-02,-1.109682024e-01,5.054447416e-10,2.363989316e-02,-1.401163545e-02,-9.182303399e-02,-5.110962316e-02,4.261500835e-01,8.424051106e-02,-1.816108972e-01,-6.816247011e-10,-2.008650154e-01,-2.255519107e-02,8.553044495e-09,-3.237280250e-01,4.579775780e-02,-2.062628120e-01,-8.016995341e-02,-4.186426317e-09,4.452298284e-01,1.124595031e-01,-6.170763448e-02,1.808773540e-02,-2.088939399e-01,-3.345384896e-01,1.680566370e-01,-9.245570531e-09,-6.767678075e-03,4.278922454e-02,-4.159515399e-09,3.224946186e-02,-8.641589433e-02,-7.526890934e-02,-1.148704141e-01,1.508400627e-09,-3.125677407e-01,2.422741055e-02,3.186376393e-02,-1.947707310e-02,-2.316019237e-01,3.219605386e-01,-4.076569527e-02,7.894709775e-09,-1.016905159e-01,-2.039406300e-01,6.071375402e-09,-6.390946358e-02,-8.949313313e-02,-1.923349202e-01,-2.697831206e-02,2.256922427e-09,-3.707676530e-01,-1.711703539e-01,1.282875240e-01,-2.200589515e-02,-4.415529221e-02,-8.182564378e-02,-1.861711442e-01,-6.124206475e-09,-2.125680000e-01,-1.086332276e-02,-5.929384095e-09,5.453357846e-02,-9.583556652e-02,1.155064180e-01,-1.596325785e-01,-6.876110348e-09,5.313934088e-01,-3.184736893e-02,-6.689054519e-02,-2.674090862e-02,3.356422186e-01,-3.979923725e-01,-4.973690957e-03,4.613432303e-09,9.504956007e-02,6.907199323e-02,5.773693079e-09,-2.071100920e-01,-6.712079793e-02,-1.904102415e-01,3.118653782e-02,-5.251595603e-09,-2.792328894e-01,-1.831849292e-02,-1.171449572e-01,3.095752187e-02,-2.325863689e-01,1.443192661e-01,3.730220348e-02,2.509003005e-09,3.615889326e-02,-4.496739712e-03,-9.208875440e-09,1.575598866e-01,-3.542369604e-02,-8.665035665e-02,-2.215903401e-01,6.308364497e-09,-6.418904755e-03,-1.058894768e-02,-4.224966466e-02,-2.548442408e-02 +thresholds = -7.201251388e-01,-4.382253066e-02,-7.982028127e-01,-1.851526322e-03,-7.598220706e-01,-6.131294966e-01,-7.144293282e-03,-2.350563258e-01,-1.197244287e+00,-1.445188284e+00,-1.544612765e+00,-3.373164218e-03,-5.216625333e-01,-9.603588581e-01,-3.972995281e-01,-1.935613155e-01 +weights1 = 4.124513362e-03,2.974862291e-04,1.528597027e-01,-8.362339437e-02,1.658314606e-03,-1.191130877e-01,-5.166195706e-02,-1.971336640e-02,1.648709737e-02,4.277114570e-02,8.170597255e-02,1.909660697e-01,-1.988653652e-02,-1.353883296e-01,-7.719863788e-04,-7.911978289e-03,-1.220703311e-02,1.614088751e-02,-3.979569674e-02,1.943757571e-02,-1.391183469e-04,-1.843206235e-03,1.340878457e-01,5.101699755e-02,2.626513597e-03,-2.379035205e-02,-7.369169593e-02,-2.824195102e-02,3.289710581e-01,-2.064746805e-03,5.233610794e-02,1.174468920e-02,-2.895664889e-03,2.160470001e-02,2.284760214e-02,-3.065999225e-02,4.895755649e-02,-1.459868904e-02,-2.018842380e-03,1.627930813e-02,-2.115077898e-02,5.071391165e-02,3.567131236e-02,1.210251376e-01,-3.243729100e-02,-1.301923115e-02,-3.190428288e-06,3.168779239e-02,2.326642536e-02,6.239435170e-03,5.814185366e-02,-9.607132524e-03,3.036294691e-02,-1.546461973e-02,2.181236073e-02,6.372017413e-02,7.783773355e-03,3.969062865e-02,8.807383478e-03,-3.287592278e-07,7.589145005e-02,2.226477861e-02,1.675172825e-03,6.110484526e-02,1.212432515e-02,-4.009192586e-01,-1.430721581e-01,5.837465078e-02,-4.493711516e-03,6.490044296e-02,-1.585153490e-02,-1.903421730e-01,-7.706213742e-03,-1.429962367e-01,-1.420034766e-01,-5.294396281e-01,6.399127096e-02,6.491699815e-02,-2.898200043e-02,-2.528634854e-02,-1.345954835e-02,-3.872322664e-02,-2.454731017e-01,-4.339635745e-02,2.083253488e-02,-5.133565050e-03,-1.843973398e-01,-1.225184724e-01,-1.978823543e-01,9.506974369e-03,3.321396932e-02,-1.381119993e-02,-2.302685529e-01,-4.133870825e-02,-4.413188621e-02,-7.521074731e-03,-9.715045802e-03,2.531069890e-02,6.438715756e-02,2.727286424e-03,-2.090463974e-02,4.771001637e-02,6.405134499e-02,6.699246913e-02,2.066754550e-02,3.826536611e-02,7.734891772e-02,1.715386361e-01,8.715650067e-03,7.063783705e-02,2.943853103e-02,-2.629889920e-02,1.318838797e-03,1.832913607e-02,6.058036350e-03,2.936248854e-02,-8.546568453e-03,-8.695988916e-03,6.378296018e-02,-7.891857997e-03,1.370328199e-02,3.118017502e-02,-5.029694177e-03,1.185213402e-02,1.790714711e-01,-8.175288141e-02,2.017032541e-02,1.227162033e-02,-5.207532085e-04,2.573867440e-01,1.057358757e-01,1.397676114e-02,-3.634131979e-03,-1.814650744e-02,1.974027790e-02,9.472457319e-02,-8.083124645e-03,7.069218159e-02,7.026661932e-02,3.813385665e-01,-2.657255391e-03,-7.328519970e-02,6.205687672e-02,-7.379270159e-03,5.319781974e-02,2.270688862e-02,1.084067598e-01,6.469990592e-03,-3.685738146e-02,-4.002948850e-02,8.453171700e-02,9.591822326e-02,1.220632717e-01,-4.092308879e-02,-1.415828988e-02,-2.122830227e-02,2.631755769e-01,6.173261791e-04,3.050661087e-02,1.725393161e-02,2.180912904e-02,8.680764586e-02,3.498368710e-02,2.120414283e-03,2.079387382e-02,3.138669534e-03,1.327000465e-02,-3.720053285e-02,-3.881577635e-03,5.930049811e-03,1.449259836e-02,1.213078201e-02,-3.126851842e-02,1.326886192e-02,3.681237623e-02,1.219027396e-02,2.595885471e-02,1.382063050e-02,1.773476042e-02,-6.676440127e-03,9.715502150e-03,-2.536194213e-02,9.647362167e-04,-1.639888505e-04,1.112998184e-02,2.442010865e-02,-9.366445243e-03,-5.874497071e-02,3.201194108e-02,1.585152000e-03,1.485661510e-02,-2.121254057e-02,-3.807741916e-03,-1.609819243e-03,1.650615223e-02,-3.943096090e-06,1.338731777e-02,3.405460855e-03,-4.217959195e-02,-4.008147807e-04,-2.532358095e-02,1.121018920e-02,2.528768219e-02,-1.189019531e-02,-1.113079779e-04,1.363878511e-02,5.566282663e-03,6.801863015e-02,1.200746279e-02,-4.204055760e-03,-3.763416409e-02,-4.101417959e-03,-2.211863175e-02,-2.227315120e-02,3.365746513e-02,2.110851556e-02,-3.838959150e-03,2.806405164e-02,1.353154238e-02,1.963099092e-02,1.863293722e-02,4.324017838e-02,-8.969236165e-03,-2.977375686e-02,2.405339293e-02,-3.614034038e-03,3.212204028e-04,-1.892047748e-02,-2.789381705e-02,-5.897281226e-03,2.416992188e-02,4.952505231e-02,-1.925532124e-03,1.913858578e-02,1.207228284e-03,-1.393672917e-02,1.055104949e-04,-1.403680537e-02,-2.668200294e-03,6.872202270e-03,-1.573616825e-02,-2.390398271e-02,1.650565863e-02,-1.642972147e-10,1.803335361e-02,-4.996763915e-02,-4.191979766e-02,-2.609266713e-02,-1.263764314e-02,-2.688362263e-02,-4.939582199e-02,-2.737523615e-02,7.456827909e-03,-7.013677154e-03,3.128817305e-02,-2.842535265e-03,7.514528465e-03,2.542440891e-01,7.971259207e-02,3.059102409e-02,1.992030069e-02,-2.263478935e-02,-4.337782785e-02,1.551759839e-01,-7.061273605e-02,3.765426576e-02,7.873590291e-02,3.936828375e-01,-5.248241592e-03,-1.224087849e-01,8.407801390e-02,-2.874604240e-02,-5.438265577e-02,-1.763431728e-02,1.482613981e-01,-1.942252857e-03,4.038164765e-02,1.215965953e-02,1.376931220e-01,5.118564516e-02,8.547299355e-02,-1.009818818e-02,-4.495302215e-02,7.877522148e-03,1.995728761e-01,-2.428577468e-02,1.700330526e-02,-6.967013329e-02,1.757067069e-02,1.551875845e-02,3.675804706e-03,-1.361592021e-02,-3.661873983e-03,-3.979877383e-02,-1.366474107e-02,2.028998733e-02,-2.477698959e-02,4.234290496e-02,4.223160446e-02,5.215596780e-02,-3.245117888e-02,-4.258156195e-02,-5.825453904e-03,1.461246330e-02,-4.695578292e-02,-4.842197150e-02,3.742142022e-02,-1.052010525e-02,-1.768226363e-02,2.410441637e-02,1.136762928e-02,2.563728765e-02,2.786659077e-02,5.401507951e-04,-2.170221647e-03,3.075168096e-02,8.028113283e-03,3.053054970e-04,-1.792678631e-05,-3.341555968e-02,4.853308666e-03,3.065926209e-02,1.346148700e-01,-1.012135372e-01,-2.046087058e-03,-5.333678797e-02,-1.097125816e-03,3.580484167e-02,1.431188826e-02,1.064874753e-01,8.914247900e-02,1.530267745e-01,-7.797197998e-02,-2.129294127e-01,1.367359143e-02,4.512687400e-02,1.966044307e-02,5.288438872e-03,-3.879254684e-03,-2.633519284e-02,7.582177874e-03,9.943042882e-03,1.339860409e-01,1.276121289e-01,5.319600459e-03,-7.057084143e-02,-9.263805300e-02,8.182122372e-03,3.350961506e-01,5.684220698e-03,-9.976865724e-03,-6.508478429e-03,-3.293857351e-02,9.030604362e-02,-2.114720270e-02,1.700777095e-03,-4.565126076e-02,1.159917098e-02,-3.576851264e-02,7.115311921e-02,1.494050212e-02,-2.074033394e-02,6.552249193e-02,6.963001192e-02,-2.011750452e-02,-4.304907843e-02,2.813468501e-02,-4.201196134e-03,1.232081652e-02,1.405820238e-09,6.810200959e-02,1.470376458e-02,-4.399673268e-02,-2.600676939e-02,2.931391262e-02,1.496079657e-02,4.613328725e-02,-7.577254623e-02,-1.621503010e-02,-8.249106941e-06,7.624509931e-02,3.891898692e-02,-1.685438110e-05,3.742992505e-02,2.653893270e-02,-1.131808665e-02,-2.706179023e-02,2.754803561e-02,-6.337347906e-03,-3.790185787e-03,-1.002611406e-02,-5.196808651e-02,-1.390129514e-02,-1.628969796e-02,-6.518091075e-03,-3.642936423e-02,9.383072145e-03,1.924148388e-02,-3.546822350e-03,-1.122626290e-02,1.438142546e-02,-1.249306090e-02,-1.146942750e-02,-1.190280449e-02,-8.455321658e-04,2.857571095e-02,6.040859967e-03,1.413558144e-03,-1.599325053e-02,3.293675184e-02,2.019978128e-02,-8.702964988e-04,-1.877891086e-02,2.887793630e-02,-3.482508706e-03,-1.855273033e-03,1.550556719e-02,1.799109019e-02,1.000133622e-02,3.366414830e-02,-1.358583104e-02,-1.653532125e-02,9.009264410e-03,-5.412847176e-02,-3.764955699e-02,-5.668072030e-03,-1.144183450e-03,-2.820036374e-02,-3.454382345e-02,-1.781119592e-02,-1.315645874e-02,-6.470710039e-02,-2.172478242e-03,-1.205461100e-02,-5.340198800e-02,3.467519209e-02,-4.587867111e-02,5.719325040e-03,1.535730809e-02,-1.387794502e-02,-4.212195054e-02,-3.000431508e-02,-5.201113410e-03,-1.610833965e-02,-3.220511973e-02,-3.564840555e-02,-4.928728566e-02,5.001171492e-03,-4.958829656e-02,-3.130214512e-01,-1.221836209e-01,5.322011933e-02,-1.164649380e-03,5.795325339e-02,2.712656930e-02,-1.979891956e-01,-2.539978921e-02,-1.169961393e-01,-1.732767224e-01,-5.350048542e-01,1.759213023e-02,9.558274597e-02,3.726093844e-02,-4.027730227e-02,-1.083901804e-02,-2.044015331e-03,-1.717635393e-01,9.019032004e-04,-1.283559203e-02,-1.289296150e-02,-2.485693991e-01,-1.048747525e-01,-2.136636376e-01,3.545733169e-02,8.596168458e-02,-4.915775731e-02,-3.143126667e-01,-1.491544099e-04,-1.710631885e-02,-5.669812672e-03,6.873445120e-03,-1.385943294e-01,-3.099557012e-02,6.368820369e-02,1.252604881e-03,8.995749801e-02,4.162485898e-02,-9.920900315e-02,-4.553480074e-03,2.933457727e-03,-4.447196797e-02,-2.009034157e-01,5.425101891e-02,1.370935142e-01,-9.924486279e-03,-2.323390171e-02,-1.431200933e-02,-1.662782021e-02,-1.296107918e-01,-3.504991904e-02,7.408441161e-04,1.849992760e-02,-5.478752032e-02,-4.079088941e-02,-7.436544448e-02,2.752380259e-02,5.791468173e-02,5.363877397e-03,-1.284098327e-01,2.879551239e-02,-1.207093708e-02,-3.275236860e-02,-1.670116931e-02,4.660627246e-01,8.216265589e-02,4.865581635e-03,-4.854738712e-02,6.241805479e-02,-1.660599839e-03,2.983383834e-01,2.922949940e-02,8.761162311e-02,1.033666879e-01,4.481915832e-01,-2.007897012e-02,-5.771360174e-02,-2.365100197e-02,5.515507073e-04,3.603352234e-02,-1.339842938e-02,2.696536779e-01,2.275612392e-02,8.652228862e-03,2.878198773e-02,1.417367905e-01,5.723828450e-02,2.695055604e-01,-1.344597340e-02,-3.439626098e-02,-1.233685669e-02,2.636691034e-01,2.476326190e-02,-5.879125372e-02,-2.255236497e-03,3.675437346e-02,1.689773947e-01,7.715308666e-02,2.451611124e-02,-2.183479816e-02,8.405318484e-03,1.010978688e-02,7.673363388e-02,-3.302863240e-02,1.218292210e-02,-5.304111168e-03,2.387086600e-01,2.351780189e-03,-5.615112931e-02,9.056380019e-03,3.808857128e-02,-5.011979491e-03,-4.241230339e-02,9.769608080e-02,3.144661337e-02,-5.261420459e-02,-1.162073482e-02,4.812722281e-02,4.384193569e-02,1.036799029e-01,-1.353745442e-02,-1.995392144e-03,3.393292660e-03,7.953362167e-02,1.637502224e-03,3.473806719e-04,-7.958289236e-03,-5.955253146e-04,2.360886484e-01,1.549668312e-01,1.486850437e-02,1.353186183e-02,-8.286996931e-02,-5.013327580e-03,1.680494994e-01,-3.572187573e-02,1.436220109e-01,1.064240709e-01,4.666655064e-01,-2.742748894e-02,-1.745959520e-01,-1.007590815e-02,1.501263212e-02,1.583564840e-02,-4.404325038e-02,2.136081606e-01,1.858895086e-02,-1.755920798e-02,-6.224538758e-02,1.533195525e-01,1.119457185e-01,2.013644427e-01,-6.414578855e-02,-6.428172439e-02,-3.118956462e-03,3.103643358e-01,2.037675120e-03,4.818844050e-02,1.051469473e-03,1.360309497e-02,1.643944383e-01,1.746276952e-02,6.570374127e-03,1.434403937e-02,2.572917752e-02,-1.134940516e-02,9.755432606e-02,6.328541785e-04,3.477905691e-02,-9.639058262e-03,1.791548580e-01,-2.980555408e-02,-8.001904190e-02,-2.225523442e-02,-1.542725693e-02,-2.449474763e-03,-3.559517791e-05,1.501756459e-01,-4.766121879e-02,3.555977950e-03,3.998141619e-04,8.562969416e-02,6.997449324e-03,4.430023581e-02,-2.080726065e-02,-4.265739396e-02,-2.234898321e-02,9.727860987e-02,2.310861088e-02,-5.447001196e-03,-2.767628618e-02,6.385132205e-03,3.064229488e-01,1.671129316e-01,-3.157502972e-03,-5.284854211e-03,-4.971957952e-02,-5.519541353e-02,2.190803438e-01,6.949442904e-03,1.699456871e-01,1.412273794e-01,5.352668166e-01,5.014968291e-02,-1.640593857e-01,1.954845898e-02,-3.605082259e-02,8.993495256e-03,1.070325542e-02,1.072303578e-01,3.210102906e-03,1.738718897e-02,2.229008637e-02,2.385123074e-01,1.006494686e-01,1.175124273e-01,-4.222749919e-02,-3.226079280e-03,3.013350628e-02,4.363116026e-01,-3.843667731e-02,-3.840539977e-02,-1.554567646e-02,-4.932220560e-03,9.171577543e-02,3.621764015e-03,1.461077575e-02,-2.384564653e-02,-1.364026498e-02,-8.799584582e-03,5.929193273e-02,-3.571424633e-02,3.967292141e-03,1.775296987e-03,1.238558888e-01,-2.463400736e-02,1.263259258e-02,-5.234989896e-02,7.286001462e-03,3.201388195e-02,1.486062538e-02,4.034921154e-02,-1.448243018e-02,-3.364931047e-02,1.101769274e-03,1.235813182e-02,1.687173918e-02,6.093690917e-02,-6.413526833e-03,1.573194750e-02,3.961421549e-03,9.397929162e-02,-3.727072105e-02,9.886218235e-03,-6.198474765e-02,2.460895665e-02,-3.944047913e-02,-2.705222182e-02,-6.527872756e-03,9.246246191e-04,-7.133759558e-03,3.464137018e-02,-6.723903585e-03,3.497232124e-02,-1.650328748e-02,1.845639758e-02,1.935563423e-02,1.663279347e-02,8.484939113e-03,2.500266396e-02,-6.486011203e-03,1.419690996e-02,-4.026445560e-03,-1.206238847e-02,1.536147296e-02,-5.245382711e-02,-1.067707036e-02,1.718403772e-02,-3.826106712e-02,1.721659489e-02,1.075395383e-02,5.578107666e-04,8.876454085e-04,-2.367429622e-02,-4.154472146e-03,-4.822318442e-03,-2.854179591e-02,9.306814522e-03,-1.412820537e-03,3.050211817e-02,3.488462418e-03,3.106268309e-02,-4.185901344e-05,1.514282823e-02,2.046954446e-02,1.642019488e-02,-5.622016732e-03,7.917309180e-03,1.742939651e-02,-6.640134007e-02,3.022602573e-02,3.218638897e-02,-1.046111621e-02,3.994095605e-03,1.205587201e-02,5.272677541e-02,4.091982916e-02,1.363667659e-02,-5.889097974e-02,-5.689050630e-02,2.316657268e-02,-4.131007299e-04,1.960906759e-02,-7.871801034e-03,-5.280559137e-02,2.201260300e-03,2.758895420e-02,-8.968272014e-04,-1.965123042e-02,-2.258199267e-02,1.866215467e-01,1.118203700e-01,-4.783955216e-02,1.893295348e-02,-5.090697855e-02,-9.698035195e-03,1.453370154e-01,-1.681388170e-02,9.842531383e-02,1.142142043e-01,3.998688161e-01,-3.665291891e-02,-1.355013102e-01,-6.010310259e-03,4.730460420e-02,-2.661390416e-02,-9.815498255e-03,7.292649150e-02,3.523551300e-02,-3.973411024e-02,2.507231664e-03,1.236971095e-01,3.283302113e-02,4.565009847e-02,-4.395989701e-02,-5.030569062e-02,2.393476292e-02,3.197078705e-01,1.228249632e-02,1.259486180e-05,1.842747442e-02,1.271721255e-02,1.946385019e-02,4.126070067e-02,-5.422332138e-02,2.260104567e-02,3.332720604e-03,3.367945179e-02,-2.702118456e-02,-1.797088049e-02,-1.915041008e-03,-3.048674576e-02,1.983847469e-02,-3.379708529e-02,-2.303900197e-02,-5.121690780e-02,5.693045910e-03,1.696052589e-02,-1.120113768e-02,4.089867696e-02,-1.449874882e-02,-2.956192009e-02,-3.193901852e-02,3.244636208e-02,-3.895855043e-03,-4.327245057e-03,1.071042847e-02,-4.888280295e-03,-5.980330519e-03,1.594268717e-02,-3.997091949e-02,-1.119813023e-04,1.988530532e-02,-1.260866877e-02,1.852892935e-01,1.277668923e-01,-3.341221437e-02,6.607539207e-02,-1.000911146e-01,-6.887049973e-02,9.934615344e-02,-5.264852569e-02,1.275963485e-01,1.137258708e-01,2.713094354e-01,-5.755718052e-02,-1.815381199e-01,1.206641924e-02,4.831777140e-02,-3.517688438e-02,9.944679524e-10,3.043612093e-02,-4.351370968e-03,-2.993890084e-02,-2.927871048e-02,1.551544219e-01,1.128025278e-01,5.510660633e-02,-5.442861468e-02,-8.282028884e-02,-4.173973948e-02,3.789045215e-01,-4.852486029e-02,-9.516306967e-02,-3.086968884e-02,-1.905562729e-02,1.416130513e-01,5.466738343e-02,-2.226025052e-02,8.461545222e-03,2.113004588e-02,-3.822013736e-02,8.825023472e-02,1.158038806e-02,8.290771395e-02,9.432623535e-02,2.464841306e-01,-4.100134596e-02,-9.297931194e-02,1.214969787e-03,-5.221062154e-02,1.588487998e-02,1.771772467e-02,3.482253850e-02,-4.406317323e-02,3.424957627e-03,-4.602696281e-03,1.000777259e-01,-6.960906554e-03,8.559916168e-02,-1.530668233e-02,-2.393434197e-02,-2.370785922e-02,9.540565312e-02,1.011230145e-02,-3.255158663e-02,-3.854670376e-02,3.142760321e-02,-3.283948600e-01,-1.044829190e-01,2.568986081e-02,-4.454250634e-02,-3.245191881e-03,7.287814468e-02,-1.979245692e-01,1.948172972e-02,-1.055225059e-01,-4.744608328e-02,-4.344632030e-01,1.399013307e-02,7.515545189e-02,-2.962169796e-02,-4.319861531e-02,8.058753796e-03,-2.321841754e-02,-2.532160282e-01,-1.816989295e-02,-1.576123759e-02,-7.860332727e-02,-1.367265135e-01,-6.801193953e-02,-2.045890093e-01,5.322158337e-02,4.528983310e-02,-9.142765193e-04,-2.060360909e-01,1.219759602e-02,2.757706214e-03,4.200963769e-03,-4.184408858e-02,-1.089094356e-01,-9.909555316e-02,6.883903593e-02,3.282365948e-02,1.205823384e-02,7.586176042e-03,-5.488863960e-02,1.345394459e-02,-8.153045550e-03,7.712204941e-03,-1.055930927e-01,3.478180245e-02,7.569124550e-02,3.865436092e-02,-6.821966264e-03,-4.498093767e-05,-2.641959861e-02,-7.174454629e-02,-2.479388937e-02,7.741372567e-03,-1.436923537e-02,-1.329592615e-02,-3.501432389e-02,-9.416651726e-02,1.892552525e-02,4.431325197e-02,2.436905541e-02,-9.734284133e-02,-6.762581412e-03,2.646752633e-02,3.423558315e-03,3.365201876e-03,-1.281946246e-02,4.405321926e-02,-2.702469565e-02,1.405874640e-02,-3.065763600e-02,-6.521471776e-03,7.908809930e-03,-1.600950770e-02,-2.638415666e-03,4.469132796e-02,5.888609216e-02,-2.877380513e-02,-3.994141519e-02,6.384489592e-03,2.133030817e-02,-9.658041410e-03,-3.734882455e-03,2.716544829e-02,-1.351471618e-02,-1.237685885e-02,-5.393482372e-02,6.684396416e-02,3.937336430e-02,7.010416593e-03,1.374380942e-02,-5.755613372e-02,3.980577737e-02,1.599546075e-01,-3.774314374e-02,7.412139792e-03,2.065604366e-02,-2.329963073e-02,2.454856224e-02,-2.171055973e-02,-3.556912532e-03,-1.984079368e-02,-2.015928365e-02,-1.391812414e-02,-1.162861846e-02,-1.103607379e-02,-7.764819078e-03,3.654143959e-02,-2.044304647e-02,-3.968335688e-02,1.556442678e-02,-7.053950429e-02,-9.508674033e-03,-9.663701989e-03,7.877219468e-03,-1.420142781e-02,-6.080550374e-04,3.201016411e-02,-3.489967808e-02,-9.527906775e-03,1.584221050e-02,-1.322522759e-02,-3.054083697e-02,6.156279519e-02,-6.066306680e-02,-4.656558111e-02,5.514045246e-03,-8.398416452e-03,5.139370387e-07 +biases1 = 3.596423194e-03,-5.676774383e-01,-3.831525147e-02,-1.015133224e-02,-2.661469206e-02,2.043461055e-02,-8.454135619e-03,-2.888489664e-01,-2.202106873e-03,-4.158657417e-02,-4.956371710e-02,-5.791978836e-01,-4.626294831e-04,1.182908043e-01,-2.982639521e-02,-7.605986670e-03,-2.693707310e-02,-1.946536941e-04,-4.085817635e-01,9.147948003e-04,-6.673724856e-03,-1.494245138e-02,-4.819153622e-02,-2.766966447e-02,-3.442138135e-01,2.393454872e-02,4.233267531e-02,-1.791968383e-02,2.728204429e-02,-4.407495726e-03,-1.866860874e-02,-2.913813805e-03 +weights2 = 1.775361411e-02,8.692222834e-01,2.277985960e-01,-7.626686245e-02,-9.744388610e-02,-1.042970642e-01,-4.521485418e-02,5.126026869e-01,2.062118426e-02,1.970370561e-01,2.305798680e-01,1.042675376e+00,-5.849266797e-02,-2.361116707e-01,2.002806962e-02,-1.402303725e-01,-6.614466757e-02,2.100057155e-02,5.730553269e-01,7.981453091e-03,-5.910807848e-02,1.437015980e-01,3.226332366e-01,1.588689387e-01,4.967729747e-01,-7.064417750e-02,-1.042985693e-01,-9.725562483e-02,5.206438899e-01,9.884846210e-02,-7.611648738e-02,-6.726024300e-02 +biases2 = -6.086490676e-02 diff --git a/params/D00113.001.txt b/params/D00113.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e05c2b98c36a573c6b7ceceaf75e54d0ba90397 --- /dev/null +++ b/params/D00113.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -1.781873256e-01,-4.266124961e-06,5.177258328e-02,4.614372179e-02,-7.880117744e-03,-1.296470687e-02,-3.937792826e-06,3.485943377e-02,5.386922136e-02,7.072268426e-02,-3.252569586e-02,4.280939326e-02,-3.018418327e-02,3.952596337e-02,-7.229970379e-06,-1.935637556e-06,1.128402129e-01,-4.097424153e-06,-5.989812315e-02,-4.063028470e-02,1.822206192e-02,-1.615533084e-01,-5.123112260e-06,-5.921644717e-02,-8.779603988e-02,-5.876588449e-02,1.713797799e-03,-5.955132842e-02,1.146509051e-01,1.580767706e-02,-6.491050954e-06,-2.300027973e-06,-3.656734228e-01,-7.950474355e-06,-6.965000182e-02,-5.308922008e-02,-5.199467298e-03,-9.228042513e-02,-4.993110906e-06,-1.812378690e-02,-1.240954623e-01,-1.038978919e-01,1.751481742e-02,-1.286106259e-01,-7.210213225e-03,4.989143927e-03,-6.358021892e-06,-2.730758524e-06,3.209337592e-01,-4.427474323e-06,-2.463164739e-02,-1.890497096e-02,-7.123326417e-03,-1.604127884e-01,-5.569368568e-06,-4.745740443e-02,-3.112372011e-02,-5.523585901e-02,1.274490822e-02,1.311494038e-02,-8.381104469e-02,-7.532007247e-02,-4.772692591e-06,-4.264806535e-07,2.219380289e-01,-8.596051885e-06,3.815872595e-02,1.981914230e-02,1.841584034e-02,1.133427862e-02,-1.078706373e-05,-1.000211202e-02,-2.375102788e-01,-1.008417364e-02,-4.182439670e-02,-2.543932758e-02,-4.469265044e-02,-6.618809700e-02,-9.262915228e-06,-2.920490942e-06,-1.790323406e-01,-2.015370455e-06,-2.965415083e-02,-9.282258339e-03,-1.492143329e-02,-8.091558516e-02,-1.038757000e-05,-8.861760609e-03,-8.537619561e-02,-7.997921109e-02,1.937937550e-02,-6.967633963e-02,1.415303797e-01,7.097806036e-02,-8.057329978e-06,-1.646971327e-06,-1.616791636e-02,-4.353396889e-06,-6.818521768e-02,-5.822768807e-02,-2.882928122e-03,-2.568411529e-01,-9.820595551e-06,-5.694941804e-02,-1.362585723e-01,-1.120382175e-02,6.679510232e-03,1.366562955e-02,-4.891886562e-02,-8.161374182e-02,-4.996884400e-06,-7.830746654e-06,-1.368224770e-01,-4.529609669e-06,-4.272129759e-02,-1.879624464e-02,-2.578544198e-03,-1.007797420e-01,-1.000616339e-05,-1.413797867e-02,2.700016201e-01,-4.590014368e-02,1.521492284e-02,-5.080208555e-02,-5.448426306e-02,6.183715537e-02,-6.778202533e-06,-3.230380571e-06,-3.240399063e-02,-4.207332495e-06,4.028248042e-02,1.705698855e-02,-1.133973058e-02,4.067916423e-02,-1.149176660e-05,4.845574871e-02,2.035270035e-01,-1.154119074e-01,-4.791988805e-02,-1.137268171e-01,2.960334532e-02,6.341857463e-02,-6.257267614e-06,-7.017210010e-06,-6.332623307e-03,-5.862592388e-06,-2.528633922e-02,-8.903541602e-03,2.210805565e-02,-1.007428616e-01,-9.835875971e-06,-2.571786940e-02,-2.038954645e-01,-1.007408500e-01,1.676155999e-02,-1.110771894e-01,-4.197956994e-03,-4.086768627e-02,-7.190709312e-06,-5.753505775e-06,-7.105440646e-02,-7.820539395e-06,-7.866564393e-02,-4.869810119e-02,-1.471856143e-03,-2.193555236e-01,-8.238621376e-06,-7.643327117e-02,-9.459318966e-02,-5.033019930e-02,4.237010702e-02,-4.550291225e-02,-4.538123496e-03,-1.664727926e-02,-8.441822501e-06,-4.991893093e-06,-2.966597385e-04,-4.107474979e-06,-3.872389346e-02,-2.593388408e-02,-1.126848441e-02,-1.477934867e-01,-5.164639788e-06,-3.625698015e-02,-9.417160600e-02,1.193087548e-01,-1.177048497e-02,1.380600035e-01,-2.742758393e-02,-2.088903263e-02,-5.756210157e-06,-3.169343245e-06,3.886394203e-02,-4.514513876e-06,8.956382424e-02,3.433185071e-02,-6.582879461e-03,1.108653694e-01,-2.685615755e-06,7.606714964e-03,-6.721986085e-02,1.753652543e-01,-6.584990025e-02,1.300326884e-01,-7.791523635e-02,-1.027926337e-02,-6.128120276e-06,-6.714851224e-06,2.755003981e-03,-2.065244644e-06,-8.130688965e-02,-5.445609614e-02,1.957731508e-02,-2.217225581e-01,-7.263206953e-06,-2.968679741e-02,2.138454281e-02,-1.451325566e-01,-6.957372185e-03,-1.264852285e-01,3.683549911e-02,1.798457839e-02,-2.738845751e-06,-5.341311862e-06,-5.485984311e-02,-1.327877840e-06,-1.103620678e-01,-7.802312821e-02,-1.829498913e-03,-2.010782808e-01,-3.508991085e-06,-6.290616095e-02,-2.730812728e-01,-8.296298981e-02,-9.825133020e-04,-8.385456353e-02,6.807009876e-02,2.001635265e-03,-8.865260497e-06,-3.900906904e-06,-9.685769677e-02,-1.429713620e-06,-3.061124007e-04,3.167258948e-02,-1.313199382e-02,-1.152709574e-01,-3.886737886e-06,-4.956134129e-03,1.297755986e-01,-9.443967044e-02,7.324749231e-02,-5.194596946e-02,-3.355066478e-02,-2.469480410e-02,-8.091118616e-06,-3.049729003e-06,-5.262059346e-02,-4.450102097e-06,3.036559094e-03,2.246032283e-02,2.894046018e-03,7.994522899e-02,-3.708708391e-06,2.977009397e-03,1.489985883e-01,-6.487222761e-02,-5.990367383e-02,-4.890578985e-02,-7.283890992e-02,-7.770239376e-03,-5.381371466e-06,-3.460565949e-06,-3.312202170e-03,-3.435359076e-06,-2.264823951e-02,-6.231271662e-03,1.349189505e-02,-2.123662680e-01,-5.042565590e-06,-3.938746452e-02,-2.734130919e-01,-8.253798634e-02,1.178709194e-01,-1.862649247e-02,-1.291682478e-02,3.392779455e-02,-3.836075393e-06,-3.497930720e-06,-4.433408752e-02,-6.716652933e-06,-4.411894828e-02,-5.797523260e-02,-1.229563914e-02,-1.137665212e-01,-5.765708465e-06,-5.717692897e-02,1.070825979e-01,-8.738507330e-02,-1.247406472e-02,-1.438354552e-01,1.187402084e-01,-3.931784257e-02,-1.273015096e-05,-2.098611958e-06,-9.819687344e-03,-3.879709766e-06,-3.865547478e-02,-2.472978085e-02,-6.072110962e-03,-1.810161322e-01,-4.442797490e-06,3.629393876e-03,-1.718084514e-01,8.763094991e-02,-4.603664950e-02,7.911495864e-02,-3.955055401e-02,-1.833592542e-03,-6.986459994e-06,-4.560067282e-06,2.727258019e-02,-2.486601943e-06,1.240831334e-02,-7.252897136e-03,-1.360854227e-02,-7.777635753e-02,-1.519492230e-06,3.652021289e-02,-1.859529912e-01,1.041769758e-01,1.018107682e-02,7.527761906e-02,-6.756703835e-03,1.009067055e-03,-1.064974640e-05,-4.110862847e-06,-4.209809005e-02,-1.239622065e-06,-1.945670880e-02,1.480398467e-03,1.115735341e-02,-1.100231111e-01,-7.428563435e-07,-5.800898001e-02,-1.705681235e-01,-2.281697989e-01,-3.427146748e-02,-2.068578303e-01,-6.213175878e-02,3.580339253e-02,-5.188398518e-06,-4.584117619e-07,-6.861275434e-02,-4.747314051e-06,-9.935369343e-02,-6.930275261e-02,-5.911516026e-03,-1.153883860e-01,-5.226439953e-06,-5.692466348e-02,-1.613822877e-01,5.820929632e-02,4.832980037e-02,9.062994272e-02,1.235931218e-01,-2.974047326e-02,-7.304430710e-06,-1.661052465e-06,-2.664584108e-02,-2.629917390e-06,4.003894515e-03,8.603718132e-03,6.383697037e-03,-1.240217164e-01,-3.885532806e-06,-1.153556444e-02,3.287702799e-01,-8.138617128e-02,-2.480739728e-02,-9.128236771e-02,-6.127081811e-02,-2.206198685e-02,-7.996181921e-06,-2.219563839e-06,5.450127646e-04,-2.252729473e-06,1.025287528e-02,3.081231751e-02,-7.604408078e-03,-4.949550331e-01,-7.169796845e-06,2.015739866e-02,3.271043301e-01,-1.686881185e-01,1.403587218e-02,-1.391331106e-01,-6.966973841e-02,-1.923807710e-02,-3.993375685e-06,-1.833692977e-06,1.256302744e-02,-9.172665614e-07,-1.873223670e-02,-2.811897360e-02,5.117939785e-03,-3.178627491e-01,-7.036755960e-06,-8.241926134e-02,-2.124368101e-01,-1.232081205e-01,-9.080375312e-04,-1.261640638e-01,1.321120113e-01,3.374920785e-02,-7.617575648e-06,-3.544541414e-06,-1.030281186e-01,-7.608808232e-07,-1.057548299e-01,-4.952014238e-02,1.121763955e-03,-2.557844520e-01,-2.897644436e-06,-3.476039320e-02,-1.846400201e-01,-1.302750409e-01,-1.183084305e-02,-1.215319857e-01,2.786682546e-02,-6.126626860e-03,-5.969242466e-06,-9.076059087e-07,-2.016869001e-02,-2.771355412e-08,1.182695013e-02,-1.964575797e-02,-6.043358007e-04,6.414100528e-01,-2.593824775e-06,7.080394309e-03,-1.191813052e-01,2.750124335e-01,-1.846571919e-03,2.545812726e-01,-9.687805176e-02,-2.337562107e-02,-6.907147053e-06,-6.243201938e-07,8.807754144e-03,-3.104995130e-06,2.274038829e-02,-1.161956042e-02,-9.923863225e-03,5.567294359e-01,-3.082918056e-06,7.065512985e-02,-5.146055669e-02,2.786653340e-01,4.689562693e-02,2.444104403e-01,-7.291784883e-02,2.274095779e-03,-3.372600304e-06,-3.839682904e-06,-4.335026816e-02,-2.675079941e-06,-8.249874227e-03,1.089628437e-03,5.372561514e-03,-5.645990372e-01,-3.517635605e-06,-1.066662893e-01,-7.401981950e-02,-1.550528854e-01,-2.741245739e-02,-1.534301341e-01,1.981022060e-01,-1.780939847e-02,-9.607272659e-06,-1.906443231e-06,-5.352619290e-02,-1.942471499e-06,-8.963901550e-02,-5.920049176e-02,1.082749199e-02,-1.600483358e-01,-9.433408195e-06,1.202146639e-03,1.378436387e-02,-1.250873208e-01,-9.976553731e-03,-1.094945520e-01,-4.388368502e-02,7.190141827e-03,-5.173103091e-06,-6.459860288e-06,-2.202646807e-02,-4.937437552e-06,-2.724890597e-02,3.241284285e-03,-8.244212717e-03,-2.592883408e-01,-6.347426279e-06,-5.512777343e-02,-7.744528353e-02,-1.456941366e-01,-1.006260421e-02,-1.137309521e-01,-8.787840605e-02,-6.631068885e-03,-4.449836069e-06,-5.321602657e-06,2.251710556e-02,-1.568220000e-06,-5.485763773e-03,2.287697792e-02,-7.517447695e-03,-3.001233637e-01,-6.631051747e-06,-2.541635931e-02,6.866977550e-03,-1.073615775e-01,4.163504392e-02,-5.782201141e-02,-1.004553288e-01,-1.417454984e-02,-6.328912605e-06,-1.672834742e-06,-2.583775111e-02,-3.854857368e-06,-4.225149378e-02,-4.640913755e-02,3.472095123e-03,5.874396861e-02,-4.981130587e-06,-1.087627336e-01,-1.466355920e-01,-9.988173097e-02,-4.115545005e-02,-8.163976669e-02,1.212769821e-01,-1.764616184e-02,-1.153522953e-05,-1.591009323e-06,-2.535743453e-02,-6.861926977e-06,-3.844383359e-02,-3.852632130e-03,5.045886151e-03,-4.650242031e-01,-3.928681963e-06,-2.348563634e-02,6.345131993e-02,1.502993107e-01,-2.754655480e-02,1.125819385e-01,-2.056381851e-02,4.772474058e-03,-5.767507901e-06,-2.713952426e-06,-8.141450584e-02,-3.073442713e-06,-1.622106507e-02,-3.907751292e-02,-2.980966121e-03,2.791970968e-01,-4.539530892e-06,6.770984828e-02,-1.128269359e-01,-9.022370726e-02,2.650579065e-02,-1.053720340e-01,-6.828874350e-03,1.205779519e-02,-7.630870641e-06,-2.316704013e-06,1.264147577e-03,-2.938470743e-06,6.967124064e-03,3.882341087e-02,-6.165637169e-03,4.297301769e-01,-5.314577720e-06,1.103193164e-01,-4.920529947e-02,1.290119253e-02,6.479417533e-02,7.638325542e-02,-1.857843995e-02,4.862609319e-03,-2.933956921e-06,-4.171774435e-06,-1.827157661e-02,-2.639961622e-06,-4.289394245e-02,-6.283759722e-04,5.511338240e-04,-7.073079348e-01,-9.586712622e-06,-1.616778821e-01,-1.090976149e-01,-8.823987097e-02,-3.120467067e-02,-7.953987271e-02,-6.646096706e-02,-1.135237329e-02,-6.614999620e-06,-3.074712595e-06,-3.977422044e-02,-5.280974165e-06,-4.417010024e-02,-5.213175341e-02,7.059836760e-03,3.540565372e-01,-5.964976026e-06,-1.578253880e-02,-2.097005397e-02,-8.331403136e-02,-2.616922744e-02,-1.178055406e-01,7.039099187e-02,2.739349939e-02,-4.539959264e-06,-3.963235940e-06,-5.330683291e-02,-5.503079137e-06,-2.229473181e-02,-5.254510790e-02,-3.416327527e-03,-5.036725998e-01,-7.121960152e-06,-2.280910127e-02,-9.871143848e-03,1.147448923e-02,-7.964002900e-03,-1.128541492e-02,8.069833741e-03,-3.589044139e-02,-8.630187040e-06,-2.642108029e-06,-7.712953724e-03,-5.708402114e-06,-1.222440228e-01,-5.891159177e-02,-8.944911882e-03,-4.265991151e-01,-8.750408597e-06,-1.106400043e-01,9.787020274e-03,-5.162208527e-02,4.572278261e-02,-5.901023373e-02,-6.484888494e-02,-8.988599293e-03,-7.665894373e-06,-3.399467914e-06,-8.077137172e-02,-8.257008631e-06,-6.979950517e-02,-5.453800410e-02,3.081176430e-03,-4.103989899e-01,-3.104511507e-06,-1.038820371e-01,-1.067275032e-01,-7.595323771e-02,-1.099810563e-02,-8.651237190e-02,4.642128572e-02,-2.383121103e-02,-4.083185559e-06,-2.311838443e-06,-4.327787831e-02,-6.438380296e-06,-5.894492939e-02,-3.412330151e-02,1.291231066e-02,-3.939925730e-01,-5.278471235e-06,-1.151865274e-01,9.601606987e-03,-8.340299129e-02,-2.189730294e-02,-1.509006543e-04,5.598663166e-02,3.245804831e-02,-5.156674888e-06,-2.197049440e-07,2.167558298e-02,-4.095827080e-06,1.485809088e-01,8.109594136e-02,-9.014607407e-03,8.037816882e-01,-3.303528956e-06,2.397581041e-01,-1.018009111e-01,6.381398439e-02,-1.337707974e-02,1.343024150e-02,-4.413062707e-02,-1.462330576e-02,-6.516705071e-06,-2.604039828e-08,-3.776480258e-02,-4.408136192e-06,1.749718487e-01,4.994508624e-02,-1.341377292e-02,8.445995450e-01,-9.099332601e-06,2.348932177e-01,-3.163002059e-02,3.212772310e-02,6.543049961e-02,-5.394940265e-03,-6.242945418e-02,-1.053869445e-02,-3.591494533e-06,-1.679304205e-06,-8.033425361e-02,-1.907449132e-06,-1.417756230e-01,-1.012053564e-01,3.220167710e-03,-4.247358739e-01,-5.989041256e-06,-1.298653930e-01,7.359851897e-02,-1.137110516e-01,-4.071811214e-02,-1.113398299e-01,9.256982058e-02,-1.664578356e-02,-6.030169970e-06,-2.150592536e-06,4.659043998e-02,-2.689982693e-06,-4.635447636e-02,1.809517853e-02,1.500489190e-02,-4.283483028e-01,-7.770075172e-06,-9.958872944e-02,6.416871399e-02,-5.843712762e-02,-2.833154611e-02,-5.155596510e-02,1.995568909e-02,5.733738840e-02,-6.752693935e-06,-2.794702141e-06,-3.858760744e-02,-4.256739885e-06,-8.924156427e-02,-3.331476822e-02,-6.772152148e-03,-4.187171459e-01,-3.026022114e-06,-9.538180381e-02,-2.952797711e-01,-7.139374968e-03,3.051333828e-03,3.604560345e-02,-5.666622892e-02,-4.514436051e-02,-9.047950698e-06,-5.756845667e-07,-8.824601024e-02,-2.630417384e-06,-1.380793452e-01,-8.001922071e-02,7.734435494e-04,-6.621643901e-02,-4.465336588e-06,-7.555241138e-02,-2.024641261e-02,-1.161603034e-01,5.245471746e-02,-8.827540278e-02,-4.352437332e-02,2.404536353e-03,-5.144515399e-06,-7.795794659e-07,-7.092645764e-02,-2.964117130e-06,1.467550732e-02,-6.191102788e-02,-1.496361289e-02,-1.626290679e-01,-1.132337911e-05,-8.740361780e-02,1.374138445e-01,-1.356429607e-02,-2.776271477e-02,-2.654066682e-02,5.731483549e-02,1.670875587e-02,-7.016505606e-06,-5.526474979e-06,1.249245033e-01,-4.849838206e-06,-7.346660644e-02,-9.679552913e-02,2.065314166e-02,1.685846001e-01,-7.531820302e-06,2.156528383e-01,-6.889696419e-02,-7.392392028e-03,-1.584493183e-02,-2.033441514e-02,8.248452097e-03,3.293054923e-02,-8.621059351e-06,-2.236596174e-06,-7.584440708e-02,-3.369605338e-06,9.445901960e-02,1.722498238e-01,-8.443252183e-03,-3.669426143e-01,-8.963895198e-06,-1.426570415e-01,-2.374210507e-01,-1.005029958e-02,-9.391410276e-03,2.908468479e-03,-2.860151976e-02,-6.704102457e-02,-6.385745110e-06,-1.716534030e-06,-1.389455348e-01,-4.905452442e-06,1.584957540e-01,5.796632543e-02,-1.812958904e-02,-7.621113211e-02,-4.830172657e-06,-6.585232913e-02,-7.237613946e-02,2.851476893e-02,4.450288787e-02,4.376085848e-02,-7.079127431e-02,-3.697113320e-02,-4.619184438e-06,-3.080451052e-06,6.011752412e-02,-3.531963330e-06,-2.035049647e-01,-1.537243426e-01,3.260746971e-02,-9.248495102e-02,-9.065315680e-06,-1.005192380e-02,5.683708936e-02,4.222354386e-03,-3.538836166e-02,-8.174927533e-02,3.782502562e-02,5.334891006e-02,-3.652106216e-06,-2.902414963e-06,1.517796069e-01,-3.641497869e-06,7.860443555e-03,8.267168701e-02,6.527056452e-03,-1.367113888e-01,-7.897167961e-06,-4.506697878e-02,-1.074672341e-01,-2.543147467e-02,-1.745344698e-02,7.044394314e-02,4.225531965e-02,-8.070158656e-04,-2.060081897e-06,-4.045500077e-07,-1.830444187e-01,-4.820560207e-06,-6.525614113e-02,-5.339770764e-02,-2.297016047e-02,-1.217876971e-01,-4.368323061e-06,3.103120066e-02,-6.613059342e-02,-1.544663459e-01,7.788326591e-03,-1.647110879e-01,-1.586033590e-02,-3.055419959e-02,-5.698576842e-06,-3.453437330e-06,-2.449162304e-01,-3.955424290e-06,-1.246504113e-01,-7.922206074e-02,-1.611918397e-02,-1.522357762e-01,-3.729687251e-06,3.118968196e-02,-2.443022579e-01,-1.197279692e-01,4.837223515e-02,-6.010932475e-02,-5.998868868e-02,-6.635056436e-02,-9.223143024e-06,-4.005638857e-06,1.972850263e-01,-7.049117812e-06,-1.153531000e-01,-7.730626315e-02,4.431527853e-02,-1.102738604e-01,-9.443965610e-06,-9.238208085e-02,7.264234871e-02,3.749833850e-04,-4.871465266e-02,-2.013406157e-02,6.601320952e-02,1.240707412e-01,-4.997868018e-06,-1.140530458e-06,1.749602854e-01,-3.674629397e-06,-1.202201843e-01,-7.992250472e-02,-1.103498135e-02,-6.054059044e-02,-8.745220839e-06,-4.778986797e-02,6.953444332e-02,-1.572245359e-01,-3.456205828e-03,3.016493656e-02,2.227238752e-02,-1.070111338e-02,-6.978402325e-06,-9.843574844e-07,-2.374128550e-01,-3.545922482e-06,2.578292787e-01,1.699674875e-01,-1.914164796e-02,-1.041500419e-01,-5.411206075e-06,1.903428510e-02,-8.701689541e-02,1.294008046e-01,3.238682635e-03,-8.216459304e-02,-3.485895321e-02,-6.201292574e-02,-6.696706350e-06,-3.305074870e-06,-2.905078828e-01,-4.598757187e-06,2.583156228e-01,1.732978374e-01,-1.347388048e-02,-1.359782517e-01,-7.006497071e-06,-4.158703983e-02,-3.475491107e-01,1.969129145e-01,2.776289918e-02,-3.995678574e-02,-7.034427673e-02,-4.634942859e-02,-2.601800361e-06,-7.281208582e-06,2.241612673e-01,-4.844332580e-06,-1.204665601e-01,-7.972755283e-02,2.081899531e-02,-6.150098145e-02,-1.024013909e-05,-1.639279537e-02,4.690666124e-02,-1.762113534e-02,-3.150000423e-02,1.955070943e-01,5.163772032e-02,8.678982407e-02,-1.365413027e-06,-5.823605079e-06,1.309036613e-01,-4.649541552e-06,-1.359481961e-01,-8.357647061e-02,-1.100629475e-02,-5.644288659e-02,-8.351526049e-06,-1.897048019e-02,1.352765262e-01,-3.066737950e-02,-8.959135041e-03,-9.211331606e-03,1.072068419e-02,-4.698868841e-02,-1.853790764e-06,-6.251750619e-06,-1.746428311e-01,-7.897473552e-06,-1.043075323e-01,-7.648514956e-02,1.688340446e-03,-1.732803881e-01,-6.698991456e-06,-1.299267542e-02,-2.378637716e-02,-2.957915664e-01,1.212592237e-02,-2.785727084e-01,1.414793544e-03,-8.443055674e-03,-2.830898211e-06,-5.951092589e-06 +thresholds = -4.403526187e-01,-6.927825598e-05,-4.096096456e-01,-2.659074962e-01,-7.896179333e-03,-1.708829165e+00,-1.044150558e-04,-3.597938716e-01,-7.565667033e-01,-5.886881948e-01,-2.223778516e-03,-5.289816260e-01,-2.626908198e-02,-5.994644761e-02,-1.039627678e-04,-4.352322503e-05 +weights1 = 6.237875223e-01,5.542492867e-02,-2.075762313e-04,-3.642459667e-10,5.498815775e-01,2.470809780e-02,3.950555325e-01,1.905426942e-02,8.016028255e-02,-1.578467636e-04,1.745228887e+00,7.027673721e-02,-1.524183201e-03,-6.675364705e-10,4.822114110e-01,1.956188679e-02,9.364488721e-01,3.320368379e-02,6.994388700e-01,2.538030222e-02,-2.407385111e-01,2.232547849e-02,6.359041333e-01,2.215955965e-02,3.877502084e-01,3.677318618e-02,2.453965843e-01,4.224793520e-03,-1.624959055e-03,-2.260811538e-10,1.623729373e-09,9.649168131e-10 +biases1 = -3.216321468e-01 +weights2 = +biases2 = diff --git a/params/D00114.001.txt b/params/D00114.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..17906a2f1b00eb031a9290d707599dd60a5cd895 --- /dev/null +++ b/params/D00114.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 8.306209743e-02,4.920218512e-02,-1.852516830e-01,1.951726340e-02,-6.120884046e-02,-1.450783908e-01,1.009903178e-01,-1.012190655e-01,5.083167553e-02,2.225572467e-01,-6.246737670e-03,-2.093559951e-01,-8.930080384e-02,-2.274727076e-01,2.193082683e-02,-3.852300942e-01,1.824887544e-01,5.577433389e-03,5.257525295e-02,2.121196240e-01,5.562255159e-03,-3.098440468e-01,-1.439082325e-01,1.227333546e-01,1.933526397e-01,-4.329676554e-02,1.840073764e-01,-2.217751741e-01,-1.204063669e-01,1.282455772e-01,-6.240945309e-02,1.919604093e-02,-3.545031548e-01,-1.590551585e-01,-1.431490481e-01,1.484307200e-01,-3.176767528e-01,-1.109826863e-01,1.629567295e-01,-6.935283542e-02,-5.637444928e-02,-4.174955934e-02,3.203547746e-02,-1.513279676e-01,-6.469333917e-02,-4.459898770e-01,1.230318025e-01,-2.687637210e-01,-1.900535226e-01,-1.912164986e-01,3.385959938e-02,-3.966790438e-01,1.269597411e-01,1.023002639e-01,-1.242642105e-01,-3.589575887e-01,-1.794502884e-01,-1.437899768e-01,-1.971223950e-01,3.565449119e-01,-7.320017368e-02,3.757359087e-01,-7.853878289e-02,3.493580520e-01,1.678218991e-01,-1.017887145e-01,2.559069693e-01,1.524391305e-02,1.329761893e-01,-1.238551512e-01,1.761335731e-01,1.940593123e-01,7.564301789e-02,4.053207487e-02,3.027116694e-02,-2.163422257e-01,-3.027491868e-01,1.122801676e-01,6.287234719e-04,-9.773723036e-02,-9.657876939e-02,-7.695039362e-02,-2.653152347e-01,-9.405413875e-04,-5.613822341e-01,-1.501235515e-01,-7.667052746e-02,-2.739560902e-01,-5.173150450e-02,-1.220912859e-01,1.253755242e-01,-4.026009142e-01,6.711886823e-02,1.496535242e-01,-2.871316858e-02,-1.104443818e-01,-1.340480894e-01,-4.488887489e-01,-3.311954141e-01,2.011605799e-01,2.655887790e-02,-4.048227072e-01,-7.908199914e-03,-2.382192463e-01,-2.960298210e-02,8.661527187e-02,-7.233982533e-02,-3.852214292e-02,-1.384716183e-01,-1.188511997e-01,1.312266439e-01,-2.313067466e-01,-2.162295729e-01,3.319394290e-01,9.859910607e-02,-2.321968079e-01,1.554015875e-01,2.151803225e-01,-9.585661441e-02,-8.858272433e-02,1.420139056e-02,-1.156130340e-02,-7.059755921e-02,4.315738380e-01,2.641948499e-02,-3.122190535e-01,-9.910571575e-02,1.541333497e-01,-1.950565726e-01,-9.090108424e-02,-3.022453487e-01,4.768600687e-02,-2.158127427e-01,-6.462153792e-02,9.034385532e-02,-2.145642191e-01,1.211694926e-01,2.062030882e-01,4.288348556e-01,-1.967712194e-01,2.753397822e-01,7.376651466e-02,1.148426626e-02,-8.255595714e-02,1.027300134e-01,-3.170962632e-01,3.052491546e-01,2.483081073e-02,2.752286196e-01,-2.783131599e-02,-9.447157383e-02,-3.338989317e-01,7.354704291e-02,-1.532487869e-01,-1.269153357e-01,-2.952626944e-01,-4.131884277e-01,3.668774664e-01,1.597448066e-02,-2.027178556e-01,-5.825030804e-02,-1.732020825e-01,-3.565942049e-01,1.056144163e-01,-6.346328259e-01,-3.634322286e-01,3.335735574e-02,-3.581324592e-02,-1.456888765e-01,-9.785984643e-03,-1.522558033e-01,-5.907819048e-02,-3.682288527e-01,-1.270282716e-01,6.007107720e-02,-2.260628492e-01,-1.283217371e-01,2.856840491e-01,1.115503013e-01,-1.946573704e-01,3.289679587e-01,-7.706322707e-03,-3.348920122e-02,1.774569750e-01,-4.057029262e-02,-4.962631315e-02,-1.369467825e-01,3.252051175e-01,1.583321393e-01,-4.830121398e-01,-8.333412558e-02,2.258657664e-01,3.197790384e-01,5.851707235e-02,-9.162060916e-02,3.628151119e-02,1.724499613e-01,-7.784503698e-02,3.421371281e-01,9.470231831e-02,-1.173600033e-01,1.085949913e-01,9.171561897e-02,4.205017164e-02,-3.082740605e-01,7.292928547e-02,1.462583058e-02,1.279818565e-01,-2.806582153e-01,-3.260076642e-01,-5.124780815e-03,-1.275088936e-01,-2.375005633e-01,-1.238719821e-01,-1.092991605e-01,-4.526534081e-01,-1.335529983e-01,-4.482013360e-02,3.450089693e-02,-6.369756162e-02,-3.060120344e-01,2.024251372e-01,3.074009530e-02,-4.130558372e-01,-3.039529622e-01,-1.519690454e-01,-1.578358114e-01,4.476675391e-02,-4.685429633e-01,-3.058826923e-01,-3.694119304e-02,-5.075124502e-01,3.442646563e-01,1.110369265e-01,-1.310631782e-01,-3.228546083e-01,9.156360477e-02,-1.110796481e-01,7.672078442e-03,-2.224806994e-01,-1.428348292e-02,1.237758026e-01,1.250024792e-02,2.982981317e-02,2.871333361e-01,4.407824203e-02,-2.002027929e-01,4.587750733e-01,-8.487375826e-02,-1.811570227e-01,1.733658276e-02,1.186021343e-01,1.751235574e-01,-3.335536122e-01,-4.898178205e-02,2.221016437e-01,-1.489979774e-01,-2.579223812e-01,1.281238198e-01,1.727038026e-01,-2.039183974e-01,1.226700097e-01,4.111769050e-02,-4.972285926e-01,-4.144894332e-02,2.179797441e-01,2.213115394e-01,2.107630670e-02,-9.336186200e-02,-5.854734778e-02,6.562819332e-02,-1.701681316e-02,-2.351361364e-01,-1.516061090e-02,-3.199476600e-01,-6.112567335e-02,-3.305920064e-01,-2.441328168e-01,-1.743005067e-01,-4.498416781e-01,-8.451596648e-02,-2.305463850e-01,-1.540071219e-01,-2.125651389e-01,-4.558737278e-01,2.632847987e-02,-3.756814077e-02,-1.373964399e-01,-1.794761568e-01,-1.987791955e-01,-1.766806841e-01,-1.209637374e-01,-5.734388530e-02,-3.045650721e-01,2.507156730e-01,-3.764414191e-01,2.700710297e-02,1.011918187e-01,-1.870662272e-01,-1.782594621e-01,-4.546355903e-01,-2.823939547e-03,7.329569757e-02,7.180886716e-02,2.846810520e-01,1.763656288e-01,1.263375729e-01,-7.255171426e-03,3.454267085e-01,-3.770372272e-02,-1.217995286e-01,9.168256521e-01,1.074321717e-01,-9.502097964e-02,1.323045194e-01,1.440750360e-01,6.563877463e-01,-1.343617439e-01,-9.712915868e-02,-2.027793378e-01,9.944095463e-02,-3.025087900e-02,-1.729187071e-01,-1.439506467e-02,-5.477102846e-02,-1.141792238e-01,3.352174461e-01,2.066108137e-01,9.556231089e-03,3.317112476e-02,-8.654192090e-02,1.325871199e-01,-2.654570937e-01,1.547685117e-01,6.372728199e-02,-1.527353078e-01,-4.120573401e-01,-2.895471454e-01,-1.427045912e-01,-1.070752814e-01,-2.007514238e-01,-1.681541800e-01,-2.491414994e-01,-5.077201128e-01,3.980347514e-02,2.016413398e-02,3.096191287e-01,1.691618115e-01,-3.119537234e-01,-9.306234866e-02,-1.313666850e-01,-8.292898536e-03,-4.126516283e-01,-3.814293146e-01,-2.088895738e-01,-3.469353914e-02,-4.745865986e-02,-2.829762995e-01,6.511034071e-02,-1.609118581e-01,1.218808591e-01,7.652202249e-02,1.443167869e-02,-4.109059572e-01,-4.309445024e-01,-1.194417328e-01,8.647429198e-02,8.158145100e-02,4.461862445e-01,4.055337608e-01,2.824509144e-01,1.395008117e-01,5.670015141e-02,1.017258987e-01,-1.555434614e-01,5.528699234e-02,-1.628142595e-01,-1.363724470e-01,-2.247604281e-01,-1.166727468e-01,6.608937979e-01,-1.115498841e-01,-1.470634528e-02,-2.061540782e-01,-2.145865746e-02,1.578089781e-02,-9.242149442e-02,5.102444887e-01,-5.539472029e-02,-1.217556652e-02,3.565555438e-02,1.709306985e-01,1.758193225e-01,1.064989716e-01,-2.740081400e-02,-1.209719479e-01,-5.791167915e-02,-2.253297269e-01,5.499284714e-02,-1.520006061e-01,-3.791523278e-01,-3.018207848e-01,-3.159962893e-01,-2.767306566e-01,6.888037175e-02,-2.995489538e-01,-1.216636673e-01,-4.720612168e-01,-1.401225924e-01,-2.118297815e-01,-1.258864850e-01,4.616475198e-03,-5.405765176e-01,7.842061669e-02,-6.662896276e-02,-2.041483223e-01,-2.325879186e-01,-2.108831555e-01,-9.487836063e-02,3.984452784e-02,-3.001734018e-01,-4.260519445e-01,3.695943952e-01,-2.939506769e-01,1.657477813e-03,3.668554127e-02,3.094044626e-01,-1.439968795e-01,-4.539053142e-01,7.399546355e-02,1.481213327e-02,-5.357615650e-02,3.541647196e-01,2.012464255e-01,2.612407804e-01,-2.900621295e-01,4.018760100e-02,2.741071880e-01,-2.878365517e-01,1.883570552e-01,-2.886670269e-02,6.229294464e-02,-1.433667094e-01,3.447253630e-02,7.048347592e-01,-9.645370394e-02,9.337879601e-04,1.243796274e-01,-2.248784006e-01,-1.218568683e-01,-1.237369776e-01,3.602481782e-01,1.379048526e-01,-5.102632567e-02,8.304248005e-02,-6.858582497e-01,6.382856518e-02,1.549939513e-01,2.142471820e-02,2.019446529e-02,-2.059715241e-01,-3.004689887e-02,1.605408937e-01,-3.601887822e-01,-2.083260715e-01,-2.324488312e-01,-1.223733351e-01,-1.454823017e-01,1.762944609e-01,-3.127647936e-01,-2.177519500e-01,-6.454153657e-01,-3.761900216e-02,1.876547933e-02,-1.592321694e-01,-1.444809586e-01,-3.469662070e-01,2.483821511e-01,1.948899962e-02,-1.489946842e-01,-2.191288173e-01,-1.354465932e-01,-3.111384809e-02,-1.396269500e-01,-5.573174567e-04,-3.808625638e-01,8.527577668e-02,3.956303895e-01,2.066393383e-02,-2.863281406e-02,7.768459618e-02,7.267188746e-03,-3.084186912e-01,-1.425728947e-01,3.513450176e-02,-3.310078979e-01,3.731880784e-01,1.941369772e-01,3.513759002e-02,-9.181974828e-02,-5.601791739e-01,2.811143398e-01,4.525526613e-02,5.287827849e-01,-3.852680698e-02,-1.517476439e-01,7.275551558e-02,-1.087323725e-01,5.138124824e-01,-2.451654971e-01,-2.109317183e-01,5.545191169e-01,-3.392421007e-01,-4.304122031e-01,-2.713511586e-01,6.540743113e-01,1.324401051e-01,-2.838827297e-02,-8.295975626e-02,-4.630202949e-01,4.181751236e-02,-9.986764193e-02,2.687458098e-01,4.868878424e-02,-1.503408551e-01,-1.248723939e-01,6.720878929e-02,-2.250115722e-01,-3.619137406e-01,-1.608895361e-01,-4.393790662e-02,-2.185794562e-01,-5.900224671e-02,-3.238059580e-01,3.445940465e-02,-3.473277986e-01,-9.852510691e-02,-1.037835851e-01,-5.894226581e-02,-4.909624532e-02,-6.563773751e-02,-1.052560806e-01,-5.083887652e-02,-3.702885509e-01,6.598660350e-02,-7.659616321e-02,-1.414144933e-01,-9.424425662e-02,-1.775776446e-01,-2.467038184e-01,2.473519295e-01,-5.379644036e-01,1.379554509e-03,4.335184395e-01,-9.721510112e-02,-2.857527137e-02,4.542518780e-02,5.828037858e-02,2.344554961e-01,-3.346151412e-01,3.560925722e-01,3.724143505e-01,2.146779746e-01,-3.580669165e-01,-1.425056159e-01,1.352585256e-01,-2.029888630e-01,9.416797161e-01,6.375772506e-02,-2.363478243e-01,-9.995185584e-02,-1.968639642e-01,-1.770573109e-01,2.398964483e-03,-2.466894090e-01,6.444078088e-01,-2.897623479e-01,1.766741835e-02,-1.464685500e-01,-2.210383117e-01,2.502769828e-01,1.670005172e-01,6.810635328e-02,-3.181448281e-01,1.100779623e-01,1.197313592e-01,2.597039640e-01,1.139337793e-01,-4.286276400e-01,-2.816295624e-01,8.177368343e-02,2.977099717e-01,-3.388463259e-01,-1.251178831e-01,-1.110046450e-02,-1.472078860e-01,-1.491890699e-01,-4.282103479e-01,-1.100342199e-01,-5.476768613e-01,-4.141316935e-02,-1.491020769e-01,-3.595945239e-02,-1.006657705e-01,-4.485557079e-01,-5.264123157e-02,-1.224798486e-01,-2.273989469e-01,-2.854408026e-01,-3.771630824e-01,-6.755012274e-02,4.491617978e-01,1.517955773e-02,-4.498066306e-01,2.113128155e-01,-4.987954795e-01,-6.670573354e-02,-2.369486913e-02,-1.206958070e-01,-2.034210563e-01,1.338968426e-01,5.418406054e-02,1.506817192e-01,-1.524037272e-01,6.350049973e-01,1.889111251e-01,-1.696819253e-02,-9.762048721e-02,-3.627936542e-01,2.473253161e-01,-1.736683995e-01,9.577621222e-01,6.525672972e-03,4.666069523e-02,-9.037604183e-02,-3.569400683e-02,3.956274688e-01,1.107947901e-01,-1.057650894e-01,-2.031502873e-01,-1.683900952e-01,2.247561067e-01,-2.456853241e-01,-9.293201566e-02,-2.072432488e-01,-4.801728725e-01,2.443457581e-02,-1.391834915e-01,2.194751352e-01,-8.417510241e-02,1.279722303e-01,-9.559450299e-02,-3.047332168e-01,-1.910688430e-01,5.010092631e-03,-3.412588835e-01,-3.046742082e-01,-1.774993241e-01,2.549866736e-01,8.481686562e-02,2.679262459e-01,-6.117873192e-01,-5.960894749e-02,-6.949917227e-02,-2.926945314e-02,1.704977304e-01,-7.102531195e-02,-6.509765983e-02,-4.169185460e-01,4.535932466e-02,1.389524788e-01,-1.995386034e-01,-2.330855876e-01,-1.371693164e-01,-2.260293253e-02,2.153528333e-01,-3.912958875e-02,-5.980972648e-01,2.211022228e-01,7.503192127e-02,-3.445030004e-02,2.813260555e-01,-5.141839758e-02,-4.539566115e-02,-2.923426032e-01,-8.259758353e-02,-3.692222014e-02,2.137892544e-01,4.271472692e-01,-2.056686431e-01,-2.287058681e-01,-2.240519822e-01,-2.680931091e-01,1.226461411e+00,-1.901690066e-01,-2.730371058e-01,-1.473923773e-01,-3.740080595e-01,7.089998107e-03,-1.983681135e-02,6.664458513e-01,5.887031183e-02,-1.030411720e-01,4.152943566e-02,-4.180602729e-02,1.158413664e-01,-1.702104807e-01,-5.114372820e-02,-1.080023125e-02,-1.162956655e-01,-9.284453467e-03,-6.385343522e-02,2.109513283e-01,-7.782867551e-02,9.296002984e-02,-3.576602638e-01,-1.320793778e-01,-6.382124126e-02,-9.514564276e-02,-3.165123463e-01,-2.826219201e-01,-2.138518840e-01,2.157967538e-01,3.379043937e-02,-3.118323386e-01,-2.285724431e-01,-1.852063239e-01,-3.071354926e-01,-1.336925179e-01,-1.067989990e-01,-6.887128949e-02,-1.589051187e-01,-3.673587143e-01,-1.466739476e-01,-1.452256553e-02,-3.590553403e-01,1.490484327e-01,4.322929978e-01,2.760673873e-02,1.108560190e-01,-6.267452240e-02,-1.727476716e-01,2.888881266e-01,-1.621739939e-02,-5.530405790e-02,2.795204222e-01,7.365324348e-02,1.755045801e-01,-3.262360990e-01,2.474907339e-01,1.414746861e-03,-1.301912125e-02,-1.035248190e-01,-6.300419569e-01,-3.153883517e-01,-1.100908369e-01,1.389606297e-01,5.396106094e-02,-9.868501127e-02,-1.955047436e-02,-1.345614903e-02,-1.014610678e-01,-8.504979312e-02,1.152553186e-01,4.781249464e-01,-2.064116746e-01,1.123158261e-01,4.032425880e-01,-2.559618354e-01,-8.366182446e-02,-7.544373721e-02,-6.436555833e-02,8.626511693e-02,5.339132547e-01,6.695710123e-02,-2.075784206e-01,9.159412980e-02,-3.072096594e-02,1.257810146e-01,-1.344449669e-01,4.810949415e-02,-1.910783350e-01,-7.147531956e-02,-4.194813073e-01,2.461978197e-01,-2.775233388e-01,-4.549856782e-01,1.576423645e-03,-4.640967846e-01,-4.807273746e-01,6.628574431e-02,-1.567233205e-01,-8.593533188e-02,-2.127805352e-01,-1.075520813e-01,-2.877761126e-01,-3.732787967e-01,-3.573020175e-02,4.030495882e-02,-4.034147263e-01,-1.299502999e-01,3.531559408e-01,7.278154492e-01,2.824142277e-01,2.880553901e-01,-2.354618162e-02,-4.688915238e-02,9.579714388e-02,-6.542083621e-02,1.031517461e-01,3.224005923e-02,-1.816949397e-01,-2.726647556e-01,7.108943164e-02,-9.838242084e-02,-8.643791080e-02,-1.394913495e-01,-2.875595391e-01,-4.395230412e-01,-2.364006042e-01,-1.567029953e-01,-4.932241738e-01,-9.067871422e-02,-1.381890178e-01,6.814757735e-02,1.337505281e-01,-3.779613972e-02,3.781264722e-01,2.502291203e-01,-1.373988390e-02,1.335506886e-01,6.239622235e-01,2.153158933e-01,-1.481770128e-01,-3.350481689e-01,-1.238294616e-01,-4.080956876e-01,-6.263601184e-01,1.891023666e-01,1.595942117e-02,1.407537907e-01,7.609166205e-02,2.566366792e-01,-2.341639400e-01,-1.857229173e-01,-3.743707240e-01,-9.911064059e-02,-1.804718524e-01,-2.723113000e-01,2.624801397e-01,4.538487196e-01,-2.049026787e-01,2.239295691e-01,-8.468608260e-01,-2.854134329e-02,-5.354990959e-01,9.616323747e-03,7.852401584e-02,-6.046702713e-02,-2.993570566e-01,-3.931412101e-01,1.715600640e-01,2.935583517e-02,-2.706983089e-01,-8.137596399e-02,1.442107260e-01,2.393346839e-02,1.384397298e-01,2.123144418e-01,-1.447795779e-01,-7.597720716e-03,6.193870306e-02,-8.885767311e-03,7.452254742e-02,8.305516094e-03,8.581663668e-02,1.710599810e-01,6.050840020e-01,1.589599401e-01,-1.668892503e-01,-1.406286210e-01,-5.540751219e-01,-3.847586215e-01,1.736277789e-01,-2.744716704e-01,1.154422522e+00,-1.573105156e-01,5.096032470e-02,-1.330783963e-01,-2.355426401e-01,-1.917832941e-01,2.219054699e-01,6.019514054e-02,-5.717862844e-01,-8.517307788e-02,3.327612579e-01,-2.243453562e-01,-5.645573735e-01,-4.237418771e-01,-3.592632944e-03,-4.859779179e-01,-7.805349827e-01,7.056329399e-02,-2.776380777e-01,2.453320473e-02,-2.293717302e-02,6.182331592e-02,-4.225537479e-01,-4.194619060e-01,-3.522306085e-01,1.230570767e-02,-3.017787635e-01,-7.862208039e-02,7.528099418e-01,1.277474910e-01,2.343285531e-01,2.708721459e-01,4.909873474e-03,-9.244504571e-02,-1.061305702e-01,-4.399402533e-03,-7.250191271e-02,-7.841504179e-03,-3.266158104e-01,1.526224315e-01,9.265217185e-01,-3.221913427e-02,-1.876557618e-01,-1.522025559e-02,2.734917700e-01,3.415116966e-01,-5.153310299e-02,6.007354856e-01,-7.229853868e-01,8.034234494e-02,-1.565088332e-01,-1.182502322e-02,5.850367993e-02,1.099020541e-01,8.937026858e-01,-2.214378268e-01,-1.391251385e-01,-9.314969182e-02,3.263614178e-01,3.928545117e-02,-7.572527528e-01,-2.878503799e-01,-1.959866434e-01,-6.320788860e-01,1.035012126e+00,-6.278809160e-02,1.335422397e-01,2.373568132e-04,3.049331531e-02,-1.511941552e-01,-3.703459799e-01,1.406910270e-01,-6.045410633e-01,1.170304120e-01,-1.224028841e-01,-1.910062730e-01,-5.116918683e-01,-3.728624284e-01,8.174989372e-03,-4.840884805e-01,-4.027777612e-01,-5.889316276e-02,-9.285688400e-03,1.251268685e-01,1.673062593e-01,5.549297854e-02,-4.043249488e-01,4.364941120e-01,-2.975756824e-01,1.763440669e-01,9.916381678e-04,-1.627436280e-01,8.940838575e-01,-1.393920034e-01,-5.467195436e-02,8.824198842e-01,-6.500238180e-01,2.503827587e-02,-1.042833552e-01,-2.107365616e-02,1.946817525e-02,-1.508914232e-01,5.508849621e-01,-2.370335162e-02,8.580002189e-01,9.007594734e-02,1.412246842e-02,2.708645761e-01,-5.925834775e-01,2.427867353e-01,1.690319739e-02,-2.844541967e-01,-5.892406106e-01,-1.728384197e-02,-3.285027444e-01,-5.522308126e-02,-1.594841033e-01,7.932298630e-02,-6.820759922e-02,-5.910131335e-01,-2.604327798e-01,-1.018955708e-01,4.138127714e-02,-1.961194277e-01,-8.535463363e-02,2.725307085e-02,1.287221909e-02,-3.601298630e-01,1.178424358e+00,4.681495577e-02,3.547307849e-02,-4.038154334e-02,-3.374361619e-02,2.868721075e-02,-3.042518198e-01,-1.692607701e-01,-4.693830907e-01,-1.604904234e-01,-3.420557082e-01 +thresholds = -1.116045713e+00,-1.182398319e+00,-9.683420658e-01,-6.680848449e-02,-9.858088493e-01,-1.854480743e+00,-1.706832275e-02,-1.626942158e+00,3.387663886e-02,-2.595166303e-02,5.055289716e-02,-9.034370780e-01,-1.390384316e+00,-6.774590015e-01,1.642529294e-02,-1.141760230e+00 +weights1 = -5.806826521e-04,2.638843060e-01,-2.643920598e-04,-5.169725628e-04,1.442489475e-01,2.203676850e-01,4.955888726e-04,1.551682949e-01,-8.678423613e-02,-1.478273869e-01,-2.700734884e-02,-4.688929766e-04,1.274916381e-01,-1.203484312e-01,2.428122163e-01,-6.650987267e-02,-8.179926872e-02,1.500640512e-01,-2.576296101e-04,-1.176658785e-03,-1.139343008e-01,1.269687712e-01,2.833749652e-01,-4.173214620e-05,1.990925223e-01,-1.624243800e-03,-1.931989789e-01,5.307476385e-04,9.560199082e-02,-4.340609012e-04,1.701887697e-01,7.123695104e-04,1.182635606e-04,9.468489327e-03,4.015668353e-11,-7.796044229e-04,5.399683025e-03,3.468086710e-03,7.810482057e-04,3.592611756e-03,-2.138477517e-03,-5.861963145e-03,2.746448154e-03,-8.928989246e-07,6.859153509e-03,-4.357670899e-03,8.112744428e-03,8.037470281e-03,-3.516162978e-03,2.934922464e-03,-1.669330819e-11,3.689272853e-04,-3.440296976e-03,9.536532685e-03,7.040340919e-03,-9.801482520e-06,8.077984676e-03,-4.131831520e-04,-1.111405808e-02,3.498299047e-04,1.312164473e-03,4.037903273e-04,6.453379523e-03,1.150034512e-10,-8.755608044e-11,1.464083195e-01,-5.412632017e-04,-8.164885221e-04,1.979583204e-01,1.401178092e-01,-3.733548801e-04,2.048376501e-01,-5.628553778e-02,-4.563191533e-02,3.060752153e-01,-8.497543167e-04,2.530996501e-01,3.203909844e-03,1.720954180e-01,2.190966606e-01,-4.191963002e-02,1.961022913e-01,-3.573466791e-03,-2.036653459e-03,-4.300203919e-02,2.155142277e-01,1.919816285e-01,-1.227999892e-04,2.390055656e-01,3.831239883e-05,-1.459880620e-01,6.785020232e-04,3.060707748e-01,-3.786435343e-08,1.229827926e-01,-5.348334089e-04,5.468738382e-04,1.378732268e-02,-1.499007805e-03,7.971613668e-04,5.072136223e-02,4.489217885e-03,1.597170485e-04,3.201086819e-02,-1.501006074e-03,-2.244885545e-03,7.421024889e-02,5.437193904e-04,3.633825853e-02,-1.039833005e-04,2.768084966e-02,6.660088152e-02,-1.745930640e-03,4.735951871e-02,1.747731294e-04,-2.810954466e-04,-9.074616246e-04,5.200820044e-02,1.191506628e-02,-1.122699156e-10,2.773766778e-02,-1.875201269e-04,-1.798474975e-02,7.844842039e-04,5.303353444e-02,2.626422211e-04,2.882139757e-02,-5.363186356e-04,2.219923306e-03,5.480216444e-02,-8.015506319e-04,-5.683999625e-04,2.588039339e-01,1.036403030e-01,1.831466507e-04,2.070494294e-01,-1.662261784e-02,2.138835844e-03,1.648608744e-01,-7.974184700e-04,2.092030495e-01,4.185712337e-02,2.540102899e-01,8.267853409e-02,-1.223781053e-02,1.948356032e-01,-8.308138931e-04,-3.306759754e-04,-6.779084651e-05,2.106177509e-01,8.781784028e-02,-9.889418725e-04,2.008917183e-01,3.425282193e-04,-6.158749014e-02,1.212065170e-10,1.467476487e-01,-4.434227303e-04,2.283152491e-01,-1.877427421e-04,-8.605918755e-11,8.777137846e-03,8.165126783e-04,9.020852158e-04,3.437407687e-02,6.222711876e-03,-6.308954908e-04,2.318719029e-02,-4.853160863e-05,-1.675059437e-03,3.983255476e-02,1.102598981e-04,2.436534315e-02,2.457629191e-03,2.365337685e-02,3.165718168e-02,1.451516437e-04,2.950401604e-02,1.308515552e-03,-3.826748871e-04,-1.446659327e-03,3.092126176e-02,7.678404916e-03,-1.821627084e-04,2.241779678e-02,3.357217429e-05,-8.191928267e-03,-6.348273600e-04,3.142422065e-02,1.713687379e-04,2.405099384e-02,1.659129973e-12,-8.511286578e-04,-4.977305233e-02,5.109302583e-04,-7.988414727e-04,-3.289659321e-01,-5.337446928e-02,-2.931721683e-04,-1.998772174e-01,4.547478259e-02,3.766241297e-02,-3.808700442e-01,-1.228356152e-03,-1.772751808e-01,2.911907993e-02,-2.039369494e-01,-1.674382389e-01,4.356531054e-02,-4.098000526e-01,-5.207376089e-04,-9.651498403e-04,4.154641554e-02,-1.125857458e-01,-6.511069834e-02,3.788420966e-11,-1.509056389e-01,5.655803834e-04,3.519469500e-02,-1.645308104e-03,-2.983174622e-01,1.347528538e-03,-2.648838460e-01,-5.618066061e-04,-3.087592631e-05,1.862507127e-02,-3.104914213e-04,-4.730111323e-05,2.745659836e-02,1.302519999e-02,-4.333148827e-04,-5.047683138e-03,2.313993685e-02,2.451586351e-02,-1.254573371e-02,6.910909433e-04,3.413417935e-02,1.644933783e-02,3.304371983e-02,-3.617499396e-02,2.167944610e-02,-1.707990840e-02,-4.737483978e-04,-3.347889869e-04,2.121870965e-02,7.741685025e-03,1.969662122e-02,-1.039409079e-03,2.208774537e-02,-5.619388539e-04,1.983165182e-02,-3.211896401e-04,-2.500873292e-03,-1.776920544e-05,2.411748469e-02,-3.397463297e-04,-1.339760784e-04,9.057164937e-02,-2.700772020e-04,4.213129578e-04,2.992281020e-01,8.741144091e-02,-7.022861391e-04,2.845980227e-01,-2.617754042e-02,-9.383819066e-03,4.607498646e-01,-2.318582730e-03,1.661897600e-01,3.238691390e-02,1.379296184e-01,3.549969792e-01,-2.344056964e-02,2.405916005e-01,-8.021828253e-04,-2.121917438e-03,-7.441900205e-03,1.825203300e-01,1.076213568e-01,-1.274084789e-03,7.398669422e-02,-6.781297998e-05,-8.588308841e-02,-1.427756797e-04,1.830246001e-01,1.856804488e-06,2.118681669e-01,3.725332208e-04,-7.993110921e-04,1.269507688e-02,-2.365779947e-04,6.188768893e-04,4.126457125e-02,4.361077212e-03,-4.375321150e-04,2.685606666e-02,-1.085208263e-03,-1.145562273e-03,6.643035263e-02,2.836652566e-04,2.612426132e-02,7.915988099e-04,2.264230512e-02,5.205415934e-02,-1.787315559e-04,3.705305606e-02,-6.686730194e-04,-6.993197603e-04,-1.384088391e-04,4.157023504e-02,9.038815275e-03,1.150036114e-03,1.778737828e-02,4.509600112e-04,-1.108447649e-02,1.025983673e-10,3.615670651e-02,-9.198050248e-04,2.365417592e-02,-6.341073895e-04,9.701291565e-04,2.830161154e-01,-1.159150153e-03,-7.788686780e-04,1.911011636e-01,3.255077600e-01,-8.597070700e-04,2.307084501e-01,-1.562071592e-01,-1.992524415e-01,3.188490868e-01,-5.297036842e-04,3.395729363e-01,-1.917910278e-01,3.203636706e-01,2.676732242e-01,-1.480127424e-01,2.343810163e-02,-8.098618709e-04,-1.493633725e-03,-1.772607118e-01,3.863396943e-01,3.765289783e-01,2.830274752e-04,2.264185250e-01,2.033322562e-05,-2.061704844e-01,-1.619906398e-03,2.088114321e-01,-3.678341091e-05,2.377082855e-01,-6.880601868e-04,3.034501860e-04,-6.122731604e-03,5.962096839e-05,6.286338117e-11,-9.084805497e-04,-1.955103315e-02,-4.700041027e-04,-8.323764428e-03,-3.285987303e-03,-9.105632082e-03,4.310555756e-02,4.608291783e-05,7.345538121e-03,-7.059709169e-03,-9.980285540e-03,4.027712718e-02,-3.516950179e-03,-8.756062947e-03,6.384465960e-04,-8.967340691e-04,-5.632272922e-03,2.966389246e-02,-6.602790672e-03,1.847158273e-04,-4.030445125e-03,1.153997982e-05,-2.694500238e-02,7.924997481e-04,-6.872234517e-04,1.692602527e-04,-6.838286761e-03,-1.776085992e-04,-3.849087516e-04,-5.769598484e-02,-6.845791941e-04,-1.374251675e-03,-1.473241001e-01,-5.496523902e-02,1.769694063e-04,-1.925605536e-01,6.519366056e-02,8.412999660e-02,-2.276254594e-01,-2.972731309e-04,-6.634772569e-02,5.624321476e-02,-9.121874720e-02,-1.392132044e-01,5.986502394e-02,-2.723104060e-01,-1.349046594e-03,9.869365047e-11,6.958141923e-02,-5.800590664e-02,-6.246788055e-02,3.050896630e-04,-1.321856529e-01,-3.959063033e-04,9.378047287e-02,-9.531098185e-04,-1.940283477e-01,-1.193798613e-03,-2.029118836e-01,-3.257182470e-06,-1.288822503e-03,-3.017766960e-02,5.579253775e-05,-9.046700434e-04,-1.873189211e-02,-3.770326450e-02,1.533970062e-04,-3.775209561e-02,3.939778730e-02,5.705583841e-02,-4.580026492e-02,-1.199174207e-03,-3.707653610e-03,4.075872898e-02,-1.286137197e-02,-4.751332849e-02,3.597649932e-02,-4.543595761e-02,-5.484203575e-04,-6.839501882e-11,4.379062727e-02,-2.390046231e-02,-2.735226043e-02,-2.148486092e-04,-1.185023878e-02,5.035455106e-04,5.982773751e-02,-2.854841296e-04,-4.985364899e-02,-6.096762081e-05,-2.999921702e-02,2.684103383e-04,8.340087952e-04,1.700436920e-01,4.580284585e-04,-1.177306403e-03,3.237873316e-01,2.278708071e-01,-5.495382939e-04,3.339243233e-01,-8.234358579e-02,-1.084637344e-01,2.206919938e-01,-2.199789596e-04,2.004092336e-01,-1.053390503e-01,2.342834622e-01,8.617243916e-02,-6.744363904e-02,1.765323728e-01,7.686977187e-05,-3.578973992e-04,-9.512402862e-02,3.178285658e-01,2.450320870e-01,-4.897452891e-04,2.165575624e-01,-2.748415282e-04,-1.487339437e-01,-9.861404542e-04,2.242424488e-01,-1.720806584e-03,2.498640865e-01,3.196115722e-04,5.117935943e-04,2.181393793e-03,-9.756686632e-04,-9.765516867e-11,2.628908120e-02,-6.447575986e-03,-9.638424087e-11,1.441442594e-02,-2.225815551e-03,-4.862629343e-03,4.095272720e-02,-4.989769077e-04,1.451988332e-02,-3.912331071e-03,6.188752130e-03,3.227803484e-02,-2.047669608e-03,2.061388642e-02,-8.093339857e-04,2.983299491e-04,-3.519292455e-03,3.887055814e-02,-9.158093017e-04,-7.484240341e-04,9.003618732e-03,1.231071219e-04,-1.978977583e-02,-7.706977340e-05,1.534802187e-02,-1.842187776e-04,7.012614515e-03,2.034721401e-04,-1.608074992e-03,-7.932051271e-02,-4.604227433e-04,3.194714955e-04,-2.076298296e-01,-6.494599581e-02,-9.355523798e-05,-9.348313510e-02,3.033133224e-03,-4.675936885e-03,-1.237887368e-01,-6.221251679e-04,-9.760031104e-02,-1.670036092e-02,-1.292657405e-01,-7.491473109e-02,1.560790231e-03,-1.875640899e-01,-1.004798221e-03,1.464870729e-04,-7.152047474e-03,-9.030577540e-02,-6.616734713e-02,4.004257498e-04,-1.243914366e-01,-6.710027228e-04,-4.522323608e-03,2.446039871e-04,-2.098910958e-01,-2.109532710e-03,-1.923496723e-01,2.049532777e-04,8.061477565e-04,2.374026366e-02,1.363413030e-04,-5.901014665e-04,2.809488028e-02,3.490448371e-02,1.988652184e-05,1.300813723e-02,-6.143984385e-03,-7.837066427e-03,1.345536113e-02,-1.683408744e-03,2.568645962e-02,-1.282876730e-02,2.628002316e-02,7.514877361e-04,-2.712285146e-03,2.676944947e-03,2.298402833e-04,-6.220675364e-11,-8.127325214e-03,2.645207755e-02,3.570582718e-02,-2.091284550e-04,1.818666607e-02,1.425143215e-03,-8.007475175e-03,2.890176547e-04,8.130233735e-03,4.787903454e-04,2.092591859e-02,7.417327724e-04,-8.000188391e-04,-3.103586845e-02,-5.414229236e-04,4.121150705e-04,-2.377827317e-01,-3.752669320e-02,-2.067379319e-05,-1.593373716e-01,5.297289044e-02,5.856462941e-02,-2.327109277e-01,-2.112418588e-04,-1.031699181e-01,4.405572265e-02,-1.331027746e-01,-1.805444360e-01,5.425961316e-02,-3.040831089e-01,-1.032426720e-03,-8.090284537e-04,5.795786157e-02,-1.039289236e-01,-5.220679566e-02,-8.109032060e-04,-1.015371978e-01,-4.125951091e-04,7.409089059e-02,-1.278626150e-03,-2.179284394e-01,2.143595048e-04,-1.992467344e-01,-3.521415420e-05,-4.789598461e-04,-5.005141720e-03,-7.248875111e-11,9.088906809e-04,5.181654356e-03,-6.102755200e-03,3.376016975e-04,-8.466260508e-03,2.089501359e-02,2.469054423e-02,-1.672049984e-02,-7.763716276e-04,1.182673499e-02,1.637705974e-02,3.583055455e-03,-3.196007386e-02,2.027015947e-02,-2.311918326e-02,-7.844262873e-04,-1.403448172e-03,1.948506944e-02,-8.889844641e-03,1.488169422e-03,-6.364073488e-05,3.403433599e-03,1.590888132e-04,2.375816740e-02,-2.736223687e-04,-1.786494255e-02,5.300068296e-04,-7.926461287e-03,6.712040631e-04,2.621183230e-04,-1.054871008e-01,-1.206668012e-11,1.189433387e-03,-2.834255993e-01,-7.170689106e-02,-3.028056526e-04,-1.522196531e-01,-1.665814925e-04,-1.606788300e-02,-1.913994998e-01,2.161792218e-04,-1.294091642e-01,-2.192946337e-02,-1.842322499e-01,-1.235266924e-01,3.500505816e-03,-2.691248357e-01,-1.363248739e-04,-5.345445825e-04,-5.966331810e-03,-1.553018540e-01,-7.518610358e-02,-1.051980420e-03,-1.670389026e-01,-1.098041903e-04,-2.060371079e-02,-1.290896442e-03,-2.519869506e-01,1.310389052e-04,-2.756853700e-01,1.793945266e-04,2.709297114e-04,1.356596407e-02,5.914678695e-05,4.685528984e-04,1.336274855e-02,1.894554123e-02,-4.152123001e-04,3.993349615e-03,-1.432034769e-03,-2.653312869e-03,1.044436125e-03,-1.223431445e-05,2.037199959e-02,-9.179493412e-03,1.341838203e-02,-1.194217801e-02,2.148433356e-03,-1.212133933e-02,-1.903552766e-04,5.820829235e-11,-2.698049182e-03,8.647002280e-03,2.445622161e-02,1.462874701e-03,1.077631861e-02,6.109498790e-04,-6.717983633e-03,1.279552816e-04,-8.567444049e-03,3.072769032e-04,4.263123963e-03,2.373831230e-04,-6.708948640e-04,1.485105306e-01,-6.655844627e-04,3.892556197e-05,1.491768211e-01,1.745747030e-01,-2.999255958e-04,1.675847322e-01,-3.054587357e-02,-6.543769687e-02,1.009513587e-01,1.021778327e-03,1.742653400e-01,-1.722106151e-02,2.247397304e-01,7.358779758e-02,-2.556872182e-02,1.017267108e-01,4.000228000e-05,7.496307741e-11,-3.426020965e-02,2.394355386e-01,1.460954994e-01,1.378983819e-11,2.040503323e-01,-2.582432644e-04,-1.003181785e-01,6.717285755e-11,2.884802222e-01,-2.131336223e-04,2.363912314e-01,2.030126343e-04,6.019377615e-04,9.370178916e-03,-1.597675437e-04,-5.359274801e-04,3.029787727e-02,6.951344665e-03,-1.428946038e-03,1.680840179e-02,-2.010449767e-03,-3.271301743e-03,3.659611568e-02,1.177488302e-04,2.042036690e-02,-9.802751010e-04,1.753416844e-02,2.464316040e-02,-1.671937178e-03,2.142135054e-02,1.405783987e-04,-4.408018431e-04,-1.550033805e-03,2.759253047e-02,1.106207445e-02,1.525007101e-04,1.748005114e-02,-6.779125542e-04,-9.813779034e-03,-1.703521048e-05,2.881392092e-02,-1.773281256e-03,2.187361754e-02,-4.581514077e-05,-2.548344433e-03,2.424425483e-01,2.275670122e-04,-2.581521112e-04,3.145327270e-01,1.377668679e-01,-8.455705829e-04,2.526174188e-01,-9.591444582e-02,-1.300440431e-01,2.959512472e-01,-1.422942034e-03,2.487863898e-01,-9.474279732e-02,1.200388074e-01,2.863418758e-01,-9.260607511e-02,1.041892096e-01,-1.098554116e-03,-2.044069581e-03,-1.186981499e-01,2.039995044e-01,2.207036465e-01,-1.269787172e-04,1.805607080e-01,-7.977117784e-04,-1.753167808e-01,7.865388761e-04,1.474104524e-01,5.603391328e-04,1.473945677e-01,-1.594161033e-03,8.318380569e-04,-5.614138208e-03,-8.038542054e-11,3.355071822e-04,-8.105304092e-03,-2.367301844e-02,9.768637829e-04,-1.571647823e-02,-3.027603263e-03,-5.588183179e-03,1.646235771e-02,-1.180705498e-03,2.848999793e-05,-5.383666139e-03,-1.629850082e-02,2.769558877e-02,-2.918251324e-03,-1.955488697e-02,1.608958519e-05,-8.708205423e-04,-3.855257528e-03,1.781850681e-02,-1.428311411e-02,1.127152122e-03,-1.064322330e-02,9.895897990e-11,-2.427075431e-02,-1.003805082e-04,-1.427928917e-02,2.613478573e-04,-1.561381109e-02,4.507085250e-04,1.264601451e-04,1.428484637e-02,1.793203992e-04,-1.238956698e-03,4.101189077e-01,1.837756485e-02,7.856609300e-04,3.490332365e-01,3.074341081e-02,6.559809297e-02,5.019927621e-01,3.152265272e-04,1.111474112e-01,9.242354333e-02,1.895874590e-01,2.627488375e-01,3.709772974e-02,3.359812498e-01,-1.545831328e-03,2.976823016e-04,5.339166149e-02,2.374409884e-01,2.821348980e-02,-1.372117782e-03,2.471402586e-01,-1.981763635e-04,-6.168201100e-03,-3.696064232e-04,3.273603022e-01,-7.356304559e-05,1.562583148e-01,-3.837060940e-04,3.729082819e-04,-1.434938423e-02,-5.554289091e-04,2.875768696e-04,4.194534384e-03,-1.775395870e-02,-1.571204979e-03,9.640934877e-03,8.578509092e-03,1.505404431e-02,1.642560214e-02,-2.548513876e-04,-3.594792448e-03,1.359941252e-02,-7.907769643e-03,1.971273124e-02,8.967838250e-03,1.229770854e-02,9.779838147e-04,4.042556393e-04,1.276666578e-02,8.460110053e-03,-1.725214161e-02,1.148642856e-03,-3.094795393e-03,6.480910815e-04,9.177010506e-03,-3.721867688e-04,1.307206461e-03,8.360015345e-04,-8.702733554e-03,9.942996548e-04,-8.497390081e-04,-3.876361251e-02,-1.337667694e-03,1.192715063e-04,-1.948421448e-01,-4.641900584e-02,-1.113620383e-04,-1.316476762e-01,2.480814792e-02,2.924661152e-02,-1.639470905e-01,-7.295781688e-05,-7.563370466e-02,1.814998128e-02,-9.271448851e-02,-9.940888733e-02,2.027110942e-02,-2.135233134e-01,-5.613866379e-04,-4.453410656e-05,2.254839055e-02,-8.284545690e-02,-2.622264251e-02,-3.491188691e-04,-1.120866165e-01,-5.717400345e-04,3.564066067e-02,-8.099214174e-04,-1.778985709e-01,-2.377055207e-04,-1.650941074e-01,-1.332194777e-03,-8.245162899e-04,1.852292381e-02,2.632462420e-04,1.025908510e-03,2.812121436e-02,2.149807103e-02,-3.044461482e-05,1.040238608e-02,1.252647676e-02,1.802545786e-02,1.012678491e-03,-3.851089059e-05,2.912800759e-02,1.174313948e-02,2.894246392e-02,-8.665937930e-03,1.176074892e-02,3.373156302e-03,-2.928204194e-04,-7.234599907e-04,1.375210378e-02,2.154943533e-02,2.539939433e-02,-1.615420770e-04,2.239734493e-02,-7.026424282e-04,1.771077514e-02,-3.933320695e-04,6.923531648e-03,3.103680792e-04,2.768351696e-02,-1.605584112e-04,-7.083765813e-04,1.230557039e-01,-4.963545143e-05,-7.674833178e-04,2.878347337e-01,1.180233657e-01,-1.110024168e-03,2.529478371e-01,-4.760434851e-02,-5.261380225e-02,1.900331378e-01,6.002276205e-04,1.488049775e-01,-3.699844703e-02,1.963518560e-01,1.429227144e-01,-4.424475133e-02,1.862013638e-01,-1.961262897e-03,-1.729628420e-03,-4.688810557e-02,3.803861439e-01,1.348445863e-01,-1.829058892e-04,1.696203202e-01,-8.775172755e-04,-6.782007962e-02,5.016694195e-04,2.403539419e-01,-2.425056600e-08,2.360697985e-01,4.612095072e-04,8.538791444e-04,4.684421699e-03,2.181361779e-04,-8.350957069e-04,2.483929694e-02,-4.737038165e-03,7.420796901e-04,1.360095292e-02,-2.041187370e-03,-3.164705588e-03,3.721972555e-02,-1.330592553e-03,1.707176119e-02,-1.473830314e-03,9.748064913e-03,3.634155542e-02,-1.443573623e-03,1.850438677e-02,-1.217478288e-11,-5.148723722e-04,-2.511670580e-03,3.717275709e-02,8.830176666e-04,3.804764710e-04,1.004097052e-02,-9.488862474e-11,-1.351833344e-02,-4.733146343e-04,2.124007978e-02,6.279526860e-04,1.698054746e-02,8.103735163e-04 +biases1 = -9.038444608e-03,-1.561754197e-01,-1.925685443e-03,-2.668216592e-03,-8.365267515e-01,-1.209884286e-01,-2.626946196e-03,-4.033125043e-01,4.619992897e-02,7.872717828e-02,-9.952722192e-01,-1.813819516e-03,-4.049162269e-01,6.219952181e-02,-3.666027784e-01,-7.596250176e-01,3.654891998e-02,-7.827523351e-01,-3.955530468e-03,-4.550595768e-03,6.910519302e-02,-5.632826090e-01,-1.638101786e-01,-1.375487627e-04,-3.374191821e-01,-3.061926982e-04,1.484961659e-01,-3.753878642e-03,-7.942281961e-01,-1.396146021e-03,-5.016387105e-01,-1.013809117e-03 +weights2 = -7.569740713e-02,1.578060389e-01,-6.370152347e-03,-4.821236432e-02,3.836972713e-01,1.175604761e-01,-4.863807186e-02,3.645257354e-01,-9.100241959e-02,-9.982597828e-02,5.412663817e-01,-7.383985072e-02,2.008181065e-01,-9.076057374e-02,1.937032342e-01,4.418001175e-01,-8.720064163e-02,3.942306638e-01,-3.195551038e-02,-7.915499806e-02,-9.234853089e-02,2.823018730e-01,2.304100096e-01,2.427481487e-02,1.864839941e-01,7.137189154e-03,-1.110260785e-01,-3.735419735e-02,3.184142411e-01,1.420667395e-03,2.131250203e-01,9.845178574e-03 +biases2 = 1.796694472e-02 diff --git a/params/D00114.002.txt b/params/D00114.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..e11628e925178ce5e1adbd9f93194579919d3b16 --- /dev/null +++ b/params/D00114.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -1.918683946e-01,1.279184829e-07,1.479334202e-07,-8.086210812e-08,1.397762528e-08,1.969728380e-08,-1.357749824e-07,-4.712917701e-08,7.514132960e-08,4.716994795e-08,-4.414526001e-02,-1.877246802e-07,5.158527383e-09,-5.607419951e-08,-7.859013884e-09,-2.864543376e-07,-4.847549275e-02,2.505433550e-08,7.679825842e-08,-1.721976730e-07,8.023205567e-08,1.175593951e-07,1.240058651e-07,1.035611863e-08,-9.598717554e-08,7.204967289e-08,-1.580571383e-01,-4.412270016e-08,-2.613883332e-08,-1.491269046e-07,1.718400000e-07,1.955583286e-07,-4.137209058e-01,-3.515556557e-08,-9.606529261e-08,7.472625896e-08,-1.482065581e-08,-1.313340050e-07,-1.904528091e-07,7.930138679e-08,2.602328095e-07,-2.007110282e-07,-2.058494836e-01,1.679432842e-07,3.653916281e-08,-4.653098529e-08,1.760826365e-07,-6.997835555e-08,4.645850956e-01,-6.574049394e-08,-1.409828059e-07,-1.398882432e-07,-1.853251490e-07,7.665064139e-09,2.014415799e-07,3.036949181e-08,1.185266427e-07,-2.389513920e-09,1.335961223e-01,-1.039894642e-07,2.261562457e-07,-5.820199078e-08,5.816120563e-08,1.164281258e-07,1.599444449e-01,-2.574405187e-07,-1.812641557e-07,-2.487863249e-08,1.145511064e-07,2.508062202e-08,1.006769565e-07,-8.472050439e-08,-6.324192725e-08,1.483285388e-07,-7.173670828e-02,1.254085475e-07,2.362726725e-08,-6.868359037e-08,1.707307575e-07,-1.418058986e-07,-6.909221411e-01,-8.753005432e-08,-1.864020476e-07,-9.634699438e-08,-1.343212972e-07,-9.923055266e-09,8.886804892e-08,4.680377685e-08,2.665983523e-08,-5.249324886e-08,-1.693813503e-01,-1.186056124e-07,-1.834067263e-07,-6.342817471e-08,-9.260497791e-08,-7.131966129e-08,-9.147012234e-02,-1.607755138e-07,8.773692173e-08,-1.852601628e-07,-8.633136162e-08,-5.421317439e-08,1.162296286e-07,-4.084576233e-08,-2.223503515e-07,-4.697427869e-08,-1.164239570e-01,-1.714311253e-07,-6.214445136e-08,8.173564936e-08,-5.207338916e-08,-1.914054906e-07,3.001002073e-01,9.551934710e-08,5.077293963e-08,2.177958258e-08,-1.356609118e-07,-1.236028453e-07,-1.481304963e-07,-5.514549173e-08,-9.266537404e-08,1.503514540e-07,1.497362852e-01,-1.321345309e-07,6.516717121e-08,2.010074240e-07,-1.795904296e-07,3.095599936e-07,-1.162660345e-01,-1.875724109e-07,6.676854980e-08,-6.517259976e-08,1.668235150e-08,-6.565981892e-08,-1.338665783e-07,-1.575804447e-07,-8.605159962e-08,-4.745564297e-08,-2.419333346e-02,5.133624370e-08,-6.002991881e-08,-1.716394706e-07,1.339240896e-07,9.712859139e-08,-5.366095155e-02,-1.787703070e-07,-3.654734826e-08,1.962531115e-07,2.407806399e-08,-1.129343090e-07,-1.234218558e-07,1.228932973e-07,-2.181789824e-07,-1.189999779e-07,-2.080417126e-01,-3.170360685e-08,2.737556883e-07,-1.460686434e-07,-1.443730042e-07,4.299933209e-08,-3.595407605e-01,1.116170338e-07,2.419945133e-07,-1.231624083e-07,5.382021495e-09,1.803550731e-07,9.102798515e-08,-3.119210135e-08,1.424772051e-07,-9.037916726e-08,-2.241823971e-01,1.506596021e-07,-1.585735561e-07,-1.080982059e-07,-4.049273628e-08,-1.300259012e-08,3.286943436e-01,-7.320846862e-08,-8.308448685e-08,4.879139226e-08,1.058820516e-07,-1.944032988e-07,1.651510360e-07,-1.026400724e-07,3.095959755e-08,-3.265942894e-08,1.847423315e-01,1.935116956e-07,-3.710620433e-08,1.741558293e-07,1.068543725e-07,4.628104477e-08,-1.323279645e-02,-1.860400545e-07,9.461977868e-08,9.489998831e-08,-4.861818947e-09,1.399357785e-07,1.290588472e-07,1.161090282e-07,-4.467027281e-08,7.676523239e-08,-3.673708811e-02,8.341027069e-08,-1.669794045e-07,3.935544157e-08,-1.813297246e-07,1.089580408e-07,-3.082917929e-01,1.377113819e-07,5.132936565e-08,-1.953525839e-07,-1.725987602e-07,-1.026210299e-07,6.679846365e-08,1.436815893e-07,1.014269486e-07,1.475453644e-07,-2.925418615e-01,-1.442703450e-07,-2.228752152e-07,-8.680136432e-08,1.926125179e-07,1.045250855e-07,-2.200857848e-01,1.459061707e-07,-1.880920024e-07,-1.029690608e-07,5.956732707e-08,-3.645369784e-09,1.185256693e-07,-1.867292809e-07,-6.828499011e-08,1.728061960e-07,-2.758916616e-01,-9.682759838e-08,-2.042635430e-07,-2.679594324e-08,1.636603457e-07,9.270705448e-08,2.684053779e-01,4.977563606e-08,1.155821039e-07,3.174984897e-08,1.325315395e-07,-1.197668240e-07,2.461531601e-08,-1.125407465e-07,-1.103292249e-07,6.592577506e-08,2.862871587e-01,-7.412360503e-08,-6.894704541e-08,-1.779092287e-07,-4.872379122e-08,1.068696420e-07,-1.656876132e-02,1.018000049e-07,-1.028246430e-07,-1.086815473e-07,9.102597431e-08,-1.389853992e-07,-5.546434068e-08,-6.379639217e-08,9.803433443e-08,-1.680992767e-07,-1.491288468e-02,1.637087053e-07,-9.489824926e-09,7.184171125e-08,-5.885969756e-08,-2.014636067e-07,-1.544003338e-01,-3.168719331e-08,-2.711902880e-07,5.226804944e-08,-1.535280205e-07,-1.140335968e-07,2.727027670e-08,1.658927289e-07,2.853295378e-08,-5.994185415e-08,-2.766794562e-01,8.925071882e-08,1.276882955e-07,1.878524181e-08,-1.844868791e-07,-6.622320825e-08,-1.762304902e-01,1.878849361e-07,8.768910931e-08,-1.624855628e-07,-6.531165386e-09,1.261664835e-07,4.556767408e-08,1.089713209e-07,9.213013641e-08,-1.736856063e-07,-1.463753581e-01,-1.363128774e-07,2.902869944e-08,-9.311627025e-08,1.002960772e-07,1.166937835e-07,1.560333669e-01,-8.417914898e-08,1.059365928e-07,4.418218680e-08,1.317604443e-07,1.857861776e-07,2.343027639e-08,-3.414487537e-08,-1.503473612e-07,-2.015296907e-08,2.219232917e-01,8.191146605e-08,3.129552795e-08,-1.363457329e-07,8.479030811e-08,2.539475474e-07,-1.371286213e-01,-5.351107291e-08,1.074903793e-07,-2.383191422e-08,1.184317071e-07,6.910264005e-08,6.003486419e-08,-1.949068178e-07,3.464344900e-08,-9.954437274e-08,3.775896877e-02,1.441166972e-07,-3.989538300e-08,1.849090125e-07,1.063043200e-07,1.643549155e-07,-2.129595280e-01,1.886447762e-07,-1.735356108e-07,2.088334980e-07,2.296484496e-07,1.295749001e-07,3.126032766e-08,8.731213086e-08,-5.651691026e-08,-2.930116061e-08,-3.681134284e-01,3.626800549e-08,2.009369666e-07,1.828373115e-07,-3.148480232e-08,7.508593569e-08,-1.646436602e-01,1.740075675e-07,1.954151543e-07,2.860793025e-08,1.338549538e-07,9.403930790e-08,-1.394111937e-08,9.477069796e-08,9.913627252e-08,1.128260152e-07,-5.013411641e-01,9.951754976e-08,8.196779788e-08,-1.360090067e-07,-1.768333817e-07,-9.682058533e-08,3.406640589e-01,-1.457069203e-07,-2.137170583e-07,1.972114063e-07,-1.161899164e-07,-1.631043745e-07,-8.379554117e-08,-1.323263916e-07,-7.541856029e-09,-1.706359143e-07,5.350188613e-01,-1.485613410e-07,3.651187797e-08,4.427305100e-08,-2.209877579e-07,1.183089395e-07,3.143246844e-02,-6.278071396e-08,5.374816681e-08,7.924536760e-08,9.570943860e-08,1.312249509e-07,1.870177186e-07,-5.577213358e-08,-8.692718012e-08,-5.870572295e-08,-4.068030417e-01,1.778880829e-07,9.136413404e-09,4.922689811e-08,-1.131808105e-07,1.073102851e-07,-1.704393923e-01,8.417715947e-08,-7.044783956e-08,4.749192328e-08,-1.218562744e-07,1.492414441e-07,-1.999734991e-07,-1.376045446e-07,-6.922580553e-08,-1.156985121e-07,-3.982381523e-01,-1.857306557e-07,-7.395784962e-08,5.390815261e-08,1.576892061e-09,-6.977023759e-08,-2.260733098e-01,-1.060178363e-07,6.847657996e-09,-6.601499081e-08,-1.265337257e-08,-3.130725190e-08,9.615526153e-08,-1.864957966e-07,-6.391881868e-08,5.153253824e-08,-2.346653193e-01,1.907175715e-07,-6.236579964e-08,-1.305670452e-07,3.003554525e-07,-5.915407542e-08,9.640604258e-02,-7.892461440e-08,3.393851955e-08,1.034418151e-08,1.079564615e-08,-3.464617748e-08,-4.584479996e-08,-6.872286917e-08,2.378769040e-07,2.170605917e-08,8.430364132e-01,-5.087612553e-09,1.284689262e-07,1.971330335e-07,-1.359501223e-08,-1.122647646e-07,2.438893309e-03,1.255819342e-07,-7.042184791e-08,-3.674542004e-09,-1.019438898e-07,5.887233101e-08,-6.295850596e-08,-5.161543015e-08,-1.401962919e-07,5.232314493e-08,-4.187555611e-02,6.765397131e-08,-3.336512577e-08,-6.386862594e-08,9.806722545e-08,6.596665969e-08,-2.942992151e-01,1.660299205e-07,1.933953513e-07,8.791413109e-08,1.315262494e-07,1.488514840e-07,-1.558596239e-07,-1.426513023e-07,1.595062287e-07,-1.984731739e-07,-3.077258170e-01,1.039019821e-07,-2.947061084e-08,8.136821350e-08,1.086820163e-07,-1.979593804e-07,-1.603408158e-01,2.507802144e-08,1.329855337e-07,-5.550982962e-08,2.227934175e-07,-1.374198177e-07,-2.464636566e-07,-1.585577394e-07,7.960822757e-08,2.058741444e-07,-5.188592151e-02,1.932670131e-07,9.656916156e-09,-3.603925336e-08,5.301744466e-08,1.380993897e-08,2.263984084e-01,-1.341437184e-07,-1.020874123e-07,1.075210463e-07,-1.669361183e-07,1.802110461e-07,-1.962867202e-07,-9.786874422e-09,1.651111887e-07,-1.958393199e-07,1.107745841e-01,-9.167478332e-09,1.198825572e-07,1.253581985e-07,-2.102771219e-07,-9.065568918e-08,-8.108866215e-02,-1.273889296e-07,-2.211504437e-07,-1.995365295e-07,-6.839131483e-09,-4.824387645e-08,-1.441735407e-07,1.310093865e-07,-1.434210528e-08,9.287091984e-08,2.950291708e-02,2.414338951e-07,8.104798610e-08,5.516075419e-08,-7.314413519e-09,-8.104571236e-08,-1.629901975e-01,-1.315018920e-07,-1.320296263e-07,9.122742028e-08,7.424431203e-08,-1.045649896e-07,-2.204234129e-08,-1.215226035e-07,1.202995890e-07,1.594501242e-07,-3.542052209e-01,-1.897145125e-07,7.672365143e-08,2.624596505e-07,-1.018240514e-08,-1.658852682e-07,-6.949033588e-02,4.016983723e-08,-2.372004388e-07,-2.229386240e-07,2.198403681e-09,1.535053684e-07,-6.996917534e-08,-1.869726418e-07,-1.702124877e-07,1.104511043e-07,6.524405628e-02,-2.900695684e-08,-2.329631599e-07,1.664617066e-08,-1.380428643e-07,-5.502185729e-08,1.143705472e-01,-2.017879126e-07,-3.778258417e-08,-7.388950962e-08,2.111873787e-09,-1.417100659e-08,6.743390202e-08,3.481439137e-08,1.552651554e-07,2.075690198e-08,-6.243701652e-02,1.280288586e-07,2.689881562e-08,2.166979307e-08,1.174515987e-07,1.253067605e-08,-3.103726357e-02,-5.886705878e-08,-5.010896587e-08,-8.991425204e-08,1.818960804e-08,-1.457422716e-08,-1.782538384e-08,-1.351316570e-07,1.768874256e-07,7.304849614e-09,-6.505281329e-01,2.024882235e-07,-6.757852589e-08,-1.244384720e-07,1.446812092e-07,-3.134721283e-08,-2.505613863e-01,-1.341289675e-07,-1.099765754e-07,3.714558261e-08,2.024315222e-07,1.269176408e-07,7.338529429e-08,7.467436092e-08,6.768972582e-08,-1.411597594e-07,-4.651247263e-01,3.804217386e-08,2.198946270e-08,3.822095973e-09,1.884674106e-07,7.512574030e-08,2.520064265e-02,9.383123256e-08,1.999821109e-07,7.275183123e-08,-1.661168909e-07,-1.617008820e-07,1.932661604e-07,3.991034614e-09,-2.011493905e-07,-1.254225879e-07,1.662381589e-01,-9.680154278e-08,-1.825310108e-07,1.105287311e-07,1.918596553e-07,-1.432571537e-07,7.782198489e-03,-1.678543349e-08,2.147892353e-08,-1.965378118e-07,-7.356182152e-08,7.810641911e-09,1.722686136e-07,1.984998761e-07,-4.304082868e-09,-1.447795057e-07,5.937309861e-01,-1.355248713e-07,-1.565883707e-07,-1.203504070e-07,-1.263980920e-07,-1.055094998e-07,-6.565742195e-02,-8.457483602e-08,1.629686786e-08,-8.742573243e-08,1.711687645e-07,5.748573528e-08,-1.548192188e-07,-2.076742867e-08,-1.031304322e-07,-5.364442757e-08,-3.412701488e-01,-6.805946384e-08,1.936767120e-07,1.631913022e-07,1.248226056e-07,-1.869529171e-07,-1.256929636e-01,-1.715305764e-08,-8.972080856e-09,-1.265069471e-07,3.616479205e-08,4.899121109e-08,-2.017856531e-07,3.338605836e-08,-4.182690816e-08,-1.301369679e-07,-3.592599630e-01,8.880085289e-08,-2.611969485e-08,-1.303915980e-07,-1.608862021e-07,4.711162660e-08,7.418014854e-02,1.330404444e-07,2.297016550e-07,1.408376562e-07,2.841237468e-08,1.310516495e-07,-9.517787447e-08,1.939897203e-07,-1.101156641e-07,6.336578817e-09,-3.708394170e-01,-1.200309754e-07,-1.732720278e-07,1.811906145e-07,2.779401598e-07,-8.743849378e-08,-7.011787593e-02,-1.110618513e-07,-5.839468997e-08,1.912641956e-08,1.033075137e-07,3.562337270e-08,1.867670534e-07,-1.640171234e-07,-9.045227500e-08,-3.806420068e-08,8.752623200e-01,5.485669874e-08,1.261310132e-07,-1.750461962e-07,8.952202535e-08,1.817109485e-08,-1.160398424e-01,-1.387573576e-07,-7.315510686e-08,1.636708049e-07,-8.501893234e-08,-1.267044496e-07,2.006434414e-07,-9.356267583e-08,1.438618682e-07,5.527348890e-08,-2.856100537e-02,1.452554699e-07,-1.310992701e-07,-6.180992784e-08,2.981649061e-08,-8.989867695e-08,-1.033025235e-01,8.117443429e-08,3.501314438e-08,-1.867832253e-07,1.341819171e-07,2.152283507e-08,1.289455014e-07,1.993565775e-07,1.267384420e-07,-4.119912944e-08,-6.493458152e-01,-2.144094680e-07,-8.023998532e-08,2.346400940e-08,-1.240932477e-07,-1.699316527e-07,2.503687441e-01,-1.363946751e-07,-7.387097867e-08,7.473632024e-08,-5.981434015e-08,-6.597410618e-08,-1.539815031e-07,-1.274281800e-07,2.832449475e-08,1.082768009e-07,-3.879882097e-01,1.666216605e-07,-1.750802454e-07,-1.918286472e-07,1.103484806e-07,1.848788287e-07,-2.218487710e-01,-2.445650864e-07,-4.720617142e-08,7.025320770e-08,1.057278975e-08,-1.713281961e-07,1.250935355e-07,2.906374341e-08,4.237510609e-08,-1.657033408e-07,8.496153951e-01,1.204935103e-07,7.816255732e-08,1.556633045e-08,-1.089990889e-07,1.494825170e-07,-2.392051369e-01,1.633339082e-07,-2.012850899e-07,-4.685252009e-08,4.281857002e-08,-6.966787680e-08,5.588258034e-08,2.285780631e-08,-1.269493168e-07,4.542711451e-08,-4.665239900e-02,2.053271402e-07,-7.833317284e-08,-1.175938369e-08,-1.216859147e-07,-1.940279617e-07,-6.664827466e-02,7.671769708e-08,1.850734890e-07,-4.292614619e-08,1.428467158e-07,1.246248473e-07,1.737570869e-07,-9.878770868e-08,-7.405928670e-08,-1.844401538e-07,-3.179308176e-01,2.287358285e-07,9.158183900e-08,1.858500127e-07,8.715271349e-08,1.508548735e-07,4.594521224e-01,2.026117301e-07,1.928017923e-07,1.289212008e-07,1.988177729e-07,2.100132512e-08,5.933448222e-08,6.137588571e-08,-6.811538356e-08,-1.076823253e-07,-2.583664097e-02,1.116578829e-07,-1.177526130e-07,6.553618448e-08,-5.966846572e-08,-3.205852295e-08,-3.478929996e-01,-1.669597616e-08,-1.277170298e-07,-7.020936721e-08,-1.353295289e-07,-6.696232902e-08,-7.236786814e-08,5.812755433e-08,-1.862898280e-08,6.377040052e-08,8.209103346e-02,2.055351267e-08,-9.339915152e-08,-2.017335987e-07,1.373783078e-07,7.473539654e-08,-5.643929839e-01,-7.513104094e-08,-3.160921835e-08,-1.746195295e-07,8.256628803e-08,6.672662778e-08,-8.589081801e-08,1.251475084e-07,-6.010067444e-10,-1.970081058e-07,-8.220469952e-02,6.882045511e-08,1.358219581e-08,-1.103732004e-07,-1.762213202e-07,-8.314817990e-08,1.495560911e-02,-7.984865213e-09,1.488930081e-07,-9.816942281e-08,-2.009904847e-07,1.550904329e-07,2.008874418e-07,6.328977520e-08,-5.157953353e-08,7.332103280e-08,-2.454288006e-01,-7.889214260e-08,8.146002983e-08,-8.871508328e-08,1.785742683e-07,3.521186898e-08,6.242547035e-01,-4.286265209e-08,-1.794359292e-07,-9.251033362e-08,-8.255763362e-08,-2.793770104e-09,-2.373285390e-08,2.121150686e-07,1.117862638e-07,1.994787198e-07,-3.298349620e-04,7.222080001e-08,-1.803867455e-08,-1.881794454e-08,-1.715192468e-07,-1.258857623e-07,-3.100105524e-01,-4.988706337e-08,-1.904359550e-07,1.824776206e-07,3.416523953e-08,-4.394706821e-08,5.621929233e-08,1.258967188e-07,7.668987223e-08,2.715964520e-08,7.544860244e-02,2.007313249e-08,-9.215285246e-08,-1.418105029e-07,6.888431869e-08,6.044199097e-08,-4.789689183e-01,-1.312924525e-07,-2.009481221e-07,-1.961278002e-07,-6.986893197e-08,-3.937240933e-08,-1.113819295e-07,1.518899637e-07,-3.004146265e-07,-5.824445282e-08,-1.091635898e-01,1.923759214e-07,-1.551739359e-07,1.285956586e-07,-1.572531687e-07,2.688548584e-08,1.662342846e-01,1.074771117e-08,1.300437447e-07,2.121289384e-07,-3.714981744e-08,1.747262246e-07,-5.199539999e-08,3.541788374e-08,1.939795595e-07,-9.058623363e-08,-1.455419064e-01,9.550832125e-09,-1.548361439e-07,3.722878716e-08,5.740935194e-08,-1.361766806e-07,8.106408715e-01,-5.465373931e-08,2.278719791e-07,6.787008999e-08,2.351400674e-08,-8.943467122e-08,8.476943947e-08,8.763793602e-08,-3.012480931e-08,-1.344923533e-07,-1.437421739e-01,-2.939792587e-08,7.863605767e-09,-2.117464959e-07,1.099165132e-07,-5.890161958e-08,-8.465185761e-01,1.457728018e-07,9.367992959e-08,-7.196700835e-08,1.691162907e-07,1.578019209e-07,-1.875949494e-07,1.832886056e-07,-3.571351215e-08,-1.317072531e-07,1.511566192e-01,2.557615915e-07,-8.997572820e-08,9.498337050e-08,4.303772982e-08,-6.084704296e-08,-9.906570315e-01,6.875605152e-08,-1.583042746e-07,8.018399456e-08,-1.750987195e-07,-3.990372477e-08,-3.108534941e-08,-1.305172077e-07,1.470829289e-07,-7.176312433e-09,-1.251722127e-01,-8.885574232e-08,1.633464706e-07,-8.257708828e-08,-1.662770188e-07,1.466877197e-08,7.842783332e-01,2.196921223e-08,-5.300272221e-08,1.326158099e-07,1.710747171e-07,9.816993440e-08,1.223489079e-07,3.071959043e-08,4.927197494e-08,-9.341552243e-08,-1.727243364e-01,-1.790614306e-07,7.370358901e-08,-3.469372700e-08,1.684519049e-07,1.744612810e-08,7.101601362e-01,1.829058505e-07,8.458967216e-08,-4.591271363e-08,1.250127895e-07,-1.709229593e-07,9.953863866e-08,-1.284114290e-07,2.521430620e-09,1.522766553e-07,1.318893302e-02,-1.897388699e-07,1.615818235e-07,-4.702165768e-08,1.477311713e-07,-2.732320858e-08,-8.504436612e-01,1.569204784e-07,7.755168951e-08,-8.810839347e-08,-1.946885106e-07,3.188995379e-08,1.404535652e-07,1.147398052e-07,1.077733671e-07,-1.416481066e-08,5.592380092e-02,1.947709762e-07,1.414815074e-07,-1.993886798e-07,-7.512510081e-08,9.471595774e-08 +thresholds = -1.416973233e+00,-7.054637186e-03,-1.313606626e-04,-3.201698128e-04,-6.587018142e-04,-4.603427369e-04,-3.563457576e-04,-4.673316434e-04,-2.855008643e-04,-3.777169040e-04,-1.512619615e+00,-1.847303356e-04,-5.922576529e-04,-1.694946986e-04,-3.104571078e-04,-1.640953997e-04 +weights1 = 4.476325810e-01,9.377115369e-01,9.870946407e-03,1.366664539e-03,4.313696991e-04,-2.156602386e-05,8.386228583e-04,1.071128863e-04,4.100887454e-04,-6.837140536e-04,1.950604026e-03,-3.717188083e-04,7.387782680e-04,5.058776005e-04,2.584880858e-04,1.167020018e-04,9.031385998e-04,-6.872916128e-05,1.416226005e-04,2.488135651e-04,6.454890966e-01,8.985099196e-02,1.458672923e-03,3.713142651e-04,4.961344530e-04,-7.764491602e-05,3.188796982e-04,-1.001889104e-04,3.068966616e-04,-5.605521728e-04,1.383424387e-03,-8.883617120e-04 +biases1 = -2.577041090e-01 +weights2 = +biases2 = diff --git a/params/D00114.003.txt b/params/D00114.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab7b0a4963c7b4471f3ef530c2966f0efb4ae200 --- /dev/null +++ b/params/D00114.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 6.789387896e-08,-1.552324891e-01,-1.649395972e-01,1.172306612e-01,1.149519384e-01,-6.376836836e-08,-1.909886249e-09,2.905163754e-08,7.624160503e-08,-3.612127486e-08,-5.263680965e-02,1.448812187e-01,-5.917592719e-02,-8.436991274e-02,-1.001895890e-01,4.097415507e-01,-3.634755830e-09,1.181664765e-01,1.281156093e-01,-6.349249184e-02,-2.815653980e-01,-6.924204854e-08,-3.369078172e-08,-1.329221089e-08,-4.924790176e-08,-5.795238067e-08,-6.894322485e-02,-2.629278302e-01,-3.483700752e-01,-4.798139445e-03,7.714312524e-03,-2.642100155e-01,7.254119971e-09,1.603886485e-01,4.880656675e-02,-4.382104874e-01,-4.111154079e-01,1.203599087e-08,-9.595207295e-09,-4.958528876e-08,-4.640393847e-09,1.806573735e-08,-2.811067104e-01,-2.644138038e-01,-1.078521553e-02,-2.261366397e-01,-1.979425699e-01,-3.507049680e-01,-5.623408406e-09,-1.393663138e-01,-3.654353693e-02,1.667565256e-01,4.051299095e-01,1.682579054e-08,-9.144398128e-09,-5.352690735e-08,6.675807640e-08,5.147505178e-08,2.451388836e-01,2.402339280e-01,2.049855888e-01,-1.458270941e-02,1.253752559e-01,6.060924847e-03,-7.464138196e-10,-2.146072984e-01,-2.519762516e-01,-5.667185038e-02,-1.689186096e-01,3.761855183e-08,-6.795548124e-09,1.451317022e-08,-7.510837285e-09,1.550704454e-08,-2.758541610e-03,-1.010637060e-01,3.269508779e-01,-1.773331687e-02,-1.167585701e-01,-3.298900649e-02,3.690083261e-08,3.324664831e-01,-3.345903009e-02,-2.129076570e-01,-1.146948636e-01,-3.450087505e-08,-5.810901982e-08,5.982124662e-08,-1.092746249e-08,5.965694072e-08,-1.086361110e-01,-1.178430095e-01,-5.749508142e-01,-2.129377425e-02,-3.439087570e-01,7.409257442e-02,2.901189333e-08,9.512831457e-03,1.890105605e-01,3.077347577e-01,-4.164510965e-01,3.140666394e-08,5.207383413e-10,-6.052169965e-08,-7.966718396e-10,5.551734361e-08,-1.655350626e-01,8.639902622e-02,-2.511222363e-01,-2.778082192e-01,-2.138389051e-01,-1.507478952e-01,-2.761679951e-08,-1.146038771e-01,6.022036076e-02,-2.251379937e-01,5.795050859e-01,3.320676356e-08,7.615906839e-08,3.861916120e-09,2.316017600e-08,-3.752709787e-08,1.163986623e-01,1.769036986e-02,2.505789399e-01,-2.520466410e-02,5.336430669e-01,-5.134126544e-02,-3.195360776e-08,-1.341939718e-01,-4.113716483e-01,-8.900009841e-02,1.116892323e-01,4.060188985e-08,-7.038627814e-08,-2.456222248e-08,4.548308041e-08,-6.151886822e-08,4.235878214e-02,-4.171521962e-02,-2.406264246e-01,-2.199220061e-01,8.231831342e-02,5.074267089e-02,6.298202493e-08,1.888186038e-01,1.355496198e-01,1.965695620e-01,-2.629427612e-01,4.721908908e-08,2.740740968e-08,-3.735852161e-08,6.844211242e-08,1.662679594e-08,6.671232730e-02,8.816779405e-02,-3.280921280e-01,-1.524801850e-01,-3.845190108e-01,-3.055639565e-01,1.567538632e-08,2.411585115e-02,3.445134163e-01,-6.085279584e-01,-8.964826912e-02,6.085977589e-08,-4.321379876e-08,6.580988554e-08,1.819241291e-08,2.287396583e-08,-1.143164635e-01,-1.354884803e-01,-2.002150565e-01,-1.631649882e-01,2.466112189e-02,-1.939381361e-01,2.700173596e-08,-1.018257290e-01,-9.548317641e-02,2.955857515e-01,7.487988472e-02,-4.232714801e-08,-3.571158658e-08,-3.522273673e-08,-4.051182501e-08,3.411248883e-08,-1.621706784e-01,-2.735159732e-02,5.822504759e-01,2.177238315e-01,9.242291003e-02,2.547830343e-01,-3.930253101e-08,4.314558953e-02,-4.578370750e-01,-1.054402441e-02,-2.009133846e-01,-9.103447773e-09,-5.487233423e-08,5.684399440e-08,3.580419872e-08,-1.348710565e-08,6.093944982e-02,3.116047978e-01,-9.737298638e-02,-2.148619294e-02,-1.101363599e-01,-1.208203584e-01,-2.577175096e-08,8.309459686e-02,3.237454593e-01,-1.251724665e-03,-1.420748979e-01,-5.210930354e-08,-2.878332239e-08,-3.025843753e-08,-6.092785299e-08,-4.119978314e-08,-8.575906395e-04,-1.472235322e-01,-3.610595167e-01,-1.188959032e-01,1.725923419e-01,-3.861692846e-01,2.390832421e-08,-6.984928250e-02,4.276986420e-01,2.165507339e-02,1.524786502e-01,2.118537124e-09,-1.817959827e-08,-1.553724971e-08,6.866527968e-08,1.977256758e-08,-1.446870118e-01,-2.268589437e-01,-5.120766908e-02,-5.172798783e-02,-4.323503375e-01,-6.135771051e-02,1.337367461e-08,-6.938854605e-02,-3.145667017e-01,-2.127280980e-01,3.082670458e-02,-4.079558735e-08,-1.233866964e-08,7.778032796e-08,5.884510657e-08,-6.248709639e-08,-7.677760720e-02,-3.702934086e-02,3.150291145e-01,-1.168409288e-01,2.012868226e-01,4.338686168e-01,-7.815857828e-08,-6.120033935e-02,-5.312126875e-01,-1.080276817e-02,-3.738787025e-02,4.798277331e-08,-5.848841411e-08,-7.142672587e-08,-1.614435874e-08,9.518686284e-08,-2.419831306e-01,4.611225054e-02,2.109156735e-02,7.015350275e-03,8.957307041e-02,-7.509068400e-02,6.612906844e-08,1.018574536e-01,2.484772354e-01,2.193870395e-01,-3.424021304e-01,-4.030711054e-08,2.692654322e-09,-4.548670063e-08,-2.701679547e-09,3.721460473e-08,-2.277207822e-01,-3.459934890e-02,-3.175769150e-01,-1.382507235e-01,-8.524501324e-02,-2.930305302e-01,-1.407297109e-11,-7.702033222e-02,2.472108305e-01,-2.776906490e-01,7.517728209e-02,-3.613476407e-09,-2.474741834e-08,-3.079212263e-08,1.822045803e-08,-6.681148790e-08,-5.409710109e-02,-2.274648100e-02,-3.101677895e-01,-2.655959427e-01,-6.965443492e-02,-3.184171021e-01,6.442684253e-08,2.203497477e-02,8.434458636e-03,-1.066201478e-01,1.554608345e-01,2.907927765e-08,4.375276674e-08,1.917643644e-08,-2.409211319e-08,-4.407783294e-08,3.752906621e-01,-9.011892229e-02,3.740061224e-01,6.709574163e-02,-7.841278613e-02,5.526164770e-01,-6.892999060e-09,3.378196806e-02,-4.627515972e-01,2.592439204e-02,1.204161495e-01,3.041295571e-08,-5.370546674e-08,-2.871287563e-08,-1.159568175e-08,-6.548266818e-09,1.668025367e-02,-1.283400804e-01,-3.453058004e-01,1.252152473e-01,-2.637484968e-01,6.233091699e-05,-2.185250381e-08,2.220878750e-01,2.906163335e-01,-1.844365299e-01,-3.964790106e-01,4.579642621e-08,-3.707896212e-08,4.258309616e-08,2.962131518e-08,-7.420879911e-08,-1.392868757e-01,9.808507748e-04,-1.995230317e-01,-2.334575206e-01,3.002015352e-01,-1.318700761e-01,-2.525106524e-08,-1.268605441e-01,1.537438333e-01,-1.156855449e-01,4.581903666e-02,-3.017309425e-08,-1.510299796e-08,1.552297135e-08,8.878332380e-08,2.074212135e-09,-2.887038291e-01,-8.443692327e-02,-1.254008859e-01,-3.211536705e-01,-9.230588377e-02,-1.636421531e-01,1.459553811e-08,-1.283494234e-01,-3.109835961e-05,6.899092346e-02,3.467198089e-02,4.836525491e-08,2.564286916e-08,5.247244772e-08,4.127665321e-08,-3.180155161e-08,2.453742772e-01,9.861145914e-02,4.871582389e-01,7.886360586e-02,-8.375340700e-02,1.230153143e-01,7.530107204e-09,-2.019308042e-03,-3.159715235e-01,-8.992780745e-02,1.555662043e-02,3.274051252e-08,1.429968943e-08,-2.783516351e-08,-6.840207334e-08,-2.123073628e-08,-1.689320058e-02,2.574266680e-02,-2.098359764e-01,4.190215841e-02,-5.117432680e-03,-5.210501701e-02,-3.494416134e-08,-6.005989388e-02,3.810955882e-01,1.961684525e-01,-2.319742292e-01,2.277073419e-09,5.847032192e-09,-6.360688865e-09,6.646521200e-08,-1.907008551e-09,-1.037058607e-02,-4.397648945e-02,-2.159932256e-01,-1.913705766e-01,-2.706810236e-01,-1.186228637e-02,4.910659257e-08,-1.654711068e-01,5.928049237e-02,-1.945209950e-01,2.212611213e-02,1.244727077e-08,3.636363743e-08,3.660805659e-09,-3.157360950e-08,1.003085703e-08,-3.085925281e-01,-1.597141325e-01,-1.791127771e-01,-1.685882062e-01,-2.279832028e-02,-4.808870330e-02,-1.586075982e-08,2.325226218e-01,-1.516770720e-01,-8.964767307e-02,4.035607353e-02,-2.927848541e-08,-3.606354326e-08,-4.827728262e-08,9.513730959e-08,2.327000104e-08,1.447507441e-01,3.863762692e-02,4.144608676e-01,-1.657982729e-02,1.229213253e-01,-1.954202726e-02,5.902251843e-08,-4.962585866e-02,-2.474786043e-01,-1.990452260e-01,-3.908510506e-02,-1.844393793e-08,5.190008068e-08,3.501063262e-08,-4.066836645e-09,-3.396717219e-08,-9.881550074e-02,2.379188836e-01,-2.568469569e-02,1.384376436e-01,-3.256976977e-02,-1.912551001e-02,4.305781687e-08,4.822725952e-01,2.034373581e-01,1.171856150e-01,1.088242307e-01,1.027639751e-08,-9.002516954e-09,3.694869832e-08,-3.332774057e-08,3.357886058e-08,-1.660043895e-01,-1.788390279e-01,-2.804952562e-01,-3.814504445e-01,-2.482816577e-01,-1.011585593e-01,-1.275140971e-08,-2.968820333e-01,2.231323719e-01,-8.117863536e-02,-4.038591310e-02,-2.003059052e-08,7.718054462e-08,1.744532696e-08,-6.752514992e-08,1.575536501e-08,2.714959383e-01,-2.010969967e-01,-2.567743361e-01,-6.567134708e-02,-1.458302438e-01,-2.497528493e-02,-1.539171279e-08,-1.427706778e-01,-1.830127537e-01,-5.001103971e-03,-1.621252447e-01,4.853694335e-08,-4.219356597e-08,1.597901544e-08,6.012823661e-08,5.835659067e-08,-1.678371727e-01,2.284764312e-02,3.602267504e-01,-2.641986124e-02,2.685814500e-01,-1.336168870e-02,-2.182492054e-08,-4.358665645e-02,-1.580006480e-01,-2.143819630e-01,-1.109246165e-02,-4.256409980e-08,2.213929307e-08,-1.676134431e-08,-5.030801553e-09,2.060579973e-08,-2.433845997e-01,3.544829786e-02,-1.052512005e-01,1.715333611e-01,1.236777380e-01,4.335736111e-02,4.688904376e-09,2.510311082e-02,3.347849846e-01,3.322167993e-01,-1.443803161e-01,6.249499052e-08,-1.574466779e-08,-4.113521257e-08,-8.752103042e-08,6.094251859e-08,-9.027819335e-02,1.000483707e-01,-1.819240898e-01,-3.930308819e-01,-1.073873118e-01,-1.927477419e-01,-2.015454115e-08,-1.360888183e-01,-1.551644206e-01,-3.353856970e-03,3.961277306e-01,-2.771254559e-09,6.143444864e-08,4.300492601e-11,-6.668308572e-08,-6.636044247e-08,6.271948107e-03,-1.743313968e-01,-1.261997819e-01,-5.952981710e-01,-2.378121391e-02,-4.053730890e-02,-1.997881682e-08,1.404186636e-01,-4.929374158e-02,-3.225597441e-01,-3.824231327e-01,4.573237344e-10,2.540845756e-08,4.037196888e-08,1.198987665e-08,-5.171935769e-08,1.642929763e-01,-9.431402385e-02,2.125603706e-01,4.490228891e-01,-1.564407945e-01,3.261980042e-02,-4.923365893e-08,-5.093780160e-02,-1.981796930e-03,-1.440813094e-01,-1.413892210e-01,6.055302038e-08,-6.255082674e-09,-4.324136427e-08,-1.692488993e-08,6.159028487e-08,1.327341236e-02,3.612597287e-02,1.712500006e-01,-4.623039067e-01,7.264740765e-02,-8.143900195e-04,1.710423803e-08,1.708664149e-01,3.736939430e-01,-1.152082086e-01,2.066779435e-01,-2.185045744e-08,-4.035894818e-08,4.514399521e-08,-1.926826698e-08,1.572848163e-08,-2.785963118e-01,-8.540393412e-02,-1.137758717e-01,-3.528569341e-01,-7.972256094e-02,-2.102452219e-01,6.797021257e-08,-1.914673001e-01,-3.020121753e-01,1.973731909e-03,1.921680011e-02,4.341897153e-08,-1.701020125e-08,2.516039288e-08,5.528465508e-08,6.485479531e-08,-5.254256073e-03,-2.591167092e-01,-8.554653823e-02,-5.474655628e-01,4.155106470e-02,4.576576129e-02,-4.129713815e-08,4.276702553e-02,-8.901856095e-02,6.762102246e-02,-2.228950560e-01,-6.028142430e-09,-6.594444102e-08,4.257474018e-08,-6.898678606e-08,-2.762350348e-08,7.503100485e-02,1.843128502e-01,-1.669546366e-01,1.053582668e+00,-2.032372653e-01,8.658153005e-03,-3.198018916e-08,6.809391826e-02,-1.668184251e-01,-3.355232775e-01,8.609575778e-02,-2.822365985e-08,-4.780752505e-08,3.391115300e-08,5.333451369e-08,3.439503971e-08,-2.388835549e-01,-2.060649395e-01,-2.465387583e-01,-1.970983483e-02,9.613852203e-02,1.225017831e-01,4.457951164e-08,2.822852135e-01,2.720792592e-01,8.474575728e-02,-4.567748681e-02,1.107434411e-08,6.988758372e-08,-6.327127267e-08,5.201829012e-08,-3.398934112e-08,8.661571145e-02,-5.929041654e-02,-1.692246944e-01,-9.675771743e-02,2.165244147e-02,-2.941224575e-01,1.546773021e-08,-1.312362850e-01,2.077773213e-02,7.781654596e-02,3.385582268e-01,-6.909505856e-08,3.495943801e-08,1.473339584e-08,-4.658862451e-08,-4.874596371e-08,7.671996951e-02,-3.958221897e-02,2.980695367e-01,4.676618427e-02,2.010004828e-03,-1.492813826e-01,-4.056877856e-08,-2.336238474e-01,-1.111488864e-01,-5.335973948e-02,-5.604904294e-01,-5.076130449e-08,2.186392223e-08,7.234095101e-09,4.532613573e-08,5.630719002e-08,-1.042575985e-01,1.704705954e-01,-8.511073887e-02,-2.633858025e-01,-3.171515763e-01,1.287412643e-01,5.673433989e-08,2.843592763e-01,3.461367637e-02,-4.405934513e-01,-3.607379198e-01,-1.058420625e-11,-6.699256971e-08,6.778619621e-08,9.706769610e-09,-1.245409198e-08,-1.056567505e-01,2.701618671e-01,-1.478642374e-01,7.134292275e-02,-2.110115588e-01,-3.184089810e-02,-1.385447757e-08,-1.768269576e-02,-7.746082544e-02,-1.248409506e-02,-3.362047719e-03,-1.383708881e-08,-5.172512374e-08,6.718129164e-09,2.958411827e-08,7.956221459e-09,-9.151335061e-02,-2.221102566e-01,-5.013533235e-01,-2.849320769e-01,5.405848101e-02,-2.303413898e-01,5.136949710e-08,-1.755243987e-01,3.787470981e-02,7.189425826e-02,3.525672853e-01,6.952340925e-08,-5.083524002e-08,-1.716797726e-08,2.500226470e-09,-4.701797351e-08,2.648295164e-01,-1.595984101e-01,-7.952577434e-03,2.665730938e-02,2.843432501e-02,-1.515792906e-01,5.846818851e-08,-1.032714397e-01,-1.345006470e-02,1.444426775e-01,-1.715294719e-01,-1.754700563e-08,3.819875261e-08,-6.233970851e-08,7.365101862e-10,6.106119343e-08,-2.411981523e-01,-2.245013043e-02,4.394761622e-01,-1.880851388e-01,-4.822759703e-02,2.589912713e-01,3.234515233e-08,8.009409904e-02,6.539217234e-01,-3.637667298e-01,-4.513689578e-01,-5.442086781e-09,1.060906474e-08,3.511688718e-08,6.950450882e-08,-5.462919717e-08,-1.799826324e-01,-9.153059870e-02,-2.957952917e-01,-5.322759748e-01,3.532596864e-03,-2.980936170e-01,6.524220453e-08,-6.429736316e-02,-1.749658585e-01,9.910593927e-02,1.015183404e-01,-3.910780677e-08,-3.760438361e-08,-4.401420384e-08,3.555189565e-08,5.168272210e-08,-2.450372428e-01,-7.423643768e-02,-4.931638837e-01,-7.613348365e-01,8.921497501e-03,-1.840733588e-01,5.462008623e-09,-2.568338998e-02,-1.083912700e-01,6.118153334e-01,4.094793499e-01,3.381072489e-08,4.680782872e-09,4.772153162e-08,3.099041379e-08,1.480815914e-08,5.886632800e-01,2.601988614e-02,-1.480659377e-02,3.175757229e-01,2.528283000e-01,7.345076650e-02,-6.493692695e-08,2.535179956e-03,-3.201299608e-01,-5.398035645e-01,-2.285655886e-01,6.418658671e-08,6.768430438e-08,-8.825396947e-08,-3.387299685e-08,5.746647247e-08,-3.139601052e-01,2.824104764e-02,6.101171374e-01,6.056436300e-01,-4.502047300e-01,2.278011739e-01,6.527020702e-08,9.612780809e-02,8.392613381e-02,-5.452750325e-01,-4.752364755e-01,5.699590488e-08,-8.837498910e-08,1.700948005e-08,-6.072303904e-08,-1.896153989e-08,-5.129929185e-01,-2.706249356e-01,2.321709096e-01,-4.832373559e-01,-2.281940132e-01,-1.208330691e-01,6.969611377e-08,-1.293846518e-01,-5.284166932e-01,5.735346675e-01,3.327581882e-01,8.553227815e-08,6.112107798e-08,5.757718569e-08,5.977496187e-08,-5.613599896e-08,8.364474773e-02,-9.387685359e-02,-4.338043928e-01,-3.259427249e-01,2.722322047e-01,-2.677707374e-01,6.544264863e-08,1.389971655e-02,4.452046379e-02,4.401312172e-01,-7.324101031e-02,-7.837191163e-08,-2.055931603e-08,7.222236142e-09,6.510828143e-08,4.097612560e-08,1.219185442e-01,-8.350327611e-02,-3.901008666e-01,-4.727177620e-01,9.690005332e-02,-2.248580903e-01,5.657810576e-08,1.149886288e-02,3.868215978e-01,-6.915115714e-01,3.457441181e-02,-1.950621353e-08,-2.423227841e-08,5.627138755e-09,-1.214336276e-08,-4.449078617e-08,9.753194451e-02,3.650753796e-01,3.493204117e-01,9.735721946e-01,-3.456203640e-01,4.803954363e-01,5.312597473e-09,2.122651637e-01,8.478977084e-01,-6.257957816e-01,-3.850596771e-02,2.349754524e-08,5.982580120e-08,2.379451658e-08,2.642057595e-08,-6.530463281e-08,-5.231218338e-01,-1.550387293e-01,2.416229695e-01,-8.986616135e-02,-6.133219004e-01,-5.533495173e-02,-2.734752513e-08,-1.859438121e-01,-3.976165354e-01,1.036899805e+00,-2.321001291e-01,-4.554444999e-08,-6.554741105e-08,1.452531206e-09,6.269644803e-10,2.111224617e-08,2.800965607e-01,-2.108842880e-01,-4.767445326e-01,-4.421576560e-01,2.673380375e-01,-1.523187011e-01,-4.966212330e-08,8.725947142e-02,-7.969715595e-01,-1.871433556e-01,-2.371419035e-02,6.211216430e-08,-6.405596054e-08,4.461209180e-09,3.726485076e-08,2.207526606e-08,5.280719995e-01,-1.865718812e-01,-3.269142807e-01,-5.302115083e-01,9.161365032e-02,-2.619065344e-01,-6.709782241e-08,-1.221097559e-01,3.675570488e-01,-3.887479901e-01,1.451959610e-01,-4.106128060e-08,3.462824694e-08,-5.278649695e-08,-9.885165753e-08,5.045180629e-08,-4.898088872e-01,4.638370574e-01,3.123696446e-01,7.541313171e-01,3.806391731e-02,3.101649582e-01,-4.686339317e-09,1.966854334e-01,-4.324664176e-01,-2.572840154e-01,-8.479617536e-02,-9.975720161e-08,5.771574507e-08,-4.663180064e-08,-6.319189083e-08,-1.145035400e-09,-5.294808149e-01,-1.116685942e-01,-1.383305341e-01,-7.045464963e-02,-4.196003973e-01,-2.844390869e-01,6.330579794e-08,-1.560394466e-01,6.317585111e-01,2.049005628e-01,-1.552898139e-01,-3.069740684e-09,6.686778420e-08,1.094680702e-08,6.438500577e-08,6.174526845e-08,8.642978668e-01,-1.966095865e-01,-3.476332128e-01,-1.413904428e-01,-3.757573068e-01,-2.278229296e-01,-1.686533935e-08,-2.952530049e-02,-9.141000360e-02,3.512743413e-01,2.357148975e-01,-3.565010287e-09,6.031154953e-08,-4.809173504e-08,2.917641950e-08,3.431431850e-08,-3.801893294e-01,7.587169763e-03,5.502240360e-02,6.758205593e-02,7.848225236e-01,3.444152772e-01,-6.860000212e-08,-6.704802625e-03,-6.546989083e-02,-5.198734403e-01,-1.300896406e-01,-3.592519704e-08,-1.937241123e-08,-1.819249418e-09,-3.490300671e-08,1.130584293e-09,-1.002106816e-01,1.965985149e-01,2.086731344e-01,-1.713205576e-01,-1.324200183e-01,-4.388832487e-03 +thresholds = -3.404509625e-04,-1.086905133e-02,-4.391272739e-02,-9.223193526e-01,-7.619304657e-01,-1.720481785e-03,-1.519205543e-04,-9.713546024e-04,-4.684596206e-04,-2.431934141e-02,-8.333613873e-01,-6.197417378e-01,-1.012922406e+00,-1.520415783e+00,-8.400797248e-01,-8.097231984e-01 +weights1 = -3.664145254e-08,-4.143327104e-08,-3.707314841e-03,-2.872135063e-08,-2.094299998e-03,1.926961524e-08,-2.092964202e-08,2.569463753e-08,-2.334967242e-08,-1.511301287e-02,3.050101682e-08,3.368727874e-08,2.381850983e-08,1.061276844e-08,5.558240801e-08,1.616965672e-09,4.827031866e-03,5.387802915e-08,-1.450427600e-08,1.281208473e-08,2.505127306e-08,-5.432011729e-09,5.813599913e-08,7.133048996e-08,2.435676016e-08,-3.079096800e-08,4.937512088e-08,-8.919871952e-09,2.271986155e-08,-2.293747237e-08,-1.913346104e-08,-5.273842163e-08,-6.134742847e-08,-2.491275630e-08,-6.620011561e-08,-3.961331529e-08,8.751193061e-03,-6.703795865e-03,-4.544132892e-08,-3.919788938e-08,-2.763963103e-08,1.072794742e-08,1.536737196e-02,5.440047701e-08,-5.990445118e-08,-1.995684151e-08,-1.344681966e-08,-1.784362830e-02,4.319230484e-08,1.331448463e-08,3.998734057e-03,1.221719291e-02,2.494509665e-08,5.204151332e-09,-2.045758441e-02,-1.244146563e-02,3.072717902e-08,-1.293386705e-02,-2.989225933e-08,-7.293272120e-08,-3.803833337e-08,-3.740465641e-02,-2.049093135e-02,2.451280318e-02,1.295642368e-02,-7.360787131e-03,-5.999905284e-08,-1.216871515e-01,-6.207249470e-08,-1.428920124e-02,-6.147519872e-02,1.102562249e-01,-1.144943852e-02,-7.726583164e-03,1.211960688e-01,-1.484382749e-01,1.818967168e-03,-2.257258296e-01,2.261449695e-01,-2.622934580e-01,-2.252600342e-02,-3.882633746e-01,-2.664053738e-01,-3.751123149e-04,4.608438350e-03,2.999545501e-08,2.509718122e-08,-1.095079584e-03,-6.386344135e-02,-2.943863510e-04,-1.490916014e-01,-3.058534563e-01,-2.926000242e-08,-1.213040389e-02,2.878447776e-05,-8.655422181e-02,5.937084788e-04,3.563579209e-09,6.121491225e-08,5.722730886e-03,9.061129764e-03,-1.053117402e-02,5.773629528e-04,2.969382703e-02,8.497181349e-03,-9.472003439e-04,3.771727532e-02,-1.448484444e-08,5.027469713e-03,7.823881693e-03,2.112818882e-02,2.756485902e-02,-5.511956755e-03,5.956755951e-03,1.870078407e-02,8.918706328e-03,-7.173109800e-03,-8.251840988e-09,-2.929376811e-02,-2.467713784e-04,-6.844424206e-05,-6.123905649e-08,-4.331821576e-03,-1.235872321e-02,3.960285611e-08,2.947355604e-08,-9.375674459e-09,4.159344158e-08,-8.206192404e-03,-9.538604900e-06,-8.246173877e-08,-4.874792695e-01,-6.016726672e-08,-6.883065403e-02,-1.539431661e-01,4.543054849e-02,-6.481955945e-02,-3.794166446e-02,4.221469909e-02,-4.089609087e-01,-4.580729827e-02,-3.009108901e-01,9.835183620e-02,-5.566354394e-01,-1.999762505e-01,-3.798653483e-01,-4.623784721e-01,8.058882668e-04,-2.157267928e-01,-5.803913794e-08,-5.999845598e-08,-6.282267720e-02,-1.734560281e-01,-9.192148573e-04,-5.627030134e-01,-4.675741196e-01,5.936963277e-08,8.357464942e-09,1.838686439e-04,-1.752015948e-01,4.978539536e-08,-1.751228049e-02,-2.374885533e-08,1.511400938e-01,-2.340857871e-02,-5.910699815e-02,1.075357124e-01,3.650753573e-02,-3.969390411e-03,-4.792872071e-02,7.046016253e-05,3.792867437e-02,-1.479731966e-02,1.675621569e-01,-1.090790960e-03,3.251388073e-01,-6.487400085e-02,2.604955435e-01,2.402077466e-01,-1.480439241e-04,-7.855041325e-02,-1.092331825e-08,3.187665243e-08,-3.227996058e-04,8.504029363e-02,5.635121852e-06,2.309926301e-01,2.308286577e-01,-1.403963790e-08,-3.368680623e-08,1.823084858e-05,-1.609682165e-08,-2.215760760e-02,9.394466538e-09,-1.525095605e-08,3.197706938e-01,3.391976833e-08,-1.069874391e-01,9.685045481e-02,2.104032040e-01,1.068554595e-01,-5.074765906e-02,-1.151377857e-01,1.601276398e-01,-7.130149007e-02,2.820238769e-01,-2.094697803e-01,3.116978705e-01,-2.243790478e-01,2.567836344e-01,3.458182812e-01,-3.979100438e-04,-3.254664242e-01,-2.075540273e-08,3.413267180e-08,8.284958452e-02,1.636644751e-01,-6.599486805e-03,3.734087348e-01,4.230968058e-01,-8.140571772e-09,-3.905485943e-02,7.681998977e-05,6.265513599e-02,-3.042403662e-08,3.613125799e-08,-7.686561787e-08,-1.332225511e-03,1.793105220e-08,-9.755758947e-05,-1.124494956e-04,1.538496558e-02,3.837297481e-05,-3.045267022e-06,-8.927136719e-07,-7.876059804e-10,-3.385070841e-06,-3.102363844e-04,-1.480861392e-04,1.220280025e-02,-8.684587374e-05,-3.133933758e-03,-1.070288825e-03,-5.589028618e-08,-6.564665819e-04,4.610471427e-02,-6.766805427e-08,4.515340552e-03,1.542799873e-03,4.322192027e-08,-8.453743067e-04,5.016975570e-03,2.300855950e-09,7.472716668e-09,5.449025053e-08,5.494757094e-09,-8.633421977e-09,1.253548730e-02,-9.466451623e-09,1.175287962e-01,-6.147934783e-08,-7.374498248e-02,6.070010364e-02,-1.018656231e-02,1.389386482e-03,-3.784906864e-02,-1.871213019e-01,4.276054725e-02,-4.899027571e-02,1.134226620e-01,-3.414851725e-01,2.754597664e-01,-1.684587896e-01,2.740107775e-01,1.477218270e-01,-2.118250122e-04,-1.650171429e-01,3.974236407e-08,-3.910967550e-08,3.008259833e-02,1.393507048e-02,-7.141794544e-03,4.554154351e-02,1.532080919e-01,4.167959489e-08,2.958263856e-08,1.833386023e-06,1.810484380e-02,-1.214743239e-08,-5.825699745e-08,2.619516160e-08,2.385998145e-02,4.116326480e-08,-1.738546125e-04,-3.699505469e-04,-1.482035004e-04,-2.313068399e-05,-2.366923873e-04,-5.251438051e-05,-4.147995369e-08,-5.392175080e-05,9.906970896e-03,-3.939080611e-02,7.225071639e-02,-3.515060525e-04,3.680243716e-02,2.963410923e-03,4.304570567e-08,2.286297422e-05,-1.544109729e-08,1.379015669e-02,-6.989789654e-06,-8.825671859e-03,1.128615512e-08,-9.739411762e-04,5.894377455e-02,-1.171800346e-08,4.405615428e-08,3.232011636e-08,-4.979304791e-08,-2.264938690e-02,-5.484541878e-03,1.891132444e-02,6.359715015e-03,5.163517258e-08,1.038730080e-08,1.318191494e-06,-4.043081775e-03,-2.845688662e-08,2.440943383e-03,-4.201545423e-08,-1.949215722e-08,5.162141292e-08,1.446616463e-02,-2.118441649e-02,6.587841781e-04,-2.308722772e-02,-2.344688887e-08,-1.253210241e-03,1.728010364e-02,-2.113285474e-03,-6.193391755e-08,-5.191881058e-08,3.335067304e-04,-2.204741456e-08,2.771956353e-08,-2.566996403e-02,-6.596924365e-02,-1.577898301e-02,-3.951326022e-08,1.068007105e-08,-4.524165487e-09,-1.275459294e-08,-3.023102507e-02,1.289692335e-02,-2.224165563e-08,5.171740725e-08,-1.870164912e-09,-6.008740883e-08,-3.839264551e-08,9.341957430e-09,-4.149046973e-08,-5.542731960e-04,5.267395764e-08,-1.126238145e-02,2.361194085e-08,7.674574931e-08,-1.053089974e-03,2.094389906e-08,1.164599322e-02,-5.336574915e-08,-5.985214375e-04,-2.381004579e-02,6.143122988e-08,-2.809971456e-08,-3.332000226e-02,1.101620928e-08,1.915619130e-08,-2.243017405e-02,-1.613537036e-02,-5.624650257e-08,-4.708962820e-08,6.165245736e-08,6.623027904e-09,3.237152768e-08,6.579601177e-05,-5.521126312e-08,5.292729455e-08,1.304110331e-08,-1.436432573e-08,6.129242536e-08,6.690095233e-08,-5.139043679e-08,2.382867038e-03,1.167241298e-02,4.287915445e-08,4.990909375e-08,-5.890278132e-08,-1.610555422e-08,2.968998736e-08,-3.170067941e-08,1.377057490e-08,7.818741210e-08,-4.891782999e-02,-2.124450482e-08,4.721661995e-08,-3.698457007e-08,3.903177515e-08,-3.106313073e-08,-1.108362339e-02,-1.577787678e-08,1.115786841e-08,-1.101674745e-03,-2.777489647e-02,-9.640281205e-04,3.928008496e-08,2.644676833e-08,-4.378559026e-08,-2.732724091e-08,1.901064999e-02,2.285607970e-08,5.102361555e-08,1.484297751e-08,6.258622420e-08,3.688229455e-08,-8.355267589e-09,-6.383754313e-03,3.190126918e-08,-7.244031876e-03,-4.532729392e-08,-4.852342883e-08,-2.748715211e-08,-3.487491895e-08,-2.889937711e-08,2.535726316e-02,3.422388341e-03,-1.274290451e-08,-8.444704115e-03,-1.499996749e-08,1.151578832e-09,-5.241801304e-08,4.868446624e-08,-7.806316018e-03,-1.247523539e-02,1.876431988e-08,-4.768353890e-08,-6.126600738e-08,-8.221151074e-04,8.000327274e-03,6.689366217e-08,-1.707131680e-08,1.394203119e-02,4.197243086e-08,3.709891438e-02,-4.315164404e-08,1.543119588e-08,6.720136980e-08,2.147756994e-08,-2.613682959e-08,-8.660046384e-03,3.489654432e-08,-4.562281930e-08,-6.947493603e-08,-5.194495500e-08,-3.469511611e-08,-1.172010844e-08,4.107040752e-08,2.838343427e-08,2.515602837e-08,4.742156445e-09,-3.810514510e-02,1.577235200e-02,-3.706583929e-09,-3.927101940e-02,5.878625586e-08,-6.960986648e-04,5.940633940e-08,-1.921032928e-02,-7.482597721e-04,3.065915966e-09,-1.702013286e-08,3.369308033e-08,2.628172702e-08,-1.367452205e-04,1.291684537e-08,-1.685560867e-02,-1.607384533e-02,2.757444229e-08,1.545493866e-08,2.751596107e-08,3.141349554e-02,-9.917965159e-03,5.248801838e-09,6.887406645e-09,3.996343585e-04,-1.063840836e-02,-1.332028265e-08,-1.276027195e-08,5.407146375e-08,-1.117852144e-02,-5.870454345e-08,-8.398581296e-03,6.766064093e-03,-4.446525992e-08,-9.723536643e-09,1.027212715e-08,5.642406986e-09,4.360811712e-09,-2.586617320e-08,5.481391785e-09,-2.770638652e-08,6.034591848e-08,2.183904080e-08,1.437457837e-02,1.570392349e-08,2.065687887e-08,-9.475823681e-09,7.988086281e-08,-1.071724665e-08,-2.485601591e-08,-3.876808918e-08,3.586211150e-08,-4.537065834e-08,1.096335985e-02,5.929852875e-08,-4.727524683e-08,7.521249756e-08,-4.453493282e-03,2.574469882e-08,3.684106886e-08,8.708449961e-09,7.877541706e-03,2.139639754e-08,7.545510307e-03,8.920520544e-03,-1.407723982e-08,-5.393362557e-08,3.076673849e-08,-2.130075138e-08,-5.471816067e-08,-3.197638784e-03,1.535154048e-08,-2.338394900e-08,-7.926925782e-09,1.593158115e-03,-1.893778467e-08,2.513245967e-08,-2.126715692e-08,-2.554034673e-08,1.644541836e-09,-4.099577922e-08,2.458902076e-03,-1.991731757e-08,-1.963270362e-03,1.362318880e-08,-1.325973908e-08,1.223942265e-02,3.267357940e-08,-2.021603684e-08,4.838764767e-08,3.623954914e-09,-2.845210467e-08,-4.134669851e-08,7.144104689e-03,-6.767066907e-08,3.545742189e-08,-5.485012444e-10,8.725531409e-09,6.189174684e-08,-5.296278971e-08,-2.271704780e-08,-1.969825014e-08,-4.172479962e-08,2.867630577e-10,-6.257886298e-08,3.619861388e-08,1.314025777e-09,3.916870028e-08,-4.359647221e-08,5.893805621e-08,1.734546551e-08,8.126403550e-09,3.378863411e-08,-4.627360894e-08,7.232325152e-03,3.076976540e-08,5.025757104e-02,-9.959008545e-03,-1.542823785e-10,2.595466096e-03,-6.002602504e-08,2.592651871e-09,2.181556447e-08,-5.725803831e-08,2.742846394e-09,1.862194132e-08,-4.230349049e-08,6.144885134e-08,-7.083246484e-03,9.674830362e-03,-7.155344406e-08,-1.228014752e-02,-6.607757452e-09,2.986386960e-08,1.895896718e-02,1.173130237e-02,-7.253893841e-08,-6.123484297e-08,6.223949356e-08,1.039224973e-08,-2.701229995e-08,2.780729532e-02,-8.436509269e-09,-3.704629137e-08,-1.240197383e-02,1.608926148e-08,2.206670935e-08,4.809029619e-08,4.479706917e-08,5.374192469e-08,-5.247620294e-08,-2.261877619e-08,-7.951347157e-03,1.082622446e-02,1.543968331e-08,-4.146188104e-08,1.975711506e-08,2.204993343e-08,4.082486171e-08,3.285053296e-08,-2.908951480e-08,-4.407912257e-08,-1.892076060e-02,-2.402382471e-08,-2.986586978e-08,-3.919117153e-03,3.334459464e-08,5.022658289e-09,-4.318964741e-08,-4.053747560e-08,1.644367119e-03,5.954882809e-08,-1.400917693e-08,2.183852047e-01,-5.959461560e-04,-1.001960486e-01,5.096799508e-02,8.574054390e-02,4.718982801e-02,-3.009893931e-02,-1.165214255e-01,5.039226264e-02,-3.172690794e-02,1.982769221e-01,-2.639232278e-01,2.655799091e-01,-1.251834482e-01,2.710517943e-01,1.214260906e-01,-2.051601914e-04,-1.922670752e-01,2.977111446e-09,-3.510794144e-08,6.573145092e-02,5.300022289e-02,-5.317891691e-07,1.866988689e-01,2.839945555e-01,1.790686266e-09,2.126311749e-08,4.305657058e-05,4.116278887e-02,1.838022179e-08,-2.792342566e-02,1.545014250e-08,-1.342818257e-03,4.465496417e-08,-2.317045070e-02,-2.881857217e-04,2.919002727e-04,-6.464649778e-05,-1.386694657e-05,-1.519934722e-05,4.233287143e-08,2.697038872e-05,-1.124255505e-04,1.409132346e-05,-4.591333854e-04,6.695582124e-05,6.611179560e-03,-9.304497507e-04,-5.644221979e-09,2.371974260e-04,-3.409111216e-08,4.749228921e-08,-4.601972978e-05,1.706308313e-02,4.412210686e-08,4.529212601e-03,-5.929348990e-04,-1.786061610e-08,-1.918309955e-08,9.631399678e-08,6.544128350e-09,4.447928692e-09,6.159547894e-08,2.908573382e-09,2.058093399e-01,7.776128128e-03,5.117172748e-02,7.265497744e-02,-1.127664447e-01,-3.845002130e-02,1.696736924e-02,-1.834571920e-02,4.158438370e-02,3.237821162e-02,8.180249482e-02,-1.973277703e-02,3.177769482e-01,9.626996517e-02,3.592396379e-01,1.983354837e-01,-7.729607023e-05,2.181445211e-01,5.103706968e-08,-5.509787737e-09,-3.266149759e-02,1.112052500e-01,6.099531902e-07,6.153599545e-02,1.397721320e-01,-2.747573890e-04,-5.896000133e-08,1.825950858e-05,5.513653159e-02,-5.044976348e-08,-4.140677676e-02,-3.031552254e-08,-1.402376126e-02,8.360422044e-08,9.270224720e-03,-4.206678204e-05,2.830823651e-04,2.445147373e-03,9.367533028e-03,-5.080634219e-05,-3.711805974e-08,-1.231298520e-04,-9.645341197e-04,2.520301205e-04,-2.076893114e-03,5.185718182e-03,-5.359222414e-04,-8.282254566e-04,2.912088881e-08,6.222560257e-02,4.123580410e-08,3.491370038e-08,4.808990752e-07,6.890364923e-03,-7.240885225e-08,-1.097037224e-03,-1.745359227e-02,-6.014921894e-08,-1.106780116e-02,-3.175999597e-02,3.997486075e-08,1.519898696e-08,-5.789418239e-03,4.633256623e-08,1.579544991e-01,-4.581861290e-08,8.294503391e-02,8.393152058e-02,-1.689054072e-01,-5.689609051e-02,6.760153919e-02,4.038335010e-02,6.793453544e-02,5.245621130e-02,2.563125491e-01,6.386055797e-02,3.962518275e-01,2.039033771e-01,5.578429699e-01,1.731087714e-01,-3.998218381e-05,3.155720532e-01,-1.687118889e-08,-4.385583103e-03,-5.571983010e-02,6.377671659e-02,-6.996387150e-03,2.351843864e-01,3.420538902e-01,-3.121579439e-08,-3.493120521e-02,7.495764294e-05,-3.597347066e-03,1.522901449e-08,6.175939404e-08,2.301190607e-02,-1.238508429e-02,-3.457568098e-08,3.040891513e-02,-6.026332267e-03,-4.949136637e-04,1.296116970e-04,1.679494511e-03,3.237623605e-04,-1.397173293e-02,5.470477045e-03,-8.784044534e-03,1.377017330e-02,5.917026196e-03,4.669874161e-02,5.319634452e-03,-6.602615584e-03,-5.074265275e-08,1.164638698e-01,-1.939893467e-03,-1.775468128e-08,-9.365301139e-07,-6.429378875e-03,-4.597873371e-08,-8.635525592e-03,-2.985609137e-02,-2.426438965e-02,-1.563371904e-02,5.052036656e-08,-3.765028436e-03,-6.160839661e-08,1.807635464e-08,-6.525441076e-09,2.382546067e-01,-4.481078619e-08,7.177388668e-02,6.545810401e-02,-8.957049251e-02,-2.908345126e-02,7.807531394e-03,4.946004599e-03,6.829985231e-02,5.046707392e-02,2.293216884e-01,2.591591887e-02,4.171468616e-01,1.275332123e-01,5.281307697e-01,2.811314464e-01,-2.517936379e-02,1.840898842e-01,1.918413695e-08,1.640935443e-05,-5.475584418e-03,3.691820428e-02,-4.881002624e-08,3.734978437e-01,3.387414813e-01,4.858571767e-09,7.862533676e-05,4.207288293e-05,5.953651294e-02,9.197002277e-03,-3.639123635e-03,4.342769344e-08,7.180684805e-02,-5.977508977e-08,-2.525421232e-02,1.421939960e-04,3.053644905e-04,-2.231491180e-06,-2.716437739e-04,-8.866316057e-05,3.512150142e-03,-1.760309387e-04,5.453864112e-02,-6.498374278e-04,3.603088856e-02,6.305629760e-02,3.083850723e-03,6.057642028e-02,-5.570180248e-03,4.471502267e-03,-2.082221955e-02,4.591068503e-08,9.595655683e-07,4.508150596e-05,5.575670059e-08,4.370003194e-02,7.410975546e-02,-6.095983451e-08,-6.395113328e-09,-3.896301592e-08,-4.310832580e-08,-2.286046019e-08,-2.471386688e-03,6.775675843e-08,9.014332294e-02,-5.780544132e-03,-6.515418645e-03,8.330945671e-02,6.444192678e-02,6.826444715e-02,2.922893269e-03,-5.759322643e-02,7.969005406e-02,-9.843986481e-03,1.582969278e-01,-1.076845229e-01,2.173601240e-01,-2.965994738e-02,2.105395496e-01,1.383054107e-01,-1.749579096e-04,-4.321875796e-02,5.012100097e-03,-1.148876548e-02,2.377593331e-02,2.180009335e-02,-1.919223713e-08,2.146554589e-01,2.100891620e-01,6.490650151e-08,-2.593366802e-02,-1.792357862e-02,2.920574695e-02,2.486064865e-08,-2.326677340e-08,-7.343521342e-03,5.193558522e-03,3.445089192e-08,1.748327304e-05,2.573627047e-02,-1.531222078e-04,1.669832500e-06,3.200185485e-03,-2.448970918e-03,5.012141102e-08,-2.035806328e-02,4.260546714e-02,-7.892234251e-03,4.244094342e-02,-1.590397954e-02,2.371015213e-02,3.326229006e-02,-3.081192190e-08,-9.216754697e-03,-2.930331000e-08,2.050397363e-08,6.487635801e-06,-3.987910532e-05,2.328141768e-08,5.463396385e-02,4.588026926e-02,-2.080851935e-08,-3.650060520e-08,1.387221832e-02,-3.957231343e-08,-2.122630072e-08,6.029555522e-08,-1.558886886e-08,2.126790881e-01,6.118571605e-08,4.668234661e-02,5.187455937e-02,-1.149755195e-01,-1.491858996e-02,4.132777825e-02,1.208915282e-02,3.422046080e-02,2.251015045e-02,1.838227212e-01,-1.209234539e-02,2.854974270e-01,5.503754318e-02,3.217925131e-01,1.808396131e-01,-6.534456043e-05,1.273110360e-01,4.445589852e-08,3.227490453e-08,-2.548105642e-02,2.321472578e-02,-4.606478399e-08,1.096296236e-01,2.333083749e-01,-5.906371400e-03,5.113582446e-08,4.842159797e-06,1.504732762e-03,-6.729374036e-08,-4.954957777e-09,8.460801837e-08,-9.540715255e-03,2.447753467e-08,8.689641836e-04,-5.536866956e-05,-1.554485760e-03,1.571502821e-06,-7.353570982e-05,-8.994514064e-05,2.860564674e-09,7.216128142e-05,-1.026693638e-02,1.170265605e-03,-5.031315144e-03,1.119388454e-02,1.432723645e-02,-6.473427638e-03,1.778896153e-02,4.098194838e-02,-4.561470135e-08,1.099229063e-08,2.016574854e-06,-5.119320704e-04,2.210927778e-05,-9.566538036e-03,-2.205382846e-02,-5.897407007e-08,2.873479389e-03,2.017570473e-02,1.946509481e-10 +biases1 = -3.032808937e-02,-1.488123089e-02,-2.823523059e-02,-4.273402989e-01,-1.257515140e-02,-4.552209750e-02,-1.908691972e-01,-3.908104822e-02,-4.488749430e-02,-6.660152972e-02,1.306087673e-01,-4.490457773e-01,5.137464497e-03,-4.912820458e-01,2.255927920e-01,-4.331403673e-01,-6.031575426e-02,-1.393029243e-01,-5.444287658e-01,3.004540456e-03,-2.795135044e-02,-2.245327458e-02,-4.986161366e-03,-7.636008412e-02,-1.598286629e-01,8.624964976e-04,-6.592851877e-01,-6.731970906e-01,-9.622636251e-03,-2.034630859e-03,1.671569655e-03,-1.996045262e-01 +weights2 = -1.498219222e-01,1.237649843e-01,2.817215957e-02,5.304289460e-01,9.132271260e-02,-1.704082042e-01,1.727911532e-01,-1.478649825e-01,-1.191148162e-01,-1.057365611e-01,-8.217154443e-02,4.168080389e-01,-1.102039739e-01,4.377152324e-01,-1.561292857e-01,5.237743258e-01,-3.565076888e-01,4.776552320e-01,4.808481038e-01,-4.911516327e-03,-5.117943883e-01,-8.248902857e-02,5.620988086e-02,-1.173885465e-01,1.965728104e-01,8.053553104e-02,5.694104433e-01,6.327438951e-01,-1.883721948e-01,5.636455119e-02,-4.995508119e-03,1.930280328e-01 +biases2 = 6.341845728e-03 diff --git a/params/D00114.004.txt b/params/D00114.004.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a01efe139f35747ee17f79175f0955a694fce7 --- /dev/null +++ b/params/D00114.004.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -9.312121570e-02,-2.851814404e-02,6.164297927e-03,-1.422829926e-01,6.670454890e-02,-3.727112338e-02,-1.809137166e-01,-1.109644845e-01,4.314613063e-03,-3.406877071e-02,1.053457856e-01,-1.920771152e-01,2.864581347e-01,-3.242797102e-04,-3.122349381e-01,-4.750747979e-02,2.087325975e-02,4.671522230e-02,3.635106608e-02,4.169748724e-02,1.118793804e-02,4.008561000e-02,-1.399110723e-02,-3.168126345e-01,-9.976099432e-02,-3.689084649e-01,-2.353374511e-01,1.250763983e-01,-1.284462214e-01,9.389260958e-05,6.671759486e-02,3.558974480e-03,6.159792840e-02,3.535130620e-02,-3.174664825e-02,5.317524076e-02,-7.678978890e-02,1.501856558e-02,-2.613925338e-01,5.316304788e-02,-1.333201528e-01,-3.344229460e-01,-2.663959265e-01,-2.849357724e-01,-1.324614137e-01,-7.926110993e-05,4.523689300e-02,-1.540139765e-01,-9.442247450e-03,-6.790878624e-02,-4.380954430e-02,4.456210509e-02,-4.657276720e-02,-1.426394433e-01,2.912858129e-01,2.442426048e-02,5.454320088e-02,3.988734782e-01,2.167079300e-01,2.457391322e-01,-2.953702025e-02,2.345952635e-05,3.058033437e-02,4.725566600e-03,-9.935911000e-02,-6.656742841e-02,-5.721263215e-02,-1.447996199e-01,-8.286084980e-03,9.129483253e-02,3.825404495e-02,7.085810602e-02,-1.615175456e-01,-2.899832428e-01,-2.214771360e-01,1.195263192e-01,-9.004887938e-02,-1.311283413e-04,-3.266438544e-01,-6.783067435e-02,3.758114949e-02,-3.499550000e-02,1.904440299e-02,5.402171239e-02,-4.469852522e-02,-1.329088360e-01,-3.189363182e-01,-3.994056880e-01,-1.227513179e-01,-2.956341803e-01,-2.114572227e-01,-1.708600521e-01,6.384759396e-02,-3.840404388e-04,2.403251678e-01,7.810239494e-02,4.057408869e-02,-2.364974655e-02,6.175240874e-02,1.086343080e-01,5.923992395e-02,-1.369495988e-01,1.119627524e-02,-3.719478548e-01,-2.027613856e-02,-1.460971683e-01,6.925024837e-02,-1.214153990e-01,-9.798432887e-02,2.627448121e-04,9.663087875e-02,-2.761879265e-01,9.700895753e-04,1.106853262e-01,-5.783746392e-02,-2.277707122e-02,-5.104830861e-02,5.425360426e-02,1.055024415e-01,3.505955637e-01,1.298813373e-01,3.936305940e-01,1.836706549e-01,6.800580770e-02,1.207418442e-01,1.767682261e-05,-1.795009226e-01,7.408726960e-02,-8.758954704e-02,-2.024744451e-02,-2.369102277e-02,-1.699253172e-01,-2.090718001e-01,-1.919451058e-01,4.257680103e-02,-3.114989698e-01,5.118584726e-03,-2.575358003e-02,-6.036278233e-02,-8.326262236e-02,-4.976121336e-02,4.510649887e-05,3.281206191e-01,7.227858156e-02,4.665599391e-02,9.659105539e-02,2.219158038e-02,6.193137914e-02,1.935442537e-01,-1.200445462e-02,-2.278960943e-01,-3.316478729e-01,-2.472354770e-01,-1.723998785e-01,-2.263226211e-01,9.426059574e-02,-3.751219809e-02,4.859870533e-04,-1.543927342e-01,-2.057101876e-01,3.808591142e-02,-4.448569193e-02,5.799649807e-05,1.069874614e-01,-4.286409169e-02,-1.320335269e-01,-1.797895432e-01,-3.396636546e-01,-1.085135937e-01,-1.525362283e-01,-2.401400059e-01,-9.447365999e-02,4.146620631e-03,-3.299974196e-04,-1.844566017e-01,-8.715354651e-02,-1.780487597e-02,-4.869323969e-02,-3.119397536e-02,-2.931170166e-03,1.372807007e-02,2.099587172e-01,2.004193515e-01,6.315813661e-01,1.769119799e-01,1.220947970e-02,3.457835615e-01,-2.213379182e-02,7.934429497e-02,1.960213121e-04,-1.581643075e-01,2.764041536e-02,-1.159185097e-01,-4.297680408e-02,-5.788390059e-03,-1.978233755e-01,1.890978217e-01,3.679064289e-02,-1.421692222e-01,1.424486041e-01,-6.693034619e-02,-1.450958401e-01,-1.281084567e-01,1.696892083e-02,1.018933132e-01,-3.300741664e-04,-1.066572070e-01,-1.652582735e-01,7.310995460e-02,-5.387204885e-02,9.389036149e-02,1.249388233e-01,-1.263880581e-01,-1.578391045e-01,-1.865933090e-01,-2.867579162e-01,-2.151564509e-01,-4.108540416e-01,-1.158315167e-01,7.528271526e-02,-1.111310944e-01,-6.722441321e-05,4.896030203e-02,3.684885427e-02,3.224943951e-02,5.440678820e-02,4.633466247e-03,6.470377743e-02,-6.566926092e-02,-6.581978500e-02,-4.609872121e-03,1.348096132e-01,-8.514112234e-02,1.451329738e-01,-1.947046518e-01,-1.142871603e-01,-5.905343965e-02,-2.722452564e-06,-1.600562334e-01,-1.134542525e-01,-1.001752261e-02,2.709342912e-02,-1.264181137e-01,3.373563755e-03,-4.227567837e-02,6.136309728e-02,1.693581492e-01,-3.403846622e-01,1.932438910e-01,7.221439481e-02,2.581282854e-01,-8.398945630e-02,6.481558830e-02,-4.032443103e-04,4.826661944e-02,4.968488216e-02,-7.391324639e-02,4.323956091e-03,-3.466973454e-02,-1.813002229e-01,-1.021310315e-01,7.701790333e-02,-9.720125794e-02,5.582893640e-02,-9.333728999e-02,-3.678108752e-01,-1.517348643e-02,4.443612124e-04,-5.328666046e-02,4.761915261e-05,-8.622680604e-02,-7.055162638e-02,1.843761094e-02,4.562063143e-03,8.833157271e-02,1.354379505e-01,1.451022923e-01,-2.095600963e-01,-1.395263970e-01,-2.715117931e-01,-1.899436414e-01,-2.376667410e-01,-1.310088784e-01,-5.731998011e-02,1.687621698e-02,1.082485105e-04,9.893171955e-04,-6.354092062e-02,3.999996558e-02,-4.938469827e-02,3.965622559e-02,6.937154382e-02,-5.947327241e-02,-1.107106730e-02,-3.076170757e-02,-9.426657110e-02,-6.597791612e-02,-2.016396224e-01,1.259718090e-01,-1.071424223e-02,-1.396824513e-02,-5.887636216e-04,-1.068478227e-01,-2.024013400e-01,-5.214089528e-03,2.638506703e-02,-1.267976314e-01,-2.780554816e-02,-2.963477373e-02,1.805050857e-02,1.029349491e-01,-4.102488980e-02,1.754517704e-01,4.694495797e-01,-1.603213251e-01,-3.859271109e-02,4.619391263e-02,-3.226556291e-04,2.262237668e-02,1.458646208e-01,-7.346090674e-02,6.547014345e-04,1.629680768e-02,-7.888248563e-02,5.210636556e-02,-1.116027460e-01,1.572756283e-02,-5.221328735e-01,5.614947900e-02,-3.310737014e-01,-1.529751271e-01,-8.360963315e-02,-5.213070288e-02,8.273892308e-05,-5.517299101e-02,-3.688326478e-02,3.205854818e-02,1.711017266e-02,-1.897861436e-02,1.179518476e-01,-8.862537332e-03,-1.749278307e-01,-1.789155006e-01,-5.199817419e-01,-1.633899063e-01,-3.008960187e-01,-2.702676952e-01,-6.498894095e-02,-6.810094696e-03,1.018827315e-04,-9.975516796e-02,-1.616028398e-01,1.151719131e-02,-7.596724667e-03,7.069275528e-02,-4.513752088e-02,1.058701612e-02,-4.416570067e-02,-5.495867506e-02,2.778393328e-01,-2.818783224e-01,-1.777976602e-01,2.371107414e-02,-1.862579770e-02,-1.583177783e-02,5.955076995e-05,-1.611942053e-01,-2.184767127e-01,9.796401486e-03,-2.491346933e-02,-1.007943451e-01,1.757491613e-03,-9.900896996e-02,2.052490264e-01,5.561186001e-02,4.149153233e-01,2.152798027e-01,4.717705548e-01,2.192991078e-01,6.125823036e-02,7.143118232e-02,5.625976701e-05,1.463650465e-01,2.243427485e-01,-6.538318098e-02,6.434557959e-03,-6.201449316e-03,-5.097972229e-02,-6.440746039e-02,-1.115177348e-01,-1.597471163e-02,-3.106884658e-01,-1.826643050e-01,1.404337771e-02,-1.040394828e-01,2.988350391e-02,-1.400914043e-02,-7.882262435e-05,2.204335295e-02,-2.720046043e-02,5.213128403e-02,-2.517973445e-02,-5.264710262e-02,6.296076626e-02,8.992809057e-02,-1.170722693e-01,-5.773080140e-02,-3.357156515e-01,-2.183319181e-01,-3.851529956e-01,-1.530603319e-01,-9.829469025e-02,2.884667134e-03,2.101700666e-04,-1.820078641e-01,-1.515581459e-01,7.735082880e-03,3.220843617e-03,1.353641003e-01,-2.058874816e-02,2.831808291e-02,-1.208212152e-01,-1.271617860e-01,-4.020771980e-01,-1.185524687e-01,-1.342674494e-01,-2.110766619e-01,-2.677505650e-02,1.849918999e-02,9.593605500e-05,-1.055054441e-01,-1.109256819e-01,-1.488299016e-02,6.232135347e-04,-1.095885783e-01,3.299209988e-03,-9.885241836e-02,2.232270837e-01,3.610793874e-02,6.974977255e-01,3.457528949e-01,1.667875499e-01,2.885925174e-01,-1.095793676e-02,-1.126457844e-02,-1.005218946e-03,9.514119476e-02,9.763339907e-02,-5.685913190e-02,2.219066955e-02,-1.579515263e-02,2.265654877e-02,-2.571277507e-02,4.640860483e-02,-7.435343415e-02,-3.251173794e-01,-2.943795621e-01,-2.069451809e-01,-5.643571168e-02,1.362056844e-02,7.007168233e-02,-3.841826110e-04,-1.986840367e-02,-6.755056977e-02,4.129324481e-02,-2.798341215e-02,-5.139198527e-02,2.520232834e-02,7.344191521e-02,-2.143875211e-01,-2.246891707e-02,-3.196035624e-01,-1.183651388e-02,-8.617055416e-02,-1.785171032e-01,-1.079693884e-01,-9.500753880e-02,4.044939124e-04,-1.516511440e-01,-1.573615819e-01,1.085238066e-02,8.331920253e-04,1.536089629e-01,-5.293388292e-02,2.885680087e-02,-1.079294458e-01,-1.238252595e-01,-3.353291154e-01,1.191355735e-01,1.048648581e-01,-1.764355451e-01,-4.072592407e-02,-8.712409995e-03,-1.369662641e-04,-1.568673924e-02,-9.535904974e-02,-1.556219626e-02,-9.563595057e-03,-1.196161583e-01,1.115054125e-03,-1.215435490e-01,1.488302946e-01,5.630465224e-02,6.287190914e-01,1.238234900e-02,-1.494995207e-01,2.323537022e-01,2.933459356e-02,3.023936786e-02,2.496386878e-04,1.669801027e-02,1.284961253e-01,-5.491232499e-02,-8.897880092e-03,-7.247163448e-03,1.270914972e-01,-1.547815371e-02,-5.440825596e-02,2.130299807e-02,-6.530802697e-02,1.939009279e-01,-2.454002351e-01,-1.263978928e-01,-8.187273890e-02,3.069132939e-02,2.599406871e-04,-5.954667926e-02,-1.095268577e-01,3.405241296e-02,7.162424270e-03,-1.163820326e-01,-1.137429178e-01,1.173016205e-01,-7.158000022e-02,-4.382416606e-02,-2.111153007e-01,-2.296794504e-01,-3.509069085e-01,-2.225496434e-02,-2.852010168e-02,-3.382598050e-03,9.835590026e-05,-9.047383815e-02,-1.846573651e-01,8.928631432e-03,-1.070591435e-02,1.863917559e-01,-9.399408847e-02,4.348727316e-02,-1.053233743e-01,-5.653429404e-02,9.220001101e-02,1.479302049e-01,2.262046933e-01,1.555424780e-01,-6.265670061e-02,-3.312638402e-02,-4.232160281e-04,-1.626408286e-02,-1.040007845e-01,-9.139300324e-03,-1.706311014e-03,-9.756948054e-02,7.594968379e-02,-1.899424195e-01,1.063862070e-01,-8.470320702e-02,-1.666667610e-01,-2.848827839e-01,3.121572360e-02,-1.854258329e-01,6.765870750e-02,3.291721689e-03,-5.741660134e-04,-4.127815831e-03,2.060463279e-01,-6.441428512e-02,8.743874729e-03,-8.254595846e-02,2.608188987e-01,-4.909124598e-02,-1.038254872e-01,-1.314674690e-02,-1.536195576e-01,-3.488914073e-01,-2.885553241e-01,1.933441870e-02,2.735983022e-02,4.113828391e-02,4.738449061e-04,-1.829188764e-01,-3.462210298e-02,5.203536525e-02,-1.361557283e-02,8.419784158e-02,2.008012831e-01,1.081132740e-01,3.723475337e-02,-7.978818566e-02,-2.300490439e-02,-1.223856956e-01,-3.760910034e-01,1.382935699e-02,-1.925683618e-01,-1.713274047e-02,2.791839361e-04,-1.481742710e-01,-1.619183123e-01,-3.295459226e-02,-8.374742232e-03,2.057406157e-01,-2.308857143e-01,5.481230910e-04,7.100982219e-02,-6.480144709e-02,5.443245638e-03,6.461528689e-02,1.721919030e-01,-7.258629799e-02,-6.073096022e-02,-1.674516499e-02,1.335390116e-04,-7.405489683e-02,-1.366909295e-01,2.523602918e-02,-1.949072001e-03,-2.402412891e-01,-2.356258482e-01,-1.048816890e-01,-1.298724562e-01,-6.507856306e-03,-1.788127273e-01,2.324100584e-01,1.550790966e-01,-1.395948678e-01,1.198967025e-01,-1.139155310e-02,1.282958547e-04,2.356486022e-01,1.415117830e-01,-1.551344339e-02,2.137907967e-02,-1.726038307e-01,-2.462189496e-01,-9.694292396e-02,9.449499846e-02,-5.542814359e-02,-1.445618123e-01,-2.348669618e-01,-1.848998368e-01,7.092539221e-02,-6.068931893e-02,2.072130330e-02,1.611119078e-04,-1.385612190e-01,-1.401612721e-02,1.501720399e-02,-5.448738579e-03,2.825211883e-01,-3.440286731e-03,4.158552736e-02,-1.009617653e-02,-5.296646059e-02,-5.111571029e-02,-1.541268080e-01,-3.394981921e-01,-1.246548370e-01,-1.357183307e-01,-4.384773597e-02,1.318404538e-04,-2.543608248e-01,-1.106199250e-01,-4.274006933e-02,-1.756638475e-02,2.139924318e-01,9.896415472e-02,8.643447608e-02,-7.626117766e-02,-5.707338825e-02,-4.159478843e-02,-9.544561803e-02,2.464653552e-02,-2.495352738e-02,3.161001205e-02,-2.159877494e-02,1.199305625e-04,-1.090297922e-01,-1.347640157e-01,2.294299193e-02,-1.252840273e-02,-3.577749729e-01,1.464901268e-01,-7.638473064e-02,-1.338237226e-01,1.076823100e-03,-1.133846715e-01,3.099206388e-01,1.620899886e-01,-1.019337177e-01,5.941021442e-02,4.159675539e-02,8.501138655e-05,3.321321309e-01,6.743422896e-02,-4.211469367e-02,5.424632691e-03,-1.471958458e-01,5.597626045e-02,-1.958575994e-01,3.982802108e-02,-6.544557959e-02,-1.528827548e-01,-5.784668401e-02,-2.918260694e-01,-2.179638147e-01,-2.905620448e-02,-2.572681010e-02,-1.928602869e-04,-8.751090616e-02,-7.609600574e-02,1.143152919e-02,-4.394195974e-03,4.055371284e-01,-2.542181872e-02,-1.920309104e-02,-2.972243354e-02,-1.110998318e-01,-1.401960254e-01,-2.532216012e-01,-2.173957825e-01,7.779283822e-02,-9.512119927e-03,-6.051021814e-02,4.567151482e-04,-1.226011217e-01,-1.401851624e-01,1.085910262e-04,4.958662903e-04,-5.915842578e-02,-3.975308314e-02,1.445582658e-01,-6.133836508e-02,-1.579943486e-02,2.139426023e-02,-2.378528714e-01,2.092401497e-02,4.832793400e-02,-5.243887659e-03,-2.567186952e-02,-1.590619945e-06,-1.319772601e-01,7.058281451e-02,1.028267574e-02,-1.634478942e-02,-2.329395115e-01,4.566374701e-03,2.588447928e-02,-7.416269928e-02,2.802765742e-02,-7.868241519e-02,3.760902286e-01,1.501052678e-01,-8.728239685e-02,-6.136259064e-02,1.087869927e-01,-1.603745914e-04,1.725975126e-01,-4.628965631e-02,-6.743150204e-02,9.105447680e-03,7.731058449e-02,1.221672297e-01,-1.858672798e-01,3.301782301e-03,-1.214987710e-01,-1.420973539e-01,-7.417158782e-02,-2.827388048e-01,-3.481817991e-02,-2.589020878e-02,-5.036012456e-02,2.659243182e-04,-7.475325465e-02,-5.601592362e-02,-4.851463810e-02,-2.923397534e-02,-2.383614928e-01,-1.877082861e-03,3.778076917e-02,-5.084378645e-02,-1.377448589e-01,-1.008636877e-01,-1.135424748e-01,-1.193430871e-01,-1.282095462e-01,-1.102081388e-01,-8.319908381e-02,3.213020682e-04,-1.623620540e-01,-1.474035978e-01,4.160152003e-02,-7.205840200e-03,1.472551078e-01,3.947879747e-02,2.353439182e-01,1.100118384e-01,9.542147070e-02,-2.380876057e-02,2.143547125e-02,1.217263564e-01,1.924468875e-01,6.361576170e-02,-5.908175558e-02,-9.118688467e-05,-1.032331288e-01,2.827343047e-01,5.460170656e-02,1.389564667e-02,-1.994933560e-02,-1.634505242e-01,-1.328577250e-01,-1.879875213e-01,-9.806028102e-04,-8.358835429e-02,-6.897999439e-03,-5.809017643e-02,-2.100592405e-01,-3.420569003e-02,1.890661716e-01,5.469811731e-04,1.706402600e-01,-2.716468871e-01,2.189921439e-01,2.481466159e-02,-5.504660308e-02,4.289218411e-02,-3.054240346e-01,-1.432203203e-01,-2.816362977e-01,-5.367114395e-02,4.534744844e-02,-2.939488888e-01,-3.204675019e-01,-1.766467988e-01,1.548914425e-02,-1.781841856e-04,-2.180138081e-01,-1.617576629e-01,-8.511331677e-02,-1.863555401e-03,9.286720306e-03,-9.617454372e-03,2.046510130e-01,1.150709093e-01,-1.525103301e-01,-1.968806088e-01,-1.688546389e-01,-1.606489569e-01,-3.340181336e-02,-3.100591898e-02,-8.408578485e-02,9.313996270e-05,-7.072905451e-02,2.097989917e-01,-6.063468754e-02,-2.385817096e-02,1.484994739e-01,1.838324778e-02,2.298286259e-01,5.632834136e-02,1.366969794e-01,-1.820283011e-02,-8.379619569e-02,2.738477290e-01,1.542761326e-01,1.407188326e-01,-6.507392228e-02,-4.067292612e-04,1.540782154e-01,-1.597523317e-02,-9.182979167e-02,-1.323295571e-02,-1.361771226e-01,-5.669342354e-02,-1.743772924e-01,-1.530629098e-01,1.329650283e-01,-8.132277429e-02,3.425365686e-02,-1.577231288e-01,1.955416426e-02,-3.845509887e-02,1.310015023e-01,-8.999272250e-04,-3.437861055e-02,-2.245396823e-01,-1.007435173e-01,3.846547334e-03,-4.419642314e-02,3.175509721e-02,-3.283320665e-01,-1.142880395e-01,-3.440953493e-01,-2.632310688e-01,-2.639430948e-02,-2.884719372e-01,-2.209803611e-01,-2.580208182e-01,6.885480881e-02,3.133620339e-05,-1.580458283e-01,-1.516357809e-01,-2.874204516e-02,-3.643840901e-04,4.232057929e-02,-2.336709201e-02,3.584787250e-01,1.795574725e-01,7.483886182e-02,-4.912007973e-02,-1.080067679e-01,-1.674970686e-01,-1.303756982e-01,9.521523118e-02,-8.017861098e-02,-4.463996447e-04,-2.629834414e-02,2.893378437e-01,4.464384168e-02,-9.162338451e-03,5.886892602e-02,3.643950075e-02,2.635101080e-01,-2.432976477e-02,3.270896673e-01,7.357591391e-02,-5.375093222e-02,1.714763641e-01,9.122069925e-02,2.376367152e-01,-7.985524088e-02,-3.831385111e-04,7.139795460e-03,1.196829528e-01,6.367133558e-02,-8.766983636e-03,-9.014933556e-02,-4.903060570e-02,-3.385248780e-01,-1.658771336e-01,-2.222439498e-01,-1.104861721e-01,1.414156239e-02,-5.434468016e-02,7.955311984e-02,-1.796616912e-01,8.786746114e-02,-7.192327757e-05,7.422275376e-03,-4.492446184e-01,3.221876174e-02,1.008290332e-02,-3.870955482e-02,6.835916638e-02,-2.867547274e-01,-1.026634201e-01,-3.983047009e-01,-1.152474955e-01,-4.722165316e-02,-4.377330542e-01,-2.855063379e-01,-3.313187957e-01,4.660086334e-02,-5.710526602e-04,-1.437993795e-01,-2.669094503e-01,-3.571084514e-02,1.375706051e-03,3.911435604e-02,-2.187317051e-02,2.194241136e-01,2.212212086e-01,4.448670447e-01,-1.821120828e-01,4.228667822e-03,4.199820012e-02,-6.217819173e-03,1.135076657e-01,-4.730067775e-02,-3.168067196e-04,-2.884533256e-02,3.152382076e-01,-1.461080648e-02,-1.692855172e-02,5.140141025e-02,-1.512606069e-02,1.184505448e-01,-1.371064782e-01,1.348450631e-01,3.506074101e-02,-2.240167931e-02,2.060569227e-01,1.009475216e-01,2.561486363e-01,-5.185592547e-02,-1.316315611e-04,-5.646208301e-02,-3.773901239e-02,-2.567086136e-03,-1.026049163e-02,-8.475300670e-02,-3.549904004e-02,-9.533844143e-02,-1.073612645e-01,-3.445882499e-01,-8.802913874e-02,-1.082160771e-01,-1.491821259e-01,1.097397693e-02,-1.450151205e-01,4.953454062e-02,6.986726657e-05,6.004979461e-02,-2.021844238e-01 +thresholds = -8.054357767e-02,-5.836912245e-02,-1.338993460e-01,-1.721156761e-02,-1.800483316e-01,-5.022841692e-01,-6.573140025e-01,-1.401602030e+00,-6.956086755e-01,-1.354287505e+00,-7.196524143e-01,-4.239833057e-01,-1.400452293e-02,-1.137061161e-03,-6.784022450e-01,-7.686539292e-01 +weights1 = -2.918837965e-01,6.387162954e-03,-1.528620273e-01,1.347623416e-03,3.486584127e-01,-1.279425025e-01,-3.643124700e-01,1.876760721e-01,3.242744207e-01,-1.239296868e-01,4.071231782e-01,3.749115393e-02,4.743172526e-01,8.102430403e-02,8.391183615e-01,1.504667848e-01,4.502859414e-01,3.099375218e-02,8.422386050e-01,2.083006501e-01,5.871691704e-01,7.935577631e-02,4.026892185e-01,3.421832994e-02,3.600975275e-01,-1.041360572e-01,-4.287552358e-08,-4.048441582e-09,4.577988684e-01,3.087849170e-02,5.223812461e-01,6.327088177e-02 +biases1 = -4.995847046e-01 +weights2 = +biases2 = diff --git a/params/D00114.005.txt b/params/D00114.005.txt new file mode 100644 index 0000000000000000000000000000000000000000..38e2dfbecf8be10c7ddcf4b128055259943f78e8 --- /dev/null +++ b/params/D00114.005.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 3.633870184e-02,-3.267463762e-04,3.769992888e-01,-1.805456281e-01,6.844718754e-02,-1.508626491e-01,2.522948012e-02,1.078191027e-01,-2.189570516e-01,-2.779005766e-01,-2.982412875e-01,-1.865169108e-01,2.577486075e-02,1.037783027e-01,4.548508227e-01,-1.325532421e-02,2.085033208e-01,-3.147123425e-05,-1.598856449e-01,-5.856636539e-02,-4.714567959e-02,-1.987237483e-02,-1.668633334e-02,-2.097803354e-01,-1.779496968e-01,2.131745964e-01,7.856721990e-03,2.014094293e-01,-1.582766175e-01,7.829117775e-02,-4.792733788e-01,-2.015603632e-01,-7.514484692e-03,-3.571502166e-04,-2.282820642e-01,4.868304729e-02,-1.905104667e-01,2.361869626e-02,-1.752535552e-01,-1.972491145e-01,-4.659527168e-02,-3.418346122e-02,-2.253485620e-01,-4.722584784e-01,3.033964336e-01,-3.587442683e-03,-1.483452320e-01,-3.923673928e-01,-2.742906511e-01,-5.313774454e-04,-8.143907413e-03,-1.701850072e-02,-1.327138394e-01,-3.316010907e-02,1.255733371e-01,7.204111665e-02,2.215745449e-01,-5.515438318e-02,1.613689214e-01,1.970097274e-01,-2.203448862e-01,-2.299816757e-01,-1.246611550e-01,3.746648133e-01,1.409845948e-01,-4.306553164e-04,5.240295827e-02,-1.992517263e-01,2.270986512e-02,-7.895740867e-02,3.834465146e-01,-1.452560723e-02,-4.942231346e-03,-3.358201981e-01,-1.260769367e-01,1.817842275e-01,-2.019048035e-01,1.958055943e-01,7.192542553e-01,-5.356369168e-02,6.566786021e-02,-6.676023622e-05,-7.435061038e-02,-1.319597811e-01,6.010647397e-03,-2.512484789e-01,-4.227067158e-02,-3.569572866e-01,7.753419224e-03,2.805092931e-01,-7.771998644e-02,-1.928051710e-01,1.996146888e-01,1.568114199e-02,-3.852186799e-01,-1.507313401e-01,-1.269821525e-01,-2.765982063e-04,2.214893997e-01,1.783888489e-01,-3.157617152e-01,-2.570638247e-02,-2.778774798e-01,-2.160747349e-01,-2.315960377e-01,-9.846648574e-02,-1.514907926e-01,-2.653270662e-01,1.240851209e-01,1.063658204e-02,-4.576244950e-01,-2.289682925e-01,-1.166241392e-01,-4.994357587e-04,-2.188515067e-01,-5.461489037e-02,-1.490908209e-02,1.756287515e-01,-1.044183001e-01,3.603989780e-01,6.846932229e-03,-2.877376683e-04,9.318765951e-04,1.599803939e-02,-1.712705493e-01,-2.736129463e-01,-1.738517731e-01,2.007597238e-01,2.559154034e-01,-7.025527884e-05,4.082553089e-01,-1.638517678e-01,2.593660168e-02,-1.820576787e-01,6.598439217e-01,-2.167925537e-01,1.761611700e-01,-6.446433067e-02,5.159554258e-02,-2.652642727e-01,-2.253241986e-01,3.439640999e-01,9.798090458e-01,2.501146495e-01,-7.174864411e-02,-4.359972445e-05,1.204494480e-02,8.174861968e-02,-7.748410851e-02,-6.509790570e-02,-2.981022298e-01,-3.357839882e-01,-1.441518068e-01,2.475773394e-01,-1.115639228e-02,3.633372188e-01,3.319178224e-01,4.453708604e-02,-3.483522236e-01,-2.360273302e-01,-5.168468133e-02,-4.769442021e-04,-3.135601580e-01,1.139554307e-01,-2.138551772e-01,-2.957881391e-01,-3.963160813e-01,-2.234700918e-01,-1.940598339e-01,-1.646389961e-01,-4.511165619e-01,-4.913389683e-01,1.159912646e-01,-1.443524361e-01,-5.943666101e-01,-1.768226773e-01,-1.694598198e-01,-6.753928028e-04,-1.260339171e-01,-2.393213958e-01,-3.652541339e-02,3.626583517e-01,-6.548459176e-03,5.488539338e-01,-5.989238620e-02,-1.725465655e-01,5.631595477e-02,1.329058856e-01,-2.720493376e-01,-2.956680655e-01,-3.345440030e-01,-6.977602839e-02,6.811206043e-02,-9.543362103e-05,1.379033029e-01,-3.213680387e-01,-2.437533624e-02,6.352067739e-02,-2.080465853e-01,6.231983658e-03,-2.426125668e-02,-2.889924347e-01,-1.401796192e-01,4.153382778e-02,-2.369728088e-01,1.879916191e-01,3.322337866e-01,-9.456641227e-02,-3.175316378e-02,-1.139622473e-04,2.005251199e-01,2.759585716e-02,3.347651288e-02,-1.777993888e-01,9.485606849e-02,-3.963877261e-01,-5.495794490e-02,2.795020342e-01,1.585096866e-02,-2.967680991e-01,5.777565241e-01,3.083841130e-02,-4.962619543e-01,-1.351832747e-01,3.200859949e-02,-2.916745434e-04,-3.112028837e-01,1.336585134e-01,-3.246771395e-01,-2.276093066e-01,-9.271299839e-02,-4.322461188e-01,-9.240017831e-02,-2.115725130e-01,-2.021483928e-01,-1.454786807e-01,-1.759912670e-01,-1.687772423e-01,-4.182745814e-01,-9.157589823e-02,-1.053375900e-01,-7.537393249e-04,-4.654375091e-02,-4.733775929e-02,1.365055982e-02,1.616086066e-01,1.647676826e-01,5.952302217e-01,-5.031238869e-02,6.699898839e-02,-2.788196877e-02,1.403538734e-01,-2.142597288e-01,-1.015326828e-01,2.848469615e-01,8.882199973e-02,3.980163336e-01,-2.420476230e-04,-5.125888623e-03,-3.331583440e-01,1.149395704e-01,-7.231955230e-02,3.593474254e-02,-6.512250006e-02,8.412399888e-02,-1.491816789e-01,2.454596572e-02,5.193602294e-02,3.166287839e-01,1.345520280e-02,1.814599782e-01,-1.095711216e-01,-1.461579800e-01,-7.917406037e-05,6.639265269e-02,1.554099619e-01,-3.811221421e-01,-6.937444210e-02,-7.631786168e-02,-3.602041900e-01,-7.289536297e-02,2.884643972e-01,5.061593838e-03,-2.275019139e-01,-1.950247884e-01,-2.727041245e-01,-6.187204719e-01,-5.284632742e-02,4.838401452e-02,-2.783130039e-04,-1.881666929e-01,6.839893758e-02,-2.119739503e-01,-5.878035445e-04,-2.745430470e-01,-4.953431785e-01,-1.391686350e-01,-8.022344112e-02,-1.410081238e-01,-3.132058084e-01,-8.750342578e-02,5.534201628e-04,-2.858180404e-01,-1.402526442e-02,-3.371891975e-01,-6.602260983e-04,1.076054424e-01,-9.809959680e-02,1.762211472e-01,-3.798313066e-02,2.737956941e-01,6.935014129e-01,-9.399278462e-02,-2.131346911e-01,-2.429555804e-01,2.284047306e-01,-8.356498927e-02,2.071871758e-01,4.256529212e-01,-5.606195703e-02,3.525500298e-01,-2.751321008e-04,1.527604014e-01,-4.371536076e-01,-2.429271489e-01,-6.813441962e-02,2.697285116e-01,-2.922457457e-01,-1.339491829e-02,-1.022387519e-01,1.351337284e-01,-1.967290193e-01,8.394017816e-02,-8.996754140e-02,7.693012804e-02,1.164904460e-01,-1.280639619e-01,-2.181810269e-04,6.054275110e-02,3.709044456e-01,-1.516141891e-01,-1.775603145e-01,-9.351862222e-02,-3.089852333e-01,1.261495501e-01,2.150129378e-01,-2.915135622e-01,-3.363085389e-01,-9.834463149e-02,-9.544818103e-02,-2.440278232e-01,-1.992753446e-01,9.185441583e-02,-1.052952139e-04,-2.542492934e-03,1.262474358e-01,-2.696022391e-01,-1.443687975e-01,-3.981964290e-02,-2.608315349e-01,-9.598053992e-02,-1.149441674e-01,3.762371605e-03,-1.490977407e-01,2.109523676e-02,4.206839502e-01,1.848921031e-01,-1.702108383e-01,-3.533004224e-01,-6.600284250e-04,-2.300664335e-01,-2.674367726e-01,3.622240722e-01,2.097713798e-01,-1.775166690e-01,6.348764896e-01,-2.386972457e-01,-1.518953145e-01,-2.017353028e-01,4.217719436e-01,-5.614465103e-02,-2.867551744e-01,-3.152368367e-01,2.050403319e-02,2.397989668e-02,-3.356167872e-04,1.324109286e-01,-5.177860856e-01,-3.716619685e-02,-1.931513995e-01,1.455701590e-01,1.188376397e-01,1.225233302e-01,-1.003404260e-01,-1.869806647e-01,-6.212062389e-02,-5.215379968e-02,1.932623088e-01,2.279744446e-01,-7.930502295e-02,-1.585647911e-01,1.677702967e-04,1.413296014e-01,2.726010680e-01,-3.966371715e-01,-1.129623875e-01,-2.117694467e-01,-4.231372178e-01,-2.084462941e-01,4.125469625e-01,-9.456913173e-02,-2.263739854e-01,1.108323932e-01,-1.857400090e-01,-3.982788920e-01,2.554165199e-02,2.127834409e-01,-1.935629261e-04,2.956561744e-02,-2.834176878e-03,-4.324437380e-01,-1.866336465e-01,-5.987014994e-02,-4.838961363e-01,-1.094769910e-01,-1.681637913e-01,-2.091506422e-01,-3.326936066e-01,-1.410721894e-02,1.733575016e-01,-1.459497511e-01,-1.941169947e-01,-1.151674092e-01,-8.778240881e-04,-3.225945532e-01,4.057573900e-02,5.642873645e-01,3.124775290e-01,8.494275808e-02,5.610357523e-01,-2.652624808e-02,-2.981282473e-01,1.363375485e-01,3.608185947e-01,-9.401139617e-02,-2.323935777e-01,1.880174316e-02,1.538029779e-02,-2.376050130e-02,2.298611253e-05,1.494694799e-01,-4.426058233e-01,6.942242384e-02,2.622998953e-01,1.980687827e-01,9.940931201e-02,3.469215333e-02,-1.257987916e-01,3.117370233e-02,-8.534003049e-02,-4.288513958e-02,3.464739397e-02,4.594823420e-01,3.024509549e-01,-1.089311838e-01,-4.811173130e-04,1.409702748e-01,4.012646675e-01,-4.407115877e-01,-2.636483014e-01,-7.080370933e-02,-3.453013599e-01,-4.526079167e-03,1.617620140e-01,-2.354027629e-01,-1.949986070e-01,-8.548740880e-04,-8.601538837e-02,-3.161008358e-01,-2.449769974e-01,1.201419160e-01,6.637882325e-05,-1.122887060e-01,2.461525379e-03,-4.357414544e-01,-1.144511625e-01,-7.869539410e-02,-5.059631467e-01,-1.394541115e-01,-2.323635221e-01,-5.506944060e-01,-4.634322524e-01,4.372563213e-02,1.874071509e-01,-1.139955223e-01,-1.701575122e-03,-2.442111261e-02,-8.746300591e-04,-1.974590272e-01,-1.685665995e-01,5.050847530e-01,-6.449037045e-02,-8.969745040e-02,5.246843100e-01,-1.126058847e-01,4.233149812e-02,4.005875587e-01,4.834220409e-01,-4.941823706e-02,-1.875434816e-01,-3.268130124e-01,-2.882775366e-01,2.779930085e-02,-4.924993846e-04,4.608429596e-02,-4.384648800e-01,-2.417327650e-02,-2.399608046e-01,2.884485424e-01,-3.297176063e-01,1.191164926e-01,-8.980379999e-02,-3.899198472e-01,-1.758087277e-01,-3.301668912e-02,1.022226289e-01,1.663970388e-02,-2.259363793e-02,1.240499988e-01,2.713609683e-05,3.586341813e-02,3.720552623e-01,-3.144060969e-01,-2.067415565e-01,-6.166210771e-02,1.114531234e-01,-1.774086505e-01,1.923449934e-01,-2.434587628e-01,-7.227323949e-02,6.217733026e-02,-7.157028466e-02,-1.520111859e-01,1.541319489e-01,-2.696626820e-03,-4.127151042e-04,-3.544219211e-02,-6.697833538e-02,-4.602078497e-01,4.195848107e-02,-1.204902306e-01,9.643711895e-02,-2.256712019e-01,-2.291490734e-01,-5.136765838e-01,-4.491954669e-02,-2.572652884e-03,9.472066909e-02,-4.686396569e-03,-1.825273335e-01,-1.861088723e-01,-3.935401037e-04,-6.583400816e-02,-7.405106723e-02,4.968567789e-01,2.244634479e-01,-1.474161297e-01,-1.053501964e-01,6.204877421e-02,-2.745249495e-02,7.927045822e-01,3.264174610e-02,-7.605019212e-02,-1.768627316e-01,-1.574046612e-01,-1.815041900e-01,-1.106400415e-01,-3.620168354e-05,8.987101167e-02,-4.819094241e-01,-3.112570569e-02,-1.904693544e-01,1.393617988e-01,1.837924272e-01,2.478995919e-01,1.578943431e-02,2.063424736e-01,-2.508792877e-01,-4.265732318e-02,-5.888779834e-02,1.895231009e-01,1.102505326e-01,1.450425982e-01,-4.028988769e-04,7.363566756e-02,2.946082056e-01,-3.442638218e-01,-3.207513988e-01,-9.066502750e-02,-3.260882199e-02,-2.144355178e-01,3.380037248e-01,-1.962014437e-01,3.584778905e-01,1.964115947e-01,3.151459619e-02,-2.820099592e-01,-6.976546347e-02,2.166146412e-02,-4.497341870e-04,-1.350440551e-02,-4.439761862e-02,-1.987977624e-01,-2.084382176e-01,2.883398160e-02,-5.593873262e-01,-1.932052225e-01,-1.063573509e-01,-3.146114349e-01,-2.200846076e-01,2.782916091e-02,5.796689540e-02,-1.111935526e-01,-1.633587629e-01,-9.303259850e-02,-3.603016958e-04,-1.693179607e-01,2.424337156e-02,2.722527087e-01,5.393810272e-01,-1.186382920e-01,1.810465157e-01,-6.218583137e-02,-4.015015364e-01,-4.989849776e-02,-1.478772759e-01,-2.310332209e-01,-8.211396635e-02,-9.375916421e-02,-1.096346676e-01,3.373328969e-02,7.122220995e-05,6.549274921e-02,-5.936177447e-02,-5.042169690e-01,-2.266807258e-01,1.242786497e-01,-2.639373243e-01,1.511948705e-01,3.442972898e-03,1.243286803e-01,-2.451243848e-01,-6.748873740e-02,3.669621050e-02,1.285013929e-02,-9.265147150e-02,2.138976902e-01,-3.930966486e-04,1.243239385e-03,3.074650168e-01,2.456275374e-01,-1.758850962e-01,-3.764605895e-02,-2.438492328e-01,-4.797130451e-02,1.407080889e-01,-1.415438205e-01,-1.066491604e-01,1.862787455e-01,7.075493038e-02,-2.845402658e-01,-2.897731364e-01,-9.550452977e-02,-2.620758314e-04,-3.237055242e-02,-7.835304737e-02,5.070670843e-01,-4.663586617e-01,9.433880448e-03,1.422653790e-03,1.797232777e-02,-4.398257136e-01,-6.945787370e-02,3.886153698e-01,2.688016184e-02,-1.259159744e-01,-9.978044778e-03,1.768208444e-01,-1.890809536e-01,-6.728387671e-04,-5.366834998e-02,-3.772025108e-01,-5.503951311e-01,6.886507273e-01,-1.372052133e-01,2.791818678e-01,-3.431174159e-01,1.415939331e-01,-2.676688135e-01,-2.971933782e-01,-1.951334178e-01,-3.304116055e-02,-1.576923206e-02,-2.689109556e-02,-6.769476831e-02,2.079830156e-04,8.864729106e-02,-4.675956443e-02,-7.923643589e-01,1.020595282e-01,2.143700570e-01,-1.065173000e-01,-5.003355742e-01,2.857088745e-01,-6.628857851e-01,-1.475087404e-01,-9.784101695e-02,4.659242555e-02,1.896203309e-01,-7.879153639e-02,9.881917387e-02,-5.877291551e-04,-4.652621225e-02,7.615786791e-02,-2.557569742e-01,-3.174419105e-01,-1.508832127e-01,-2.911345959e-01,1.133730039e-01,1.711860672e-02,-7.615721226e-01,2.441602200e-01,2.488352507e-01,6.091438979e-02,-2.782863677e-01,9.919525683e-02,-2.079250216e-01,-6.838844856e-04,-5.212812871e-02,-2.354582250e-01,3.288472295e-01,-3.218581080e-01,-6.533790380e-02,-1.279251128e-01,6.433364153e-01,-4.539952278e-01,4.283039868e-01,4.083519876e-01,1.007211162e-03,-7.729904354e-02,-1.483296417e-02,4.755431041e-02,1.398425400e-01,-1.924145472e-04,-9.301683865e-03,-1.390671474e-03,4.173415899e-01,3.569601178e-01,-3.928130865e-02,2.983998358e-01,-4.783127606e-01,-2.889403375e-03,6.418084502e-01,-7.653554678e-01,-2.014442980e-01,-8.172738552e-02,-1.939533353e-01,-3.004740179e-01,-1.028641909e-01,-1.496538316e-04,-3.197208513e-03,3.243352845e-02,-3.429021835e-01,-6.452935934e-02,1.002863422e-01,-4.502888396e-02,-5.227044821e-01,-4.488015175e-02,-5.302373767e-01,-4.664694965e-01,-1.230010614e-01,-5.119150877e-02,7.090197504e-02,2.259197384e-01,3.105281889e-01,-4.150787427e-04,8.750835806e-02,3.089397550e-01,-1.224098075e-02,-2.790209055e-01,-1.239224523e-01,-3.926767707e-01,-4.493728280e-01,4.413145185e-01,-6.310391426e-02,4.333483279e-01,2.918919921e-02,9.515155852e-02,-1.180498451e-01,4.212828353e-02,-3.337757662e-02,-4.815018474e-05,1.613589376e-02,-2.684744298e-01,-5.477134585e-01,-8.935182542e-02,3.039401211e-02,-2.098531574e-01,1.691061109e-01,-3.589500487e-01,-6.784536242e-01,3.977578580e-01,1.088996604e-01,6.260306388e-02,-5.867277458e-02,-3.015263975e-01,-2.112255692e-01,-6.716056960e-04,-1.197749600e-01,-2.803470194e-01,6.009352207e-01,2.526306808e-01,-4.788402840e-02,4.203728437e-01,5.810304880e-01,-1.915475428e-01,9.174240828e-01,-6.249865294e-01,-6.456544995e-02,-1.580561846e-01,-1.916204840e-01,-1.990294605e-01,-2.313014716e-01,2.859503147e-04,1.816796064e-01,7.122891396e-02,2.202253640e-01,-1.537864935e-02,1.450214237e-01,-5.808765441e-02,-2.846619487e-01,9.631549567e-02,-4.278738797e-01,-3.116621971e-01,-6.903705746e-02,2.947835438e-02,1.504773796e-01,-4.667161405e-01,6.106930971e-02,4.333143879e-04,-1.087893918e-02,-3.305844665e-01,-3.805800676e-01,9.504544735e-02,-1.570322961e-01,-2.646342218e-01,-1.883918792e-01,3.011285663e-01,-4.204761982e-01,4.907777011e-01,1.386636496e-01,2.042487450e-02,-3.191537261e-01,-3.707495928e-01,4.153037444e-02,3.593630681e-04,-5.369953066e-02,-4.181302786e-01,-4.844926894e-01,-1.874600500e-01,5.168393627e-02,-1.926646680e-01,-4.844103456e-01,-2.845730186e-01,-4.221074879e-01,2.263097018e-01,2.826415747e-02,-5.342409760e-02,4.750314355e-02,4.797733128e-01,9.176047146e-02,-2.354446333e-03,-1.364158690e-01,4.700418413e-01,3.429201543e-01,-7.248612493e-02,-8.078613877e-02,2.882134020e-01,7.355480194e-01,-2.669169307e-01,9.161188006e-01,-6.658018231e-01,-1.473514736e-01,-4.799060896e-02,-1.762639135e-01,1.252037138e-01,-1.135601997e-01,5.480015534e-04,7.021760195e-02,7.871350646e-02,7.870046794e-02,3.449484110e-01,1.094665602e-01,6.791922450e-02,5.228643417e-01,-1.883272454e-02,-2.386263013e-01,-3.536741734e-01,-8.364854008e-02,-2.217753977e-02,-5.431297421e-02,-3.066932559e-01,1.596941799e-01,1.955584594e-04,5.851021037e-02,7.028537393e-01,-1.683689505e-01,-2.054246701e-02,-7.070423663e-02,-3.849885166e-01,-4.050393105e-01,-5.674377084e-02,1.018376499e-01,3.779406846e-01,4.002475739e-02,9.763528407e-02,-1.919095218e-01,-2.793283165e-01,6.906028092e-02,3.170656564e-04,1.467917953e-02,-1.385443211e-01,-5.153138191e-02,6.022369489e-02,1.086654328e-02,-2.404581308e-01,-3.757527471e-01,-2.787144184e-01,4.930440336e-02,-6.085238606e-02,7.276752591e-02,-1.541411038e-03,-1.090474352e-01,-3.384716213e-01,-1.521781385e-01,-2.334743273e-03,-1.627273113e-01,-8.504891396e-01,-1.607350856e-01,-5.649175048e-01,-9.076341242e-02,3.303606808e-01,3.600298241e-02,2.002204806e-01,-2.668625712e-01,-2.237851024e-01,-7.859733701e-02,-1.254272461e-01,5.783256143e-02,6.919782758e-01,-1.130327284e-01,1.681818976e-04,4.170484096e-02,-5.117325783e-01,1.173387617e-01,7.374133915e-02,1.964599341e-01,-2.016488910e-01,-4.919657856e-02,1.849297434e-01,-5.393883213e-02,8.550255001e-02,-1.308176816e-01,1.016115118e-02,8.435560018e-02,-3.205216527e-01,1.272526085e-01,3.176465689e-04,5.594932288e-02,3.718920052e-01,-1.993976384e-01,-2.306475490e-01,-1.042711884e-01,-2.186100036e-01,-3.520787060e-01,3.160870075e-01,-3.914662004e-01,-1.902141124e-01,8.371772245e-03,8.387412131e-02,-1.477853805e-01,-3.516535759e-01,8.235407621e-02,6.249801372e-04,-2.057926729e-02,-4.721854627e-02,7.982780784e-02,-3.097051987e-03,3.061237559e-02,-5.389963835e-02,-2.899866737e-02,-1.179536134e-01,2.907577455e-01,-5.012696609e-02,6.483118236e-02,6.759747863e-02,-6.211484596e-02,-3.598579764e-01,-1.335126609e-01,-2.356435638e-03,-9.639908373e-02,-2.038976550e-02,-2.997106910e-01,-2.027396671e-02,-1.639529616e-01,2.470059246e-01,2.083313465e-01,-5.371073484e-01,-1.997008026e-01,-1.055230200e-01,8.138454519e-03,-2.131428123e-01,-1.718938947e-01,7.995457053e-01 +thresholds = -1.478217840e-01,-5.049279425e-03,-7.723883539e-02,-8.297914863e-01,-1.207722425e+00,-7.211434245e-01,-1.645081639e-01,-9.086778760e-01,-8.877127767e-01,-6.162845492e-01,-1.417402267e+00,-1.041417122e+00,-1.978369057e-01,-2.060420662e-01,-1.189775348e+00,-9.299929142e-01 +weights1 = -1.303310134e-02,2.311523631e-02,3.845546627e-03,2.004087158e-02,4.258630052e-02,-4.497470707e-02,-1.078580618e-01,2.202204987e-02,3.804481775e-02,1.829795912e-02,-1.594000906e-01,-1.051645204e-01,-1.875279993e-01,-2.904604934e-02,4.832255468e-02,2.314537764e-02,3.154271469e-02,1.460072398e-02,-1.474705935e-01,-1.042189673e-01,9.782099165e-03,-1.703457087e-01,-1.032521017e-02,-3.705360368e-02,-1.174912080e-01,-1.293338090e-01,-7.568287849e-02,-1.128901169e-01,-2.803275734e-02,6.015089806e-03,-1.053283513e-01,-1.524183154e-01,-5.790188909e-03,6.971955299e-02,8.575382829e-02,2.008853666e-02,1.288396493e-02,3.308482096e-02,-6.470969319e-02,2.332223207e-02,4.906265065e-02,3.768384922e-03,-5.064899847e-02,-8.828135580e-02,-6.516186893e-02,-6.514091045e-02,-4.845559597e-03,4.032179713e-02,8.689958602e-02,4.009905830e-02,-4.242576286e-02,-8.361560851e-02,4.980702326e-02,-5.676846579e-02,-3.627640754e-02,-8.841890842e-02,-7.132640481e-02,-6.486923248e-02,-7.340297103e-02,-6.482889503e-02,3.809558600e-02,6.240948662e-02,-7.613424212e-02,-9.450470656e-02,-4.620799422e-02,1.780651277e-03,-7.512589451e-03,-2.423979528e-02,-1.046004146e-02,1.589301974e-02,-2.043116651e-02,4.354908131e-03,-1.593193412e-02,-2.090382576e-02,-1.656937227e-02,-2.588430978e-02,5.348071922e-03,9.479383007e-03,-1.709476300e-02,-1.729078218e-02,-1.412524190e-02,1.704703085e-03,-1.288748719e-02,7.440243848e-03,1.130007207e-02,1.019354817e-02,-1.134240814e-02,6.178129464e-03,-1.001086459e-02,-2.927574515e-02,-2.402328188e-03,-5.561616737e-03,-1.616541110e-02,1.752446219e-02,3.710138053e-02,1.597421803e-02,-1.373344194e-02,-1.311166491e-02,-2.136447700e-03,-1.866440987e-03,1.989916153e-02,5.249650218e-03,1.529338490e-02,5.111745559e-04,1.539001707e-02,-3.380461596e-03,-1.119896676e-02,-3.314226121e-02,-2.036891691e-02,7.953596301e-03,-1.564101502e-02,1.145675313e-02,2.150943317e-02,9.709589183e-03,-2.722146921e-03,-9.648661129e-03,-2.241034433e-02,-1.552600041e-02,1.954185776e-03,1.292230096e-02,5.257923622e-03,-1.767707872e-03,9.703311371e-04,1.495644683e-04,1.413131505e-02,-2.074855007e-02,6.211087108e-03,-1.961130090e-02,-5.887125619e-03,3.139550611e-02,3.217815608e-02,3.972550854e-02,2.158096805e-02,3.463712335e-02,-7.780299336e-02,2.440020815e-02,3.262665123e-02,2.880461700e-02,-1.611735970e-01,-1.376806945e-01,-1.940879077e-01,-8.721908927e-02,4.941669479e-02,3.214719519e-02,2.987250872e-02,2.758521028e-02,-1.236099973e-01,-1.301276088e-01,5.210995302e-02,-1.997443885e-01,-1.112303417e-02,-1.033957228e-01,-1.049250141e-01,-3.006512672e-02,-8.432137221e-02,-1.371299475e-01,4.841046408e-02,2.858118387e-03,-4.785731062e-02,-1.233436614e-01,1.501467451e-02,1.040220354e-02,4.275489226e-02,2.931678295e-02,-2.424427867e-02,-1.504761260e-02,-3.313628957e-02,2.425404079e-02,2.035419084e-02,2.261365205e-02,-2.032035030e-02,-4.233720526e-02,-6.918351352e-02,-2.981019393e-02,1.798485592e-02,-5.738321226e-03,2.835975215e-02,1.303675119e-02,-3.702169284e-02,-1.187502965e-02,1.048543025e-02,-7.984455675e-02,-1.798301586e-03,-4.320166633e-02,-4.275197163e-02,-2.454272099e-02,-3.583265841e-02,-8.076315373e-02,2.347382251e-03,3.644206747e-02,-8.778289706e-02,-2.283768356e-02,-2.192591503e-02,3.643381223e-02,-2.052366547e-02,1.724660397e-02,2.778912336e-02,-6.779514998e-02,-1.679223180e-01,3.122445568e-02,4.069508985e-02,2.255941741e-02,-2.393510640e-01,-1.645373851e-01,-2.514690459e-01,-9.872487187e-02,1.848972403e-02,5.522981659e-02,5.142036825e-02,-3.034088947e-02,-1.690523475e-01,-2.875656486e-01,3.304847702e-02,-2.369602025e-01,-1.240243111e-02,-1.849511713e-01,-2.515429854e-01,-2.084080577e-01,-1.105448529e-01,-1.555062979e-01,-6.283634808e-03,-4.188972991e-03,-1.815296859e-01,-2.489923388e-01,-1.316590235e-02,4.641414806e-02,1.139120236e-01,7.869733870e-02,1.935504191e-02,1.130647436e-01,-8.064107597e-02,7.170050405e-03,1.097510234e-01,1.700119488e-02,-6.073229760e-02,-1.013852283e-01,-7.547845691e-02,-4.429921880e-02,-1.425731368e-02,3.589710221e-02,8.904131502e-02,1.340125650e-01,-9.047808498e-02,-9.830717742e-02,9.355274588e-02,-6.850341707e-02,-3.132539568e-03,-8.756564558e-02,-5.274986848e-02,-7.522438467e-02,-7.143083960e-02,-6.149941683e-02,1.238299683e-01,9.977456927e-02,-1.064762324e-01,-6.578092277e-02,1.523710322e-02,-2.804797515e-02,4.743811861e-02,-8.790870756e-02,-9.248258173e-02,-1.654495895e-01,1.840046346e-01,-5.478315055e-02,3.313695779e-03,-5.785614252e-02,2.324079275e-01,8.408595622e-02,6.529383361e-02,1.708366275e-01,-4.916135222e-02,-3.608331084e-02,-3.050299361e-02,-4.997335002e-02,1.945244074e-01,1.302839220e-01,-8.096948266e-02,9.048148245e-02,-3.382402239e-03,1.056220457e-01,1.404110342e-01,1.343365610e-01,9.889823198e-02,1.283073872e-01,-1.010608897e-01,-1.344333030e-02,2.171093822e-01,2.322932929e-01,-1.538387686e-02,-1.131748408e-02,-9.222976863e-03,-5.495694466e-03,-1.052459143e-02,-3.710902110e-02,7.280781120e-02,4.755392671e-03,-1.455512131e-03,-2.679768577e-02,3.952401504e-02,2.909545228e-02,3.017354757e-02,-1.437791437e-02,-3.631599015e-03,6.562177557e-03,-2.780551556e-03,-1.995660737e-02,3.963261098e-02,3.261367092e-03,-7.349719293e-03,8.299285173e-02,-2.540936880e-02,7.545650005e-02,1.013880521e-01,3.717746586e-02,1.489811949e-02,6.754577905e-02,-3.136281297e-02,-3.888660669e-02,1.052794233e-01,6.982360035e-02,-1.078363881e-02,-1.509163529e-01,-1.617215276e-01,-1.081533283e-01,-8.770204335e-02,-1.268819720e-01,2.469915599e-01,-5.875664949e-02,-1.567461640e-01,-6.052938104e-02,9.141642600e-02,2.092552781e-01,9.540984035e-02,1.536251307e-01,-5.782465637e-02,-1.143191755e-01,-1.562657058e-01,-1.294826120e-01,2.055691332e-01,6.950742751e-02,-9.851357341e-02,6.779425312e-03,7.751052035e-04,1.375726461e-01,8.896629512e-02,1.805145293e-01,1.813984215e-01,1.132027209e-01,-1.175321192e-01,-1.792473644e-01,1.035210937e-01,9.517511725e-02,9.773366153e-03,-2.705172822e-02,-3.907237202e-02,1.778127998e-02,-2.531757206e-02,-4.369698581e-04,-2.022969536e-02,2.537531033e-02,-2.047873288e-02,2.226758189e-02,-7.012870908e-02,-2.173014730e-02,-3.379281238e-02,-1.254870556e-02,-1.562205050e-02,-2.213316038e-02,-4.795499519e-02,-3.426236659e-02,-3.611805663e-02,-2.551861852e-02,-1.490033604e-02,-1.036867313e-02,6.832136423e-04,-1.605491899e-02,-3.856714815e-02,-1.579806767e-02,-1.704330370e-02,-5.424887687e-02,-1.212557871e-02,1.079322584e-02,-4.884210229e-02,-2.005626261e-02,-1.115695015e-02,-9.244421124e-02,-1.264937073e-01,-5.329007655e-02,4.759709910e-02,1.600655541e-02,-2.041655034e-02,4.555515945e-02,-1.400503665e-01,2.447850257e-02,-3.054126203e-01,-4.734753817e-02,-1.515690088e-01,-6.892621517e-02,3.218248719e-03,-5.268559605e-02,-1.051798612e-01,-1.015379876e-01,-7.984549552e-02,-2.185528427e-01,3.385660052e-02,-2.412245274e-01,-1.121882908e-02,-1.678152829e-01,-1.381478757e-01,-6.117065251e-02,-5.714819953e-02,-1.661328822e-01,2.970853820e-02,-1.641168147e-01,-1.206766739e-01,-2.615748346e-01,-2.705760859e-02,-3.229429200e-02,-3.259852901e-02,7.929530926e-03,2.076381631e-02,-4.471002892e-02,-2.577547356e-02,-2.383641526e-02,-1.804210246e-02,-1.296630222e-02,-2.844744921e-02,-4.120686278e-02,-6.482652575e-02,-7.454070263e-03,-3.796219360e-03,-1.718281209e-02,-3.586594760e-02,-6.425844878e-02,-4.025585577e-02,-4.043111950e-02,1.345049939e-03,-4.917396978e-02,1.277022250e-02,-3.810792044e-02,-1.667117886e-02,-3.197722510e-02,-1.351639815e-02,-5.212822556e-02,-2.546653524e-02,-4.979217052e-02,-5.475748330e-02,-3.575360030e-02,-2.693320625e-02,-8.663143963e-02,-1.320181787e-01,-6.797858328e-02,-6.391984224e-02,-1.284302771e-01,1.572608203e-01,-9.869158268e-02,-1.132108867e-01,-7.322471589e-02,1.523516327e-01,2.244066298e-01,1.317532659e-01,2.290827036e-01,-7.025194168e-02,-8.334180713e-02,-9.901136160e-02,-1.108215302e-01,2.579236329e-01,1.716604382e-01,-5.641886219e-02,7.298618555e-03,-1.107957028e-02,2.630963027e-01,1.027610600e-01,1.914325356e-01,2.036862969e-01,1.242630407e-01,-8.150353283e-02,-1.294015348e-01,2.436704934e-01,1.933419704e-01,-1.127872989e-02,-2.948815003e-02,-4.611752182e-02,-5.566179287e-03,-8.194633760e-03,-8.081869781e-02,-8.235239238e-02,-1.663301885e-02,-4.930504784e-02,-4.843039904e-03,-1.873318702e-01,-1.285836101e-01,-1.398685277e-01,-4.184361175e-02,-2.856547246e-03,1.784579246e-03,-3.120405227e-02,-4.372998327e-02,-1.059908122e-01,-1.415861696e-01,-2.642761171e-02,-1.102675796e-01,1.013449766e-02,-1.100722551e-01,-1.386445612e-01,-1.154382005e-01,-1.265192330e-01,-1.414994895e-01,-1.590929367e-02,-5.694402382e-02,-9.696863592e-02,-1.262236387e-01,1.796017773e-02,-7.277248055e-02,-3.000974096e-02,-5.377168208e-02,-6.184951961e-02,-8.348084986e-02,1.282943040e-01,-6.156456098e-02,-1.817672327e-02,-1.607325301e-02,2.300491780e-01,1.350084543e-01,1.709066629e-01,8.776172251e-02,-4.478514567e-02,-2.706700191e-02,-4.623286799e-02,-6.970036030e-02,1.404760331e-01,1.132473350e-01,-1.321209520e-01,1.131196022e-01,2.562239207e-02,1.697359085e-01,1.486407965e-01,2.465895116e-01,2.017773837e-01,1.341933608e-01,-1.032019183e-01,-1.598272007e-03,1.513063908e-01,2.018559575e-01,-2.170654945e-02,-1.463102549e-02,-1.571067423e-02,2.269087359e-02,2.229124121e-02,1.722580940e-02,5.565355718e-02,2.145203017e-02,1.635222696e-02,8.798915893e-03,3.479923308e-02,5.787621252e-03,1.185727585e-02,2.628470585e-02,-4.003205150e-02,-3.389360383e-02,-3.381279111e-02,-1.911996678e-02,2.187731117e-02,4.972168431e-02,-1.533864159e-02,-7.035566028e-03,-7.348790765e-03,-3.076333180e-02,-9.824449662e-04,4.621165618e-02,4.259403050e-02,4.875481129e-03,-2.735943533e-02,1.451970078e-02,2.972523496e-02,-7.579700090e-03,-3.988448530e-02,3.173134848e-02,-1.987711154e-02,6.294914056e-03,3.516500071e-02,-7.639642805e-02,-2.646009624e-01,1.060464536e-03,9.976527654e-03,2.454566956e-02,-2.519441247e-01,-2.355294675e-01,-2.675313652e-01,-1.142568663e-01,-9.405042045e-03,2.504466847e-02,-1.777983457e-02,-4.422343895e-02,-1.685241461e-01,-2.144338489e-01,2.218485065e-02,-2.698712349e-01,2.363384143e-02,-2.429020703e-01,-2.668501437e-01,-1.609850973e-01,-1.620249152e-01,-1.939921528e-01,9.152339771e-03,-1.596886478e-02,-2.027369291e-01,-2.751247883e-01,-8.767554536e-03,-9.397547692e-03,-1.735008205e-03,2.304005064e-02,2.935020439e-02,-2.994869091e-02,-6.820596755e-02,1.970156655e-02,7.794538047e-03,3.718962194e-03,-6.323933601e-02,-5.697232485e-02,-4.069257155e-02,-3.404045105e-02,-6.244280841e-03,2.131499723e-02,9.400688112e-03,1.508072135e-03,-7.824045420e-02,-5.807488412e-02,3.673205525e-02,-7.586219162e-02,1.598663162e-03,-6.431213021e-02,-8.525767922e-02,-5.324152485e-02,-7.352822274e-02,-4.134428874e-02,1.354707498e-02,3.617307544e-02,-1.102594957e-01,-6.707616895e-02,-4.201723263e-03,-3.606322035e-02,-6.430425495e-02,-8.476681262e-02,-4.683267698e-02,-1.653230637e-01,1.729653627e-01,-8.268835396e-02,-6.829377264e-02,-5.004906654e-02,1.450268626e-01,2.218044698e-01,9.321146458e-02,1.648086160e-01,-3.590340167e-02,-4.070752859e-02,-4.122148827e-02,3.151414276e-04,2.545080781e-01,1.619274616e-01,-1.110556126e-01,2.301779240e-01,-1.511992421e-02,1.568728238e-01,1.729807556e-01,9.153799713e-02,1.484591514e-01,1.832926422e-01,-1.664548218e-01,-7.231636439e-03,2.070917487e-01,1.696538180e-01,1.007404178e-02,-1.168177836e-02,-1.168448478e-02,1.850120025e-03,-1.946109347e-02,-5.635114759e-02,4.147290811e-02,5.903055426e-03,-8.701751940e-03,-1.583510824e-02,2.801345661e-02,1.830229163e-02,1.015586928e-01,1.159401983e-02,-7.955899462e-03,-1.399876922e-02,1.734083635e-03,-3.741174936e-02,2.128289267e-02,2.071201056e-02,1.076604147e-02,1.242104992e-01,-3.224379569e-02,1.058309898e-01,1.275327951e-01,2.422655374e-02,-1.975174295e-03,1.062040180e-01,-4.069437832e-02,-6.078789011e-02,1.381448060e-01,1.238118410e-01,2.785936184e-02,4.165135324e-02,7.812484354e-02,3.389262361e-03,-6.512139738e-02,-6.478772312e-02,2.002854794e-01,-2.880384959e-02,4.647855461e-02,7.568537258e-03,2.578612864e-01,1.400284469e-01,2.047938406e-01,1.293780208e-01,-1.792155951e-02,3.572271392e-02,4.220014438e-02,8.286978118e-03,1.264045686e-01,1.799948514e-01,-1.154544279e-01,2.668798864e-01,-2.108016610e-02,1.376308799e-01,1.421280056e-01,1.953773499e-01,2.093835175e-01,7.824096084e-02,-1.036779657e-01,6.475343555e-02,1.635925770e-01,1.655100137e-01,-1.773702540e-02,2.194933593e-03,-1.456946041e-02,-2.107410505e-02,-1.837688684e-02,-1.619463786e-02,5.946159363e-02,-1.300497726e-02,-1.285618916e-02,-5.068640690e-03,6.906265765e-02,4.309481382e-02,5.149695650e-02,2.042439580e-02,-6.688382942e-03,-2.356827725e-03,-3.858080506e-02,-1.873194799e-02,1.058884412e-01,5.350348726e-02,-3.202181682e-02,9.647715837e-02,7.443842478e-04,8.768843114e-02,9.283094853e-02,5.888444185e-02,3.070685454e-02,9.582062066e-02,-2.492523193e-02,-2.176443301e-02,8.170177042e-02,8.357673883e-02,-9.869055822e-03,9.335200489e-02,1.027752087e-01,7.725494355e-02,1.562527381e-02,7.069446892e-02,1.390663981e-01,7.179254293e-02,9.996156394e-02,6.699366868e-02,3.217818737e-01,1.699882746e-01,2.245111763e-01,7.721918076e-02,6.070659682e-02,8.352272958e-02,1.148273498e-01,9.998811781e-02,1.458261311e-01,2.284250855e-01,1.097442023e-02,1.176849008e-01,-2.463638596e-02,2.243765742e-01,2.291483879e-01,1.952704638e-01,1.238930672e-01,1.612433791e-01,3.517679498e-02,9.742276371e-02,2.190694660e-01,2.180557251e-01,4.235753324e-03,-1.023665187e-03,1.589020528e-02,2.902774327e-02,4.619656503e-02,3.939971328e-02,-2.669583447e-02,9.007847402e-04,3.102002107e-02,2.303342521e-02,-1.554353815e-02,-2.695761621e-02,-6.335721910e-02,-4.159060866e-02,1.063872036e-02,1.731013134e-02,1.651196182e-02,2.636161633e-02,-2.026344836e-02,-7.340059150e-03,-2.144626155e-02,3.055627225e-03,-7.250760682e-03,-2.134374157e-02,-2.120161243e-02,-9.310914204e-03,-3.602422401e-02,-5.136147141e-02,4.312021285e-02,2.997440845e-02,-2.693323791e-02,-1.801894046e-02,2.767314576e-02,3.354435042e-02,7.196442783e-02,8.854088932e-02,7.686800510e-02,7.230458409e-02,-9.632410854e-02,5.239672214e-02,5.516584590e-02,5.092802644e-02,-1.498028040e-01,-5.785267800e-02,-1.447083503e-01,-2.592191659e-02,2.477993630e-02,5.904530361e-02,4.007997364e-02,9.095444530e-02,-1.274054199e-01,-1.345936060e-01,6.980367750e-02,-2.000749707e-01,1.462260261e-04,-8.702043444e-02,-4.720809311e-02,-7.345223427e-02,-1.072118059e-01,-3.345406055e-02,7.499340922e-02,5.884364992e-02,-6.124693155e-02,-1.075587496e-01,-2.017378248e-02,5.080575868e-02,5.893259495e-02,3.748305887e-02,4.023909569e-02,3.079099208e-02,-5.196992680e-02,2.598762698e-02,6.430976093e-02,3.503336757e-02,-8.360297233e-02,-3.493264318e-02,-3.182608262e-02,-3.871503472e-02,3.104798123e-02,2.879578806e-02,3.907277435e-02,9.857038036e-03,-8.540786803e-02,-1.066140272e-02,4.938376695e-02,-7.258274406e-02,-4.537149146e-02,-5.123724043e-02,-7.138087600e-02,-7.361463457e-02,-4.541087151e-02,-7.485460490e-02,4.441731423e-02,5.022121221e-02,-6.824263185e-02,-4.320041463e-02,-2.073938027e-02,-2.297093906e-02,-7.373003662e-02,2.200642414e-02,3.996658698e-02,5.319228396e-02,-1.060648486e-01,5.415283516e-02,-6.328570843e-02,3.327052668e-02,-5.093393326e-01,-1.744826883e-01,-2.873139977e-01,-1.301509589e-01,2.015146241e-02,-3.299065307e-02,-7.195801288e-02,-2.608760074e-02,-2.354537249e-01,-3.591337204e-01,6.764689833e-02,-3.769728541e-01,2.394258976e-02,-4.123233855e-01,-4.167221487e-01,-1.885510832e-01,-1.199928746e-01,-2.760447562e-01,4.857007787e-02,-1.399962753e-01,-3.144043386e-01,-4.324371815e-01,-2.093848027e-02,3.245301172e-02,-5.521594547e-03,-1.549111120e-02,-8.769622073e-03,-3.690471500e-02,-7.977813482e-02,-2.967689559e-02,3.432573285e-03,-2.440927923e-02,-6.967504323e-02,-5.093166232e-02,-8.759787679e-02,-3.562722728e-02,-6.331279408e-03,-1.858382113e-02,5.899695680e-03,1.882084907e-04,-7.483124733e-02,-8.093385398e-02,-2.632279694e-02,-1.141539663e-01,-7.153961807e-03,-6.034841761e-02,-9.306886047e-02,-3.934228420e-02,-6.932543963e-02,-9.142501652e-02,-2.241837047e-02,-2.218566649e-02,-1.318366975e-01,-1.014103889e-01,1.106494572e-02,3.549532220e-02,-9.770621546e-04,-6.346122175e-02,-7.990139723e-02,-1.047411487e-01,1.096004546e-01,-3.459154069e-02,4.994900152e-02,-4.942053184e-02,8.779075742e-02,9.821471572e-02,1.772521585e-01,5.020996928e-02,-3.898004815e-02,9.638070129e-03,1.167109422e-02,-4.812518880e-02,2.804176323e-02,8.364602178e-02,-8.998935670e-02,2.269280851e-01,1.660778373e-02,1.896434873e-01,9.725692123e-02,1.339876801e-01,1.102044210e-01,1.530272663e-01,-1.363022178e-01,3.175354376e-02,1.074464023e-01,2.090131789e-01,-1.035796013e-02,6.491379812e-03,2.301518619e-02,-9.240526706e-03,-4.792160820e-03,-2.817624994e-02,4.195344448e-02,5.486019421e-03,-2.538354322e-02,-1.591729000e-02,3.326621279e-02,1.475090906e-02,1.979268529e-02,1.479928102e-02,-9.354396025e-05,-3.194837645e-02,-3.932926804e-02,-4.374006297e-03,6.992395036e-03,6.871995982e-03,9.544563480e-03,1.894576475e-02,2.032033168e-02,3.770163283e-02,1.094130240e-02,1.713401265e-02,-2.813353436e-03,3.259095922e-02,-1.890389249e-02,-2.263280097e-03,1.074598450e-02,3.007344529e-02 +biases1 = 5.000093486e-03,1.465810984e-01,1.890722811e-01,1.327776760e-01,6.025421247e-02,2.258709967e-01,-1.471081227e-01,5.939223990e-02,1.697332859e-01,3.932491317e-02,-4.834447801e-01,-1.989790946e-01,-4.199562073e-01,-6.733070314e-02,4.596272856e-02,9.438135475e-02,1.717292666e-01,2.363044471e-01,-2.845302820e-01,-3.722049296e-01,1.564979255e-01,-4.493155479e-01,-2.019326785e-04,-3.502936661e-01,-3.966740966e-01,-1.781922728e-01,-1.601623744e-01,-3.997818530e-01,1.969029605e-01,2.266604006e-01,-4.646170437e-01,-4.227837324e-01 +weights2 = -1.580825821e-02,-8.265125751e-02,-1.011509895e-01,-8.231966197e-02,-1.034760773e-01,-1.148237735e-01,2.293636054e-01,-1.019165218e-01,-9.544159472e-02,-9.360614419e-02,3.276686072e-01,2.105346918e-01,2.487557530e-01,1.845726669e-01,-8.310176432e-02,-8.500625193e-02,-9.267305583e-02,-9.742344171e-02,2.191109061e-01,1.760933548e-01,-1.070146561e-01,3.387827873e-01,-1.494068187e-03,2.645783722e-01,1.904057860e-01,1.515993774e-01,1.975281090e-01,1.211366281e-01,-1.101389527e-01,-1.091081500e-01,2.496424615e-01,3.156922460e-01 +biases2 = 8.922314644e-02 diff --git a/params/D00115.001.txt b/params/D00115.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac7d9837179fa8bea61466e63464bb2b03e86227 --- /dev/null +++ b/params/D00115.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -6.476182701e-09,2.897725105e-01,7.315579057e-02,-5.169733167e-01,-2.312109806e-02,3.427959472e-09,-1.737108678e-01,3.027263995e-09,-1.130524427e-01,7.607793808e-02,-5.066049695e-01,-4.570705592e-09,-6.955375165e-10,-1.496119201e-01,4.862747094e-09,1.817545559e-09,2.468073079e-09,-1.111965030e-01,-1.144902408e-01,-5.568189663e-04,-9.690340608e-02,6.158639376e-09,1.100988686e-01,5.156902017e-09,-1.344407946e-01,-7.103325427e-02,1.004130673e-02,4.665132725e-09,2.497357210e-09,-1.412894018e-02,5.381305401e-10,3.739879961e-09,9.067034901e-10,-2.834442854e-01,-1.023048237e-01,2.589588463e-01,1.064164042e-01,6.339194503e-09,1.086882800e-01,3.783952707e-09,2.303747833e-02,-2.014916092e-01,1.031939015e-01,-1.392799764e-09,-1.791063631e-09,3.514476866e-02,1.330541122e-09,3.055541375e-09,-2.058405224e-09,-1.023385078e-01,-1.370121390e-01,7.725796849e-02,-9.891022742e-02,7.432896965e-09,-9.300550818e-02,-4.638560647e-09,-8.296709508e-02,-6.677599996e-02,2.556477785e-01,-2.320191816e-09,-3.587551811e-09,-8.997912705e-02,2.787923892e-09,-5.278849358e-09,-6.938470909e-10,2.955422699e-01,2.105506361e-01,-4.990759492e-01,6.824170239e-03,1.054389798e-09,-2.354459316e-01,-2.689361844e-09,-1.482919008e-01,5.136490986e-02,-4.823172390e-01,-6.535236796e-09,-1.984435949e-09,-2.350237370e-01,-5.501338052e-09,3.195152809e-09,-1.130385008e-09,-1.130605862e-01,-1.516983807e-01,1.275021732e-01,-1.279216707e-01,-5.197998920e-09,1.116670370e-01,-6.519760731e-09,-1.713061333e-01,2.044206113e-02,3.068692982e-01,-4.613434967e-09,5.718067797e-09,1.037817914e-02,-3.380767000e-09,1.766413793e-09,4.031257106e-09,-3.103635609e-01,-1.151057333e-01,9.103555977e-02,1.439501196e-01,4.200386705e-09,-2.070756070e-02,6.260846952e-09,5.651788414e-02,-2.936607599e-01,6.500776857e-02,-8.545734120e-10,-4.811946841e-09,4.410448298e-02,5.107850143e-09,-3.547580896e-09,5.580510276e-09,-7.943388075e-02,-2.245963663e-01,9.984315932e-02,-1.392256021e-01,2.046614656e-09,9.533521533e-02,5.840443240e-09,-4.451029003e-02,-4.305743054e-02,-2.765714377e-02,3.076525035e-09,4.805031040e-09,-4.049752653e-02,-7.765908749e-11,-4.581535151e-09,-2.428936385e-09,2.340554148e-01,3.357480764e-01,-3.399374187e-01,-2.754689427e-03,5.355299315e-09,-1.708560139e-01,-1.539706251e-09,-1.011022776e-01,8.520289510e-02,-6.106333733e-01,-5.590781171e-09,1.714619446e-09,-2.682036459e-01,-2.179397329e-09,-4.152221900e-10,-4.971832723e-09,-6.097384170e-02,-1.964249760e-01,2.048572712e-02,-1.068926975e-01,-1.968172070e-09,1.745043546e-01,2.664099386e-09,-1.853029579e-01,-3.982099518e-02,2.027597427e-01,-2.300026170e-09,-7.337191299e-09,9.911011904e-02,2.144853406e-09,1.040010855e-09,-3.896857281e-10,-3.577040434e-01,-2.642934620e-01,2.482718080e-01,1.692585647e-01,3.130378845e-09,6.043585017e-03,5.185571972e-09,1.097211242e-01,-2.421143502e-01,1.019176915e-01,1.564016805e-09,2.561223456e-09,1.616966212e-03,3.581699604e-09,3.622816047e-09,-2.524314313e-09,-2.292273194e-02,-1.559806317e-01,-1.056085154e-01,-1.724446118e-01,3.657097958e-10,-5.706232786e-02,5.132371861e-09,-1.309090108e-01,-6.628368795e-02,1.645850837e-01,-7.197759055e-10,3.974844898e-09,-5.459994450e-02,-2.860856663e-09,-4.949834320e-09,-5.106627565e-09,1.724653840e-01,2.486881614e-01,-2.700595260e-01,1.179856062e-01,-2.383876430e-09,-2.962092869e-02,-3.802622217e-09,-1.200395748e-01,1.365884542e-01,-6.443976164e-01,3.156623629e-09,-1.149526807e-09,-2.779735625e-01,-4.671830922e-09,-2.099761920e-09,3.272164539e-09,-6.007486489e-03,-2.076493651e-01,4.802742973e-02,-2.302386761e-01,-3.546390070e-09,2.332850127e-03,5.084436872e-09,-1.800916344e-01,-1.437284984e-02,7.461564243e-02,4.056272651e-09,-4.755647431e-09,3.475032374e-02,-2.217831474e-09,2.885700345e-09,-9.686661473e-10,-3.028546572e-01,-3.108808100e-01,2.094229460e-01,2.149553597e-01,6.231736016e-09,2.481601946e-02,4.671443232e-09,1.110767853e-02,-3.117145300e-01,1.379612833e-01,-1.661826343e-09,-7.034640648e-10,1.913585141e-02,-4.654212127e-09,2.250173603e-09,-6.132493402e-10,-7.441897690e-02,-1.122516859e-02,-1.642611474e-01,-2.195263952e-01,-5.015080573e-10,-4.327251017e-02,-3.088283851e-09,-1.826549694e-02,-7.544170320e-02,2.900098264e-01,-2.205039928e-09,9.955859470e-10,8.270925027e-04,-2.017369605e-09,2.310930336e-09,4.811433030e-09,2.064709216e-01,3.213851452e-01,-4.647498429e-01,-1.184169278e-01,-4.780798868e-09,-1.649734564e-02,1.719671405e-09,-1.659767628e-01,1.832191199e-01,-1.519730091e-01,-3.171902740e-09,6.488434678e-09,-1.896386594e-01,-6.443805933e-09,-3.571954288e-09,-5.229242594e-10,-1.549417973e-01,-2.645741999e-01,1.145011559e-01,-2.236711383e-01,3.120329550e-10,-1.657357439e-02,7.342824959e-11,-1.712268442e-01,-2.096302211e-01,-2.113223523e-01,1.466138433e-09,-6.240433947e-09,-4.145722464e-02,5.530166547e-09,1.584333442e-09,1.309138686e-09,-2.615210116e-01,-5.833643675e-01,-2.359651774e-02,3.846076131e-01,-5.405475179e-09,2.546111867e-02,-5.053149010e-09,1.059212387e-01,-3.165724874e-01,9.471188486e-02,1.337880806e-09,-1.310776904e-10,2.780552208e-02,-6.667800756e-10,-4.731266046e-09,2.617003725e-09,2.051588148e-03,2.390713543e-01,1.929154098e-01,-1.536534727e-01,-1.493255408e-09,-3.926967829e-02,7.761123966e-10,-7.628346235e-02,7.711075991e-02,1.339590847e-01,-6.320021173e-10,6.247759199e-09,-1.303688809e-02,-4.772524598e-09,-1.203712130e-09,2.930603538e-09,1.617228687e-01,3.569024205e-01,-4.617924094e-01,2.521078587e-01,-5.578390194e-09,-1.587898284e-02,-3.588816577e-09,-1.265895069e-01,1.789103597e-01,2.442892790e-01,2.164465274e-09,5.200975206e-09,-2.058508247e-01,-1.971087071e-09,6.400739494e-09,-2.857787562e-09,1.038755290e-02,-8.798899055e-01,5.767271295e-02,-9.199362248e-02,-1.959803209e-09,1.207621917e-01,-2.914955166e-09,-1.764709800e-01,-2.265329659e-01,-2.982079089e-01,3.264989390e-09,2.495736284e-09,-3.640640900e-02,1.992241094e-11,4.990830416e-09,-2.558813383e-09,-3.308231831e-01,1.004988141e-02,1.179167405e-01,2.746725976e-01,3.398384241e-09,1.159646958e-01,-4.292705080e-10,1.104259491e-01,-4.023535848e-01,4.841501359e-03,-1.550256923e-09,-2.359278328e-10,8.620134741e-02,-5.668025604e-09,2.879832373e-09,1.802079486e-09,-5.182697996e-02,2.216607183e-01,1.057938561e-01,-5.557647943e-01,-3.900756163e-09,-2.693164051e-01,-1.428664187e-09,-1.149301305e-01,1.829844266e-01,-8.651273698e-02,-2.107841679e-09,5.279586546e-09,-6.429563463e-02,-4.885317040e-09,-1.730459442e-09,5.000947434e-10,2.996174097e-01,-8.691142201e-01,-3.171453774e-01,-2.103564739e-01,-5.276369563e-09,-1.858674586e-01,3.783414471e-09,-1.214665920e-01,8.480890840e-02,8.867137879e-02,-1.325829585e-10,-6.436396305e-09,-7.577253133e-02,-6.220426840e-09,-3.135549154e-09,4.586850899e-09,-2.424368709e-01,1.528968096e+00,2.585590482e-01,5.493618846e-01,2.896605844e-09,2.273249030e-01,-4.731533831e-09,-1.693440080e-01,-2.408407331e-01,-1.116205379e-01,2.863713267e-09,-3.594313958e-09,-2.572574615e-01,3.791434722e-09,-1.824362772e-09,-6.268012331e-09,-4.052777290e-01,-1.857974231e-01,2.675912082e-01,-2.229247391e-01,-5.940934855e-09,-5.049935356e-02,-7.473525132e-10,1.698989719e-01,-4.042339623e-01,-8.126171678e-02,9.614508079e-10,-3.000380167e-09,1.668438129e-02,-3.791366776e-09,3.011411120e-09,5.447092111e-09,1.346782744e-01,-7.551815510e-01,-3.870805502e-01,-2.275325358e-01,1.664356986e-09,-3.612924367e-02,-4.836446799e-09,-1.869009882e-01,2.928468585e-01,-2.822769620e-02,2.493404372e-10,-4.799667330e-09,9.482520819e-02,-8.123467454e-10,8.186086531e-11,-6.567292932e-09,1.662222594e-01,1.395938039e+00,-4.475366771e-01,-1.641143113e-01,-5.443603790e-09,-1.361160129e-01,3.088153955e-09,-6.158956140e-02,-7.531242818e-02,-2.433865219e-01,2.745073724e-09,-3.084531519e-10,9.822065234e-01,5.528147717e-09,-5.574562589e-09,-6.135668640e-10,-1.117070392e-01,-8.027741313e-01,6.554190814e-02,5.492458940e-01,1.960334239e-12,2.845501900e-01,5.136762127e-09,-2.205395699e-01,-2.539262734e-02,1.834125668e-01,2.231279383e-09,-4.682425558e-09,-5.277979970e-01,-2.581759029e-09,3.827185679e-09,-3.891147404e-09,-5.292151570e-01,-5.977468491e-01,-1.523903757e-01,-5.200703740e-01,8.214119163e-09,1.266524568e-02,4.852856783e-09,2.418084145e-01,-5.434479117e-01,-9.000050277e-02,-2.684265310e-11,3.007609495e-09,-3.042827547e-01,8.660149264e-10,2.277876776e-09,-7.261374835e-10,2.612607777e-01,-2.758654654e-01,3.550590873e-01,2.076805755e-02,2.582919878e-09,-2.091081291e-01,-4.973580658e-09,-2.669830322e-01,3.786163032e-01,1.466418430e-02,6.917792561e-09,1.871681837e-10,-3.664835393e-01,5.305531126e-09,-1.017292806e-09,4.328869485e-10,1.602454931e-01,1.638873219e-01,-2.054576725e-01,-1.468686908e-01,5.778219681e-09,-1.221142188e-01,6.900936489e-10,-9.466817230e-02,1.433313489e-01,-3.443091214e-01,-8.268396634e-09,-4.029879985e-09,-4.950618744e-01,-2.465904592e-09,-2.838654867e-10,6.331929203e-09,-7.387542129e-01,-3.554080427e-01,1.557138264e-01,3.695288002e-01,4.987589897e-09,3.487971127e-01,-5.961006133e-10,-3.431346118e-01,-3.232456744e-02,9.225306660e-02,-3.621965172e-09,4.429778322e-09,-4.811546206e-01,2.074287186e-09,5.317407403e-09,-8.750457026e-10,1.062063724e-01,-1.931660473e-01,-9.535188228e-02,-4.556783438e-01,-3.546468452e-09,-3.096494824e-02,-3.958544159e-09,5.369138122e-01,-5.098996758e-01,-3.127901629e-02,-5.507686307e-09,1.780582237e-09,1.062009931e+00,5.389088731e-09,-2.442362090e-09,-2.784905861e-09,2.539802194e-01,9.864129871e-02,-3.130700067e-02,1.177656353e-01,7.550842618e-09,-2.400825918e-01,-1.537630800e-09,-4.062042832e-01,1.288584173e-01,1.434767693e-01,-3.940115789e-09,-5.820131488e-09,-3.020050228e-01,-1.015203366e-09,1.908395442e-09,6.483512394e-09,-8.473660350e-01,3.007197678e-01,1.134716868e-01,8.003488928e-02,2.338421234e-09,-1.608119905e-01,9.641537346e-09,-4.161993265e-01,-4.859802127e-01,-2.830780149e-01,-4.778347940e-09,1.517905690e-09,5.660789013e-01,-2.669248156e-09,-4.102774120e-09,2.648211650e-10,1.253154278e+00,-3.132323921e-01,-3.321767151e-01,-8.030731231e-02,5.558155047e-10,2.833666801e-01,4.852509505e-09,-4.186371863e-01,-1.463819891e-01,1.399338394e-01,5.073000908e-10,5.135042391e-10,-5.454886556e-01,-6.147439890e-09,-4.384110852e-09,9.059945016e-10,-2.445907891e-01,-3.303045034e-01,-2.053878456e-01,-9.196207672e-02,-6.379098139e-09,-1.133772954e-01,1.694017010e-10,9.121716619e-01,8.007370234e-01,-4.599476978e-02,-3.283254113e-09,1.023920326e-08,1.747211367e-01,-6.678814168e-10,9.216035934e-09,2.842637459e-09,-3.681368828e-01,5.634590611e-02,2.504860461e-01,-2.148028091e-02,3.768185763e-09,-5.371907353e-02,4.089922179e-09,-3.845042884e-01,-4.298703671e-01,5.606325343e-02,7.185204653e-10,3.123467041e-09,-4.170463085e-01,6.774513395e-09,9.164802250e-09,3.970843654e-09,1.025216699e+00,3.161859810e-01,3.624716699e-01,-1.187883038e-02,-6.338823688e-09,2.913507633e-02,1.774601910e-09,-5.137616992e-01,-4.168107510e-01,-2.210551687e-02,5.597980968e-10,2.128032639e-09,-2.983348072e-01,6.171225309e-09,3.825009642e-09,-2.804171340e-09,-8.933991790e-01,-3.088698983e-01,-5.265383124e-01,-5.388958380e-02,-4.990011737e-10,3.674846888e-01,-4.087047589e-09,-3.090398312e-01,-2.993887961e-01,1.167071834e-01,-3.182460295e-09,3.612771637e-09,8.135311306e-02,6.296430044e-09,1.472054367e-09,-2.186863357e-09,2.414593659e-02,-2.980205119e-01,-1.092358157e-01,5.582304671e-02,2.377803954e-09,-1.062255055e-01,8.827470310e-09,9.973931313e-01,1.021821499e+00,-3.121253289e-02,1.831374274e-09,1.218807388e-09,1.035068557e-01,-2.315868330e-11,-2.996222159e-10,-5.381171952e-09,-3.648190498e-01,7.764213253e-03,9.509076178e-02,-1.037001312e-01,3.190422149e-09,-3.346685767e-01,-5.414187321e-09,-4.816648364e-01,-5.676964521e-01,-1.945671737e-01,3.779035751e-09,3.634933687e-09,-1.074561551e-01,-5.174362050e-10,1.193974808e-09,4.075951576e-09,7.477126271e-02,1.693981588e-01,4.630542099e-01,3.011121042e-02,5.390026647e-09,-5.612020940e-02,-4.871843373e-09,-2.638986707e-01,2.469796687e-01,1.188997272e-02,-3.903513068e-09,6.528849683e-10,-3.840417564e-01,-4.379585583e-09,1.365269786e-09,7.161636839e-10,-2.768297493e-01,-1.024985760e-01,-5.680361986e-01,-9.056443721e-02,-3.390857595e-10,2.357968390e-01,-4.188824398e-09,-5.022435188e-01,-2.382894903e-01,-5.924770981e-02,9.717632254e-10,-5.233750766e-09,6.282327324e-02,1.288581575e-09,4.837091616e-09,-2.533261378e-09,-8.075620979e-02,-2.921106219e-01,-4.665818810e-01,2.438722178e-02,-4.159373290e-09,-2.508977354e-01,-8.469708268e-10,8.658046722e-01,-7.737323642e-01,-1.718710959e-01,5.850302465e-09,-4.410111831e-09,1.866940111e-01,-1.538803862e-09,2.404078048e-09,-3.573140672e-10,7.056324929e-02,-5.808838457e-02,3.933548927e-01,-7.749110460e-02,4.304018253e-10,2.242027223e-02,5.765386391e-09,-4.066458046e-01,4.973689914e-01,8.602037281e-02,-5.646422441e-09,3.196116705e-09,-8.722287416e-02,6.174036393e-09,1.174386033e-09,-2.719261483e-09,4.344554991e-02,5.587398410e-01,4.234916270e-01,-7.777893450e-03,2.410374345e-09,1.111391634e-01,3.557110828e-09,-1.730343699e-01,1.301505417e-01,1.026963592e-01,-5.198267594e-09,6.428559018e-09,-2.445631474e-01,-7.122143986e-10,-2.297053880e-09,1.448723697e-09,-1.255193204e-01,-2.454280406e-01,-8.416554928e-01,-1.265711933e-01,-3.143739269e-09,4.541346729e-01,-4.115972452e-09,3.543677926e-02,-1.123823747e-01,-1.873008534e-02,-2.193963455e-09,2.922541098e-09,-2.488439344e-02,-4.078851923e-09,1.268422589e-09,1.106210346e-09,-2.027558535e-02,-5.645602345e-01,4.057148099e-02,-9.517245926e-03,5.877932363e-09,-1.002233252e-01,-2.988326253e-10,5.670237541e-01,-3.880981803e-01,-1.919993907e-01,-4.280978239e-09,-6.018396448e-09,1.443471313e-01,-4.330850345e-09,3.772959722e-09,-4.274323118e-09,-1.096485257e-01,-3.023501113e-02,1.961870939e-01,2.894213982e-02,-4.508027285e-09,-5.146413445e-01,3.399433401e-09,-7.388600111e-01,1.029252261e-01,-2.620526776e-02,2.402684496e-09,6.185006729e-09,-9.603396058e-02,2.869182891e-09,-3.863903864e-09,5.274817916e-09,-2.376251221e-01,-5.588801578e-02,4.201666415e-01,-2.444503270e-02,7.996878715e-09,-2.278944254e-01,-9.684094637e-10,-2.583966553e-01,2.230703682e-01,7.169964910e-02,-3.797433479e-09,3.790836978e-09,-2.542815804e-01,-2.495411211e-09,7.176924832e-09,6.555814114e-09,-4.642537981e-02,-4.189410806e-02,-8.507090807e-01,-1.779405624e-01,6.446875034e-09,7.514775991e-01,-2.298044643e-09,3.729908913e-02,-1.541883647e-01,-4.023582116e-02,-1.094308755e-09,4.570601675e-09,3.836899623e-02,-6.831227806e-10,-5.694526628e-09,-3.341725563e-09,1.784683317e-01,-1.357669532e-01,-1.721143275e-01,4.282428697e-02,2.178621950e-09,-5.422124863e-01,-3.653802150e-09,1.838203818e-01,-3.543666899e-01,-3.540291488e-01,4.381525365e-09,8.608708191e-10,4.352200776e-02,1.397024163e-09,-6.555772369e-09,-8.282386332e-09,-1.028367504e-01,-4.588751495e-02,4.231062531e-01,4.252918810e-02,-5.185658125e-09,-2.429002896e-02,-4.813072163e-09,-2.738721669e-01,1.879123412e-02,1.858066171e-01,-1.946736772e-09,-6.750707771e-10,-4.963371530e-02,8.916897221e-10,2.294193502e-09,5.201921560e-09,-1.958801001e-01,3.284883499e-02,1.037872195e+00,-4.018843919e-02,-5.601926034e-09,-1.711961627e-01,-2.633038010e-09,-9.054532647e-02,8.460825682e-02,-2.011669576e-01,-1.062789967e-09,-2.638407492e-09,-1.779561937e-01,5.301791450e-09,5.788372004e-09,-3.447941044e-09,-8.930640668e-02,-1.828855462e-02,-2.392854840e-01,-9.601480514e-02,1.960979157e-09,8.979951739e-01,-4.705328349e-10,-1.657574922e-01,-2.228132188e-01,-1.799690872e-01,3.768233503e-10,-6.011954490e-09,1.476139855e-02,-3.556330119e-09,-8.240240712e-10,3.510097324e-09,1.401720047e-01,-6.011784077e-02,-6.805672050e-01,5.001552030e-02,-6.176558820e-09,-6.300304532e-01,8.733229251e-09,5.931197479e-02,-1.737433076e-01,-5.845557898e-02,2.622677853e-09,7.006321079e-10,2.670463547e-02,-4.245499063e-09,5.413141935e-09,4.072354010e-09,-6.606247276e-02,-2.395886928e-01,-2.904343605e-01,-2.687148564e-02,3.428625606e-09,-1.395039409e-01,6.258061847e-10,-1.109046414e-01,4.640020803e-02,3.062725067e-01,-1.837571983e-09,1.248217640e-09,-8.349322528e-02,-6.238698003e-09,2.392038345e-09,3.262582426e-09,-1.277496576e+00,-6.847197190e-03,9.623377770e-02,-4.091267288e-02,3.748933608e-09,-2.765285671e-01,-6.792062024e-09,-1.277404726e-01,4.938464612e-02,1.260054469e+00,-1.490922386e-09,3.168612261e-09,-8.880201727e-02,2.413564681e-09,-6.004517772e-09,2.442716474e-09,3.797969818e-01,-2.765960246e-02,-4.163449407e-01,-4.565884918e-02,4.779567409e-09,5.699549913e-01,-3.380012714e-09,-1.513806880e-01,-1.387436688e-01,-3.806945682e-01,4.002802978e-09,1.298984392e-10,-5.900802836e-02,-2.511219011e-09,4.375477758e-09,7.821707726e-09,5.910366774e-01,1.210741326e-02,1.891760714e-02,3.980110958e-02,5.725883767e-09,-4.488053620e-01,-5.152810623e-09,1.025188789e-01,-1.857961267e-01,-3.116899729e-01,-2.893471018e-09,-6.294929467e-09,5.274639279e-02,2.943411292e-09,-2.466004512e-09,-1.976207115e-10,8.875432611e-02,-2.614930570e-01,1.204828396e-01,-6.586286426e-02,-2.891024531e-09,1.066665202e-01,-6.328802815e-09,-1.311955601e-01,1.264946815e-02,-6.991919279e-01,-5.876672926e-09,2.447121672e-11,-1.232135668e-01,1.025778684e-09,1.184169540e-09 +thresholds = -5.103374860e-06,-8.548044562e-01,-1.150294781e+00,-7.124301195e-01,-4.683730900e-01,-4.645625268e-06,-1.953530312e-01,-9.235723155e-06,-1.251242876e+00,-1.072621822e+00,-5.467719436e-01,-5.111635346e-06,-2.311512981e-05,-8.904864192e-01,-5.078222330e-06,-9.079326446e-06 +weights1 = -1.660820842e-02,1.027068775e-02,1.785421558e-02,-4.528953135e-02,1.104935911e-02,6.298069656e-02,-1.258860715e-02,-3.419407457e-02,-7.818626635e-09,6.987772067e-04,4.787759110e-02,5.614386871e-03,1.994131971e-09,-3.377080895e-03,-1.174654113e-03,-2.919270843e-02,1.273835704e-09,7.411132567e-03,7.066044491e-03,3.346687372e-10,1.333083421e-09,-1.964544645e-03,-8.811496198e-03,-3.822786501e-03,7.495295939e-09,4.718361888e-03,4.915437102e-02,7.179372013e-03,-8.099048398e-03,2.960179001e-02,-2.076565288e-02,6.713860203e-03,-1.973445341e-02,-5.375539511e-02,1.151308045e-02,-3.910438158e-03,-4.048283771e-02,4.821199924e-03,4.997681826e-03,2.067850335e-09,4.258340791e-09,-5.080703180e-03,2.610943280e-02,4.174605478e-03,-1.189106144e-02,4.220047558e-04,4.768067598e-02,-2.193616703e-03,-2.980922814e-03,-3.045658395e-02,-1.948315091e-02,1.595060155e-02,4.314696789e-02,9.523581923e-10,-1.680435799e-02,-2.102117427e-02,3.481436986e-03,1.808477752e-02,1.154719666e-02,-5.306396051e-04,-5.445899814e-02,3.072717227e-03,-5.299554393e-02,-2.747304365e-02,4.375908151e-02,4.978460819e-02,2.866560817e-01,8.715526760e-02,-2.296091523e-03,2.785323747e-02,7.669552416e-02,9.876827151e-02,5.678891018e-02,4.547738656e-02,3.804677725e-01,1.094685569e-01,-3.816807643e-02,-4.714363441e-02,1.163432673e-01,-3.690517694e-02,-3.333521634e-02,5.573351681e-02,-3.024633229e-02,1.456441730e-01,2.738229930e-01,1.822583228e-01,-2.568704449e-02,-2.583675832e-02,2.853599750e-02,6.862273067e-02,-4.153008759e-02,1.861133613e-02,1.982549392e-02,1.463156287e-02,-4.173274711e-02,-1.296701096e-02,3.464773181e-04,6.993992627e-02,3.304925561e-01,2.776318491e-01,1.431595441e-02,9.724309295e-02,1.926751882e-01,1.381328702e-01,-3.556035161e-01,4.722295702e-02,5.016646385e-01,1.326510757e-01,-7.485384941e-01,-3.038311005e-01,9.089569002e-02,-6.585131288e-01,2.219031192e-02,4.739724845e-02,-1.741156355e-02,1.078983694e-01,3.205606639e-01,1.024759293e+00,-4.165449739e-01,-5.429366138e-03,6.013295427e-02,-9.279649705e-02,2.253874242e-01,-6.334734708e-02,-7.004022598e-02,-3.712591901e-02,1.405099500e-02,-4.192888364e-02,1.573836431e-03,8.784979582e-02,3.012315035e-01,1.259615868e-01,3.525418043e-02,3.254249692e-02,7.144594938e-02,1.145788580e-01,-1.487371027e-01,4.593076557e-02,4.267132580e-01,1.217123419e-01,-3.508206829e-02,4.080370441e-02,1.920168400e-01,-1.774789393e-02,-3.352443129e-02,1.406012028e-01,1.218852773e-02,9.683936089e-02,3.438248038e-01,1.340073794e-01,-4.677623510e-03,-5.863944814e-02,3.007143922e-02,-8.771454543e-02,4.589487240e-02,-4.160305485e-02,-6.917712092e-02,2.772762626e-02,5.846351851e-03,-4.343351722e-02,1.346024275e-01,1.466186792e-01,3.181284070e-01,3.147825897e-01,-3.136819974e-02,1.936537772e-01,1.426734477e-01,2.295432538e-01,-3.066250384e-01,1.476497948e-01,4.861632288e-01,1.334434748e-01,-7.770969868e-01,-2.830856740e-01,2.677124143e-01,-7.143022418e-01,3.017743118e-02,2.758956254e-01,-8.411399089e-03,2.542347610e-01,4.880592227e-01,9.674997926e-01,-4.770429134e-01,-6.499421783e-03,1.677001710e-03,-6.652252376e-02,2.709866166e-01,-2.604174241e-02,-1.912524551e-01,6.026232988e-02,3.735378757e-02,-1.373788062e-02,-2.138542384e-01,-2.860053182e-01,-3.777353466e-01,-4.359814823e-01,9.712434374e-03,-2.455839068e-01,-8.160534501e-02,-4.239673018e-01,-1.378649622e-01,-2.639477253e-01,-4.347802401e-01,-1.278613359e-01,2.637163550e-02,3.743027896e-02,-3.188027442e-01,2.211985923e-02,-4.120949656e-02,-4.719630182e-01,-3.371091560e-02,-5.192472935e-01,-4.281022251e-01,-2.096307278e-02,-1.963965967e-02,-1.887914166e-02,-1.440929919e-01,-2.004261315e-01,-2.439650595e-01,-7.575783879e-02,-3.135363385e-02,-7.098853122e-03,-2.616802463e-03,-2.195897885e-02,-5.230826885e-02,-3.266757354e-02,-2.238697559e-01,-2.043588161e-01,-1.386866160e-02,-6.390862912e-02,-1.145412251e-01,-1.057769060e-01,1.441257726e-02,1.325077261e-03,-3.269378543e-01,-1.162451431e-01,4.584487677e-01,1.574290842e-01,-1.478450894e-01,3.612291515e-01,-4.872821271e-02,-1.495062262e-01,-5.388127267e-02,-9.414783865e-02,-2.493526489e-01,-7.364023328e-01,1.875819862e-01,-6.160350051e-03,-6.021396443e-02,-3.060593084e-02,-1.870157868e-01,3.876756877e-02,7.143480703e-03,4.159257933e-02,-2.589280531e-02,-8.284578798e-04,-8.410540968e-02,-3.549854085e-02,7.967241108e-02,-8.205813356e-03,-1.023921883e-03,-2.670229226e-02,1.912126318e-02,5.389271770e-03,1.723902076e-01,-1.172235142e-02,6.236102805e-02,3.468178213e-02,1.414947361e-01,8.160826564e-02,1.117684320e-01,1.103917956e-01,4.590428993e-02,3.977629542e-02,-3.051644890e-03,2.044921741e-02,1.226553768e-01,2.972299792e-02,1.445834488e-01,-1.033711340e-02,2.117461711e-02,3.085792437e-02,-5.924840644e-02,2.758261934e-02,1.249973029e-01,-8.463500440e-02,-4.226859286e-02,4.604324326e-02,-5.546444282e-02,4.751928500e-04,-4.561370984e-02,-5.405161902e-02,-3.209679574e-02,-5.560569838e-02,-4.562859610e-02,-3.958403319e-02,2.551203966e-01,-9.088495746e-03,-9.842790663e-02,-7.871798426e-02,4.448664188e-01,1.636898816e-01,-6.389801204e-02,4.382971227e-01,2.903446322e-03,-1.190797921e-04,-3.822907340e-03,-5.190503784e-03,-6.525621563e-02,-3.906948864e-01,2.138343900e-01,-2.206566744e-02,-6.972625386e-03,3.969984502e-02,-2.034661919e-01,-7.589734159e-03,7.393177599e-02,3.909828607e-03,1.356200594e-02,3.988920897e-02,3.006647155e-02,-7.163851988e-03,-3.579897806e-02,-2.185147814e-02,-2.760915831e-02,1.750519965e-03,9.586377069e-03,-7.003436983e-02,2.309707738e-02,5.588964745e-02,-1.174402982e-02,-8.181110012e-09,2.349035116e-03,-2.559972368e-02,2.018122468e-03,2.155511769e-09,1.698447019e-02,-1.463486627e-02,1.102739014e-02,5.814617872e-02,-5.251325294e-02,6.672471464e-10,-4.056560807e-03,1.888821833e-02,4.147426225e-03,-4.189090058e-02,6.747830295e-09,-3.226302192e-02,-5.305833550e-09,1.810997725e-03,3.141184202e-09,9.737526998e-03,-1.477140561e-02,-1.057882048e-02,-3.114749864e-02,1.729238778e-02,-1.150840893e-02,-1.820763014e-02,8.007892127e-10,4.263071716e-02,1.314107515e-02,-1.714157127e-02,1.997776702e-02,-3.367299959e-02,-1.621490717e-02,4.239316285e-02,3.244908527e-02,-1.897306740e-02,-4.442030743e-09,3.533424111e-03,-2.998927608e-02,5.632218346e-02,-2.799241245e-02,-4.263144732e-02,1.347996667e-02,2.534321323e-02,-1.684943214e-02,1.453033693e-09,9.095936082e-03,-1.102503669e-02,2.952511655e-03,3.688971326e-02,-3.069763258e-02,-8.431280032e-03,-2.135995310e-03,-7.872051001e-02,-3.566208854e-02,-2.122668773e-01,-1.859604614e-03,-8.209281415e-02,-1.036214679e-01,-1.001781076e-01,3.821071088e-01,-3.845263645e-02,-1.867737919e-01,1.184021756e-01,-2.269610018e-01,-8.712964505e-02,-2.236004323e-01,-1.469474435e-01,7.793221623e-02,-1.363038123e-01,-4.357091675e-04,-1.332236379e-01,-2.923216224e-01,-1.423107684e-01,-4.873859882e-02,-3.682994517e-03,1.412772574e-02,-3.115265258e-02,-1.685285419e-01,-9.217505343e-03,-4.392303992e-03,-1.417408586e-01,2.467247471e-02,7.756118476e-02,-3.661848605e-02,5.748224445e-03,-2.326303124e-01,-2.403854281e-01,-3.454296617e-03,-8.888380229e-02,-1.270479560e-01,-6.076983362e-02,5.443758368e-01,-7.255628589e-04,-3.354983628e-01,-9.255575389e-02,7.413218021e-01,2.738668323e-01,-6.126036495e-02,7.364695668e-01,1.055587549e-02,-8.341811597e-02,-2.889730409e-02,-2.591738105e-02,-3.001420796e-01,-1.004267812e+00,4.258123934e-01,4.712494928e-08,-1.300132424e-01,1.319573969e-01,-2.413314879e-01,2.761655860e-02,1.630031168e-01,-1.953588799e-02,-1.459137129e-04,1.666528732e-01,2.254964970e-02,-6.794554647e-03,7.810953662e-09,8.099470288e-03,1.960010827e-02,3.771088668e-04,4.739156459e-03,8.275547996e-03,-2.615440451e-02,2.011896297e-02,6.764394378e-09,-1.738610305e-02,1.250305015e-08,2.485454641e-02,3.073672950e-02,-3.313194588e-02,5.518633407e-03,2.328428812e-02,3.837736789e-03,3.129009530e-02,1.137348823e-02,2.439893037e-02,-3.318177164e-02,3.307139874e-02,1.226287894e-02,4.164534495e-09,8.461437374e-02,-2.273596078e-02,1.538485847e-02,9.468877688e-03,4.991932586e-02,4.362686537e-03,-2.611055039e-02,3.817837313e-02,7.875458508e-09,-1.101924758e-02,8.701481856e-03,8.855612017e-03,-1.169612166e-03,9.678132832e-03,4.710991681e-02,6.602781359e-04,-4.520851653e-03,-3.765986487e-02,6.913773250e-03,2.354791760e-02,8.626259707e-10,8.393892087e-03,2.347106673e-02,-1.714988798e-02,2.637263946e-02,-4.443046451e-02,-4.442139342e-02,2.504565000e-09,-1.148399897e-02,2.701328835e-03,-5.948981308e-09,-8.159753866e-03,-6.197680719e-03,-6.493718177e-02,-1.392563060e-02,-2.398858964e-02,2.930354182e-09,4.342229664e-02,1.268427912e-02,-4.210646078e-02,-2.508899197e-02,-1.998392493e-01,-5.132703483e-02,-1.915999353e-01,-7.181608677e-02,-1.173422784e-01,-6.754007936e-01,-8.853560686e-02,-4.476090521e-02,5.332204513e-03,3.933187723e-01,8.641439676e-02,-2.178299427e-01,3.607191145e-01,3.603916988e-02,-1.277314872e-01,-8.698644117e-03,-1.335209459e-01,-2.539511025e-01,-3.505469859e-01,2.019287050e-01,2.711460553e-02,5.585810542e-02,-1.194618419e-01,-2.994489074e-01,-3.767647315e-03,1.183917373e-01,1.276705116e-01,-5.087181926e-02,-1.172011048e-01,-5.726825446e-02,-2.291900665e-02,-9.566751122e-02,-3.881758079e-02,-9.244407411e-04,-8.691746742e-02,-9.780983627e-02,-1.976138912e-02,-3.600156307e-02,-8.290263265e-02,-3.486198187e-02,-2.833069488e-02,2.397463024e-01,6.310636550e-02,-1.216675118e-01,2.564671040e-01,-2.972446755e-02,-7.217570394e-02,-3.989098385e-09,-7.250011712e-02,-1.279903501e-01,-2.669472396e-01,1.600373685e-01,1.997183077e-03,-2.116730250e-02,3.496859455e-03,-1.210520193e-01,-3.015728180e-05,6.565718353e-02,6.510536652e-03,2.171964571e-02,-4.431336373e-02,1.100453734e-01,9.431158006e-02,1.519848853e-01,1.251169890e-01,-4.574676603e-02,2.646798454e-02,2.665002830e-02,1.765511781e-01,-3.428945318e-02,1.451521069e-01,1.933688670e-01,-1.155211823e-03,-6.228603423e-02,-3.336871788e-02,1.704246402e-01,-7.911586016e-02,-3.028127737e-02,1.487516165e-01,1.480693556e-02,1.809505075e-01,2.210352570e-01,2.588205934e-01,-4.320875555e-02,4.293449968e-02,-7.595346868e-02,-2.146252990e-02,1.104613245e-01,1.298248395e-02,-4.849198461e-02,-3.843169892e-03,-1.493422023e-04,-3.610864654e-02,4.643483832e-02,-1.130321156e-02,8.506839722e-02,9.822403640e-02,1.513179298e-02,1.029566629e-03,5.788965896e-02,8.327304572e-02,-1.352746934e-01,2.084448375e-02,1.514523476e-01,6.177569181e-02,-2.825333476e-01,-1.172204614e-01,8.084577322e-02,-2.750686705e-01,1.213338459e-03,9.327138960e-02,-2.869850583e-02,9.954161942e-02,1.490342915e-01,4.212950170e-01,-1.734643281e-01,1.591247845e-08,1.419436838e-02,-2.693246491e-02,6.564769149e-02,-2.646865556e-03,-3.473006934e-02,-4.941181466e-02,1.269590948e-02,2.496742830e-02,-7.968291640e-02,-1.608119011e-01,-1.585393250e-01,-2.983024418e-01,-1.444049273e-02,-1.865324080e-01,-4.816591740e-02,-3.397172689e-01,-2.548387647e-01,-2.403991967e-01,-4.447599947e-01,-4.886199161e-02,-1.953219995e-02,1.954333112e-02,-3.342543840e-01,2.400470525e-02,-2.498960868e-02,-3.457277119e-01,-5.127845332e-02,-3.679833114e-01,-4.959854484e-01,-8.287430555e-02,-2.458677627e-02,-5.179744586e-02,-1.035183966e-01,-5.962492153e-02,-2.290146649e-01,-3.423082456e-02,-7.847909629e-02,9.858712554e-03,-8.126065950e-04,-4.843134061e-02,-5.979126692e-02,-2.227805182e-02,-1.242203191e-01,-1.290939301e-01,5.846981704e-02,-7.741256803e-02,-7.466568053e-02,-5.325259641e-02,1.280938238e-01,-2.325195633e-02,-2.535302043e-01,-1.050499007e-01,4.520816505e-01,2.330527157e-01,-9.332732856e-02,4.644075632e-01,1.425021049e-02,-1.195662543e-01,-4.708197340e-02,-5.405913293e-02,-1.450124681e-01,-6.038294435e-01,3.051928878e-01,-2.509012120e-03,-1.107218340e-01,4.988027364e-02,-1.786538959e-01,4.348945338e-03,7.454562932e-02,8.041307330e-03,-9.121211478e-04,1.204733457e-02,4.110889882e-02,-4.909205716e-03,1.778768748e-02,2.708835527e-02,-1.883329637e-02,-4.740636051e-02,-1.141053624e-03,-4.271810874e-02,3.173852339e-02,6.521161180e-03,-5.567553453e-03,-7.161861658e-02,-8.428898640e-03,2.160071582e-02,-1.593854837e-02,-1.595990546e-02,5.639059097e-02,-4.117282480e-02,7.788579911e-02,6.034213573e-09,-1.150380634e-02,-1.450978965e-02,3.130230680e-02,5.384293944e-02,1.682709437e-03,-3.260539472e-02,-1.472568698e-02,-3.556983545e-02,-7.794312201e-03,-1.466352120e-02,-4.620419443e-02,-7.241267012e-04,-1.157503575e-02,-2.600792423e-02,1.999980584e-02,-7.412231062e-04,3.697372228e-02,1.542836241e-02,-3.673573211e-02,8.610293269e-03,-2.038583346e-02,5.647840444e-03,-1.473029144e-03,-5.859000608e-03,-5.775183905e-03,-1.158656925e-02,2.146050707e-02,6.377849786e-05,-1.905484125e-02,1.491931966e-03,5.013896152e-03,4.764328245e-03,6.015550345e-02,1.375109360e-09,-2.754703909e-02,-5.566153675e-03,-5.178911984e-02,3.844486782e-03,3.403675556e-02,-5.437008664e-02,3.386805947e-09,1.915867813e-02,1.792230643e-03,-1.606498286e-02,-3.293948621e-02,4.430760203e-09,-7.963059545e-09,-4.865573347e-02,-3.432923928e-02,-1.489930786e-02,5.933994185e-09,-3.343326598e-02,2.522156574e-03,-5.457290635e-02,1.105014887e-02,-7.540347986e-03,1.362079289e-03,-2.415901050e-02,-3.794603298e-09,2.535286173e-02,7.184559479e-03,1.096672844e-03,-3.720002621e-02,1.476243045e-02,2.795948088e-02,3.706029430e-02,-4.476883914e-03,3.317403421e-02,1.258828305e-02,2.232616208e-02,-2.785730313e-09,2.498997189e-02,6.726404279e-02,-4.539413005e-02,5.239836499e-02,3.811521083e-02,8.089862764e-03,-4.916238971e-09,-5.805968121e-02,3.216459416e-03,7.284727413e-03,6.729446817e-03,-3.266739100e-02,-5.302407846e-09,1.606294699e-02,1.009028964e-02,-5.628678482e-03,7.584960759e-02,-5.259849597e-03,3.925033286e-02,2.987737069e-03,-4.317700863e-02,-1.649414003e-02,8.263070136e-03,-6.211565807e-03,-4.114418104e-02,-3.739704937e-02,-3.060062230e-02,-6.349201165e-09,-4.833648447e-03,-5.082126334e-02,4.829172418e-02,-9.145959280e-03,-2.619578503e-02,-2.809640719e-03,6.650495710e-09,-9.562388994e-03,2.079912461e-02,-1.151166335e-01,-1.573254615e-01,-2.567810714e-01,-3.662166297e-01,-5.353596061e-02,-2.132852077e-01,-1.970845461e-02,-3.274265528e-01,1.714568771e-02,-1.538218409e-01,-3.601107001e-01,-2.327074856e-02,1.238162145e-01,4.814877734e-02,-3.038052619e-01,8.563151211e-02,-6.290507317e-02,-3.565158248e-01,1.755396836e-02,-2.734723687e-01,-4.145552516e-01,-9.325740486e-02,8.138976246e-02,2.443316393e-02,-5.333198607e-02,7.431808114e-02,-2.843944430e-01,2.405769192e-02,6.064097211e-02,-3.728194535e-02,-5.687885359e-02,-4.447222222e-03,8.969736286e-03,7.979776710e-03,-8.184482157e-02,-1.117186174e-01,-1.172833238e-02,-4.949237034e-02,-2.060929313e-03,-6.240455061e-02,3.784221830e-03,-1.065035351e-02,-1.411698610e-01,-4.022789001e-02,1.486689150e-01,4.057228193e-02,-4.662846774e-02,1.350312531e-01,3.482434154e-02,4.144486785e-02,1.812327839e-02,-4.730689153e-02,-1.440909952e-01,-2.508231103e-01,3.048530221e-02,1.001166180e-02,-3.860673308e-02,-4.238694534e-02,-4.920016229e-02,7.884376682e-03,-4.670172185e-02,-1.012311038e-02,-3.474342171e-03,-1.978057809e-02,3.420273587e-02,5.348504987e-03,3.072447330e-02,-5.216487683e-03,4.318421707e-03,5.076562986e-02,-6.623565219e-03,-4.404941946e-02,-5.068403482e-02,6.960320320e-09,4.173000529e-02,1.941137016e-02,2.880531549e-02,-2.903264761e-02,1.115332358e-02,-5.804918334e-02,-4.352787137e-02,-2.457087394e-03,3.856902942e-03,-2.205595374e-02,3.669212759e-02,-1.059084432e-03,1.287224330e-02,9.736449458e-03,-1.059388462e-02,3.447000310e-02,1.149878926e-06,-2.001502365e-02,-7.173146521e-09,-7.177583873e-03,-1.682087407e-02,-4.274404794e-02,-3.703521565e-02,-5.797340069e-03,-2.858052403e-02,-1.884186640e-02,-3.490337403e-03,-3.527052328e-02,-2.713859826e-02,-2.821196616e-02,-1.368982345e-02,1.250436902e-02,-6.655023899e-04,2.427126048e-03,2.209945396e-02,-3.360433265e-09,-4.667549580e-02,-4.977465142e-03,-3.201596811e-02,8.516649716e-03,-1.021784346e-08,-2.848805487e-02,2.480587550e-02,8.813851513e-03,-5.518601392e-04,2.859620005e-02,-4.559301212e-02,-4.955956712e-03,3.519091685e-10,-2.257980025e-09,-3.874278336e-04,-1.473272406e-02,1.217570156e-02,1.002979991e-10,-8.321618079e-04,1.231241226e-02,-3.455525031e-03,-6.890202872e-03,-2.986713499e-02,3.270689398e-02,-1.195077971e-02,-7.906646468e-03,2.782461699e-03,-5.116330087e-02,1.581578702e-02,-2.329615504e-02,-4.880852997e-02,3.115379438e-02,-2.447214350e-02,4.814301617e-03,-2.733506635e-02,-5.389341339e-02,-3.200977705e-09,-3.694814816e-02,-7.862656377e-03,2.153231390e-02,2.284357511e-02,1.709984057e-02,-2.785383537e-02,6.518509984e-02,4.762898964e-09,1.879088394e-02,-2.250122651e-02,3.021709993e-02,8.772834553e-04,-1.972682215e-02,1.293697953e-02,-3.207333510e-09,9.376677684e-03,-3.313070536e-02,-3.351578116e-02,-9.436289780e-03,-6.482756883e-02,-2.020450868e-02,-5.322248489e-02,-6.226055324e-03,4.513700679e-02,3.233480453e-02,5.678353831e-02,8.212272078e-03,-1.198032871e-02,-1.651414856e-02,9.172265614e-09,2.363721840e-02,2.145809866e-02,3.785538549e-09,-2.034072764e-02,3.886772320e-03,-2.915919200e-02,-4.756649956e-02,-6.999841332e-02,3.615855426e-02,-2.441218868e-02,1.435925253e-03,-4.795882851e-02,-4.979073256e-02,1.864384674e-02,6.032273792e-09 +biases1 = -8.611585945e-02,-1.686460525e-01,-3.456985205e-02,-1.600832343e-01,-4.431908019e-05,-3.599319607e-02,-5.520229042e-02,-2.513086200e-01,5.053840950e-02,-1.261933893e-01,-1.604532450e-01,-5.849345401e-02,5.485522151e-01,1.502583772e-01,-1.822891086e-01,4.306553006e-01,-2.721251547e-02,-2.505216002e-01,4.247682591e-05,-2.366791368e-01,-1.832883507e-01,2.886827588e-01,2.805524468e-01,-2.625775232e-04,-9.751635790e-02,1.918072999e-01,-1.244993508e-02,5.433843285e-02,5.949779972e-02,2.515592799e-02,-2.314157411e-02,-2.053542249e-02 +weights2 = 2.635693252e-01,3.087795675e-01,3.604151309e-01,4.268014133e-01,-1.497568004e-02,3.177539110e-01,1.445299685e-01,3.554539680e-01,-3.369419575e-01,3.544658124e-01,5.116104484e-01,1.734782904e-01,-4.045895934e-01,-1.484432966e-01,3.492930830e-01,-3.700953722e-01,7.721493393e-02,5.088720322e-01,-3.326362348e-04,4.206683338e-01,4.162072241e-01,6.840790510e-01,-2.330903560e-01,4.303324036e-03,1.544633061e-01,-1.652810127e-01,4.394339025e-01,-5.763592944e-02,-1.082389951e-01,-9.639506787e-02,5.515954643e-02,-6.762143224e-02 +biases2 = 3.081077039e-01 diff --git a/params/D00116.001.txt b/params/D00116.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..49444dd2771a8a70b8d98774d3ffe9ca3ed8d640 --- /dev/null +++ b/params/D00116.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -9.030967618e-08,-1.556738559e-02,-2.591787052e-08,2.457029000e-02,-6.027238442e-08,8.443115652e-02,-6.770847438e-09,-2.295721471e-01,-7.807809860e-02,-1.827046275e-02,-7.582770678e-08,-1.620276272e-02,-7.864238682e-08,-1.653257944e-02,-1.064366568e-02,1.378047187e-08,1.125798832e-08,7.661244366e-03,-9.082344832e-08,-4.099258035e-02,5.565368610e-08,1.208270714e-02,-1.105014036e-08,-2.521812022e-01,1.849468239e-02,-7.241821289e-02,1.401665628e-08,-1.854190021e-03,1.121871378e-07,-3.338789567e-02,1.359818038e-02,-1.131050453e-08,5.700337269e-08,-9.789334983e-02,6.554243726e-08,-2.803089563e-03,-3.416673167e-08,-1.484006941e-01,3.009864713e-08,-4.214099646e-01,3.372837324e-03,-9.009406716e-02,-3.768914780e-08,1.538672391e-02,8.760592607e-08,2.485097758e-02,1.948714443e-02,-6.510036599e-08,-1.879846678e-08,-8.626894653e-02,-2.955182055e-08,-1.623404175e-01,7.465381202e-08,-9.125623107e-02,1.518089476e-08,6.811921597e-01,-1.403724998e-01,-1.603210345e-02,9.200809359e-08,-1.722967923e-01,7.718099937e-08,-1.044050157e-01,-9.953933209e-02,-6.650334683e-08,-8.342900060e-08,1.378229819e-02,-8.631713400e-11,6.828044541e-03,8.031577181e-08,-1.951581333e-03,4.477765003e-08,5.789846778e-01,-2.011178061e-02,3.426943719e-02,-6.422903454e-08,-4.243065417e-02,8.426675180e-08,-3.318160772e-02,-9.031990543e-03,4.881051563e-09,-2.321615256e-08,-1.953435130e-02,4.221683625e-08,-4.092335328e-02,6.002623110e-08,-7.577776909e-02,-1.774868252e-08,-4.357154965e-01,-5.118890479e-02,7.221886422e-03,5.142218651e-09,4.185555503e-02,4.591512592e-08,2.142092027e-02,2.194457501e-02,-5.886251486e-08,-1.615054401e-08,-7.557961345e-02,6.131628982e-09,-3.483755514e-02,-8.840870436e-08,-1.367453020e-02,-5.786198187e-08,-4.754435271e-02,-5.377073959e-02,-1.503977031e-01,-8.266385976e-08,-1.489691995e-02,-9.058196326e-08,7.004757877e-03,-3.417005390e-02,2.940107890e-08,-2.739609783e-08,-9.546943754e-02,-4.457903913e-08,-7.950107753e-02,9.003568380e-08,-2.777208015e-02,3.918609082e-08,-3.143789768e-01,-2.593093365e-02,-1.281964779e-01,-3.756807487e-08,-9.118842334e-02,2.260927801e-08,-1.306162924e-01,-4.557400942e-02,4.788741137e-08,2.452267722e-08,4.384422302e-02,-6.461073809e-08,-1.716486551e-02,-4.575966273e-08,7.903538644e-02,-5.191119001e-08,7.128331065e-01,-4.879848566e-03,6.686100364e-02,1.659584115e-08,-4.034719616e-02,-5.256880442e-08,-1.021183282e-01,-9.871115908e-03,-9.097678344e-08,-3.710300689e-08,6.526122801e-03,1.528845672e-08,-3.203267604e-02,-2.270921584e-08,5.773660261e-03,4.078502158e-08,-2.904772758e-01,-4.259404913e-02,-2.508819662e-02,6.139032394e-08,6.222314015e-02,8.286299646e-09,6.062580645e-02,-1.335842162e-02,-1.779472569e-08,4.926408792e-08,-5.636084825e-02,6.788265239e-08,2.374213375e-02,7.980459316e-08,-1.621684581e-01,-2.918142616e-09,-3.366197944e-01,-4.651375860e-02,-1.499736011e-01,-1.107444234e-07,-3.937117010e-02,4.240762053e-08,2.608802356e-02,-3.271096572e-02,5.751970900e-09,-3.887287647e-08,-1.642654240e-01,7.605834185e-08,-1.384553909e-01,2.438319058e-08,-7.674463093e-02,5.378383605e-08,-3.047667742e-01,-1.007238626e-01,-1.204329208e-01,-4.638107143e-08,-8.026309311e-02,-6.924497598e-08,-1.620843261e-01,7.669749670e-03,7.043417849e-09,-1.341800981e-08,3.410043195e-02,-2.907144392e-08,-1.947337762e-02,3.546592708e-08,-1.930902340e-02,-5.353064125e-08,9.430170059e-02,8.468811400e-03,1.221147738e-02,6.187989232e-09,-4.120718315e-02,1.112509267e-07,-1.186237633e-01,1.514366828e-02,5.670286995e-08,4.500518358e-08,-1.192669868e-01,-8.346569302e-08,1.325055212e-02,7.221150611e-08,-3.736540303e-02,-1.194595001e-07,-8.826456964e-02,-3.067072667e-02,-1.196576003e-02,2.658111953e-08,5.188697577e-02,2.224033580e-08,2.553697862e-02,-1.475396473e-02,-6.236905392e-08,-7.289877146e-08,-1.879246160e-02,-2.955786016e-08,-9.671506472e-03,1.264466931e-08,-1.671882570e-01,7.966629312e-08,-1.468272954e-01,-5.369971320e-02,-1.308516115e-01,4.068868620e-08,-7.972037047e-02,2.842810876e-09,2.344476059e-02,2.322632121e-03,1.226432715e-07,3.065056831e-08,-6.861004233e-02,-8.614755131e-08,-1.274388283e-01,1.810153094e-08,7.127407193e-02,-9.089539788e-08,-8.461409062e-02,-1.019296274e-01,-9.682828933e-02,8.688330411e-08,-2.491119877e-02,1.255016855e-07,-5.918161571e-02,-6.137301028e-02,-7.281468584e-08,3.613547506e-08,1.324763000e-01,-1.279242952e-07,-1.715531200e-02,1.445933151e-08,2.928596587e-05,-8.984877553e-08,8.620659821e-03,-1.020144764e-02,-1.275978051e-03,8.228764159e-08,-2.851370722e-02,-6.422642684e-08,-1.120349392e-01,-1.012523659e-03,3.906196966e-08,7.167362526e-08,-8.285898715e-02,-6.511159256e-08,-2.777054347e-02,-3.466172416e-08,-1.073274910e-01,-6.192213675e-08,-9.589063935e-03,-1.348230988e-02,1.414640341e-02,4.588294189e-08,8.115582168e-02,-5.630940692e-08,4.643375799e-02,2.750496939e-02,-5.082969778e-08,1.548500705e-08,-2.473697513e-01,8.936896023e-08,-1.196818985e-02,1.836090036e-08,-2.119981647e-01,-4.665514197e-08,-9.628438950e-02,-3.504908830e-02,-1.361665279e-01,5.778275636e-08,-9.961175174e-02,1.810324807e-10,2.144368924e-02,-5.403524637e-02,5.883589438e-08,9.548664082e-09,-2.967789024e-02,4.111686280e-08,-3.637836128e-02,9.136605428e-08,2.266501039e-01,-2.289309720e-08,-1.371953636e-01,-1.262575239e-01,-7.662156969e-02,-8.895428749e-08,-4.923629016e-02,5.836595562e-08,-1.062405780e-01,-2.734519355e-02,-2.152437872e-08,5.719790863e-08,-1.725652218e-01,-3.470610022e-09,3.457836807e-03,-3.458276510e-08,3.073446155e-01,-3.311122487e-09,1.189024094e-02,9.183520079e-02,3.328060359e-02,-8.234444238e-09,2.796710003e-03,4.333738701e-08,-8.551928401e-02,-2.332105796e-04,3.906970036e-08,2.833915858e-08,-1.754671931e-01,5.993222363e-09,4.293970391e-02,-5.216737975e-08,-2.048403174e-01,-2.211379080e-09,-9.860002995e-02,-1.230996288e-02,-1.485412568e-01,-3.539010507e-08,-1.477784570e-02,-2.366852936e-09,1.192651838e-01,8.124406449e-03,-7.713386196e-08,4.736638104e-08,-3.391014636e-01,7.986584905e-08,-1.322160847e-02,-7.488833376e-08,-5.253165960e-02,8.179298305e-08,-1.569675282e-03,-2.182466239e-01,-1.629268564e-02,-6.069058589e-09,-7.751448452e-02,2.454658699e-08,-1.043149680e-01,-4.598405212e-02,1.576533037e-08,1.048073131e-07,5.154302716e-01,2.857446191e-08,-2.108453959e-01,4.758052441e-08,-1.417333037e-01,-9.403991896e-08,-1.037059799e-01,-1.052368358e-01,-1.077286974e-01,1.383317283e-08,2.856759354e-03,9.775440901e-09,-6.071360782e-02,-1.806719415e-02,2.598304860e-08,-8.742802038e-08,4.242792130e-01,1.134645515e-07,-2.132713236e-02,-6.015449117e-08,4.129845500e-01,4.190442127e-08,-1.476846449e-02,-4.863621891e-01,1.400635242e-01,-1.882624190e-08,1.125779189e-02,3.893255140e-08,-8.884334564e-02,2.823565155e-02,8.480097335e-08,-3.081765509e-09,-3.299805224e-01,-1.932008775e-09,3.559318557e-02,-7.847860672e-08,-1.555063128e-01,-4.925689723e-08,-3.727305681e-02,7.580959797e-02,-5.719267577e-02,-9.392934430e-09,3.253416857e-03,3.003184190e-08,1.142805219e-01,-1.031599101e-02,2.537915123e-08,7.032774363e-08,-2.453042893e-03,-7.921077838e-08,-5.272203684e-02,5.170663897e-08,-1.649428457e-01,-9.921070898e-08,-2.173362486e-02,2.769304514e-01,-2.357569635e-01,7.176944905e-08,-7.579170913e-02,1.018382250e-07,-3.281421587e-02,-6.228763983e-02,4.656675756e-08,8.080186831e-08,-2.631209493e-01,6.663763941e-08,-9.737811983e-02,2.665885290e-08,-1.679998487e-01,7.788975864e-08,-8.853447437e-02,-1.280228496e-01,-7.894340158e-02,-3.181237673e-08,-4.365395755e-02,-7.669916613e-08,-1.140910909e-01,-2.276269346e-02,-3.137640192e-08,8.200440882e-10,5.976820588e-01,4.449225344e-08,-4.321742058e-02,-1.697517860e-08,4.175078869e-02,-2.106839503e-08,-1.600489207e-02,3.497312069e-01,-1.769746244e-01,-9.079770535e-08,1.524293516e-02,2.743563243e-08,1.954788156e-02,2.546276152e-02,-2.907836461e-08,1.877988609e-08,-2.610711753e-01,-2.771766816e-08,4.994303733e-02,-7.215944731e-09,1.041317359e-03,8.550539121e-08,-1.467073560e-01,-3.295619786e-01,-2.683803439e-01,6.951164644e-10,-8.619747125e-03,-1.215469325e-07,2.729861438e-02,-1.545944717e-03,5.594760566e-08,-3.926699321e-08,-2.771379054e-01,4.563880385e-09,4.554168787e-03,5.398982239e-08,-1.120392457e-01,-3.595885900e-08,-1.382508688e-02,-1.420836747e-01,-3.197548389e-01,-2.117961628e-08,-9.307769686e-02,3.734477261e-08,-7.344280183e-02,-4.519556090e-02,7.530571366e-08,3.645663682e-08,-2.323922366e-01,2.083034634e-09,-1.556547880e-01,-5.707278206e-08,-4.606009647e-02,-8.164181509e-08,-5.461978167e-02,-9.254032373e-02,5.542045832e-01,-6.514929396e-08,-1.205005683e-02,7.358004694e-08,-8.434112370e-02,-2.884396166e-02,-6.699560373e-08,4.330249226e-08,2.528057620e-02,-6.262042263e-08,-2.160297334e-02,-7.989398654e-08,-2.241072711e-03,-3.655905800e-08,-8.180672675e-02,-2.397292107e-01,4.667241871e-01,8.556153830e-08,3.403713927e-02,1.643773118e-08,-2.535222098e-02,2.236788906e-02,2.516481601e-08,5.842834128e-08,-5.428922176e-02,-2.431484347e-08,-3.664813936e-02,-1.867355603e-09,3.422554582e-03,-7.841828165e-08,-7.153289765e-02,-1.803729683e-01,-3.286132812e-01,-7.065677210e-11,-6.588722020e-02,4.516824603e-08,-1.654742956e-01,-5.425253417e-03,1.014993245e-08,1.083309513e-07,-1.815995872e-01,-8.807089102e-08,-7.339010015e-03,6.217668869e-08,-7.551734149e-02,-3.098601553e-08,3.280256689e-02,-2.981889844e-01,-1.186858937e-01,-1.562356022e-09,7.069688290e-03,2.100998131e-08,-4.036032036e-02,-2.799196728e-02,-1.130941740e-08,-7.602756824e-08,2.376130968e-02,6.763966098e-08,-1.074182168e-01,6.329510427e-08,-3.846794739e-02,-2.617071715e-08,-5.422418565e-02,5.287886262e-01,-2.298454940e-01,7.763613752e-08,-7.283124328e-02,-6.748683745e-08,3.665149584e-02,-5.005245283e-02,-7.451409090e-08,-2.857325399e-08,9.039605409e-02,1.974727581e-08,-2.502886951e-02,8.379382166e-08,2.255960740e-02,-1.002807437e-08,-3.815317526e-02,3.778072894e-01,5.830714703e-01,-9.103639798e-08,1.262526959e-01,-1.545759432e-08,-1.501190811e-01,-1.131884102e-02,-7.555171067e-08,4.834527445e-08,-6.996881217e-02,-2.704290125e-08,-5.196344107e-02,1.476556122e-08,-9.299355745e-02,4.693216482e-08,-7.649321854e-02,-3.184674978e-01,-2.682223022e-01,4.687948163e-08,-2.085884064e-01,-4.803287368e-08,-1.941169351e-01,7.102770032e-04,-1.100593039e-08,-1.728281074e-09,-1.021544561e-01,-1.514632686e-08,1.086463872e-02,8.339055313e-08,9.300785605e-04,-4.231802109e-08,-1.787555753e-03,-9.450796992e-02,-2.749756575e-01,-4.450326685e-08,-7.748554926e-03,2.610070027e-08,-2.468179911e-01,-4.077121243e-02,-6.465994318e-08,-4.700779499e-08,-8.420597017e-02,5.211727938e-08,-1.278875768e-01,4.548836330e-08,-5.568506941e-02,-7.472665686e-08,-1.139952540e-01,-1.552835405e-01,-2.491647750e-01,4.277131893e-08,-2.006759495e-02,-5.372906742e-08,4.935036302e-01,-7.611909416e-03,5.608855602e-08,-6.172408007e-08,1.892113127e-02,-2.613071093e-09,-2.696950221e-03,7.268183566e-08,1.570247486e-02,2.855658465e-08,-2.357527427e-02,5.706166029e-01,8.448546380e-02,-4.763258232e-08,6.976915896e-02,-5.690897353e-08,4.312638342e-01,-5.723952502e-02,3.859281605e-08,-8.330921730e-09,-9.105876833e-02,1.170582919e-08,-8.130118996e-02,-3.260240078e-08,-3.957506269e-02,-3.533380522e-08,-1.335272193e-01,-2.592427433e-01,-1.230688840e-01,2.022006385e-08,-1.344439983e-01,-1.213174983e-08,-2.372107655e-01,-1.018669829e-02,-5.051656160e-08,-6.940302910e-08,7.500600768e-04,3.618849576e-08,-3.590805829e-02,4.512318696e-08,1.118911430e-02,-3.241516922e-08,8.656911552e-02,-2.766176462e-01,-1.473754495e-01,9.919772026e-08,5.718665943e-02,8.919765548e-08,-1.494949162e-01,1.278079115e-02,7.312596040e-08,-3.037374086e-08,-1.467169076e-01,9.086956965e-08,-3.456122056e-02,-1.127125699e-07,-9.755712748e-02,-3.073390786e-08,-1.648682803e-01,-2.223163843e-01,-2.894048952e-02,-7.252351963e-08,-1.074557379e-01,1.868988164e-08,-1.416703165e-01,-5.656389985e-03,-1.083916885e-07,1.622620971e-08,1.582055911e-02,-5.555675031e-08,-2.368078083e-01,4.927422026e-08,-2.235200629e-02,4.840268630e-08,-1.284287721e-01,1.720863134e-01,6.182556506e-03,-8.784328998e-08,4.088725522e-02,7.561637005e-08,5.342211723e-01,6.873089820e-02,6.357474547e-08,6.624006232e-08,-1.619599015e-01,-8.756343561e-08,-2.173200399e-01,8.740334323e-08,-7.979380339e-02,7.262501356e-08,-1.323502790e-02,-1.629472077e-01,-9.572562575e-02,4.047611668e-08,1.148774847e-02,4.737661641e-08,-2.092698514e-01,2.431138232e-02,6.421445420e-08,2.469462412e-09,1.259743236e-02,-3.406138660e-08,-2.853687406e-01,2.191746518e-08,3.154956177e-02,-3.978932028e-08,6.322010607e-02,-1.858231723e-01,-5.451769994e-06,-4.270506437e-08,-1.083933637e-01,3.514752223e-08,-2.197871506e-01,-1.940276027e-01,8.786742001e-08,-2.539552924e-08,-7.886343449e-02,-7.245949973e-08,5.915035605e-01,1.874753508e-08,-3.618062288e-02,-3.669529747e-08,-2.128503025e-01,-4.245682806e-02,-7.114911824e-02,-7.537654767e-08,-6.718869507e-02,8.529843143e-08,-2.022068650e-01,-1.378115639e-02,-3.492879941e-08,1.834775532e-08,-9.722072631e-02,-1.711750031e-08,4.573827386e-01,7.331501450e-08,1.787177473e-02,4.089570993e-08,-2.556957603e-01,5.550822616e-02,-3.261813149e-02,9.030562609e-08,-8.069538325e-02,-5.683875060e-08,1.018556133e-01,-4.435174540e-02,7.070543595e-10,5.106345924e-08,-3.053594008e-02,-2.676170396e-08,-3.615268469e-01,-2.976640445e-08,-1.196810305e-01,7.065042240e-08,7.912562042e-02,6.387828034e-04,-1.935220957e-01,-8.887016634e-08,-1.303443015e-01,2.544768307e-08,1.704901829e-02,-2.864173800e-02,-9.132494938e-08,2.144535216e-08,4.181949422e-02,-6.431838528e-08,-2.328774482e-01,1.076045777e-07,1.221210361e-01,7.618888276e-08,1.366433501e-01,-2.702250518e-02,7.816576958e-02,6.868380353e-08,-2.056925744e-01,-8.564086329e-09,-1.451676488e-01,-6.266678870e-02,-7.103919586e-08,5.265178515e-08,-1.053427383e-01,-2.846923053e-08,-8.315436542e-03,6.063262958e-08,-1.845737100e-01,-3.213998667e-08,-2.899164855e-01,-2.532809377e-01,-1.198386475e-01,4.779019491e-08,3.620422482e-01,2.508081298e-09,-9.507716447e-02,9.025307000e-02,-8.502463089e-08,9.480366714e-09,-1.106260642e-01,-6.315822976e-09,6.220763326e-01,1.178498366e-08,-5.053179711e-02,6.778816442e-08,-3.250926733e-01,-4.843816161e-02,-3.741488233e-02,-1.144925221e-07,3.163456917e-01,3.756035483e-08,-6.840410829e-02,-1.445063390e-02,2.088696505e-08,-8.089578785e-09,-1.619161339e-03,7.851781447e-08,-2.544592619e-01,-1.761191015e-08,-1.484615169e-02,-7.306353211e-08,1.220910475e-01,7.953070849e-02,-5.162065849e-02,-1.098087665e-08,-2.076062709e-01,-8.758207315e-08,2.166988142e-02,-1.173363328e-01,-4.650633301e-08,-1.450535336e-08,2.799159288e-02,-5.442974071e-08,-2.640331984e-01,-4.330060577e-08,-5.293319002e-03,3.336067778e-08,1.641562581e-01,6.418832927e-04,1.947346888e-02,-6.798561003e-08,2.928919625e-03,-3.167528462e-08,3.033765592e-02,-1.055590287e-01,7.759874165e-08,-4.208801840e-08,-8.980529755e-02,3.641147384e-09,-2.489391267e-01,1.450720077e-08,-6.769847870e-02,-4.769802331e-08,-2.941438854e-01,-2.570564449e-01,-1.454833150e-01,-2.328374649e-08,-1.695643961e-01,-4.350412652e-08,-1.139430329e-01,2.040876001e-01,-1.892951218e-08,7.998635709e-08,1.289255172e-01,-2.998923065e-08,3.549469411e-01,-6.672499353e-08,-3.146983087e-01,6.714877543e-08,-7.702282071e-01,-5.385686085e-02,-1.880079955e-01,2.526854104e-08,4.235349894e-01,8.688361675e-08,-9.759178013e-02,2.349085361e-01,-9.848470484e-08,-3.026696049e-08,3.912072778e-01,3.482331579e-08,-2.558877170e-01,3.864592202e-08,5.334975198e-02,-6.204035685e-08,2.302542180e-01,3.121052869e-02,7.051447779e-02,8.726827616e-08,-1.657343060e-01,4.911185059e-08,6.659162696e-03,-1.205830947e-01,-3.884955291e-08,-7.522722001e-08,4.154679179e-01,1.137124173e-08,-3.366849720e-01,2.786620001e-08,6.076134741e-02,5.024598693e-08,2.992651761e-01,-1.119737700e-01,1.451105475e-01,-1.941886296e-08,-1.693334877e-01,-1.178295719e-07,4.807496816e-02,-3.225683048e-02,-5.633981459e-08,5.954261439e-08,-1.261403203e+00,6.070514313e-09,2.087941207e-02,-8.430303922e-08,3.672512621e-02,1.010187844e-08,-9.004954994e-02,-4.680216685e-02,-3.346708119e-01,8.221334724e-08,-1.425770670e-01,8.581540101e-08,-4.968418926e-02,-9.856893867e-02,-5.582536744e-08,5.066545583e-08,-9.269781411e-02,-1.285417142e-07,-5.685226247e-02,-1.285440590e-07,-3.854515851e-01,7.681763492e-08,-3.976932764e-01,-1.588835381e-02,2.158031166e-01,1.254358040e-08,2.049518749e-02,8.987751698e-08,2.919386700e-02,2.694625854e-01,-3.647830482e-08,4.470657178e-09,6.615942717e-02,7.424154802e-08,4.059567675e-02,-5.674868930e-08,3.816935122e-01,-5.227022370e-08,1.297235936e-01,-6.023582816e-02,3.878207207e-01,2.599544757e-08,-3.276465088e-02,-1.361311206e-07,-7.925374061e-02,-8.657629043e-02,8.419196718e-08,-3.353541889e-09,2.431223914e-02,-7.084177867e-08,-1.060615629e-01,5.909454615e-08,3.543190956e-01,-4.114944829e-08,1.276025325e-01,-8.239996433e-02,3.810997605e-01,-5.626983679e-08,-6.111225858e-02,-3.392580794e-08,-5.343951285e-02,-9.745824337e-02,7.532425883e-08,-8.612530422e-08,-2.808688283e-01,6.884978632e-08,-3.178686649e-02,1.596254151e-08,-5.377508402e-01,-3.139369653e-08,-1.901723444e-01,-4.297057539e-02,-1.387409925e+00,6.748293657e-08,-2.180334739e-02,1.894942397e-10,-9.568639100e-03,-9.034799039e-02,1.446548481e-08 +thresholds = -1.124616902e-04,-1.153309703e+00,-4.606207658e-04,-1.049418688e+00,-2.076015226e-04,-7.465512156e-01,-1.027653125e-04,-1.339213848e+00,-1.213387132e+00,-1.307193160e+00,-2.009826130e-04,-6.626690626e-01,-3.225845285e-04,-8.463239670e-01,-3.217970729e-01,-5.898498348e-04 +weights1 = 8.697097655e-04,3.410810314e-04,6.764161587e-01,1.141324863e-01,1.084646443e-03,3.029569634e-04,4.213518500e-01,1.191660538e-01,1.522983512e-04,2.545745299e-12,6.667490005e-01,4.817118868e-02,5.873006303e-04,-1.382584160e-04,7.616352439e-01,1.107263044e-01,6.511834264e-01,9.708906710e-02,7.918068171e-01,1.190336794e-01,7.914192975e-04,4.911782162e-05,3.930667043e-01,5.795789883e-02,1.657077228e-04,-5.815619514e-11,4.184612632e-01,8.532452583e-02,3.532581329e-01,-1.426196657e-03,1.355445827e-03,1.379443760e-12 +biases1 = -3.095662296e-01 +weights2 = +biases2 = diff --git a/params/D00117.001.txt b/params/D00117.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a529fa834f45cce6488a766192500dcaf611400 --- /dev/null +++ b/params/D00117.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.719696462e-01,6.878333539e-02,-1.583915055e-01,-3.534753919e-01,8.537113667e-02,1.744657755e-01,1.256880350e-03,2.071197517e-02,-1.266466975e-01,-1.268307865e-01,-5.758146197e-02,-6.578329206e-02,-3.184514940e-01,-4.579979926e-03,8.281943202e-02,-2.891746461e-01,2.573679984e-01,-1.505968869e-01,-1.861061752e-01,2.584746480e-01,-4.306096211e-02,-1.675111353e-01,-1.343269832e-02,-4.378506914e-02,2.724657655e-01,1.992771924e-01,-6.724090781e-04,-4.795194417e-02,1.980092824e-01,8.322916180e-02,-1.430026740e-01,1.206331998e-01,-2.979752719e-01,-9.525293484e-03,-1.068084762e-01,-1.231643707e-01,-2.862693369e-01,-1.389558911e-01,-4.916082323e-02,-2.462488711e-01,-3.496561348e-01,-1.773139238e-01,-1.498121768e-01,6.744655967e-02,-4.959383905e-01,-1.256832182e-01,-2.995996177e-01,7.144847512e-02,6.655978411e-02,2.720727026e-02,2.681086585e-02,-8.801295608e-02,5.004995689e-02,7.523185760e-02,8.766024373e-03,3.764310852e-02,5.980487168e-02,-4.991256818e-02,2.437902149e-03,-2.545034140e-02,1.210456043e-01,-4.639159888e-03,9.315618873e-02,-2.582174726e-02,-9.551597387e-02,1.879089884e-02,-7.199315727e-02,-3.147152662e-01,6.325693429e-02,-9.704214334e-02,-1.228025090e-02,1.897610575e-01,-1.074031964e-01,1.339021418e-02,2.143519372e-02,1.286658049e-01,-2.659483552e-01,-2.702980116e-02,-2.249027491e-01,-1.768516451e-01,-6.777707487e-02,-8.825755864e-02,-7.040730119e-02,7.363441586e-02,-6.265009195e-02,-1.508306265e-01,5.317612085e-03,-8.162222803e-02,-1.457524672e-02,1.535513438e-02,-4.702321440e-02,-2.502049804e-01,2.079436323e-03,-4.868482798e-02,3.710293472e-01,6.850590557e-02,-1.693366468e-01,6.363859773e-02,-2.048264891e-01,8.973760158e-02,-2.824273407e-01,2.652591467e-01,-5.278115720e-02,-3.705996275e-01,1.758149117e-01,-9.037023038e-02,-1.002696976e-01,-1.637587994e-01,-1.781499982e-01,-4.949437454e-02,-3.108187616e-01,8.255306631e-02,8.653632551e-02,-5.824051425e-02,-7.737889141e-02,-1.549008042e-01,8.781996369e-02,-7.418064773e-02,7.184425369e-03,3.065230697e-02,-1.978905201e-01,-9.310141951e-02,-7.980933040e-02,2.135097235e-01,-5.310684070e-02,7.357116044e-02,-1.017211750e-01,-9.711211920e-02,5.350384489e-02,1.999233216e-01,7.416589186e-03,-5.416728556e-02,-2.695087194e-01,-2.242746055e-01,-2.763726935e-02,8.358588070e-02,8.450771868e-02,8.120848984e-02,5.663378164e-02,-1.025084406e-01,-1.722205877e-01,7.335900515e-02,-2.229072154e-01,-2.667245269e-01,6.670446694e-02,-1.835460067e-01,1.012260988e-01,-2.815525830e-01,3.292519748e-01,6.718850881e-02,2.132127993e-02,3.777199611e-02,-3.224355280e-01,-1.914786398e-01,6.853006198e-04,-2.029375881e-01,5.420777947e-02,-9.013601579e-03,8.368871361e-02,1.522440761e-01,-3.053926826e-01,-1.204496250e-01,-3.921693861e-01,1.291206665e-02,-2.092864662e-01,1.691060662e-01,-3.100262396e-02,-3.213169277e-01,-7.266498357e-02,-1.961805820e-01,-2.020027786e-01,3.364470601e-01,-2.701176405e-01,-1.372371167e-01,-4.648267105e-02,1.090976596e-01,-6.090298295e-02,3.988735750e-02,-1.409913003e-01,1.668650098e-02,-4.440224543e-02,-6.883135438e-02,-1.522977371e-02,-3.178994730e-02,1.665948480e-01,1.516576558e-01,-6.099362671e-02,-1.028127968e-01,-1.069832519e-01,2.120248415e-02,-8.074858785e-02,-1.174871475e-01,-1.515033543e-01,-1.676975787e-01,-3.198537529e-01,1.267274320e-01,-2.512452304e-01,-1.393861026e-01,-4.400029778e-02,-1.449486166e-01,8.928538114e-02,3.851169720e-02,-7.617083937e-02,-1.843788922e-01,-1.754749715e-01,7.141175866e-02,-7.277010381e-02,-2.218944281e-01,1.197146699e-01,-1.820047945e-01,-8.259478211e-02,-1.287703961e-01,1.112291589e-01,-2.578080818e-02,3.114408115e-03,1.859253049e-01,5.911286175e-02,2.883627452e-02,5.031813681e-02,-1.064788550e-01,5.935169384e-02,-4.145864770e-02,-1.181455404e-01,7.850944251e-02,-2.099742591e-01,3.080077171e-01,-5.315827206e-02,-2.139464319e-01,1.312046051e-01,7.913851738e-02,9.870124981e-03,-3.367381990e-01,-2.966048717e-01,-1.293533593e-01,-1.754561216e-01,3.043454289e-01,-3.871723413e-01,-8.357030898e-02,-1.326108873e-01,1.769151390e-01,-4.236266483e-03,-2.239565551e-02,3.119490109e-02,-9.019170702e-02,-1.850243807e-01,2.933062613e-02,-2.150452323e-02,6.398338825e-02,4.128236324e-03,-9.281009436e-02,-4.383180290e-03,-8.523505181e-02,8.145608008e-03,1.966226613e-03,5.691927671e-02,-1.563867182e-01,-1.247075479e-02,-2.043514401e-01,-1.174950600e-01,4.656994343e-02,-8.817560226e-02,6.539733708e-02,-1.292798016e-02,-2.009212971e-01,3.905985272e-03,-9.103577584e-02,1.089757830e-01,-1.517000943e-01,-3.955995664e-02,-3.352009691e-03,-1.385607421e-01,-2.222584039e-01,-6.512697041e-02,-6.298437715e-02,-6.343619525e-02,-1.616950333e-02,-3.353698552e-02,-1.305128634e-01,-3.256076202e-02,1.093177199e-01,3.490206599e-02,-2.094903588e-02,3.130359948e-02,-3.178215399e-02,5.655873567e-02,-7.801630069e-03,-4.676038399e-02,1.330941916e-01,-2.502776682e-01,1.464116722e-01,-1.981607080e-01,-4.100895524e-01,-4.242668394e-03,-2.331068739e-02,6.890511140e-03,-8.964725584e-02,-1.487267315e-01,-1.143595874e-01,-3.355129659e-01,1.014444456e-01,-4.524783790e-01,-7.792511582e-02,-5.380574241e-02,4.824760184e-02,8.182509989e-02,5.684518814e-02,-4.536234215e-02,7.354371250e-02,-6.798562407e-02,3.153051808e-02,-1.401214954e-02,-5.057882518e-02,-3.415874764e-02,7.158308476e-02,-1.049587596e-02,1.018760726e-02,-5.974397808e-02,3.742729872e-02,-2.735364065e-02,-8.191949874e-02,-2.606990002e-02,-1.466770768e-01,-8.493106067e-02,2.173630521e-02,8.446763456e-02,-1.520683523e-02,-1.287162583e-02,-6.382369995e-02,1.882131770e-02,-4.837930202e-02,4.154831916e-02,-7.750694454e-02,-4.409106821e-02,-5.742569640e-02,5.769355223e-03,-1.920582950e-01,1.910506189e-01,2.280606516e-02,-1.114213094e-01,-3.223074228e-02,-1.076693907e-01,-5.609132722e-02,-4.651537910e-02,-5.610459670e-02,1.275709867e-01,8.363696188e-02,-6.326483935e-02,-5.848512228e-05,1.060461700e-01,3.700682893e-03,-1.544190943e-01,8.173361421e-02,-2.440699339e-01,9.877686948e-02,-1.156411916e-01,-3.717292845e-01,-1.284023225e-01,4.588314146e-02,-2.015496604e-02,-1.271453127e-02,-1.209059283e-01,-1.871496290e-01,-1.875250787e-01,2.575263195e-02,-4.478848577e-01,-2.588548698e-02,-2.720492147e-02,4.827589542e-02,-1.669616848e-01,-3.900818154e-02,-1.124587506e-01,7.602519542e-02,-4.220443219e-02,-3.137172386e-02,2.708429098e-02,-9.920469671e-02,-1.695173830e-01,-2.825291594e-03,3.553628456e-03,-1.992422156e-02,-1.093288213e-01,2.799031511e-02,-9.064727277e-02,-6.085119024e-02,-2.271335125e-01,-4.836557433e-02,-7.505232096e-02,2.208989486e-02,7.516595721e-02,4.309866577e-02,-1.200232282e-02,-4.385874793e-02,-1.291690916e-01,-9.160585701e-03,-1.265038699e-01,-1.941928081e-02,-1.834314018e-01,-2.953360602e-02,-1.797173768e-01,-1.692399085e-01,1.039745808e-01,-4.967021197e-02,-1.341242343e-01,-1.020835489e-01,-6.250341237e-02,-1.037112847e-01,-1.898726076e-02,-8.816438913e-02,-3.271589428e-02,6.591355056e-02,1.481508613e-01,-2.785958350e-02,-2.381585771e-03,-3.813779354e-02,3.478588462e-01,6.876496226e-02,-5.583890900e-02,-2.396750264e-02,-1.861861348e-01,-1.093576849e-01,-1.530483961e-01,-1.379388385e-02,-3.573171422e-02,-4.711490124e-02,-5.278629437e-02,-1.546064615e-01,-4.183258116e-01,-1.454565302e-02,-3.549532294e-01,-6.666818261e-02,-2.337964475e-01,4.437619448e-02,-6.704822928e-02,5.787435547e-02,-2.915018424e-02,-1.167580858e-01,-5.354004353e-02,1.761846058e-02,1.412126515e-02,-5.276971683e-02,7.051124424e-02,-5.684702471e-02,1.910670400e-01,-1.002774853e-02,4.569612071e-02,8.265247941e-02,-2.008744776e-01,-6.677792221e-02,-1.888141483e-01,-3.975873068e-02,-7.540898770e-02,-3.416811675e-02,6.556712906e-04,5.961800367e-02,-2.721328661e-02,-2.060906263e-03,-4.050848633e-02,-6.903507560e-02,-2.808391750e-01,8.275537938e-02,-9.330510348e-02,-3.665622696e-02,-1.994238198e-01,-7.142715156e-02,5.107163452e-03,-1.764777489e-02,-1.233453751e-01,-1.383077651e-01,-4.715733230e-02,-1.599593312e-01,4.471717402e-02,-1.554592103e-01,1.188657358e-01,-8.000489324e-02,5.076240301e-01,-6.729681045e-04,-9.168758243e-02,8.088168502e-02,-2.008152604e-01,5.771656707e-02,4.366920888e-02,-4.634454846e-02,-3.081795275e-01,-1.815430075e-01,-1.776748747e-01,1.694831252e-02,-4.427731410e-02,-2.008625865e-01,-6.593483686e-02,-2.959024347e-02,-1.233745590e-01,-5.512582511e-02,-2.684159875e-01,-1.031691283e-01,3.244156539e-01,-8.947274834e-02,-1.059276685e-01,3.962689638e-02,8.233315498e-02,4.785639793e-02,3.027519397e-02,2.662191540e-02,-2.575408481e-02,1.265694350e-01,-1.564399302e-01,2.390689030e-02,-3.090079427e-01,-9.873699397e-02,-4.176517949e-02,7.406972349e-03,-1.906291842e-01,-1.964581199e-02,-1.384353787e-01,5.745083466e-02,1.615128480e-02,-1.609633416e-01,-3.550127149e-02,4.348393902e-02,-3.845158592e-02,3.906741738e-02,-7.538002916e-03,2.149384022e-01,-2.282647938e-01,4.869197309e-02,-3.122721314e-01,4.096154496e-02,-2.534913123e-01,-4.464135319e-02,-6.050362438e-02,-1.036070511e-01,-1.704921126e-01,4.227949083e-01,1.769394055e-02,-1.146643609e-01,-9.702320211e-03,-1.002575904e-01,-1.502927393e-01,-9.465350211e-02,-1.888078451e-01,-5.943077058e-02,7.510170341e-02,-8.943318576e-02,2.698304057e-01,-4.118924029e-03,8.677438647e-02,-7.716641575e-02,-2.739568651e-01,-3.485698700e-01,-1.651008725e-01,1.576239360e-03,3.197285905e-02,-2.719213068e-01,-3.386967629e-02,-2.970115542e-01,5.224667192e-01,-7.407443225e-02,-1.495810300e-01,1.482005231e-02,-1.472186893e-01,-3.296171129e-02,-1.338820457e-01,5.916251242e-02,3.746734001e-03,-2.194897234e-01,-1.097382419e-02,1.284717955e-02,-3.636953607e-02,1.013630554e-01,4.770735651e-02,2.193844691e-02,-3.109970093e-01,1.305991132e-02,-1.084454879e-01,-1.798947901e-02,-1.356476396e-01,-4.118528590e-02,3.704797849e-02,-4.526285920e-03,-2.135372460e-01,-3.080008924e-01,4.571170732e-02,5.502467975e-02,-7.629360538e-03,-2.709646821e-01,1.514801197e-02,1.613310128e-01,-1.169492453e-01,4.730365798e-02,-3.506256640e-01,-2.307319827e-02,-1.754942089e-01,-9.961923957e-02,-2.930257618e-01,-1.490927041e-01,5.131229162e-01,-1.829590797e-01,-2.213414758e-01,-8.709123731e-02,-3.310662135e-02,2.751727998e-01,-5.645596981e-02,8.967956901e-02,-3.220198452e-01,-4.629923031e-02,-7.488188334e-03,6.754305214e-02,-2.070913315e-01,9.251128882e-02,4.452688992e-02,-2.477501892e-02,-3.928522468e-01,4.776416421e-01,2.588774078e-02,1.083671581e-02,2.347560599e-03,-1.542806178e-01,-6.643691659e-02,-2.344186306e-01,4.433118105e-01,-9.694562294e-03,-9.697452188e-02,-7.850971818e-02,3.463663459e-01,-8.295598626e-02,-3.461055085e-02,1.143058315e-01,-3.312946558e-01,-2.928390205e-01,-4.413248971e-02,-3.557746857e-02,-1.416671928e-02,-8.170668781e-02,-3.631123155e-02,-1.713332236e-01,-2.100502700e-01,-6.305886060e-02,-4.009037092e-02,-1.759785227e-02,-2.301924378e-01,-3.284653276e-02,-1.374279857e-01,5.671770126e-02,-2.822375596e-01,-4.554081261e-01,-8.686465025e-02,2.145159431e-02,-3.123082593e-02,-3.071238101e-01,5.950352922e-02,9.139763564e-02,-2.179352045e-01,-2.176699601e-02,-1.563794464e-01,-8.078311384e-02,-2.862195969e-01,5.363662168e-02,1.623536833e-02,-7.812120020e-02,-3.923180699e-01,3.783856332e-01,1.843014359e-01,-1.093814746e-01,2.655036934e-02,3.812367097e-02,-1.512429584e-02,-6.041612476e-02,-2.323030084e-01,-5.820459500e-02,-2.520591021e-01,1.399983764e-01,-3.102724440e-02,-9.534132481e-02,-9.976009279e-02,-2.151454240e-02,5.527001023e-01,-8.285073191e-02,-2.208804786e-01,9.289273061e-03,-1.244443189e-02,3.206483126e-01,-1.159906238e-01,-2.336708605e-01,1.383035034e-01,-1.276590377e-01,4.798358306e-03,-3.027198277e-02,-1.179615557e-01,-2.090066969e-01,-2.510803007e-02,-2.126448788e-02,-3.025885224e-01,-1.463269740e-01,-7.040058076e-02,2.195982449e-02,-3.527912870e-02,-2.833701670e-01,-7.249419391e-02,4.788502678e-02,1.061552167e-01,1.358217001e-01,-9.151486307e-02,-8.052945137e-02,1.686664820e-01,1.278379112e-01,-2.639061511e-01,-3.861675039e-02,-4.515869915e-01,-2.406241447e-01,-2.450482249e-01,-2.138986252e-02,-4.117396101e-02,-9.308519214e-02,-2.764571272e-02,1.895121187e-01,-6.825743616e-02,3.332579881e-02,-1.199388430e-01,-6.506223232e-02,2.812734246e-02,-1.201519966e-01,4.788829684e-01,-6.186399236e-02,3.834883273e-01,-3.562635779e-01,-1.456985921e-01,-4.611716419e-02,-8.224277757e-03,-3.028097153e-01,-1.741887033e-01,-1.765568703e-01,-6.063492969e-02,-9.984947741e-02,-3.065474331e-01,-7.304542512e-02,-2.519928813e-01,5.462371185e-02,-2.225981504e-01,3.704069648e-03,-4.201688990e-02,5.014876127e-01,1.905952394e-01,2.636950696e-03,3.567899764e-02,1.883883029e-01,3.677224740e-02,-3.580634892e-01,-6.585980207e-02,-4.150532186e-02,-1.296129078e-01,1.509112418e-01,-5.498271435e-02,-3.068577312e-02,-2.383955717e-01,3.271292150e-02,-3.143340051e-01,-2.107187212e-01,6.254838314e-03,7.998597808e-03,-3.880442306e-02,-2.422898635e-02,2.102295682e-02,1.902954727e-01,-1.093294565e-02,3.622322157e-02,6.095730513e-02,-6.447005272e-02,1.234797202e-02,-2.665116452e-02,-2.566254735e-01,-2.945898473e-02,-3.793734014e-01,-3.407795131e-01,-9.711483866e-02,3.807546943e-02,-4.330532253e-02,-1.778576374e-01,-3.576149791e-02,-1.903410554e-01,-1.603689045e-01,6.753354520e-02,-4.988954365e-01,-7.741999626e-02,-5.698013678e-02,2.937178314e-01,-2.564247847e-01,2.360952087e-02,-3.713919222e-01,1.574405134e-01,-1.177482083e-01,-9.641724080e-02,5.255830474e-03,-1.245572465e-03,2.604211867e-02,2.577795684e-01,1.281349361e-01,-9.046000242e-02,9.266645908e-01,-3.366930410e-02,-5.842538178e-02,-3.772058785e-01,5.151971579e-01,-8.055680245e-02,6.698465347e-01,-1.504189670e-01,-2.118413895e-02,-1.589248516e-02,1.633215696e-02,4.712073877e-02,-1.659634709e-01,-2.344937921e-01,-9.238100052e-02,-6.976683438e-02,-3.938491642e-01,6.784281880e-02,-6.158041582e-02,-3.132738769e-01,-2.481372058e-01,2.224207856e-02,-3.436589837e-01,2.757277712e-02,4.219646007e-02,1.740675606e-02,-3.071624599e-02,-9.977903962e-02,3.164602444e-02,1.223150548e-02,-8.100874722e-02,2.100998722e-02,-5.290876627e-01,-8.421782404e-03,-8.950924873e-02,2.738690972e-01,-4.109452367e-01,3.761445731e-02,-5.740819573e-01,-2.100034058e-01,-2.542486489e-01,5.043038353e-02,-4.324521497e-02,-3.930091560e-01,-2.132182717e-01,-2.146320641e-01,-1.459852755e-01,2.160536312e-02,-5.093618631e-01,-9.028314799e-02,-1.024978459e-01,1.037302241e-01,2.634613216e-01,-8.470458537e-02,5.830239654e-01,-1.184239797e-02,4.451111853e-01,-9.404492378e-02,-7.123969961e-03,4.677753150e-01,4.458673000e-01,-1.051098034e-01,4.594905768e-03,-1.133012995e-01,-5.767966509e-01,-1.874347404e-02,-2.810003608e-02,-5.845992565e-01,2.123671584e-02,1.560104545e-02,-3.447508812e-01,1.084550023e-01,-1.286393702e-01,-3.837200999e-02,1.487875823e-02,3.434089944e-02,-1.358888149e-01,6.991235167e-02,4.950752482e-02,-2.570998296e-02,1.030959487e+00,8.640114218e-02,-5.374709889e-02,2.776769400e-01,-1.197915152e-01,-3.253774717e-02,-8.868326992e-02,-1.927928925e-01,-2.561173439e-01,2.526000142e-02,-1.697780006e-02,-3.409051299e-01,-2.408084273e-01,9.500226378e-02,-1.137785837e-01,4.558315501e-02,-4.399378002e-01,-2.906764112e-02,-8.209866285e-02,8.033236861e-02,-3.018195331e-01,-3.193639591e-02,-1.779000014e-01,-1.590986103e-01,-2.022169381e-01,1.223596931e-02,-2.941796556e-02,-2.952365577e-01,-1.751536429e-01,-2.110525668e-01,-1.549308449e-01,1.299900860e-01,-6.246463060e-01,-7.053142041e-02,-1.408131570e-01,-1.036416814e-01,-2.149216533e-01,-1.644667052e-02,-3.928842843e-01,-4.590637237e-02,-1.677145660e-01,-1.345181167e-01,-1.765914960e-03,-1.248995736e-01,-1.764291078e-01,3.606637120e-01,4.788381234e-02,4.113969207e-02,8.786684275e-01,5.209321901e-02,-5.131108314e-02,-5.097005516e-03,4.945190549e-01,7.580224890e-03,4.132518172e-01,5.797109753e-02,4.265275896e-01,3.722316772e-02,1.463082060e-02,5.198592544e-01,4.032118022e-01,-5.417167023e-02,1.517842757e-03,-1.665520817e-01,-3.381437957e-01,5.178012885e-03,3.315971792e-02,1.494223997e-02,-2.237609029e-01,-2.334734239e-02,-2.669382393e-01,-1.590499282e-01,-2.503731847e-01,2.830291912e-02,-3.596873954e-02,-3.315086961e-01,-1.955567449e-01,-2.502254546e-01,-1.002504155e-01,-7.639547437e-02,-4.110466838e-01,-3.852949664e-02,-1.075483188e-01,-2.910322510e-02,-2.868037224e-01,-2.992781997e-02,-2.167902291e-01,-1.185381785e-01,-2.852719426e-01,1.972969063e-02,-4.262359068e-02,-2.919161320e-01,-3.585291803e-01,-1.824450046e-01,-1.602936089e-01,4.044910520e-02,-4.379551113e-01,-2.526799962e-02,-1.384403855e-01,7.650423795e-02,3.134409338e-02,-5.403903127e-02,-1.843507588e-01,-1.265289038e-01,1.602152586e-01,-8.679781109e-02,-7.242808584e-03,5.020217970e-02,2.300415337e-01,-1.219885573e-01,-3.896392509e-02,-8.185981214e-02,-5.997936726e-01,8.518797345e-03,-3.027901053e-02,-2.503763512e-02,-2.702362090e-02,2.134235017e-02,-6.024584547e-02,-1.138254255e-02,2.423055097e-02,-2.811808512e-02,2.467103489e-02,1.611338812e-03,-1.205916405e-01,2.992786169e-01,2.702927776e-02,-7.621077448e-02,1.002119064e+00,2.153601311e-02,-2.148959041e-02,-1.409329772e-01,3.654338047e-02,-1.448690309e-03,3.695623204e-02,-4.973531887e-02,-9.312845767e-02,3.825409338e-02,-2.732020617e-02,8.331788704e-03,1.050815284e-01,-1.495615393e-01,-3.350603580e-02,4.582594708e-02,-4.594309628e-01,-5.643104389e-02,-7.621830702e-02,-3.348518908e-02 +thresholds = -9.841178060e-01,-2.564315498e-01,-1.698106885e+00,-1.224667192e+00,-7.756348848e-01,-2.272595763e-01,-2.101233155e-01,-9.271261096e-01,-5.761151314e-01,-6.190682054e-01,-8.227215409e-01,-2.870384157e-01,-1.980648756e+00,-2.066208869e-01,-1.065953732e+00,-4.916087687e-01 +weights1 = 4.956862330e-01,4.666601866e-02,-1.134046763e-01,2.778614499e-02,6.754626036e-01,4.549903050e-02,5.132812262e-01,4.488775507e-02,3.253190517e-01,2.909130976e-02,-1.573366821e-01,2.836435661e-02,8.631311357e-02,5.888983607e-03,3.257666528e-01,4.836514220e-02,3.486792445e-01,3.997624665e-02,2.959722579e-01,4.259781167e-02,2.960842252e-01,3.395358473e-02,-1.812319458e-01,2.897063829e-02,5.019495487e-01,9.557281435e-02,1.728873402e-01,7.325513754e-03,4.389742911e-01,3.199323267e-02,-2.381553948e-01,-3.194701299e-02 +biases1 = 8.884529583e-03 +weights2 = +biases2 = diff --git a/params/D00117.002.txt b/params/D00117.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..17ceb45cfbb151cc8bcfdf52342befd2696dc33c --- /dev/null +++ b/params/D00117.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.876921356e-01,-1.785908639e-01,8.557004482e-02,-1.189075485e-01,-2.660673559e-01,-2.376532406e-01,-3.395034969e-01,-6.043661758e-02,-1.164261252e-02,-1.162815839e-02,2.976414561e-01,1.894672513e-01,-4.566974342e-01,-6.461092853e-04,-7.158065438e-01,-3.943138719e-01,-7.072660327e-02,1.615030617e-01,-8.062033355e-02,-1.617389023e-01,6.913025677e-02,1.256997287e-01,-6.739736348e-02,-8.401651680e-02,-1.912691593e-01,-1.824576408e-01,-3.079356253e-01,-2.777040005e-02,8.190861940e-01,-1.184399225e-04,2.294974327e-01,1.926695555e-01,-3.317970634e-01,3.243141770e-01,-3.702938557e-01,2.431193441e-01,2.361465245e-01,1.590961367e-01,1.493775379e-02,-9.641026706e-02,-7.546941191e-02,-1.410417706e-01,-6.063997149e-01,-7.849556804e-01,-2.808922529e-01,-3.147001553e-04,5.471096039e-01,6.244331598e-01,-1.232376099e-01,-3.739618361e-01,1.492963079e-02,-6.314802915e-02,-7.732076198e-02,-1.077450067e-01,1.230333075e-01,-1.255215406e-01,-6.172220781e-02,2.478699535e-01,3.716190457e-01,3.626354337e-01,-3.379601538e-01,6.380833802e-04,-2.198035717e-01,-5.808295012e-01,4.691112936e-01,-3.840115368e-01,2.959901392e-01,-4.478908777e-01,-3.300304711e-01,-4.128390178e-02,-4.700003192e-02,-2.416634411e-01,-1.617045850e-01,-5.865737051e-02,7.861768454e-02,-5.043275356e-01,-4.426015913e-01,-8.245565342e-11,-2.154604644e-01,-6.915879250e-01,4.482333316e-04,5.600910634e-02,-4.355096221e-01,2.168149650e-01,1.353150010e-01,1.266451031e-01,6.874482334e-02,-1.777936518e-01,4.342183098e-02,5.460876971e-02,5.296549201e-02,1.054185987e+00,-2.290405780e-01,-3.837367985e-04,2.172205001e-01,3.833830059e-01,-4.853060544e-01,4.896872938e-01,-2.045441419e-01,5.583338737e-01,1.857968420e-01,1.762141474e-02,-1.968505979e-01,2.113581635e-02,-4.763147831e-01,-2.138246596e-01,-7.402303219e-01,-3.721068501e-01,7.741305828e-01,-3.531543771e-04,2.243500799e-01,5.617902279e-01,-3.223990202e-01,-2.285920382e-01,-6.384122651e-03,-4.280940294e-01,-2.924144827e-02,-1.635506600e-01,-9.371973574e-02,3.198215365e-02,2.545668483e-01,1.302926093e-01,3.635527790e-01,-4.381438196e-01,-3.589673936e-01,1.193091521e-05,-3.851142824e-01,-4.116649926e-01,-2.962249517e-01,-4.154718518e-01,1.163608804e-01,-3.214010298e-01,-3.252409697e-01,-3.511773944e-01,3.000611365e-01,-5.356287360e-01,-6.061209440e-01,-1.801272035e-01,3.704324737e-02,-3.327102065e-01,-2.616080046e-01,-4.459837801e-04,-4.653961360e-01,-7.082770467e-01,1.317117214e-01,7.047924399e-01,-6.157810241e-02,1.862616986e-01,-2.255509943e-01,1.237837970e-01,-2.011934519e-01,2.326831669e-01,1.029842257e+00,2.034324855e-01,-1.680857241e-01,-3.724031746e-01,-5.392199159e-01,-6.302234342e-12,4.842222333e-01,1.620429903e-01,-3.851945102e-01,-1.978239715e-01,-3.452309668e-01,2.508717477e-01,3.975911736e-01,1.573146135e-01,-2.176947147e-01,9.095115587e-03,-2.741555274e-01,-1.075965390e-01,-4.861892164e-01,7.780026793e-01,9.219456315e-01,-4.545630654e-04,4.056057334e-02,3.608079255e-01,2.116329372e-01,-1.582828164e-01,-5.989365652e-02,-2.165812403e-01,1.150908917e-01,9.477101266e-03,-1.500149816e-01,-7.247263193e-02,-4.892841876e-01,-3.285503481e-03,3.721280992e-01,-3.331814110e-01,-3.776305616e-01,2.822661772e-04,-2.182060778e-01,2.730241977e-02,6.701483508e-04,-2.174749225e-01,-3.725178540e-01,-6.230726838e-01,-3.834645450e-01,-1.928299367e-01,-6.738260388e-02,-1.740359366e-01,-6.671718955e-01,-1.348312050e-01,-5.203219056e-01,1.891046464e-01,-3.844138086e-01,-9.861298604e-04,1.692897826e-01,-5.935727954e-01,-2.229097933e-01,4.740464389e-01,8.947541118e-01,2.219540328e-01,1.740099043e-01,1.529762149e-01,2.221885696e-02,-5.418041348e-01,-9.365518391e-02,7.425407320e-02,5.240789652e-01,-4.380545318e-01,-1.876359880e-01,5.329843261e-04,1.228330210e-01,1.494178325e-01,-1.050801203e-01,-1.574403048e-02,-4.260540307e-01,5.747734308e-01,-1.761445217e-02,4.661163688e-02,-2.070471197e-01,3.496316373e-01,9.609643817e-01,-5.038465559e-02,-3.903278410e-01,-6.397759076e-03,1.619815379e-01,-2.453570958e-10,-1.517584771e-01,1.456036866e-01,-1.067074761e-02,-3.075803518e-01,-4.464691281e-01,-2.744100988e-01,1.888129562e-01,-6.735484302e-02,-1.667351834e-02,-1.462460641e-04,-5.398938060e-01,2.345299721e-02,1.415728927e-01,-5.346721504e-03,1.534969807e-01,-2.633853001e-04,-2.993235886e-01,1.403166950e-01,8.618905395e-02,8.180207759e-02,-4.545331299e-01,-9.526288509e-02,3.207518905e-02,-2.096674591e-01,-1.064841822e-02,9.242424276e-04,-7.183258533e-01,-1.261198223e-01,-2.291020900e-01,2.445038557e-01,1.355604082e-01,-4.072173033e-04,-3.361261189e-01,-4.575573504e-01,-2.420656569e-02,6.112031639e-02,-4.741018116e-01,1.818911135e-01,7.562740892e-02,8.591971546e-02,-5.973571539e-02,-1.558161676e-01,-3.551037610e-01,-1.214037687e-01,-2.321830243e-01,-4.556204081e-01,-1.263196170e-01,-2.264862997e-05,2.724284828e-01,9.389648587e-02,-3.579562306e-01,-1.124839261e-01,9.666683078e-01,-1.480025053e-01,8.727418631e-02,-8.597038686e-02,-3.782937229e-01,-2.498914301e-01,6.180824637e-01,4.910202697e-02,3.846177161e-01,-6.236964464e-01,-2.745926380e-01,-3.800847917e-04,-5.245829467e-03,2.971145809e-01,-4.210981727e-02,-9.727671742e-02,-3.882179260e-01,-3.936549649e-02,-2.332714349e-01,1.491342485e-01,1.799557358e-01,3.834043071e-02,1.153502390e-01,1.108719409e-01,-1.681405008e-01,5.742816329e-01,8.817292750e-03,2.342830994e-04,-8.982793987e-02,-9.162654728e-02,-9.330090880e-02,1.675114781e-01,-6.109153628e-01,-3.444322348e-01,-2.034711689e-01,-1.816452444e-01,3.388239071e-02,-5.364738703e-01,-4.283347428e-01,-7.649134099e-02,2.226292491e-01,1.203083768e-01,-6.270360667e-03,-2.024750866e-04,-3.521364927e-01,-2.421414480e-02,7.784595340e-02,-2.337893546e-01,5.962911248e-01,4.323016107e-01,1.494741291e-01,7.323142886e-02,-2.138882279e-01,8.714261055e-01,-4.316292405e-01,-1.902271211e-01,-2.097483724e-01,-1.432288438e-01,-4.894562811e-02,1.297947305e-10,3.020292819e-01,1.819256395e-01,-2.070963383e-01,1.467274576e-01,1.056505591e-01,-2.724212110e-01,-1.043947116e-01,-1.278579235e-01,-2.264518440e-01,-2.111823410e-01,6.818485856e-01,-1.399867535e-01,-1.166750342e-01,-9.544218332e-02,-1.418668628e-01,-4.973298055e-04,-4.271964729e-02,-1.531472430e-02,-1.154476777e-01,-1.473824680e-01,-4.414882064e-01,8.356937766e-02,1.203045547e-01,1.757094413e-01,1.373681724e-01,-4.900937378e-01,-1.616922617e-01,3.193429112e-01,-1.411445886e-01,-1.422351748e-01,-5.953144655e-02,5.958104157e-05,-6.599773467e-02,-3.004716635e-01,-2.007437646e-01,1.529285461e-01,-4.796032608e-01,5.726727843e-01,-1.228590682e-01,-3.952204809e-02,1.315333843e-01,-4.218003750e-01,-5.684104562e-01,-7.336704526e-03,2.263330221e-01,-2.411224705e-04,-4.595071077e-02,-1.325954346e-10,4.933854938e-02,-4.263153672e-02,6.315691397e-03,-2.394712120e-01,-5.148952603e-01,-2.558671534e-01,2.578768730e-01,-3.250112385e-02,-1.722482443e-01,-5.440675020e-01,3.923696280e-01,1.845478565e-01,-1.458235234e-01,7.659626193e-03,-3.823667020e-02,2.877694205e-04,2.776967287e-01,3.134687664e-03,-4.741752893e-02,4.670656845e-02,1.017277360e+00,-6.183029413e-01,-1.660141498e-01,-3.744348884e-02,-4.623644948e-01,1.092399240e+00,8.061600477e-02,-9.667661041e-02,-2.819303274e-01,-1.228329493e-03,-1.749846935e-01,-5.908746971e-04,-5.131977201e-01,-8.610551059e-02,-9.599739313e-02,-2.719653212e-02,-3.730570376e-01,2.007174641e-01,-7.071711123e-03,4.896524549e-02,2.341111749e-01,-4.927681386e-01,-2.446033955e-01,-1.680235714e-01,-4.336544499e-02,-2.667164803e-01,2.725264523e-03,-2.206494100e-04,2.709135599e-02,-3.251159191e-02,9.356290847e-02,9.844775200e-01,-1.266852468e-01,-2.481141593e-03,-1.792481691e-01,1.641609967e-01,-1.495710015e-01,-6.450504661e-01,-6.229784489e-01,-1.008446962e-01,2.360607386e-01,-1.241002977e-01,-3.999264166e-02,-1.576746581e-04,5.367598310e-02,-2.974365056e-01,-9.087708592e-02,-1.081782699e+00,8.541375399e-02,-5.487578511e-01,2.789200246e-01,-1.701277345e-01,-7.729523629e-02,7.776612639e-01,5.657531023e-01,-9.141467512e-02,-4.966710210e-01,3.139993921e-02,1.690209508e-01,8.332961443e-05,4.139630497e-01,2.766340971e-01,-2.095770687e-01,-3.566519916e-01,-5.269557834e-01,1.698094010e-01,-1.652585417e-01,-2.223120779e-01,-3.470013440e-01,-1.985622644e-01,1.829838604e-01,9.431098402e-02,1.350645535e-02,-2.586854855e-03,-2.074313760e-01,-6.275886553e-04,-3.764978349e-01,-9.967501462e-02,-1.310648918e-01,3.871189952e-01,2.179328948e-01,2.804025412e-01,2.751885727e-02,1.678091139e-01,3.050890565e-01,-3.003789485e-01,-4.656911492e-01,1.046902407e-02,2.113167197e-03,-1.651583761e-01,-1.781853288e-01,2.278803812e-10,-2.501063943e-01,-3.756780922e-02,-2.126771808e-01,-2.314028740e-01,-2.455440164e-02,-3.090131283e-01,2.424662709e-01,-2.304958403e-01,-6.494626869e-03,-4.305686057e-01,-6.889979839e-01,-7.968696952e-02,2.373134494e-01,-1.264154166e-01,-1.186270863e-01,-8.386780974e-05,3.544810712e-01,1.169974580e-01,2.418010533e-01,-6.366297007e-01,-3.177403808e-01,-1.571028978e-01,-1.542160660e-01,-8.586838841e-02,3.743543476e-02,-3.854732513e-01,-1.716536433e-01,2.056686580e-01,-8.141675591e-02,-1.653226167e-01,3.146386892e-02,1.592472836e-04,-6.434025764e-01,-1.361015290e-01,-5.865139887e-02,9.938041568e-01,1.383531690e-01,4.411205947e-01,-2.935559154e-01,2.377897687e-02,-3.535037860e-02,9.264885187e-01,6.276404262e-01,-1.477227807e-01,-1.788395792e-01,5.381326377e-02,1.841871440e-02,-5.165166222e-04,-2.225169390e-01,-2.928468585e-01,-3.084528446e-01,-1.924863160e-01,-1.463636160e-01,-7.578038424e-02,1.670228243e-01,2.320023477e-01,-2.643883526e-01,-4.766666293e-01,-1.070421189e-01,-6.565009058e-02,-2.219441682e-01,-2.251493372e-02,-1.878573149e-01,-6.165607920e-05,3.524537086e-01,1.539251208e-01,-1.798795313e-01,-7.222142816e-01,8.786830306e-02,-1.899553835e-01,-1.989738047e-01,-7.657108456e-02,-2.073844336e-02,-3.811586499e-01,-3.789003193e-01,-1.178760231e-01,1.173898578e-01,-5.215422437e-02,-1.653787047e-01,9.394587885e-11,1.797664315e-01,2.684471309e-01,-3.716736138e-01,-7.499081641e-02,-6.571648270e-02,1.737469137e-01,4.460769892e-01,3.665798306e-01,-1.793181300e-01,2.469734997e-01,2.008994482e-02,-1.202793345e-01,4.576721042e-02,-1.904026791e-02,-1.231282279e-01,3.982978233e-04,-4.866372645e-01,-1.952594221e-01,3.405988514e-01,6.875570416e-01,-6.679550558e-02,-1.638631076e-01,-2.474280596e-01,-2.098840922e-01,1.287739426e-01,-1.256285757e-01,1.332691461e-01,1.721631587e-01,-8.171553165e-02,-1.111497357e-01,8.991968632e-02,-8.751610876e-04,3.464111090e-01,-2.431264967e-01,-1.270332634e-01,4.271226004e-02,-3.057110906e-01,7.915285230e-02,-3.783715516e-02,-1.404150575e-01,-1.976658553e-01,-1.064684018e-01,-1.145327166e-01,-2.140405960e-02,-3.262816966e-01,-7.800555229e-02,-5.791665241e-02,-1.528156281e-04,-1.985563189e-01,1.189623401e-02,-4.166947901e-01,-3.320485055e-01,-1.792808920e-01,2.535840273e-01,1.809379309e-01,2.463897765e-01,-3.535543680e-01,-1.997992247e-01,-1.078417227e-01,5.496637896e-02,-3.757626116e-01,-1.211869046e-01,-5.024936423e-02,-1.160333049e-04,-4.471322298e-01,-3.366534114e-01,5.248891711e-01,-2.403768152e-01,-8.548690379e-02,-7.109022737e-01,-4.030929506e-01,7.175301015e-02,5.508818626e-01,-3.336064517e-01,-1.241950020e-01,-4.188414663e-02,2.097971886e-01,-3.270613551e-01,7.870444097e-03,-6.052327080e-05,-3.660451472e-01,2.156017274e-01,-1.605096757e-01,2.572396994e-01,1.485307664e-01,-2.965390980e-01,-2.963809967e-01,-3.434926271e-01,-2.263448089e-01,1.038880050e-01,9.081009775e-03,-4.079323262e-02,6.255451590e-02,2.164002508e-01,-1.666391268e-02,-5.359870265e-04,3.768491149e-01,1.598506123e-01,-2.855245173e-01,2.483969182e-01,-2.339668125e-01,6.529992819e-01,4.804488420e-01,-3.523154184e-02,-2.397399843e-01,6.299655139e-02,-1.169788614e-01,-5.982206389e-02,-1.413701773e-01,-2.869434282e-02,-1.975780278e-01,1.778725127e-04,2.774384022e-01,-1.967748553e-01,-2.312316895e-01,3.003123701e-01,-2.599093616e-01,1.459713727e-01,7.297693193e-02,1.179357171e-01,-3.267307281e-01,-6.997664273e-02,-1.047550663e-01,1.845091023e-02,-3.281846046e-01,-1.364270598e-02,-3.744501248e-02,3.470999654e-04,-1.450818330e-01,-1.576268524e-01,-4.891916811e-01,-2.486621141e-01,-3.051229753e-02,7.014561445e-02,-4.646757245e-01,4.383071512e-02,-3.362137973e-01,-2.332676053e-01,-3.668729961e-01,-7.762446254e-02,9.275086969e-02,-1.481242627e-01,-8.719617873e-02,-3.397280816e-04,-4.988843203e-01,6.832881570e-01,8.453572989e-01,-1.497397572e-01,1.096051335e-01,-5.567882583e-02,9.991923720e-02,-1.983725280e-01,6.711851954e-01,-6.963055581e-02,1.154359058e-02,5.299296230e-02,2.688676715e-01,-1.511394531e-01,-2.057190798e-02,-6.039164728e-04,3.645590246e-01,-9.146760106e-01,-4.627569318e-01,3.125050291e-02,-1.694755107e-01,-2.612133622e-01,2.535764575e-01,-2.401847020e-02,-2.771568596e-01,6.443745922e-03,1.200391129e-01,-8.129963279e-02,-2.782390118e-01,5.260382593e-02,-1.112203076e-01,-6.363831199e-05,1.205039918e-01,2.307770401e-01,-5.554792881e-01,5.824275315e-02,-1.374371350e-01,3.364229342e-03,1.152391136e-01,7.419785857e-02,-3.778294325e-01,-5.494221114e-03,-1.453472525e-01,1.589217484e-01,-4.821651578e-01,-2.919151783e-01,-7.078197598e-02,4.283476698e-11,9.282000363e-02,1.342287064e-01,8.396365643e-01,-2.171037197e-01,4.043462127e-02,2.192557231e-02,-3.914871812e-01,6.470209360e-02,6.996743679e-01,-3.956488967e-01,-1.811022609e-01,-1.770987958e-01,5.258125663e-01,1.445989907e-01,-1.236526594e-01,-1.221375132e-04,1.505524218e-01,5.906590819e-01,-2.926971018e-01,8.283119649e-02,-2.314830944e-02,-1.128338724e-01,2.614444494e-01,-2.664556801e-01,-4.514231682e-01,6.026351824e-02,-1.570191532e-01,-1.406692415e-01,-9.395649284e-02,-6.239885837e-02,-1.631236263e-02,-3.340499825e-04,-9.900848567e-02,-8.501562476e-01,-3.294885755e-01,9.178896435e-03,-2.303325087e-01,-1.336975023e-02,-2.342179231e-02,6.710509956e-02,-1.391857564e-01,-2.545669861e-02,1.435854882e-01,7.131637633e-02,-1.945503950e-01,-5.079771578e-02,-4.582284391e-02,-2.429931989e-08,-3.032490313e-01,-3.292172775e-02,-2.476202697e-01,2.233929336e-01,-2.182426453e-01,9.096798487e-03,2.693059444e-01,-5.224268883e-02,-3.327265978e-01,-4.268357903e-02,-7.911422104e-02,-4.190502316e-02,-4.704734981e-01,-4.824094176e-01,-2.067232877e-01,-7.573351468e-05,3.360101283e-01,5.097238421e-01,-4.945675433e-01,-3.836740553e-01,-9.324636310e-02,-9.706604481e-02,-4.946278632e-01,-8.575192839e-02,-4.201745689e-01,-1.231924742e-01,-1.263986975e-01,-9.546486288e-02,9.566574544e-02,2.420969307e-01,3.018798120e-02,6.460151053e-05,-3.783870339e-01,-4.071763754e-01,7.959898710e-01,-1.282420158e-01,-8.839789778e-03,1.825041622e-01,2.581026256e-01,2.721322887e-02,8.486752510e-01,-2.351078987e-01,-8.923824131e-02,-1.398726273e-02,6.408028603e-01,1.060585454e-01,-5.131491646e-02,-1.492965966e-04,-3.503892422e-01,-5.113260150e-01,-3.917144239e-01,2.217193246e-01,-2.994508110e-02,-1.954396516e-01,-7.100281119e-02,5.034083873e-02,-3.644909263e-01,3.470432386e-02,-4.506238550e-02,6.382360309e-02,-5.107420087e-01,-1.264617890e-01,-2.868480980e-02,-4.053160083e-04,2.338887155e-01,2.506828308e-01,-1.165616438e-01,2.039494216e-01,-1.593246758e-01,-4.435168803e-01,1.924349219e-01,-1.617556810e-02,-1.179692820e-01,-3.936094046e-02,-1.919389069e-01,-1.305729896e-01,-4.114999771e-01,-4.952703714e-01,-1.401656121e-01,4.165818245e-05,6.908704340e-02,-7.013408542e-01,-4.761262536e-01,-1.927736849e-01,-6.276378781e-02,-1.284046769e-01,-3.494323194e-01,8.588718623e-02,-3.856418133e-01,-1.554370373e-01,-6.294414401e-02,2.000272423e-01,6.828850508e-02,7.331455499e-02,-2.431474626e-02,-4.868470132e-04,-2.632068992e-01,1.270041019e-01,-2.577436157e-03,1.185303628e-01,-2.789759636e-02,1.242808849e-01,2.624742687e-01,-8.720533550e-02,-2.857525647e-02,-1.200597361e-01,-4.917936167e-04,-1.302973330e-01,3.322153687e-01,4.133356214e-01,-6.445959210e-03,-5.386592238e-04,-9.902025759e-02,4.208104610e-01,2.572566569e-01,-1.966031492e-01,-1.001986489e-01,3.466720879e-01,-1.437372416e-01,-4.287224635e-02,2.632566094e-01,-5.140247941e-02,-8.453254402e-02,-2.663907595e-02,-2.339612693e-01,-2.519412935e-01,-8.567480743e-02,1.816786244e-04,1.340322495e-01,-4.455822520e-03,-1.357960403e-01,3.861109018e-01,-1.089022532e-01,3.213224411e-01,9.763780981e-02,8.886952698e-02,4.521154985e-02,-5.434093066e-03,-1.291840076e-01,-3.970321268e-02,-3.304624259e-01,-5.350065231e-01,-1.902847886e-01,-8.200184675e-05,1.930068433e-02,9.366632700e-01,-1.127816513e-01,-5.192199349e-01,-9.091569483e-02,-1.548262835e-01,-7.109626383e-02,-9.957329184e-02,1.275162846e-01,-1.237445101e-01,-1.120160967e-01,2.789566852e-02,3.441973627e-01,-9.436161816e-02,-3.030480258e-02,-3.039109288e-04,6.768942624e-02,-3.192485869e-01,-1.877502650e-01,-6.836233288e-02,-6.762498617e-02,-4.829738438e-01,-1.635492295e-01,-1.218389794e-01,-2.645542026e-01,-2.466672510e-01,-6.038803607e-02,3.010496963e-03,1.688895002e-02,1.939827949e-01,-5.738331936e-03,9.886885891e-06,-9.814001620e-02,-6.278798580e-01,9.844021499e-02,1.344862431e-01,-8.272878081e-02,2.156132311e-01,9.891441464e-02,7.197130471e-02,-1.770695746e-01,9.681162424e-03,-3.814927489e-02,-7.862438262e-02,-2.756033540e-01,1.747996211e-01,-3.007218055e-02,-6.345229485e-05,-1.479409635e-01,-1.473215967e-01 +thresholds = -1.352527857e+00,-2.675588727e-01,-1.401881337e+00,-4.034326375e-01,-1.527544409e-01,-2.422721237e-01,-1.076043129e+00,-1.466186523e+00,-1.360496044e+00,-3.504005969e-01,-9.800029397e-01,-1.042640567e+00,-1.026741624e+00,-3.098675748e-03,-6.356807351e-01,-6.323099732e-01 +weights1 = 4.166651666e-01,-2.221103162e-01,8.193589747e-02,-6.355162710e-02,3.997634053e-01,2.158854902e-02,3.779833913e-01,1.771475524e-01,2.866892815e-01,3.016933203e-01,3.553531766e-01,4.835614190e-02,-8.906434476e-02,5.104741454e-01,-1.451616138e-01,-7.641281933e-02,7.142214477e-02,1.211535707e-01,2.160184234e-01,-1.280864328e-01,-6.528925151e-02,7.201754302e-02,1.097431872e-02,1.871807687e-02,-1.077211127e-01,-1.155519336e-01,-9.697443992e-02,-1.936604036e-03,-8.764771372e-02,-1.073981356e-02,-5.795761570e-02,-1.401653141e-02,4.917025566e-03,2.503776364e-02,-9.520534426e-02,-5.843708292e-03,1.222639605e-01,-4.257727787e-02,1.206171066e-01,-3.332449868e-02,-1.153594032e-01,3.329140134e-03,-3.743596841e-03,1.454414278e-01,5.781066604e-03,2.555612847e-02,7.520772517e-02,-1.249697655e-01,-8.755344152e-02,-1.081490889e-01,2.163670808e-01,1.445541978e-01,-1.648147553e-01,-3.838683292e-02,1.339392364e-01,-1.168332249e-01,-1.332716364e-02,-1.024074927e-01,1.334508806e-01,-2.261000313e-02,-4.487401992e-02,2.085145265e-01,-3.193697706e-02,1.172545403e-01,-5.810687542e-01,1.097661033e-01,1.132894605e-01,1.775515825e-02,-2.433984876e-01,-8.273216337e-02,-8.286804557e-01,-6.759750843e-01,-2.539153099e-01,-1.961085498e-01,-2.197905034e-01,5.644934997e-02,2.779997885e-02,-5.046785474e-01,7.678902894e-02,1.284633726e-01,-8.608820848e-03,-3.745582700e-01,-1.368387938e-01,1.277985238e-02,5.435672775e-02,-4.972703382e-02,8.107517846e-03,4.142387211e-02,-7.330767810e-02,5.248114839e-02,5.307679623e-02,6.395699084e-02,3.989406303e-02,-4.527530819e-02,5.262688175e-02,-5.104634911e-02,1.636756510e-01,5.783209205e-02,-4.274239019e-02,-2.726458572e-02,1.855443120e-01,-2.264672667e-01,-5.049427971e-02,-4.909457266e-02,1.823296398e-01,3.694055974e-02,1.176540926e-01,-1.448121667e-01,-1.806056947e-01,2.474229783e-01,1.000631303e-01,-5.697014183e-02,-7.572034001e-02,6.665243953e-02,2.208852917e-01,6.461424381e-02,1.207533926e-01,8.556418121e-02,-1.069787424e-02,1.751930453e-02,-6.966686249e-02,-2.425105311e-02,1.699889894e-03,-1.837982237e-01,4.896320030e-02,-8.300369978e-02,2.749869414e-02,-1.963142008e-01,1.339360476e-01,-1.314446628e-01,-2.407693118e-01,-1.488330364e-01,3.652075529e-01,-1.858171821e-01,3.172126412e-01,2.218601108e-01,2.335127741e-01,2.907886803e-01,3.847596645e-01,-1.398390383e-01,-2.392617799e-02,2.364540249e-01,5.010169744e-02,6.603467464e-02,2.426853627e-01,3.041284382e-01,3.963505626e-01,-1.065092087e-01,-9.121124446e-02,-5.006548483e-03,2.870974503e-02,-4.911806434e-02,1.146323830e-01,-1.680757403e-01,-5.715484172e-02,-2.620116472e-01,-8.556237817e-02,-1.094968617e-01,-1.209601387e-01,-7.457736880e-02,8.580983430e-02,-3.028278297e-04,9.345642477e-02,-2.049949169e-01,2.157413661e-01,8.848874830e-03,1.677319407e-01,1.034395471e-01,2.080739848e-02,1.274553388e-01,8.923122287e-02,-1.867025346e-02,1.192674264e-01,-9.927222505e-03,8.392076939e-02,4.298696294e-02,-3.807079047e-02,1.073141694e-01,-6.337083131e-02,-1.323287375e-02,-7.396680117e-02,7.624054700e-02,5.759208649e-02,-5.567293987e-02,-1.190312654e-01,3.219013289e-02,-1.045266837e-01,1.045956016e-01,4.227318242e-02,8.648822457e-02,1.909469627e-02,-2.656743228e-01,-4.723009467e-01,4.170946404e-02,-1.451594569e-02,1.154780090e-01,-1.032171696e-01,-5.034631584e-03,-6.695771217e-01,-4.247159362e-01,-1.854866445e-01,-2.234063596e-01,-1.447463632e-01,1.034418792e-01,-6.137481891e-03,-5.696555376e-01,2.047500759e-02,2.855672734e-03,-1.061885506e-01,-2.240590304e-01,-1.792251319e-01,1.612319611e-02,1.651272625e-01,-1.111571491e-01,-6.229280308e-02,4.359886423e-02,1.257296931e-02,-1.571519114e-02,-9.849426895e-02,5.197469145e-03,-8.761733770e-03,-1.288405713e-02,-3.026481345e-02,-2.495184541e-02,1.545348298e-02,6.935474277e-02,-4.785912484e-02,2.842007577e-02,2.791675739e-02,6.986241043e-02,1.356363297e-01,-1.343242377e-01,-3.871982917e-02,9.797821194e-02,1.656002132e-03,-1.902313977e-01,7.405113429e-02,-4.978410900e-02,-7.137321681e-02,-1.193414405e-01,-4.673586413e-02,1.498072743e-01,-1.097162627e-02,9.704505652e-02,6.415813416e-02,-1.878358722e-01,-6.294010580e-02,-4.077522084e-02,-7.772916462e-03,1.059083417e-01,7.457760628e-03,-2.488096356e-01,-1.904379278e-01,2.959903330e-02,-3.146794811e-02,4.699220508e-02,-2.397685200e-01,8.056628704e-02,1.136963293e-01,-1.357112527e-01,-2.333483249e-01,1.255975813e-01,-4.616016150e-01,-4.054913819e-01,-2.911396623e-01,-2.228875607e-01,-2.880933881e-01,9.923830628e-02,7.841891795e-02,-3.233610094e-01,8.190014958e-02,5.727641657e-02,-3.579700366e-02,-3.922196627e-01,-2.116335332e-01,-7.433434483e-03,6.764537096e-02,7.894927263e-02,-4.281330109e-02,4.033372924e-02,1.536362916e-01,5.859479681e-02,1.153176799e-01,-8.625170588e-02,4.233212769e-02,1.094209775e-01,7.185789198e-02,3.842571005e-02,3.001957238e-01,-1.004246771e-01,-1.033574622e-02,1.032746658e-01,1.098598763e-01,1.121900603e-01,1.082517877e-01,2.684097290e-01,-3.842357919e-02,1.637332588e-01,2.078393996e-01,2.229900658e-02,-7.884015143e-02,4.751845077e-02,-1.785954684e-01,-2.654320747e-02,-1.009072587e-01,6.274415553e-02,7.885853946e-02,-6.055387482e-02,9.595997632e-02,2.981190942e-02,5.701638758e-02,-4.614233598e-02,-7.717283070e-02,7.761594653e-02,-1.207857803e-01,2.078774385e-02,-5.995122343e-02,5.036612228e-02,-5.129987374e-02,-5.854937062e-02,6.276551634e-02,1.888380051e-01,1.682252064e-02,1.398720145e-01,-9.636712819e-02,1.972461492e-01,-2.778032422e-01,-2.908848226e-01,-8.067111671e-02,-2.196160704e-01,-1.409233958e-01,8.809555322e-02,2.322453707e-01,-1.691164225e-01,-8.618821949e-02,1.233929172e-01,-1.391143799e-01,-2.686022222e-01,-1.882870942e-01,5.171970278e-02,-6.781998277e-02,-1.162651554e-02,7.217668742e-02,-2.056185156e-02,5.603789911e-02,8.553332090e-02,2.199689895e-01,5.377907306e-02,8.270190656e-02,1.699882187e-02,-4.559973627e-02,1.246705279e-01,9.679106064e-03,-2.331858687e-02,3.387437016e-02,1.249011457e-01,-1.060368717e-01,3.251958871e-03,-2.422118746e-02,-9.224009514e-02,-4.648282751e-02,-1.530603766e-01,-6.978175044e-02,4.606538452e-03,-7.917824388e-02,8.030629717e-03,-4.593704641e-02,3.168367594e-02,-1.385074109e-01,1.732594892e-02,1.863674726e-03,1.514468808e-02,-1.297881827e-02,1.152004302e-01,-2.450490929e-02,1.314840466e-01,9.045768529e-02,6.802053750e-02,-2.926540188e-02,1.267983615e-01,6.233773311e-04,-1.209374219e-01,3.081648611e-02,-2.166880816e-01,3.129653037e-01,-1.647776179e-02,2.329231938e-03,-1.026648134e-01,4.364807606e-01,4.238454625e-02,3.052069843e-01,2.372441292e-01,3.138594627e-01,2.084809393e-01,2.885551155e-01,-5.646595731e-02,-1.819394380e-01,4.192371666e-01,-1.670362987e-02,-1.397226937e-02,2.022981197e-01,3.042047024e-01,2.201368511e-01,-1.759200692e-01,9.438510239e-02,1.387099270e-02,8.027967811e-02,-8.108734339e-02,3.948056698e-02,1.196170878e-02,7.644347101e-02,-2.797547542e-02,-1.580100507e-02,-1.194031462e-01,-7.476940751e-02,1.893123798e-02,-1.830060035e-02,-1.123353764e-01,-2.081483370e-03,9.378945827e-02,-3.517798707e-02,1.119629219e-01,5.650939047e-02,-1.373013556e-01,8.591436595e-02,5.391200632e-02,5.911969021e-02,-1.106729265e-03,1.438776851e-01,3.768467158e-02,7.182589918e-02,-1.061770469e-01,4.867653176e-02,1.481304318e-01,2.805075645e-01,-8.927100338e-03,1.434277743e-01,-2.375395149e-01,1.212790906e-01,-5.071087275e-03,1.352816005e-03,-7.750549167e-02,-5.891820043e-02,9.781451523e-02,6.785116345e-02,1.419349015e-01,-3.299789131e-02,-1.051331833e-01,4.512652755e-01,-1.100851819e-01,-2.400895357e-01,-9.196808934e-02,3.762801290e-01,-2.021483518e-02,5.873519778e-01,2.049227953e-01,3.087192178e-01,1.946647018e-01,3.111940026e-01,-1.777668893e-01,2.392490767e-02,3.398092985e-01,-4.056793824e-02,-2.364052087e-01,2.299949378e-01,4.496892393e-01,2.812249959e-01,-3.616082296e-02,-1.269096434e-01,1.252997816e-01,3.522377834e-02,5.762368441e-02,1.025137007e-01,-5.099066719e-02,-1.358889043e-01,-6.637725979e-02,-3.219873470e-04,-7.415270060e-02,1.730685979e-01,-1.422894895e-01,1.114869714e-01,2.326017804e-02,-1.286675632e-01,1.137014180e-01,-2.159640491e-01,1.590068191e-01,7.837673649e-03,-6.398151070e-02,-4.587899148e-02,2.836600877e-02,7.797010988e-02,-3.592557833e-02,-1.469654590e-01,-5.541530252e-02,4.954110458e-02,-8.752412349e-02,-1.403775811e-01,4.231534898e-02,7.924139500e-02,-9.927766025e-02,7.526268810e-02,5.185245536e-03,9.970851243e-02,-4.000873119e-02,-1.131164283e-01,1.985864714e-03,-8.745861799e-02,2.542145550e-01,-1.340150237e-01,-6.906995177e-02,1.103264168e-01,-1.308143325e-02,5.394448638e-01,-2.397769541e-01,-2.828079276e-02,-2.507104576e-01,4.456314743e-01,-7.550989836e-02,5.065586567e-01,2.434795201e-01,3.908547461e-01,3.347217441e-01,2.475095540e-01,-1.701286137e-01,-1.293830667e-02,4.723643661e-01,-1.045798287e-01,2.664274164e-02,3.658696637e-02,2.771392763e-01,3.955784142e-01,-2.208704688e-02,-1.015409902e-01,-8.960825950e-02,-1.144835502e-01,-2.630257793e-02,-3.613085672e-02,-1.194672752e-02,-1.150433049e-01,-5.710488930e-02,-1.857958734e-02,-7.517538220e-02,1.092539355e-01,-4.909452051e-02,1.421831548e-01,5.747848656e-03,-1.846008003e-02,-1.393941194e-01,-6.624457985e-02,-1.504230499e-01,1.043983996e-01,-2.781072259e-02,6.204063073e-02,-4.814000335e-03,6.151427329e-02,-6.221460924e-02,-7.013621926e-02,-2.832040936e-02,7.944846898e-02,-1.331479698e-01,9.763650596e-02,-2.522782385e-01,2.408285812e-02,-2.476359904e-02,3.781493008e-02,3.740668669e-02,-1.832647994e-02,-7.749354094e-02,-5.367250368e-02,1.484880503e-02,-6.147072837e-02,8.318439871e-02,2.095313370e-02,2.178675681e-02,-3.609171212e-01,7.297159731e-02,1.836239845e-01,-6.818830222e-02,-3.826998547e-02,1.700145602e-01,8.975730836e-02,-4.895447195e-02,3.391985595e-01,4.614796862e-02,1.700953245e-01,1.011941805e-01,1.943418831e-01,3.008076362e-02,1.203476340e-01,-2.042285912e-02,9.129266441e-02,-2.041976452e-01,-1.533076167e-02,4.729088396e-02,2.498021126e-01,-1.627365947e-01,6.234014407e-02,1.231607608e-02,1.008622572e-01,-2.774610519e-01,1.700880565e-02,-3.346921876e-02,-7.758205384e-02,1.291185170e-01,3.208089992e-02,2.667454481e-01,2.789884061e-02,9.005617350e-02,2.241661251e-01,1.852559298e-02,1.363991946e-01,-9.885426611e-02,6.512416899e-02,-1.074525435e-02,5.293213949e-02,-5.202183127e-02,-1.989115179e-01,4.936236143e-02,4.643106088e-02,1.670081466e-01,-1.059445441e-01,1.616972536e-01,1.645830125e-01,6.428667903e-02,-7.731035352e-02,2.021040581e-02,4.610594735e-02,3.555638343e-02,6.609622389e-02,-1.529458258e-02,-1.355265528e-01,-4.304092377e-02,-5.838191509e-02,-1.507601794e-02,1.555712074e-01,5.008987710e-02,8.112940192e-02,2.460539341e-01,-7.074236125e-02,-8.487346023e-02,2.367750853e-01,4.326814087e-04,-3.344803676e-02,3.462638706e-02,2.916739285e-01,-5.355902389e-02,3.484950364e-01,2.953797281e-01,3.749205470e-01,1.134032533e-01,3.343257606e-01,-8.182003349e-02,-1.042565331e-01,3.327492774e-01,-1.184595451e-01,3.540056944e-02,1.522156745e-01,3.282195032e-01,3.032555580e-01,1.899339855e-01,-9.521507472e-02,1.484499685e-02,1.320309192e-02,-5.671167374e-02,-9.613972902e-02,-1.092470139e-01,-1.781996340e-02,-6.079461426e-02,-1.037703380e-01,3.548658267e-02,-6.031505391e-02,7.196820527e-02,-1.199016720e-01,-8.266852051e-02,-1.237753108e-01,4.950852320e-02,-3.253081068e-02,1.039791480e-01,1.659068614e-01,6.835520267e-02,1.102663428e-01,-2.251214162e-02,-8.528091758e-02,-5.268218741e-02,1.148086414e-01,8.295880258e-02,-4.197327048e-02,-4.601117689e-03,1.706422418e-01,-2.016059682e-02,1.933147907e-01,7.985052466e-02,1.037391722e-01,4.403141141e-02,5.378760770e-02,-5.989078805e-02,6.773885339e-02,7.593692094e-02,-8.725371212e-02,6.204869598e-02,-1.887249798e-01,1.529457718e-01,-1.516898535e-02,-1.283948421e-01,3.236560225e-01,9.051252902e-02,-8.001916856e-02,-5.238828436e-02,4.046849608e-01,-3.412009403e-02,2.885039449e-01,3.917770386e-01,2.312037051e-01,1.498223394e-01,4.348266125e-01,4.472215846e-02,-1.625328660e-01,2.344768792e-01,-1.379985511e-01,-1.645759121e-02,1.225651801e-01,3.542098403e-01,2.494917959e-01,-7.010421902e-02,-7.786222547e-02,-1.369619393e-03,-3.195877373e-02,-1.898273230e-01,-1.093670726e-01,6.097296253e-02,2.448659576e-02,6.133890152e-02,-1.243448183e-01,-1.009379551e-01,-1.949678510e-01,-7.135565579e-02,1.018643528e-01,-8.666067570e-02,-2.512384392e-02,-1.146924123e-01,-6.879691780e-02,1.376558691e-01,2.324970961e-01,1.204510964e-02,-1.846591383e-01,1.446386576e-01,5.412619188e-02,-2.400353998e-01,3.855849383e-03,1.205183566e-01,-1.336668730e-01,-6.081582606e-02,-3.174751252e-02,3.551480547e-02,-1.525300294e-01,-5.131486803e-02,6.845346838e-02,-1.315943003e-01,-1.607988961e-02,2.141265664e-03,1.618256122e-01,-6.628197432e-02,1.407679636e-02,-3.342265636e-02,1.127935275e-01,-2.652776195e-03,1.471665353e-01,1.581478864e-02,1.427141130e-01,1.518708933e-02,-5.052182451e-02,2.569495328e-02,4.446605146e-01,-7.518582791e-02,3.227081001e-01,2.599099278e-01,1.948882490e-01,3.813389242e-01,2.347307801e-01,-1.156768948e-01,-2.082467824e-01,2.431854606e-01,-4.889929667e-02,-8.509638160e-02,1.928963363e-01,2.791338563e-01,3.664714098e-01,4.172069207e-02,-2.187627256e-01,-1.057901308e-01,-1.652247906e-01,1.675151139e-01,-3.529360145e-02,5.629563704e-02,-1.862453818e-01,-1.067098826e-01,-1.631086618e-01,-1.609769464e-01,-1.412350535e-01,-2.571521401e-01,-1.481821686e-01,5.051954091e-02,1.449880451e-01,-7.108584791e-02,1.852418482e-01,6.819704175e-02,1.509334594e-01,1.487886608e-01,5.429528281e-02,-1.448459774e-01,2.445037663e-02,-5.609735847e-02,2.204450592e-02,9.989577532e-02,-1.834351383e-02,-2.990443818e-02,3.954427689e-02,-9.188201278e-02,2.918393314e-01,-1.696939021e-01,4.678124189e-02,-7.891666144e-02,3.370859101e-02,5.557839945e-02,1.101102903e-01,-1.961707771e-01,5.903958529e-02,1.250247359e-01,-6.426345557e-02,-1.072652172e-02,1.665592194e-02,4.205453396e-02,-3.913349658e-02,-2.332662493e-01,9.603915736e-03,9.079196304e-02,-6.165177375e-02,1.344684660e-01,-1.385482997e-01,9.967109188e-03,-1.248478144e-02,6.297893822e-03,-7.209409773e-02,5.360302050e-03,4.476456344e-02,9.068126231e-02,1.055976078e-01,-5.437443033e-02,8.095770329e-02,-8.404569328e-02,1.362065226e-01,-7.641721517e-02,-5.189150199e-02,1.222503185e-01,8.102615923e-02,1.413366664e-02,7.761471719e-02,-4.398161173e-02,3.472854197e-02,7.054461539e-02,-2.637436427e-02,-4.112138972e-02,-7.304517087e-03,-3.032832742e-01,8.928657323e-02,-8.078915626e-02,-4.805453122e-03,-1.079097316e-01,1.231355518e-01,-7.360851020e-02,1.311187148e-01,-4.496959224e-02,1.993227005e-02,-1.688037068e-01,1.614244282e-02,9.798480570e-02,1.195422560e-01,1.763292402e-01,8.643200248e-02,3.270331770e-02,-1.137768701e-01,-1.067792810e-02,1.207376868e-01,4.150538146e-02,6.621138006e-02,2.021057010e-01,-4.906725138e-02,-1.604435742e-01,-6.904654950e-02,1.932896227e-01,4.333112389e-02,9.038942307e-02,7.548832893e-02,4.392914101e-02,1.181502044e-01,-9.119022638e-02,-4.395647645e-01,-5.641881004e-02,-5.312144384e-02,1.130553111e-01,-3.380130827e-01,1.158112735e-01,-5.946592689e-01,-2.862033546e-01,-7.907181978e-02,-1.494744271e-01,-1.085613295e-01,1.524218544e-02,-1.926483214e-02,-4.799206853e-01,7.670926861e-03,-1.081163511e-01,-1.553887427e-01,-2.752804160e-01,-1.747188531e-02,2.368474088e-05,4.107465968e-03,-5.369735137e-02,-1.933923066e-01,-3.461298347e-02,-1.297811419e-01,3.384909406e-02,-2.237297408e-02,8.410876989e-02,2.861346863e-02,1.454039384e-02,-5.999788642e-02,6.139226258e-02,-3.123786068e-03,-1.027057022e-01,9.963420033e-02,1.214549467e-01,1.819497049e-01,1.362839527e-02,1.376886368e-01,-1.302026361e-01,7.473559678e-02,-3.478480130e-02,-1.761997938e-01,8.427067846e-02,3.433852643e-02,1.763557494e-01,-3.002980910e-02,-3.572613001e-02,-4.605264217e-02,2.094555181e-03,-6.250777841e-02,1.132662371e-01,-9.249537438e-02,4.369936883e-02,-1.838530898e-01,1.625650525e-01,1.425555795e-01,-5.009686202e-02,-8.164000511e-02,2.948475443e-02,-9.290020913e-02,4.727684706e-02,3.799560666e-02,-2.084227279e-03,-6.350956559e-01,-1.247356758e-01,9.668825194e-03,1.048114523e-01,-3.323276341e-01,5.954757705e-02,-7.329986691e-01,-4.441770613e-01,-3.960945010e-01,-3.827550411e-01,-3.153283894e-01,-6.803810596e-02,1.883704402e-02,-4.029085040e-01,7.265716046e-02,-4.193249717e-02,-7.422706112e-04,-3.634982109e-01,-3.301181495e-01,2.526263520e-02,-8.596393466e-02,-9.412639588e-02,2.707997710e-02,-1.370197237e-01,-6.116404012e-02,1.923987642e-02,5.921680015e-03,8.743601292e-02,1.899446547e-01,1.274076104e-01,-2.704657242e-02,1.210798025e-01,2.221748680e-01,2.635346493e-03,-1.039914414e-01,-2.234731764e-01,-8.024729043e-02,-9.103778750e-02,3.315272182e-02,1.045623720e-01,5.001953989e-02,8.049029112e-02,1.825059205e-01,1.617553532e-01,-5.763594061e-02,1.899764091e-01,5.439461395e-02,-1.429107189e-01,1.500954200e-02,2.239231719e-03,1.028311849e-01,9.544757754e-02,3.984915465e-02,-5.759646744e-02,1.161456406e-01,-7.862329483e-02,-2.980564255e-03,2.857580222e-02,-6.966926157e-03,-1.674491316e-01,-1.432764623e-02,-6.517398357e-02,4.682940245e-02,-8.820363134e-02 +biases1 = -1.476947218e-01,1.045696512e-01,8.187729120e-02,2.467092872e-02,-1.431038324e-02,1.063195243e-01,-3.817161620e-01,-2.537311614e-01,-5.640305951e-02,1.843559183e-02,-8.920366317e-02,1.891984791e-01,1.074532494e-01,-2.324003875e-01,7.940482348e-02,7.086831331e-02,-6.748647988e-02,-5.393039435e-02,8.492819965e-02,2.471545711e-02,1.000986770e-01,3.427810501e-03,1.475697965e-03,9.623349644e-03,6.832348648e-03,5.583476648e-02,1.430987269e-01,9.762428701e-02,7.384415716e-02,9.106785059e-02,1.099657640e-02,1.996066719e-01 +weights2 = 6.137851477e-01,-6.973442435e-02,-6.703379750e-02,-5.775934458e-02,3.598365486e-01,-5.908519775e-02,8.223809004e-01,4.775230289e-01,2.837311924e-01,2.735419869e-01,2.601933479e-01,-7.797749341e-02,-6.330575794e-02,6.162524223e-01,-5.170307308e-02,-6.091377139e-02,1.706961095e-01,4.225469828e-01,2.086991966e-01,-5.167669803e-02,-6.388384104e-02,-2.110559493e-02,-2.107468061e-02,-7.707789540e-03,-3.553043678e-02,-7.735196501e-02,-5.209539086e-02,-6.544315070e-02,-5.622626096e-02,-4.367686063e-02,-3.245507553e-02,-5.073129386e-02 +biases2 = 2.071783096e-01 diff --git a/params/D00117.003.txt b/params/D00117.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..4195c0076811c3c3b7244554f707f25e5038bd67 --- /dev/null +++ b/params/D00117.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.642462850e-01,2.441783808e-02,-2.036822289e-01,-3.638126552e-01,-2.531524990e-10,-1.507282406e-01,-3.418806791e-01,1.574913971e-02,-2.032358646e-01,2.884881223e-10,-1.264242530e-01,-1.861802638e-01,-2.594856487e-04,-1.438031346e-01,2.304610908e-01,1.804814909e-10,7.289018016e-03,-9.623108059e-02,2.309635431e-01,-1.161564607e-03,-3.628097475e-11,-2.862236276e-02,1.324840784e-01,-1.199385971e-01,1.198172569e-01,4.274109955e-10,-1.519999560e-02,-2.509249188e-02,-2.134599537e-01,-4.397499934e-02,1.107476279e-01,2.123311527e-10,1.999280155e-01,-3.530708253e-01,-2.073991448e-01,2.624038756e-01,-5.634591682e-10,2.620845437e-01,6.538174301e-02,-3.442076743e-01,1.107100281e-03,-4.323392200e-10,-1.840005666e-01,2.072257102e-01,-3.202134669e-01,1.278568506e-01,-7.895358205e-01,-5.177054896e-10,-1.315283179e-01,-2.420493960e-02,6.622613873e-03,-4.229941219e-02,-5.121516544e-10,-2.465536892e-01,-1.948285401e-01,-3.291483968e-02,-1.237562820e-01,-1.369840352e-10,5.566272885e-02,-1.299748272e-01,-1.015706584e-01,-8.400410414e-02,9.843795747e-02,-4.857440561e-10,-3.029084504e-01,4.024894908e-03,-1.720886528e-01,-2.386992723e-01,-4.340889315e-10,-3.885826170e-01,-3.280537724e-01,1.284296960e-01,-2.978858054e-01,1.773635683e-10,8.426962048e-02,-2.696776092e-01,-9.410383552e-02,-1.740045696e-01,1.183097512e-01,3.382922553e-10,1.384096742e-01,1.616214751e-03,-1.964256726e-02,1.117280945e-01,5.229894851e-10,1.339780390e-01,1.510443240e-01,-9.886378795e-02,2.998996340e-02,-4.397757158e-10,-2.020333260e-01,1.069044098e-01,-1.903955340e-01,7.354968786e-02,2.010252476e-01,-4.805685849e-10,3.049232364e-01,-3.930379152e-01,2.312259674e-01,3.843181208e-02,-2.598805615e-10,1.688740551e-01,9.658972919e-02,-4.833399057e-01,1.999198049e-01,1.864049470e-10,-5.268681422e-02,1.260080338e-01,-4.643544257e-01,1.768314391e-01,-7.069534659e-01,3.763938050e-10,-3.291391432e-01,-6.172872707e-02,-2.126259804e-01,-5.633367598e-02,1.652388226e-10,-7.872263342e-02,-2.585154474e-01,-2.885372192e-02,-1.378063858e-01,6.395847185e-10,-1.006120145e-01,-9.729284048e-02,1.130834445e-01,-2.210322767e-01,3.823891655e-02,2.455963731e-11,-3.069270849e-01,-1.277001575e-02,7.449822873e-02,-2.506902516e-01,-3.528941583e-10,-5.668289661e-01,-5.191034079e-01,1.315846145e-01,-1.999140382e-01,8.150808500e-11,-1.792257279e-02,-2.917751968e-01,-1.711724699e-01,-2.140172124e-01,-1.688436419e-02,2.148365930e-10,1.371658444e-01,-9.119142592e-02,-3.176582456e-01,1.233265251e-01,4.999912706e-10,1.512333006e-01,1.362490505e-01,-2.464820594e-01,5.021443963e-02,-3.643249868e-10,-2.459458075e-02,2.234566770e-02,5.825862661e-02,7.126806676e-02,3.432707191e-01,1.167971709e-11,3.693965077e-01,-3.287373483e-01,5.367111787e-02,1.378387362e-01,-3.167350930e-12,2.589466870e-01,3.164516687e-01,-4.023370445e-01,3.905533999e-02,-4.805466025e-10,-1.038661525e-01,1.922621876e-01,-4.741940200e-01,1.190722287e-01,-4.900039136e-01,2.247357335e-11,-3.884799182e-01,-1.570322178e-02,1.581479423e-02,-1.551872492e-01,-4.274253174e-10,-8.565108292e-03,-2.728659213e-01,3.471817821e-02,-9.519738704e-02,-1.951666051e-10,-1.234226450e-01,-5.711776018e-02,-4.916111007e-02,-1.211938262e-01,-1.839393377e-01,-4.816685592e-11,-5.450153947e-01,-1.833326221e-01,5.573073030e-02,-1.059150845e-01,-1.025282567e-10,-5.320056081e-01,-5.103769898e-01,-6.375981122e-02,-1.258236915e-01,-8.379396482e-11,-4.671876132e-02,-1.998244077e-01,-2.326177359e-01,-2.090232819e-01,-4.163566232e-01,-4.418415286e-11,2.455024123e-01,1.305089146e-01,1.412594914e-01,5.954175070e-02,-4.349758331e-10,2.002692074e-01,1.375712156e-01,-3.220526129e-02,-2.639690936e-01,1.258056437e-10,2.504051290e-02,8.874333650e-02,-5.762373656e-02,3.274802491e-02,3.203130662e-01,-9.401906337e-11,2.759142816e-01,-2.643787861e-01,-3.232236803e-01,9.041804820e-03,6.412082670e-11,8.982291818e-02,3.075044453e-01,-6.510702372e-01,2.029647827e-01,-3.053421960e-10,-2.839012742e-01,7.748264074e-02,-2.361217290e-01,2.085404098e-01,-1.915076375e-01,-1.202641875e-10,-1.652660072e-01,-1.307870001e-01,-4.770963639e-02,-1.073514894e-01,2.435619761e-10,7.593894750e-02,-2.736771703e-01,2.647519410e-01,-1.847686432e-02,-9.145863927e-11,3.468408436e-02,-1.006852537e-01,-1.087694019e-01,-1.770068407e-01,-6.016158685e-02,-1.221999845e-11,-5.163797736e-01,1.251382381e-01,3.938490525e-02,-1.071662754e-01,1.442762021e-10,-2.085973322e-01,-4.718018174e-01,-5.585515499e-01,-1.013126783e-02,5.498586031e-10,-4.814196378e-02,-1.681365222e-01,-2.391752303e-01,-2.825234234e-01,-3.722700775e-01,-2.409333323e-11,2.349738032e-01,-2.031518668e-01,-1.151797548e-01,-3.219823539e-02,5.084374033e-10,7.436501980e-02,1.590376645e-01,1.210206866e+00,6.369693577e-02,3.516343328e-10,7.227377966e-03,-1.795667037e-02,-9.052737057e-02,-1.459263032e-03,1.630948186e-01,1.036605871e-10,1.267416030e-01,-3.175587356e-01,1.347889751e-01,-2.343720384e-02,-1.110224759e-10,-7.215958089e-02,2.361131310e-01,-5.314515829e-01,-7.706623524e-02,-1.352627454e-10,-2.436275929e-01,1.480953246e-01,-3.192221522e-01,1.943010390e-01,8.404991031e-02,3.951521332e-10,-3.413373604e-02,-5.222667009e-02,-2.325539142e-01,1.852459647e-02,2.791515907e-10,4.117500782e-02,-2.622784376e-01,-6.013918519e-01,-1.818099916e-01,-3.767364753e-10,1.385142002e-02,-9.553267062e-02,1.285226643e-02,-5.487564206e-02,-2.225845009e-01,4.560549161e-10,-2.796033919e-01,1.619889736e-01,-2.246154845e-01,2.153229713e-02,6.194029317e-11,-1.388862282e-01,-5.087312460e-01,-6.606111526e-01,-7.922774553e-02,-9.657599026e-11,-2.109278291e-01,-2.128861845e-01,-6.580352783e-02,-1.855004579e-01,-3.186828792e-01,-2.988080339e-10,1.323043257e-01,-1.765883341e-02,3.595444188e-02,9.025201946e-02,3.389772352e-10,-1.245078444e-02,1.647125036e-01,-3.079138696e-01,-1.267590076e-01,3.625622580e-10,1.896678358e-01,-1.091775205e-02,-3.227578998e-01,2.543933317e-02,2.006327547e-02,-2.632443707e-10,4.014786333e-02,-4.273338318e-01,3.890649602e-02,-1.330487728e-01,-2.815947475e-10,-9.872107953e-02,3.324375749e-01,1.098124862e+00,2.504536211e-01,-3.554467484e-11,-1.049361899e-01,1.050854772e-01,-2.156209499e-01,6.312091649e-02,1.864900589e-01,1.851577502e-10,-8.111299574e-02,-1.656443477e-01,-2.268042415e-02,-1.231713071e-01,-1.258085580e-10,8.591947705e-02,-3.271749914e-01,-6.107461452e-01,-2.491909713e-01,2.621589057e-10,-1.445233822e-01,-1.494079269e-02,-3.162062168e-02,-4.814888537e-02,-2.355106026e-01,-6.399148988e-10,-1.372225881e-01,-6.208098307e-02,-1.730211973e-01,4.351709485e-01,-2.732424877e-11,-4.937329516e-02,-5.352069139e-01,-3.790658712e-01,-9.640639275e-02,5.155124660e-10,-3.998976946e-01,-1.737976372e-01,2.324353717e-02,-3.154111803e-01,-5.281382473e-04,4.133526507e-11,4.062708467e-02,-1.514163315e-01,-3.052820824e-02,-5.363373160e-01,-3.970129225e-10,-9.027570486e-02,1.689239442e-01,-3.905749619e-01,2.522339299e-02,2.708409330e-10,1.772985160e-01,6.586246192e-02,-4.619316757e-01,1.072538830e-02,-2.177652866e-01,1.430246477e-10,-1.025006250e-01,-1.379302442e-01,2.800513208e-01,-3.687284887e-01,-1.768394042e-10,-1.564728618e-01,2.693671286e-01,7.166128755e-01,-9.665245190e-03,-1.177617726e-10,1.165012568e-01,8.768916130e-02,-2.045769095e-01,1.368168145e-01,1.066913381e-01,-4.469013701e-11,1.157959364e-02,-9.541668743e-02,-2.487189323e-01,3.252201378e-01,1.515388336e-11,1.322256923e-01,-2.417719364e-01,-4.283090830e-01,-1.248227656e-01,-3.582810715e-10,-1.641816646e-01,-1.137412041e-01,6.657345220e-03,2.303605899e-02,-2.364639640e-01,-2.316484782e-10,2.884547040e-02,-8.702633977e-01,-1.236628518e-01,9.160690010e-02,2.306205747e-11,-4.135189578e-02,-4.081742764e-01,-3.250090182e-01,-3.558927774e-01,-4.874806669e-10,-4.848153293e-01,-2.555409968e-01,-5.977907181e-01,-1.646406949e-01,4.327340052e-02,-1.931427761e-11,-9.585160762e-02,7.877551317e-01,-8.809131384e-02,-5.144919157e-01,4.696629197e-10,7.211852819e-03,1.613542438e-01,-8.859372139e-01,1.011389121e-01,-1.880311740e-10,9.036899358e-02,-4.248190299e-02,1.339278102e+00,4.784672707e-02,-1.969396919e-01,1.269948591e-10,-1.470340043e-01,-3.713639975e-01,2.224819511e-01,3.527117968e-01,-1.863194043e-10,-2.045629919e-01,2.738295496e-01,3.990175128e-01,9.920430928e-02,3.725230888e-11,3.498849571e-01,1.713140160e-01,-8.393948078e-01,-4.538080469e-02,-2.485806942e-01,6.690997062e-11,2.584036998e-02,5.196920596e-03,-1.831896007e-01,-7.464843243e-02,-6.313610745e-10,7.395004481e-02,-3.657510877e-01,3.290495276e-01,-5.130383745e-02,2.180743086e-10,-2.259301990e-01,-6.671019830e-03,-5.384491682e-01,1.797904260e-02,5.438020825e-02,1.324838572e-10,2.239329368e-02,-5.213708878e-01,-1.543924361e-01,-3.254395127e-01,2.405682320e-10,2.311836481e-01,-4.658519626e-01,-1.512671560e-01,-2.378098071e-01,-3.771513934e-10,-4.954706728e-01,-1.070015728e-01,-6.964291334e-01,-2.182710767e-01,1.243511289e-01,-3.829843387e-10,-5.327291787e-02,-5.813920498e-01,-3.327374533e-02,-5.971304774e-01,-5.263098846e-10,1.502883527e-02,1.132269949e-01,1.074098572e-01,8.545071632e-02,-4.065890680e-10,1.415836960e-01,6.286316365e-02,-6.519842148e-01,3.738041222e-02,-2.550242841e-01,-5.098696465e-10,-2.787174881e-01,1.176217079e+00,1.930699348e-01,4.723775089e-01,2.044678593e-10,-5.286959410e-01,2.324963659e-01,-3.633883893e-01,-3.762080520e-02,-4.071066262e-10,4.115871191e-01,-2.904350497e-02,1.490254879e+00,2.172522061e-02,-2.320201546e-01,-1.455283116e-10,1.211218312e-01,-5.213830471e-01,-1.782144308e-01,3.054940403e-01,9.980493515e-11,1.177598238e-01,-2.186269760e-01,-7.440596819e-02,-1.573335752e-02,1.576410703e-11,-3.292619288e-01,-5.981952325e-02,-7.782397866e-01,1.565759070e-02,1.545153651e-02,-5.376099219e-11,4.495930672e-01,-1.969888508e-01,-9.036375582e-02,-2.243783176e-01,1.823182161e-10,2.173028290e-01,-4.468984902e-01,-2.887427807e-01,-1.812599301e-01,3.704535290e-10,-4.240028262e-01,-1.032615528e-01,-9.222759604e-01,2.883933671e-02,-3.081514314e-02,-5.436234449e-11,-5.512629747e-01,-1.382756978e-01,2.301380970e-03,-3.290233612e-01,-1.168348317e-11,-2.808739841e-01,1.815480590e-01,2.575008571e-02,-8.086877316e-02,-2.911583474e-10,-2.087581456e-01,2.127671801e-02,1.077533484e+00,-5.190518498e-02,1.600531638e-01,-6.940277346e-12,-4.886741042e-01,7.444992196e-03,2.361762375e-01,2.974041700e-01,2.844230927e-11,-4.346477389e-01,6.029875204e-02,6.090684235e-02,1.144703701e-01,-1.333539390e-10,5.504368544e-01,9.160098433e-02,-5.625768304e-01,-2.109405398e-01,-2.420035005e-01,-2.389911602e-10,4.018639624e-01,-1.198443398e-01,-3.205312490e-01,1.111342609e-01,-1.949966022e-10,3.337164223e-01,-1.334407628e-01,-2.806055248e-01,-5.783891678e-02,3.354752587e-10,-1.875087172e-01,-1.427862197e-01,-2.292091995e-01,9.004940093e-02,-2.343757302e-01,-3.946180882e-10,-1.536176950e-01,-5.833498836e-01,-2.080407441e-01,5.667206272e-02,-1.152569915e-10,2.519681454e-01,-2.732232213e-01,-3.113280237e-01,-8.420656435e-03,3.703770624e-10,-2.067173570e-01,6.040894613e-02,-7.032852769e-01,-9.059633315e-02,-1.780613810e-01,-1.883357359e-10,1.259055436e-01,1.103822589e+00,4.002477974e-02,-3.008760512e-01,-3.786746750e-10,5.119515061e-01,1.773743480e-01,-2.772366814e-02,-3.848535195e-02,5.026276617e-10,-3.123469353e-01,-1.136870608e-01,-7.710770965e-01,-4.159544781e-02,3.100573830e-02,4.089901473e-10,7.216922045e-01,-4.970956743e-01,3.139428794e-01,1.401065588e-01,3.674056719e-12,-9.566373825e-01,-1.222131252e-01,5.525432900e-02,-1.648331881e-01,5.917256685e-10,5.767730474e-01,-1.497947127e-01,1.715094447e+00,-6.995820999e-02,7.737822086e-02,-4.505917861e-10,-8.825532794e-01,-4.710890353e-01,-3.187829852e-01,-4.082138836e-02,2.067168658e-10,2.798401564e-02,-1.197914407e-01,-1.980217546e-01,6.169555243e-03,4.184209645e-10,-3.282989860e-01,6.932299584e-02,-8.770793080e-01,5.917008594e-02,-2.784438133e-01,5.586647464e-11,-9.404279292e-02,-6.289046407e-01,-3.080500960e-01,8.790040016e-02,2.755086159e-10,1.750325561e-01,-1.214353666e-01,-3.499527276e-01,2.528095990e-02,-1.682751161e-10,-5.459394455e-01,-9.186360240e-02,-4.303717315e-01,5.585488677e-01,-5.820536613e-01,-1.193430355e-10,4.811041802e-02,-2.256389856e-01,5.038017780e-02,-2.245593071e-01,-3.042057439e-10,5.567545537e-03,8.401457220e-02,-1.923661120e-02,-1.306954175e-01,-1.111517753e-10,9.120234847e-01,-1.759705693e-01,3.036943376e-01,-4.205030203e-01,1.234962642e-01,3.531362980e-10,-3.416966274e-02,9.028449655e-01,3.695840538e-01,8.222609013e-02,7.146374464e-11,-5.584480166e-01,-1.997576654e-01,8.185918629e-02,-8.458916843e-02,2.802191292e-11,-5.936579108e-01,1.242934242e-01,-5.056051016e-01,-4.002668560e-01,2.546545565e-01,-9.748351432e-11,-1.074528173e-01,-4.960009158e-01,-2.858507633e-01,-9.024661779e-02,-1.066491409e-10,2.118526548e-01,-1.004585624e-01,-1.944288760e-01,-1.586346515e-02,-6.642881384e-11,-4.246808216e-02,9.754313156e-03,-5.410146900e-03,1.179640368e-01,-1.444542706e-01,-7.940041853e-12,2.115571052e-01,-7.467468381e-01,-6.335486770e-01,2.272362635e-02,1.899913560e-10,1.569190808e-02,7.057208568e-03,-2.448195666e-01,1.100328043e-01,1.160707711e-10,-6.917836070e-01,6.792346239e-01,-1.671801507e-01,-2.673964500e-01,-4.646622837e-01,4.947936852e-11,-1.756020933e-01,1.911644489e-01,2.649589777e-01,-1.596507877e-01,-1.035811506e-10,-1.203875989e-01,6.199917570e-02,-1.518295258e-01,-1.182247922e-01,1.434570240e-10,1.166468039e-01,-6.214995384e-01,-4.002845883e-01,-2.770513296e-01,-3.799422383e-01,-2.731842530e-10,-1.687484980e-01,2.446117103e-01,6.006004810e-01,3.173204511e-02,2.499368212e-10,-1.845322102e-01,-3.626578748e-01,1.210801750e-01,-2.143465430e-01,1.132029678e-10,4.155158401e-01,-2.665918767e-01,2.194108367e-01,4.499531090e-01,6.461590528e-01,2.188751125e-10,-5.426885188e-02,-1.386424601e-01,-4.051660597e-01,-3.927008808e-02,1.735183941e-10,1.247459427e-01,-4.546238855e-02,-2.056896538e-01,1.683860645e-02,-5.529227423e-11,-1.115859598e-01,7.512544841e-02,-2.883102000e-01,-4.973696545e-02,-1.487054825e-01,-3.377957913e-10,-8.814106137e-02,-4.775988460e-01,-7.059641480e-01,2.707650186e-03,-4.472840154e-10,9.041361511e-02,4.739286005e-01,-1.684606075e-01,1.546086520e-01,8.673940038e-11,-5.457524657e-01,-5.597515106e-01,-1.803898513e-01,4.230896831e-01,-5.860245824e-01,5.160855424e-11,-7.657487690e-02,-8.572977036e-02,3.422919214e-01,-8.050734550e-02,-2.903232654e-10,-9.013756365e-02,-5.321506858e-01,-1.965072304e-01,-1.807046533e-01,-6.382158135e-10,2.226656489e-02,-6.506755948e-01,-2.099662423e-01,-4.126565754e-01,8.391247988e-01,-4.038149815e-10,8.163193241e-03,2.796439230e-01,6.261931658e-01,-1.905111410e-02,-1.885525625e-10,-8.977770060e-02,-8.433809876e-01,-6.037682295e-02,-3.004107475e-01,8.292443815e-11,2.789098024e-01,8.310435414e-01,-1.356710494e-01,-5.076009631e-01,-5.073685050e-01,1.061053537e-10,-3.022686206e-02,-1.642097086e-01,-4.363083839e-01,-4.688386247e-02,-2.502362206e-10,-7.415948063e-02,5.625986457e-01,-5.506791547e-02,1.203713790e-01,2.952627864e-10,-2.621746249e-02,2.452057004e-01,-1.090445220e-01,3.526862562e-01,-9.273289889e-02,-6.912921346e-10,-8.120253682e-03,-2.081483603e-01,-1.246980309e+00,-3.694538260e-03,2.836940127e-10,8.419806510e-02,-1.348121405e+00,-1.597960442e-01,1.483763307e-01,-5.272714487e-10,-3.477674425e-01,-1.732771099e-01,-1.910996288e-01,-4.531565607e-01,-6.618457437e-01,3.605752918e-10,-2.715374343e-02,-1.145452634e-01,5.352220535e-01,-1.137591824e-01,3.962463135e-10,-5.714329332e-02,1.096780181e+00,-1.912289709e-01,-1.001106128e-01,-7.538988323e-10,-5.333758146e-02,-2.987753451e-01,-2.579199374e-01,3.145302832e-01,-2.390099876e-02,4.319934133e-10,-1.267271787e-01,-2.141242288e-02,6.269191504e-01,-9.301667660e-02,-5.220647248e-10,-1.260711998e-01,8.086056709e-01,-3.117847070e-02,-4.929908514e-01,-4.609625182e-10,8.688583970e-02,3.436058164e-01,-2.465640008e-02,1.331294477e-01,6.458171606e-01,-4.072779891e-10,-2.573807910e-02,-1.032669917e-01,-8.895958960e-02,6.628210843e-02,-2.212878214e-10,-6.491330266e-02,-8.962022066e-01,-9.819971025e-02,2.384752780e-01,2.410406319e-10,4.314054921e-02,-4.861385096e-03,-1.613911539e-01,-1.388008446e-01,-3.081594706e-01,-4.369259399e-10,8.341895044e-02,-1.954838634e-01,-9.430307746e-01,5.908740312e-02,-4.142016730e-10,1.355379075e-01,-1.651831716e-01,-2.353538275e-01,6.165124178e-01,1.249544478e-11,-1.284943074e-01,-3.260551095e-01,-1.662092954e-01,1.891108602e-01,-5.566912889e-01,1.387133741e-10,-6.944411993e-02,-5.879793689e-02,2.766336799e-01,-9.575475007e-02,-4.121440411e-10,-1.871474534e-01,-5.262454506e-03,-1.383503675e-01,-6.591677070e-01,6.045525885e-11,-1.121833622e-01,1.621798240e-02,-1.967975199e-01,3.535078466e-02,-1.290508956e-01,-2.784935338e-10,-1.520395130e-01,-8.579200506e-02,3.951093853e-01,-4.334143177e-02,5.017863347e-10,-1.657046825e-01,-5.951508880e-02,-1.692458242e-02,-8.406436443e-01,3.869258247e-10,-3.152277693e-02,5.722640082e-02,-6.108267978e-02,-3.350623846e-01,3.083581030e-01,3.059061338e-10,-4.912514240e-02,-1.064981073e-01,9.701135010e-02,-6.420900673e-02,-4.206950066e-10,5.270358920e-02,-1.078119129e-01,-8.971892297e-02,6.771014333e-01,8.423823861e-10,1.953144791e-03,1.190378442e-01,-2.109530121e-01,-3.431048244e-02,2.957062609e-02,-1.797377525e-10 +thresholds = -7.550005913e-01,-1.798617005e+00,-6.959366798e-01,-5.794384480e-01,-2.062705425e-05,-6.592870951e-01,-1.355927110e+00,-1.932211757e+00,-8.252719045e-01,-5.238743142e-06,-1.086585283e+00,-5.373045206e-01,-2.553000212e+00,-5.788530707e-01,-1.394905567e+00,-4.090836592e-05 +weights1 = -1.691074818e-01,-1.756395996e-01,3.097914457e-01,9.847036749e-02,2.922608256e-01,1.483205706e-01,-1.385020018e-01,-2.142015994e-01,2.003227029e-10,8.196135437e-10,-2.000559866e-01,-5.362869501e-01,-3.755874336e-01,-3.098562062e-01,3.612502813e-01,2.028439343e-01,-2.682316303e-01,-2.671741843e-01,7.456167350e-10,8.177920008e-10,2.555743754e-01,1.632917821e-01,-2.042957395e-01,-5.488065481e-01,3.362619281e-01,2.878157198e-01,-1.184781045e-01,-3.980176747e-01,2.071598619e-01,1.943253428e-01,-7.948745551e-10,9.519656174e-10 +biases1 = 2.200008035e-01 +weights2 = +biases2 = diff --git a/params/D00118.001.txt b/params/D00118.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..075183569cb48de0d58293881d8cd8705d049db5 --- /dev/null +++ b/params/D00118.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.222788393e-01,8.719403297e-02,-3.676681221e-01,-4.962263256e-02,-4.506648183e-01,1.131120771e-01,4.933108762e-02,-1.381546408e-01,9.306440130e-03,-2.962507606e-01,-4.760627076e-02,-2.324966192e-01,8.837257337e-05,1.016472373e-02,3.542439267e-02,-4.925690964e-02,2.647303045e-02,-1.328428537e-01,-3.994234279e-02,-3.081017733e-01,2.555526495e-01,7.305832952e-02,-1.608783454e-01,5.946302414e-02,-2.157002389e-01,5.978437886e-02,1.495234072e-01,-3.036713926e-03,-1.097521745e-03,3.076011874e-02,-9.920398891e-02,-4.360212684e-01,-1.547451317e-01,-1.570814550e-01,4.881416261e-01,1.885204166e-01,1.517712027e-01,-5.596457720e-01,-2.362827770e-03,-1.084783897e-01,3.966255486e-02,-1.091721952e-01,-1.416589469e-01,1.748078614e-01,-8.364415262e-04,-4.280239344e-02,-1.231579259e-01,3.125786781e-01,-5.436982960e-02,4.924141988e-02,-1.772899926e-01,2.409534156e-02,-5.443457514e-03,2.119563520e-02,-1.470425129e-01,2.072489820e-02,-9.575738758e-02,1.347843856e-01,-2.893776633e-02,-1.053509638e-01,-7.139049703e-04,-1.315721273e-01,-1.140842438e-01,-2.690198272e-02,-2.175952867e-02,2.035602033e-01,-2.087362707e-01,-3.545211554e-01,-3.566519618e-01,-4.468109012e-01,-4.272406455e-03,-9.989373386e-02,-4.270939156e-02,-2.838390172e-01,-4.245477170e-02,-3.415401578e-01,-9.913920658e-04,-2.038108930e-02,1.247615740e-01,-2.318004370e-01,-5.995044857e-02,-7.996930182e-02,-7.485453784e-02,1.297453791e-01,3.495755196e-01,-5.041067600e-01,-1.528763473e-01,-4.707583785e-02,-2.421653271e-01,1.807717979e-01,8.166573942e-02,8.246530779e-03,-1.264988095e-03,-1.287028659e-02,-1.964717656e-01,2.433036268e-02,-1.414275467e-01,-2.552306950e-01,3.565540910e-01,2.173637599e-01,-5.413948745e-02,1.143100023e+00,-5.520528927e-02,7.081223279e-02,9.663698822e-02,-2.745413184e-01,-9.936530143e-02,1.319880188e-01,1.395118190e-03,4.299065098e-02,-1.059248224e-01,2.138653994e-01,-8.195584267e-02,-2.056755871e-02,-1.690404862e-01,-1.383903623e-01,1.373009756e-02,-5.452905297e-01,-4.853295907e-02,-9.110493213e-02,-7.550673932e-02,1.673004627e-01,-9.116115980e-03,3.450230882e-02,-1.183145563e-03,-1.447089314e-01,-1.234982759e-01,-2.051049173e-01,3.527235687e-01,8.917272836e-02,-4.302559197e-01,-4.446753860e-01,-2.135593742e-01,-4.585385025e-01,2.591375262e-02,-1.411600709e-01,7.966632843e-01,-3.629781678e-02,-6.880307943e-02,-6.929399371e-01,-5.425685667e-04,-3.592827544e-02,8.418062329e-02,-3.481636643e-01,-1.729920655e-01,-1.392378509e-01,2.041569166e-02,2.748626471e-01,4.430730641e-01,-5.159379244e-01,-8.959721774e-02,-1.469797045e-01,-4.014068246e-01,3.909507021e-02,9.751327336e-02,3.490191996e-01,-1.354193897e-03,-3.612657264e-02,-2.046201080e-01,1.580611765e-01,-2.161929905e-01,-2.304548174e-01,4.276849031e-01,3.578462079e-02,-3.740905821e-01,1.061774611e+00,-8.976851404e-02,2.760996819e-01,-5.035908222e-01,-3.365131319e-01,-1.522185653e-01,-9.626282752e-02,8.943464491e-04,4.305351526e-02,-8.000705391e-03,1.885971129e-01,-2.683746219e-01,1.280552000e-01,-1.135189384e-01,-1.032039523e-02,9.619531780e-02,-4.397026598e-01,-1.081380099e-01,-1.534697413e-01,-1.558560580e-01,1.243691891e-01,5.528020859e-02,2.730699480e-01,-6.210230058e-04,-1.041735783e-01,-1.725465357e-01,-1.987197548e-01,-2.701072693e-01,-1.229022965e-01,-1.958434731e-01,-4.489500225e-01,-1.515945643e-01,5.607504845e-01,-1.968431845e-02,-1.993176043e-01,-3.691368103e-01,-2.895027772e-02,-7.578632236e-02,-1.625952274e-01,8.839617949e-04,-2.643411420e-02,1.678456366e-01,-4.467200935e-01,-3.914124072e-01,2.367392182e-01,-1.309190243e-01,2.246829122e-01,9.701357037e-02,-2.528738976e-01,-8.565896004e-02,2.082025073e-02,-5.245842338e-01,-9.443244338e-02,1.581464857e-01,1.108166575e-01,-1.822751365e-03,-1.521763485e-02,-5.635676384e-01,2.520036697e-01,7.873061895e-01,-1.873649359e-01,3.485625684e-01,2.335815690e-02,-8.550065756e-02,-6.050366759e-01,-3.531606495e-02,2.605697215e-01,1.079789400e+00,-3.616381586e-01,-1.259684712e-01,3.553557768e-02,-1.423262875e-03,6.472120062e-03,4.030143023e-01,7.130163163e-02,-4.299765229e-01,-7.867411524e-02,-1.179706380e-01,5.566494539e-02,9.242738783e-02,-5.528923124e-02,-1.211170480e-01,-2.487894297e-01,-4.505800307e-01,2.756168246e-01,-2.555157803e-02,-1.502297372e-01,-6.177953910e-04,-9.872716665e-02,-3.085485697e-01,-7.618895918e-02,3.661682904e-01,-3.080930710e-01,-4.488615394e-01,-1.684694290e-01,-1.113633588e-01,-3.308171928e-01,-9.196151793e-02,-3.974873126e-01,5.477973819e-01,6.430616230e-02,-1.656080186e-01,-3.019872010e-01,-8.368179551e-04,-1.056143641e-02,1.935982555e-01,-1.582193077e-01,-3.350035548e-01,-2.981127501e-01,1.071758941e-02,8.534362912e-02,6.665229052e-02,-4.936681688e-01,-1.020202935e-01,6.339128613e-01,-5.505149364e-01,-1.974110901e-01,1.969494522e-01,-1.426940691e-02,-1.567283645e-03,-3.588134050e-02,-3.191115856e-01,1.320848465e-01,-1.158794835e-01,7.447425127e-01,4.549899101e-01,-1.481116097e-02,-2.421851270e-02,9.806684852e-01,-4.782085121e-02,-1.971817315e-01,-4.319954664e-02,-2.394225150e-01,-6.361138821e-02,-6.514175795e-03,1.550829620e-03,5.149487406e-02,-3.498667106e-02,9.238895960e-03,-2.201973051e-01,-2.911799550e-01,-1.127876118e-01,-4.868176579e-02,2.131727897e-02,-5.086125731e-01,-1.980051026e-02,-2.062346637e-01,-2.172235250e-01,1.625194401e-01,-3.670147434e-02,1.565980315e-01,-1.183355460e-03,-1.377969980e-01,-1.389231682e-01,-1.826189756e-01,8.904385567e-01,-3.984908462e-01,-2.847616076e-01,-2.999189198e-01,-4.596338049e-02,5.507405475e-02,1.239793971e-01,4.506462216e-01,7.251702547e-01,1.312147081e-01,-9.652436525e-02,-4.168944955e-01,2.570803626e-04,1.546325255e-02,4.296355247e-01,-6.033880115e-01,-6.169711351e-01,-5.057274699e-01,9.119594470e-03,2.678869665e-01,1.094551161e-01,-2.418238968e-01,-1.889612973e-01,-3.147874177e-01,-8.916146755e-01,-1.183410659e-01,1.921398044e-01,1.532535553e-01,-1.540789264e-03,4.838445690e-03,-4.825501442e-01,1.310373098e-01,-1.457193345e-01,5.200558901e-01,3.786881566e-01,-3.198078275e-02,-9.241370112e-02,-1.322777867e-01,-7.314278930e-02,-2.544941306e-01,1.235902086e-01,-2.836274505e-01,-2.671588361e-01,2.301059663e-02,-6.588898250e-04,6.808495522e-02,-1.090932172e-02,1.344345361e-01,-4.322659373e-01,2.317068726e-01,-1.985075176e-01,-8.070535958e-02,-1.990824006e-02,-3.351366520e-02,-1.234284043e-01,-4.770123959e-02,-2.207014263e-01,6.086134166e-02,1.023970470e-01,7.429876924e-02,1.659783629e-05,-2.217073888e-01,-2.382189035e-01,1.383951455e-01,4.270169139e-02,-1.137344390e-01,-2.997888923e-01,-1.486378461e-01,-2.155392617e-01,-9.157185256e-02,3.633522242e-02,-4.400054365e-02,1.902657896e-01,6.541632116e-02,-1.999842227e-01,-1.832991689e-01,1.162330271e-03,5.691956356e-02,1.736790091e-01,-1.758788377e-01,1.383467317e-01,-4.516464472e-02,-1.757412590e-02,1.628164798e-01,2.272547334e-01,-1.435527951e-01,-2.555083930e-01,1.397015005e-01,-3.428447545e-01,-1.754485965e-01,2.225475758e-01,3.089099824e-01,-1.845947350e-03,-9.338064492e-02,-1.355386525e-01,4.057107493e-02,-4.745554030e-01,-4.321764708e-01,4.359405041e-01,-1.447989941e-01,-5.679026246e-02,-1.279369146e-01,2.983132005e-01,-2.542176545e-01,-1.780104935e-01,-1.804159880e-01,-1.061367318e-01,-4.272675216e-01,-3.013333189e-04,1.124318242e-01,-4.645270705e-01,-1.481595915e-03,-1.012014691e-02,4.390310347e-01,-2.131489664e-01,-1.509502251e-02,-3.296760842e-03,1.022444107e-02,-3.401900530e-01,-7.877142169e-03,6.617362052e-02,8.135066926e-02,1.352875773e-02,1.356360465e-01,-8.159450954e-04,-2.101346999e-01,1.251387447e-01,-6.269009411e-02,-1.177414730e-01,-2.186944932e-01,-1.145955995e-01,-1.863854975e-01,-1.302969754e-01,-2.786714956e-02,8.765529096e-02,1.124938652e-01,-9.651009738e-02,-1.373926848e-01,-1.046535000e-01,1.026596949e-01,7.032742142e-04,-3.347755224e-02,1.030345112e-01,-2.512364388e-01,-3.761450350e-01,-3.261965513e-01,-1.456035525e-01,2.304500788e-01,2.107388526e-01,-1.504807770e-01,-2.675224841e-01,3.221661970e-02,-2.325088978e-01,1.324307639e-02,1.110355034e-01,-3.908233345e-02,-1.490448369e-03,-9.017605335e-02,-2.768108845e-01,7.703100890e-02,-1.375237703e-01,6.887947321e-01,4.076900780e-01,-1.140784919e-01,-1.074107736e-01,-4.129158705e-02,-2.627197187e-03,-2.205808908e-01,5.176221486e-03,-3.637716472e-01,-1.924799979e-01,-3.072904050e-01,-9.244990651e-04,2.358003259e-01,-1.636196077e-01,8.716104180e-02,3.267523944e-01,-2.971152067e-01,-2.426437587e-01,-7.543792576e-02,-2.136664093e-02,-1.332597136e-01,-7.906308025e-02,-9.138389677e-02,5.915211514e-02,2.775630355e-01,1.166431829e-01,7.704611123e-02,-5.891834153e-04,-2.457315624e-01,3.621366620e-02,-1.128493398e-01,2.087090760e-01,2.563604340e-02,-2.394805104e-01,-1.388367116e-01,-2.453481108e-01,5.755715817e-02,5.260493159e-01,5.272970721e-02,2.509098947e-01,-9.536635131e-02,-3.267651498e-01,-3.844184428e-02,-3.777611419e-04,-5.038098246e-02,-2.140111104e-02,-1.043415666e-01,-3.201692700e-01,-2.389648706e-01,8.222627640e-02,1.582409143e-01,3.552250862e-01,-1.144383699e-01,-6.916242242e-01,1.231087297e-01,-3.130278289e-01,-6.060958654e-02,3.133417666e-01,-2.166386992e-01,-1.588921645e-03,-2.084793299e-01,-2.890959978e-01,-1.335172653e-01,9.234872460e-02,1.664828160e-03,3.772279918e-01,-1.240194961e-01,-1.408228725e-01,-8.081084490e-02,1.475659311e-01,-2.023815811e-01,-6.703592092e-02,-3.583673537e-01,-1.328043044e-01,1.172980759e-02,1.106181371e-04,4.012571871e-01,1.750330925e-01,-4.333376512e-02,-2.854314148e-01,6.033774838e-02,-3.149017096e-01,-4.080503434e-02,-1.710623130e-02,-2.159558386e-01,-2.431253940e-01,-1.400154084e-01,-1.340861917e-01,3.043583035e-01,7.773963362e-02,7.601965219e-02,-1.038198126e-03,-2.757377326e-01,-1.641900539e-01,8.151991665e-02,-2.759311497e-01,-1.613397896e-02,-3.243193030e-02,-1.714614183e-01,-2.075909525e-01,-7.509213174e-04,1.129434630e-01,9.814724326e-02,1.206823811e-01,-6.317345053e-02,5.839875713e-02,6.210371107e-02,3.535170690e-04,8.956735581e-02,-1.966319978e-01,-1.035243422e-01,9.470365010e-03,-1.351507902e-01,-1.561198384e-01,1.913240403e-01,2.890162468e-01,-1.595771462e-01,-6.939723343e-02,4.560344387e-03,-2.963751256e-01,5.830978509e-03,7.671514899e-02,-1.332387626e-01,-1.335221226e-03,-3.431180716e-01,-1.531448513e-01,3.314336017e-02,-3.283029199e-01,1.087941453e-01,3.964332342e-01,-1.384779364e-01,-2.356755286e-01,-4.708219692e-02,-4.597311318e-01,1.580496784e-03,3.457324579e-02,-5.563620925e-01,-2.321793735e-01,2.887078933e-02,-6.402003928e-04,6.702600121e-01,-2.633105218e-01,-3.458638787e-01,2.893394828e-01,-1.100671068e-01,-3.035773933e-01,-2.679499239e-02,1.057105884e-01,-1.450257152e-01,1.542719305e-01,-2.708637714e-01,-1.225235835e-01,4.031422734e-01,2.846761234e-02,-1.250561476e-01,-5.414566840e-04,-5.504822731e-01,3.119869828e-01,2.166992724e-01,3.913116157e-01,-5.754173175e-02,-2.388617545e-01,-1.358523369e-01,-3.537183702e-01,7.537816651e-03,-2.262137681e-01,2.358639240e-01,3.602670878e-02,2.127854526e-01,-1.851385683e-01,1.845714599e-01,6.213729503e-04,-2.359151095e-01,6.442791224e-01,2.503542304e-01,-4.937283993e-01,-1.157886758e-01,4.586502910e-02,6.711167842e-02,2.393410802e-01,-2.554934621e-01,-4.267105758e-01,-1.847886145e-01,-2.333257794e-01,-6.235431880e-02,1.715828329e-01,-2.282985151e-01,-1.288970117e-03,-2.081846595e-01,-3.122445047e-01,-1.850644052e-01,-1.415172815e-01,8.092211187e-02,3.206062913e-01,-8.706928790e-02,-1.172542423e-01,3.804274276e-02,3.200077415e-01,-7.214277238e-02,-4.255599156e-02,-5.433590412e-01,-2.357541025e-01,-4.632137716e-01,-1.815797004e-04,7.650936246e-01,-5.439138412e-01,-2.092236578e-01,-6.080373004e-02,-5.957198143e-02,-2.240173668e-01,1.050537545e-02,1.829007715e-01,-1.431636214e-01,7.246381789e-02,-1.451545358e-01,-2.421076968e-02,1.830951124e-01,1.795793176e-01,3.404226601e-01,-9.234221070e-04,-4.548459947e-01,-8.962974697e-02,-5.566000566e-02,-2.853191458e-02,-1.044746488e-01,-1.938639134e-01,3.416721243e-03,-1.245742366e-01,4.040114954e-02,-5.051722527e-01,2.467382103e-01,3.708418086e-02,2.449648082e-01,2.172269523e-01,1.270420570e-02,6.097838632e-04,3.427053690e-01,4.083139356e-03,-1.167771369e-01,1.196542382e-01,-4.193869978e-02,-1.372456253e-01,1.022310108e-01,2.580189109e-01,-1.796652377e-01,-5.387212038e-01,-1.910845637e-01,-1.298053116e-01,1.827853546e-02,-1.588307619e-01,-9.252724797e-02,-1.573358313e-03,-1.298568547e-01,-3.018458486e-01,-2.938459218e-01,-2.913388610e-01,1.295841634e-01,3.752897680e-01,-2.370506376e-01,-1.187944636e-01,-2.337571383e-01,9.391267300e-01,-1.439456940e-01,-1.019099951e-01,-5.551953316e-01,-3.157367706e-01,-1.606331468e-01,-1.157707302e-03,4.137262702e-01,-1.392958462e-01,-2.467561886e-02,-1.043850482e-01,-1.355598122e-01,-1.401069611e-01,-1.368055213e-02,-6.278963387e-02,2.059976012e-02,-1.562902927e-01,-7.779850811e-02,-6.848264486e-02,8.150427788e-02,1.878667325e-01,7.353767753e-02,-6.907691131e-04,-7.604168057e-01,1.352657229e-01,2.359582484e-01,-3.585444763e-02,-1.828977317e-01,-1.532858163e-01,-5.894811824e-03,-5.814994127e-02,-4.432060197e-02,-2.094638050e-01,1.934106201e-01,-5.209643021e-02,2.184954286e-02,-5.903368443e-02,2.314553112e-01,4.907727125e-04,-5.032083988e-01,-3.396845758e-01,6.358624697e-01,3.212466538e-01,-1.778461784e-02,-3.174076229e-02,-4.004253820e-02,1.533116698e-01,-1.817692220e-01,-5.804548860e-01,-3.849390447e-01,-6.573557109e-02,-3.877069652e-01,3.167600036e-01,-1.799129546e-01,-1.001135679e-03,6.269701123e-01,8.528592587e-01,-3.580872715e-01,-2.266982496e-01,9.651373327e-02,3.224227428e-01,-1.888426691e-01,-2.606488168e-01,-3.305035830e-02,-6.430198550e-01,1.482691467e-01,-6.988278776e-02,-9.338214993e-02,-3.494652510e-01,-7.312559336e-02,-4.748740466e-04,-4.406286776e-02,-4.204128385e-01,-3.010705411e-01,-3.629153073e-01,-4.762180150e-02,-2.332050204e-01,8.971884847e-02,1.176909581e-01,-9.388632327e-02,1.171822667e+00,-1.234759688e-01,-7.524206489e-02,2.489960045e-01,2.153457887e-02,-1.455397904e-01,-6.422921433e-04,-2.128620297e-01,-3.933269680e-01,-1.766003221e-01,-1.327556968e-01,-1.556078345e-01,-5.840127170e-02,1.698227525e-01,1.214317158e-01,-1.586880833e-01,4.312353134e-01,2.453825027e-01,-4.370113835e-02,4.680295587e-01,-2.065405548e-01,3.111717701e-01,-1.220070117e-04,3.855939582e-02,6.163480133e-02,-3.038920462e-01,1.217800081e-01,7.997085154e-02,-2.325352728e-01,-3.781751692e-01,3.980890661e-02,-1.026682407e-01,-3.661470115e-01,-4.094322324e-01,-1.009690762e-01,-5.614611506e-01,-4.229429662e-01,-4.366830289e-01,-1.027994673e-03,8.712842315e-02,-6.487614512e-01,-3.793486059e-01,-5.732159317e-02,2.133698016e-02,4.479977489e-01,-1.539913863e-01,-2.734657228e-01,-2.850959077e-02,-3.803139031e-01,1.140897050e-01,-1.768356562e-02,-4.866297543e-01,-2.690794505e-02,1.324975342e-01,1.088313657e-04,-4.004243389e-02,3.783760369e-01,1.372758206e-02,-2.366029918e-01,-9.794975817e-02,-2.522697747e-01,2.168777138e-01,6.522128731e-02,-6.288304180e-02,5.365042761e-02,-1.162397563e-01,-1.021525189e-01,3.705162406e-01,5.868378878e-01,-1.739673018e-01,-7.336903363e-04,-2.184415609e-01,-9.284967929e-02,4.693337977e-01,1.414714474e-02,-1.667107642e-01,7.412665337e-02,-4.136117995e-01,3.181406558e-01,-5.895695463e-02,4.696797580e-02,1.831282526e-01,-7.114651054e-02,-1.600565314e-01,-5.693863630e-01,1.692597419e-01,-6.399608101e-04,1.972810831e-03,-3.017101064e-02,4.833471775e-01,-1.169159189e-01,7.640007883e-03,-5.297799706e-01,1.119312406e+00,-5.343531370e-01,-1.253047734e-01,-9.033160657e-02,-9.629396349e-02,-1.333005875e-01,-4.652685225e-01,4.553382397e-01,-2.667097151e-01,-8.455298957e-04,5.602001678e-03,-3.003667295e-01,-5.442030430e-01,-4.829488695e-02,1.212908998e-01,6.231296062e-01,-4.336515963e-01,-1.270672232e-01,-5.630045012e-02,-1.732457280e-01,-1.971080303e-01,4.511631653e-02,1.241126005e-02,4.269859940e-02,-8.898293972e-02,4.724509490e-04,5.231925473e-02,6.418390572e-02,2.352648675e-01,-1.545825899e-01,-1.140504032e-01,-2.633065283e-01,-4.168764949e-01,2.948253155e-01,-1.117955670e-01,-4.436754063e-02,-5.647768453e-02,-1.047535241e-01,4.022092521e-01,2.555846469e-03,2.014228702e-02,-5.960690323e-04,-1.941977292e-01,-3.365028650e-02,-3.736447692e-01,-7.457228750e-02,-1.736952215e-01,-2.910714447e-01,9.416607022e-02,-7.387292981e-01,-1.466150731e-01,-8.945275843e-02,1.613833159e-01,-8.970889449e-02,7.890458703e-01,1.233870387e-01,5.968471766e-01,-4.238776455e-04,-7.660387550e-03,6.402464956e-02,1.448265463e-01,-1.372905374e-01,6.338006258e-02,-7.057290524e-02,-5.915459991e-02,9.410078526e-01,-1.921753399e-02,-1.139254496e-01,-1.804685593e-01,-8.994037658e-02,-2.820214331e-01,3.823861480e-01,-7.335169911e-01,-8.413305040e-04,3.904348984e-02,-1.970070004e-01,-2.224631906e-01,-8.488592692e-03,-7.395860553e-02,6.485513449e-01,-1.789888144e-01,6.038427353e-01,3.336470202e-02,-4.542717244e-03,-1.639490277e-01,-2.296951041e-02,-5.338842273e-01,-2.980172634e-01,-3.607521057e-01,7.624470163e-04,-3.208091483e-02,-4.448866099e-02,2.691957653e-01,-8.343159407e-02,3.164405003e-02,-3.828895986e-01,-1.184526016e-03,-8.540636897e-01,-2.199683338e-01,-5.321709439e-02,1.614416763e-02,-6.143635511e-02,-1.828047782e-01,-2.765138745e-01,3.310070634e-01,-2.512222272e-04,-1.336387396e-01,-1.229129359e-01,-3.909966052e-01 +thresholds = -1.217819571e+00,-6.097229719e-01,-3.832512200e-01,-5.813110471e-01,-1.927878410e-01,-1.412238598e+00,-1.044978380e+00,-6.661276221e-01,-1.054300308e+00,-8.391509652e-01,-2.767416537e-01,-6.658014655e-01,-8.993444033e-03,-5.342193842e-01,-1.203280449e+00,-7.984075546e-01 +weights1 = 2.345632762e-01,6.457425654e-03,1.421626285e-02,-4.420178756e-02,3.207312226e-01,-2.221014723e-02,-2.894472703e-02,3.052529991e-01,-4.777714144e-03,1.704921871e-01,-1.022382379e-01,2.302316017e-02,-2.019584412e-03,7.061363012e-02,3.728083968e-01,3.464883193e-02,1.196764112e-01,1.513934284e-01,2.971823812e-01,1.033234000e-01,7.620103657e-02,-2.267807350e-02,1.348468848e-02,1.090850011e-01,6.942561269e-02,-2.016763575e-02,-7.490383089e-02,-6.461583078e-02,-4.570459202e-02,2.363578528e-01,-1.800080761e-02,-8.084910363e-02,2.152867615e-02,-2.231740393e-02,1.180954743e-02,-4.690577462e-02,2.965635248e-02,-7.896032184e-03,-8.968071081e-03,9.364962578e-03,-4.608445242e-02,2.465252206e-02,2.692210488e-02,-2.407038398e-02,2.207322977e-02,-8.850749582e-03,3.242766857e-02,-3.508338332e-02,7.479284424e-03,-6.584332138e-02,-8.180634119e-03,1.995925047e-02,-6.894940883e-02,-3.577050194e-02,1.630767807e-02,2.267587371e-02,-3.131332621e-02,4.431546107e-02,2.338953130e-02,7.445445284e-03,1.767190546e-02,4.373874888e-02,-2.137991041e-02,6.250537932e-02,1.328787673e-02,-1.920914464e-02,4.364155233e-02,-1.970507763e-02,3.045137227e-01,5.763100460e-02,-1.047160625e-01,9.806580842e-02,3.716522083e-02,6.366778165e-02,3.046903946e-02,-1.891793311e-02,3.731309995e-02,1.384974271e-02,2.235298008e-01,-1.916473173e-02,-1.276814751e-02,8.411778510e-02,-9.310369939e-02,7.598023862e-02,1.741927490e-02,1.163533670e-05,-4.767502844e-02,-5.815984309e-02,2.287529595e-02,-3.593377769e-02,-4.838839546e-02,4.217552394e-02,3.460321459e-04,1.720399112e-01,-4.915146902e-02,-2.611908689e-02,2.348688245e-02,-1.316687837e-02,-6.856206805e-02,-2.190473117e-02,1.164732352e-01,-6.215173006e-02,-1.221252233e-01,2.302449569e-02,-4.106277600e-03,3.334265575e-02,-5.242896732e-03,-4.379501939e-02,-5.774970725e-02,3.041275963e-02,-4.770695418e-02,-2.039002068e-02,1.789587550e-02,-1.165478304e-02,1.936648414e-02,1.464339066e-02,1.783696469e-03,3.993285075e-02,4.844396189e-02,1.696053776e-03,-2.184076421e-02,-1.562498137e-02,-1.045788825e-01,-4.192805663e-02,-1.365402788e-01,8.418381959e-02,-3.687684610e-02,2.762628160e-02,-3.742260113e-02,-4.744475707e-02,1.197588537e-02,-1.174149290e-02,-9.897814691e-02,-1.318444908e-01,7.076956332e-02,-2.302672714e-01,2.166210301e-02,-7.362272590e-02,-9.866428375e-02,-4.644082393e-03,-6.176355761e-03,-5.891800299e-02,-5.411567166e-02,1.007340476e-01,2.344402298e-02,5.356877297e-02,5.497200787e-02,1.193077415e-01,2.204826102e-02,-1.117437333e-02,3.075698391e-02,9.824314713e-02,3.092516400e-02,2.918019518e-02,2.404021285e-02,1.548745297e-02,-2.440786660e-01,2.577722669e-01,1.677635610e-01,-4.351461679e-02,-7.063711286e-01,2.172675729e-02,-6.577211618e-02,2.383252382e-01,-8.933043480e-01,-5.306328833e-02,3.717911541e-01,-4.789474607e-01,-5.399112776e-02,-5.884388685e-01,-3.526179790e-01,-4.557601735e-02,-8.340093493e-02,-9.867843240e-02,-7.938269973e-01,2.418493330e-01,1.884433180e-01,3.356332183e-01,-2.068907470e-01,-1.505776644e-01,-3.541621193e-02,3.100960143e-02,2.081528753e-01,-9.649363160e-02,-2.181448229e-02,3.370215371e-02,4.229948819e-01,-1.006689761e-02,2.114359289e-02,-4.093621969e-01,2.857720554e-01,-9.519050829e-03,-2.788283229e-01,-2.911462262e-02,-7.572992146e-02,2.568349801e-02,-2.150280178e-01,-8.684933186e-02,1.801826060e-02,-2.616003156e-01,-1.367548667e-02,-1.466224343e-01,-1.151867658e-01,-1.888436452e-02,-7.734294236e-02,6.305146217e-02,-2.547699511e-01,6.409681868e-03,-8.864387870e-02,-3.975983337e-02,-9.912467748e-02,-1.174583212e-01,-1.881202497e-02,-1.993357763e-02,-6.076817866e-03,-3.047843091e-02,-6.980016083e-02,-6.808930542e-03,4.598097876e-02,-9.531611204e-02,-1.275296509e-01,-2.848390639e-01,6.412047893e-02,8.690723777e-02,-9.573411196e-02,2.474856563e-02,-7.257821504e-03,4.528223537e-03,-1.091225818e-01,4.241059348e-02,2.170844935e-02,-3.784605488e-02,3.400346031e-03,-4.837960377e-02,-3.204285353e-02,6.472221017e-02,1.615034416e-02,4.202352092e-02,-1.606197841e-02,5.935936421e-02,-2.574631572e-02,-3.240546957e-02,-3.058773838e-02,2.391033433e-02,-2.937501669e-02,3.879837692e-02,-2.950963378e-02,-2.386533096e-02,1.914024353e-02,4.491241998e-04,1.250878442e-02,-1.483887434e-02,5.841735005e-02,-4.245952889e-02,-6.088812649e-02,-5.506014824e-02,-3.410667777e-01,-5.865801498e-02,-7.902116328e-02,6.609308999e-03,-1.766515523e-01,-1.023964770e-02,-1.165171433e-02,-3.103079498e-01,2.221233444e-03,-2.811981440e-01,-1.207133979e-01,-7.647427265e-03,-6.383858621e-02,8.420168422e-03,-4.449270368e-01,-1.745578647e-01,-3.070466816e-01,-3.692534864e-01,-2.214057446e-01,-1.137629077e-01,-5.153166130e-02,-2.444682084e-02,-1.611112058e-01,-5.375901237e-02,-8.713118732e-02,-5.343512446e-02,-3.828750551e-02,-5.639338121e-02,1.826250553e-02,-3.300342560e-01,-2.907757647e-02,8.116506971e-03,-1.070749089e-01,5.389906093e-02,-5.856990814e-02,1.870867908e-01,-3.062159717e-01,1.480228454e-01,1.857330948e-01,-5.089852214e-02,4.177900031e-02,-1.021580026e-01,-6.912424415e-02,2.258413285e-02,3.608917817e-02,-1.459457818e-02,-9.764119983e-02,2.514158003e-02,-4.090307653e-02,-8.536700904e-02,-3.633406013e-02,-6.206327677e-02,-1.344164368e-02,-2.487310022e-02,-5.250743032e-02,-2.833099104e-02,-2.498925105e-02,5.569638684e-02,2.136698067e-01,-1.186340302e-02,2.226747721e-01,-1.981105953e-01,5.438806489e-02,-5.881211162e-02,5.223047137e-01,3.928721696e-02,2.189370245e-01,-7.005318254e-02,2.858728766e-01,-7.664855570e-02,-9.894874692e-02,7.619153708e-02,-6.779918913e-03,1.013071090e-01,3.637786806e-01,-6.849248894e-03,-2.912965138e-03,5.575359240e-02,3.150003850e-01,1.611379720e-02,2.794990689e-02,1.402228177e-01,-2.743948698e-01,4.556698352e-02,-6.357802451e-02,-5.677857995e-02,2.077214979e-02,-1.328670084e-01,2.223442122e-02,-1.525078062e-02,-9.460122138e-02,6.674432661e-03,-6.847356260e-02,7.334838808e-02,-2.534691244e-02,-1.069531776e-03,6.074498594e-02,-1.745332405e-02,9.224055684e-04,-8.104292676e-03,1.122480333e-01,-2.596424520e-02,2.300081309e-03,7.987768203e-02,5.423383415e-02,7.192628831e-02,2.782296203e-02,3.758019954e-02,9.838679433e-02,-4.188835621e-03,1.149926335e-01,-6.921130698e-03,-6.983965635e-02,-1.663475297e-02,-2.696147189e-02,1.499057282e-02,-2.193972841e-02,-3.918699548e-02,3.257356875e-04,3.096118569e-03,-9.950584732e-03,3.282767162e-02,-6.354952604e-02,3.615595028e-02,-4.995064810e-02,3.814652562e-02,1.499439823e-03,-3.018067591e-02,2.170112729e-01,2.906331234e-02,-2.236260474e-01,-9.810748696e-02,2.936297953e-01,-5.351077020e-02,-1.748350859e-01,1.303993464e-01,-5.211825017e-03,5.657282472e-01,-1.447775066e-01,-6.762079895e-02,3.387079015e-02,1.273338199e-01,-5.591824651e-02,3.589371964e-02,8.374232799e-02,2.016686350e-01,-2.736217976e-01,8.952170610e-02,9.813379496e-02,-9.727068245e-02,5.212869495e-02,-1.945205778e-01,-1.913116127e-01,-1.772717573e-02,-1.563321203e-01,-8.660146967e-03,-7.379274815e-02,2.041653991e-01,-8.751440048e-02,-3.356791800e-03,1.642677486e-01,3.400900587e-02,-4.300575703e-02,-1.449941993e-01,1.656010449e-01,-1.607192680e-02,-1.186269000e-01,2.497277036e-02,-2.411020221e-03,1.840400398e-01,2.354206517e-02,-2.298671938e-02,3.682855517e-02,3.391659632e-02,1.385138780e-01,-9.030980989e-03,4.864132032e-03,-9.948926419e-02,5.936864763e-02,9.757233411e-02,4.127187654e-02,-3.990799561e-02,-8.448935300e-02,1.426680014e-02,-6.844585761e-03,-2.441357449e-02,-1.619908214e-01,-9.870717302e-03,-1.342658550e-01,1.331212968e-01,-5.410534143e-02,1.900379360e-02,-8.938184008e-03,-2.078811266e-02,-2.374934591e-02,4.293735325e-02,-1.643214524e-01,-5.790423229e-02,6.053472310e-02,-3.260438740e-01,-3.444553167e-02,-6.607624888e-02,5.699705705e-02,-2.986598760e-02,-8.948840946e-02,4.876773059e-02,-3.984662294e-01,6.183849275e-02,-7.545221597e-02,-3.123569675e-02,-2.143795043e-01,-7.651862688e-03,6.642765831e-03,-1.130925212e-02,4.200283065e-02,-1.205047667e-01,-6.995824724e-02,2.680107206e-02,4.871652648e-02,-1.661343966e-03,2.337088808e-02,-2.204619050e-01,4.475768656e-02,-2.327776328e-02,1.498106401e-03,6.838980597e-03,9.611016139e-03,4.946113378e-02,3.128567338e-02,-2.508377284e-02,2.249313332e-02,-1.426881831e-02,-1.965636387e-02,-1.071931887e-02,1.686807489e-03,4.416776355e-03,3.070858121e-02,-3.831208870e-02,1.472716220e-02,6.415695697e-02,1.108707041e-01,2.514987439e-02,-2.315824851e-02,-2.040013112e-02,4.311370850e-02,4.371340852e-03,-3.193269670e-02,-6.098266318e-02,-7.899900898e-03,3.395732120e-02,-1.866403408e-02,-1.589487307e-02,-3.698528558e-02,-8.432656527e-03,5.065840087e-04,-8.461326361e-03,-3.640300035e-02,-3.823501524e-03,1.197248027e-01,-1.524469554e-01,2.716023624e-01,-5.703730136e-02,-2.553711236e-01,1.620245874e-01,-3.466768935e-02,-1.736096144e-01,2.197062410e-02,-4.730368406e-02,-3.613514360e-03,2.972800285e-02,1.758511811e-01,-1.827785000e-02,1.560667437e-02,2.074699104e-01,2.283380926e-01,6.548169255e-02,-7.456572726e-03,7.909504324e-02,2.900546417e-02,1.296298355e-01,9.157430381e-02,-3.021130525e-02,-2.121008039e-01,-1.277108118e-02,-9.633508325e-02,2.245230228e-01,-2.180100828e-01,-2.047571167e-02,4.636131600e-02,-5.629216880e-02,3.741120920e-02,-6.913750619e-02,3.624340147e-02,-2.121613128e-03,-1.070400029e-01,4.426942393e-02,-8.112646639e-03,5.593201891e-02,9.310587309e-03,-1.527798828e-02,5.876030028e-02,4.330015799e-04,1.211339533e-01,-4.094928503e-02,-1.715303771e-02,-2.720896713e-02,6.164216436e-03,6.336259656e-03,1.301203854e-02,3.337087855e-02,-6.477010995e-02,-1.001277659e-02,-4.655314609e-03,-2.299429104e-02,-5.470233411e-02,-2.104219049e-02,-9.385821223e-02,5.497413874e-02,-4.744657502e-02,4.861594364e-02,-2.384371459e-01,3.980956227e-02,-3.039743751e-02,-3.650293127e-02,-2.382813394e-01,-1.833494604e-01,-2.412290126e-02,-3.354309201e-01,3.429830773e-03,-3.562584817e-01,-9.417153895e-02,-1.658147201e-02,-7.520755380e-02,-1.987256110e-02,-2.507460415e-01,-1.018941104e-01,-1.811445802e-01,-1.760597080e-01,-1.392163038e-01,-1.517238319e-01,-1.641669869e-02,-7.747036219e-02,7.526376098e-02,-1.652911305e-02,-3.663627058e-02,1.374829188e-02,-7.728250325e-02,1.671947772e-03,1.308384258e-02,-3.695791364e-01,2.218292840e-02,-2.344534174e-02,-2.138794363e-01,-2.183008008e-02,-1.631896198e-02,2.482620766e-03,-3.394687176e-01,-3.599982709e-02,-4.671854526e-02,-2.277867049e-01,-3.738024086e-02,-2.808831632e-01,-8.775801212e-02,-5.322957877e-03,1.825950854e-02,4.454544559e-02,-2.555886209e-01,-6.359834690e-03,-1.553867757e-02,-1.986377500e-02,-1.104618385e-01,-7.749798149e-02,2.359563671e-02,-4.476813599e-02,7.019843161e-02,-5.434639379e-02,4.286319017e-03,3.526417166e-02,-3.853173228e-03,-5.640865490e-02,6.353878230e-02,-2.775374353e-01,-2.159884945e-02,1.814245246e-03,-2.297046334e-01,-5.032201484e-02,-5.592382327e-02,7.084726542e-02,-1.860876232e-01,2.270791680e-02,6.180287153e-02,-2.211049199e-01,4.083906114e-02,-2.166335136e-01,-1.232906580e-01,1.261643483e-03,-7.384603471e-02,-2.627018280e-02,-1.633522660e-01,-7.584600151e-02,-1.984859258e-01,-2.509555221e-01,-4.624460638e-02,-7.779455930e-02,2.341981046e-02,-5.220514163e-02,-1.477840096e-01,-3.738286346e-02,-3.741543368e-02,1.856132597e-02,8.173067868e-02,-5.206262227e-03,5.263524503e-02,-2.304644585e-01,-3.110595420e-02,4.170110822e-02,-2.716078050e-02,-4.283990711e-02,-1.490388345e-02,1.163187437e-02,-1.381284595e-01,3.539115191e-02,2.473309869e-03,-1.014844477e-01,6.853254745e-04,-2.132621221e-02,-1.350772195e-02,8.061325178e-03,1.973712444e-02,-5.592041090e-02,-6.323392689e-02,1.105427858e-03,3.128656652e-03,3.385830298e-02,-8.149923384e-02,-2.901318111e-02,-3.670731792e-03,-3.517428786e-02,-4.801686853e-02,-2.418312617e-02,-1.318711415e-02,-2.139315754e-02,-1.988418773e-02,-1.902059466e-02,1.325596720e-01,-2.369147725e-02,8.972235955e-03,2.249872126e-02,-7.707149535e-02,-1.486451644e-02,-2.231093124e-02,-3.104180843e-02,-2.058037370e-01,-1.875460744e-01,-8.175734547e-04,-3.149641156e-01,-1.200046092e-01,-8.216625452e-02,-3.151715174e-02,-3.359266743e-02,-4.789515585e-02,3.913359344e-02,-4.367718399e-01,3.581777588e-02,1.735584438e-02,1.184808016e-01,-1.878192276e-01,1.167542674e-02,-1.355911978e-02,1.765294746e-02,5.462357774e-02,-3.057445586e-02,-7.975450158e-02,1.381989382e-02,-9.478440508e-03,8.062233217e-03,-5.676480383e-02,-2.179710418e-01,3.687984124e-02,4.590936750e-02,-4.121795669e-02,-2.529710345e-02,4.671850055e-02,-1.100354455e-02,-2.701663040e-02,-2.584061585e-02,-2.562762983e-02,-4.331784695e-02,-1.519882353e-03,-5.707776919e-02,2.608029917e-02,5.534575880e-02,2.764240839e-02,-2.527165040e-02,-5.249439925e-02,-4.482798278e-02,1.876579598e-02,-3.078837693e-02,3.636814654e-02,-1.297977474e-02,-3.641502559e-02,-2.125401795e-02,-1.601141877e-02,1.732106693e-02,-4.157811776e-02,-6.976026576e-03,-9.078665823e-02,-5.652457848e-02,-5.987315625e-02,-5.488758907e-02,-7.631471753e-02,1.520021260e-02,6.190994172e-04,9.968588129e-03,4.745772853e-02,-1.178748626e-02,2.802698500e-02,2.731012413e-03,2.772086486e-02,-1.905135461e-03,-2.107493393e-02,-2.776606940e-03,-2.822506940e-03,8.055598475e-03,-5.067628250e-02,-2.408886142e-02,2.649965696e-02,-3.848499851e-03,2.982504480e-02,3.945888206e-02,-2.922209539e-02,-2.287539653e-02,2.194638737e-02,-2.216609195e-02,-1.925802976e-02,1.730141602e-02,-4.427925684e-03,-4.123750702e-02,3.924942762e-02,2.583294921e-02,3.051163815e-02,-3.430537414e-03,-6.997028831e-03,8.020946756e-03,1.368559524e-02,-3.090135753e-02,1.930625364e-02,-9.856072254e-03,-2.822427079e-02,-2.359466814e-02,1.852917857e-02,-4.795247689e-02,-1.795489527e-02,1.747613307e-03,-3.887606086e-03,-1.894063875e-02,-1.142451167e-02,2.184648439e-02,3.268109635e-02,-2.329950780e-02,4.990789667e-02,1.866362873e-03,-2.134505473e-02,-2.242890187e-02,1.266468596e-02,-4.466020316e-02,5.707606301e-02,-3.445459157e-02,-5.923559144e-02,4.066104814e-02,3.027490573e-03,1.760375686e-02,6.153318100e-03,-6.615552306e-02,4.862999916e-02,-1.392429229e-02,1.262041628e-01,-9.058231488e-03,1.304382272e-02,2.759596407e-01,-5.403993651e-03,-4.850581288e-02,5.403120518e-01,2.169678211e-01,-6.933087856e-02,4.803687707e-02,9.457954764e-02,2.228619717e-02,2.020207420e-02,-1.026877239e-01,1.665814966e-01,2.775670290e-01,2.731336281e-02,5.740921199e-02,4.207649827e-02,5.039710924e-02,-2.937162295e-02,2.428761683e-02,2.070985138e-01,-2.063270286e-02,3.099527769e-02,5.159215257e-02,4.408767819e-01,2.289746143e-02,-1.165485978e-01,2.911771834e-01,3.465484083e-01,-1.532578655e-02,-2.963695228e-01,-6.198530272e-02,-1.743499376e-02,2.798450589e-01,-4.964830279e-01,8.164095879e-02,4.455442429e-01,-2.910096943e-01,-2.401435003e-02,-3.093940318e-01,-1.515792161e-01,4.161882773e-02,2.711150330e-03,-7.557881624e-02,-3.799512982e-01,2.553668618e-01,1.345323473e-01,2.161213905e-01,-1.275903881e-01,-4.579619318e-02,5.176638253e-03,-1.014801860e-01,1.739063710e-01,-3.088849783e-02,-1.208584663e-02,6.470783800e-02,3.409922123e-01,-1.665454172e-02,1.466509104e-01,-2.355195582e-01,2.610614598e-01,-7.905471139e-03,-2.378715575e-01,2.354301326e-02,1.074911095e-02,-6.645873189e-02,4.217698276e-01,-3.619986400e-02,-1.231540367e-01,2.948583663e-01,-1.635929011e-02,1.097703427e-01,-7.137523592e-02,2.930690721e-02,-4.914895631e-03,6.494466960e-02,5.666356683e-01,4.816757143e-02,9.847099334e-02,1.255840808e-01,2.516019531e-02,4.507023375e-03,2.042877115e-02,6.394468248e-02,2.031636983e-02,-5.351602659e-02,-1.024512574e-01,2.629174385e-03,-1.291064173e-01,9.624879807e-03,-6.308043003e-02,1.770281643e-01,-6.736179441e-02,-7.476923056e-03,-7.003610954e-03,2.226133272e-02,-1.609507389e-02,-1.209826092e-03,1.435771678e-02,-1.207671594e-02,-3.788447380e-02,6.895404309e-03,9.880716912e-03,4.514144734e-02,2.660435066e-02,-1.901734062e-02,3.710178286e-02,1.270963531e-02,-3.754143789e-02,5.431630462e-02,-3.152214736e-02,-8.300064132e-03,3.870251402e-02,-1.074892282e-02,3.934549168e-02,1.267144922e-02,3.158956766e-02,-3.324235976e-02,-4.692725465e-02,5.840435624e-02,-6.613137573e-02,-1.289528911e-03,-2.522520663e-04,2.808881551e-02,-5.537069961e-02,1.587739773e-02,-9.807632864e-02,1.884642243e-02,-7.610436529e-02,-1.599604613e-03,-1.395451576e-01,-8.413164318e-02,4.563964531e-02,-3.642835021e-01,-4.348075390e-02,-1.418465562e-02,1.531128539e-03,2.087923512e-02,-3.014087304e-02,-1.390015427e-02,-3.902279735e-01,4.184572399e-02,-7.782690693e-03,6.459937245e-02,-1.216667444e-01,-3.569447249e-02,-8.155885153e-03,3.695137054e-02,7.085816562e-02,-1.191422194e-01,-2.596144937e-02,4.984772578e-02,-1.564796828e-02,-6.030263007e-02,-7.089243084e-02,-1.968363076e-01,4.377990961e-02,-1.241433434e-02,-6.912559271e-02,1.198700257e-02,-4.768460989e-02,6.529298425e-02,-1.578839421e-01,2.780125476e-02,1.502043754e-01,-6.818923354e-02,-1.919237711e-02,-1.116387025e-01,-5.682728812e-02,3.371027857e-02,6.238674372e-02,2.721088007e-02,-6.048499048e-02,4.673803225e-02,4.259114340e-02,8.038616180e-02,-2.591734007e-02,4.860050045e-03,6.830774713e-03,-2.527117729e-02,4.619915783e-02,1.552082133e-03,-6.979292631e-02,4.755705595e-02,1.360434294e-01,2.602659538e-02,5.606065691e-02,-1.995008290e-01,2.950569987e-02,3.027877957e-02 +biases1 = 2.951250076e-01,5.041289143e-03,3.693488240e-02,2.211076468e-01,2.317595333e-01,4.744656980e-01,2.197523862e-01,5.208866671e-02,7.706315070e-02,1.238447875e-01,1.181805357e-01,4.808885977e-03,2.688661590e-02,-1.881583780e-02,1.585363001e-01,-3.291377723e-01,-5.602466464e-01,-7.791999578e-01,-9.697259963e-02,1.231560633e-01,-2.886858210e-02,1.499611046e-02,-3.259975016e-01,-9.383495152e-02,-2.520080097e-02,-1.329788286e-02,2.344312221e-01,1.447432116e-02,7.044919133e-01,2.393331826e-01,-5.113004521e-02,-5.745609850e-02 +weights2 = 4.090947509e-01,-2.582539804e-02,1.746168733e-01,-1.276178509e-01,4.690518677e-01,-3.178178370e-01,-1.980619282e-01,3.940673470e-01,-8.074304461e-02,3.924845457e-01,2.603759766e-01,-3.025259636e-02,7.826401293e-02,6.411299855e-02,5.355347395e-01,-2.613245249e-01,-4.140192568e-01,-5.267377496e-01,3.710549772e-01,1.638944447e-01,6.193961948e-02,8.286416531e-02,-2.450242192e-01,2.270461470e-01,1.624624282e-01,-3.655498102e-02,-1.780201495e-01,4.135632515e-02,-3.081827760e-01,3.949455321e-01,-1.586965173e-01,6.801627576e-02 +biases2 = 8.339058608e-02 diff --git a/params/D00118.002.txt b/params/D00118.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..31de3ef8013c993a3b3e85dca4b4625afdbf0942 --- /dev/null +++ b/params/D00118.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.839825514e-09,-1.030752882e-01,-3.798343241e-02,4.399678122e-10,1.191228628e-01,-4.079301655e-02,-2.079513222e-01,-1.232482120e-01,9.892199282e-10,-7.065772265e-02,7.945232093e-03,7.052674890e-02,5.039332509e-01,7.158707827e-03,7.318334538e-04,4.038488120e-02,1.221824530e-09,-1.135962307e-01,1.164246537e-02,4.996568714e-10,-1.867523640e-01,-1.051510647e-01,1.161316335e-01,-2.647189423e-02,6.006677378e-10,1.899677962e-01,-1.888645440e-01,-8.013182133e-02,-2.496793419e-01,-1.048709452e-02,-2.989723161e-02,8.243937045e-02,-3.757548439e-10,1.378992647e-01,-4.969976842e-02,3.675354188e-10,1.142986938e-01,1.460445672e-01,5.502290279e-02,-1.836847863e-03,-1.060452504e-09,-6.383467466e-02,2.030036598e-01,-1.078867763e-01,-2.680527866e-01,-5.106463656e-02,-6.879411638e-02,5.395507440e-02,4.660608566e-10,-3.243341669e-02,1.556222700e-02,2.222561302e-10,-1.490889341e-01,-9.832088649e-02,-4.027827457e-02,-1.683126204e-02,-9.987281002e-10,-4.842902347e-02,-1.686526686e-01,-1.276240498e-01,-1.464553773e-01,-1.708729565e-02,-7.528377324e-02,-1.353857368e-01,8.212480695e-10,5.632647127e-02,1.225361414e-02,5.091048694e-10,2.444483936e-01,-3.147831559e-02,-3.210917115e-01,-1.436164677e-01,-1.301082353e-09,-6.596031785e-02,-7.764621079e-02,7.772742957e-02,-2.196681798e-01,-8.399458602e-03,-5.390074104e-02,-1.094360426e-01,2.322843307e-10,-1.465401798e-01,8.693086565e-04,-8.462909262e-10,-1.384593174e-02,-1.173116416e-01,1.449855715e-01,-3.085393645e-02,-5.243664392e-10,1.648166627e-01,-2.415769845e-01,-1.924487203e-01,-2.170496434e-01,-1.742253080e-02,1.339653693e-02,4.411143064e-01,1.188619425e-09,1.820989400e-01,-2.676517889e-02,-4.156876232e-10,-2.223043442e-01,1.259513646e-01,2.458184958e-02,1.646415442e-01,-3.195896672e-11,-7.334375381e-02,4.092259109e-01,3.486481681e-02,4.642265141e-01,-9.554550052e-03,-1.364286542e-01,-1.490509487e-03,-1.811308548e-09,-2.040011585e-01,-4.682727158e-02,-7.918312672e-10,-1.096018925e-01,-7.566829771e-02,7.379142940e-02,-1.583351493e-01,1.391532722e-10,-1.875755750e-02,-2.356392294e-01,-1.662425697e-01,-1.876803041e-01,-3.635968268e-02,2.852563513e-03,-2.876794934e-01,-2.772494734e-10,1.418731809e-01,-1.506484021e-02,-1.146652218e-09,-1.143414900e-02,-1.248779055e-02,-3.520621657e-01,-1.426949203e-01,-3.463175580e-10,-9.752424061e-02,3.876068890e-01,1.639406383e-01,3.116894364e-01,-1.095786784e-02,5.236823484e-02,-2.594344914e-01,4.721617541e-10,-1.999645382e-01,4.702761024e-02,1.161621577e-09,-2.611860931e-01,-2.058690041e-01,1.906564236e-01,-1.211373135e-01,1.002506189e-09,2.086156756e-01,-1.081025302e-01,-3.332769871e-01,-3.742754161e-01,-1.018755324e-02,-4.599417746e-02,6.508663297e-01,-9.770981246e-11,-8.199963719e-03,-8.402595669e-02,1.247465686e-09,3.792444468e-01,2.061774284e-01,6.826437265e-02,1.904480308e-01,1.300750063e-09,-3.279193118e-02,-3.623970151e-01,-7.114789635e-02,1.018393263e-01,-1.719486155e-02,-9.827448428e-02,-1.141760796e-01,-1.238852243e-09,-4.525439441e-02,-8.753952570e-03,1.337449942e-11,-2.078206986e-01,-8.601199090e-02,1.562896930e-02,-9.481804818e-02,-1.827523577e-09,-7.136818767e-02,-6.269401312e-02,-5.694588181e-03,-2.004904598e-01,-3.305354342e-02,-8.165665716e-02,-2.341549098e-01,-6.986969892e-10,-3.955620155e-02,6.833714247e-02,1.493794977e-09,1.565174460e-01,3.460015729e-02,-3.073381186e-01,-4.500009120e-02,-1.262861038e-09,-1.453811079e-01,-3.043231368e-01,5.610876083e-01,2.196728289e-01,2.995278221e-03,1.428694557e-02,4.986342788e-02,-7.733803598e-10,-1.943510324e-01,-2.789867669e-02,-1.115016413e-09,-3.095084131e-01,-1.795860380e-01,1.654441804e-01,-4.710241780e-02,4.727825909e-10,2.622520924e-01,-2.340710759e-01,-7.126904726e-01,-5.919871926e-01,-1.721943147e-03,-3.599677607e-02,-2.128141671e-01,6.853799750e-10,2.893210053e-01,-6.821195036e-02,-1.190433863e-09,6.301203370e-02,8.435117453e-02,4.981579259e-02,1.508766860e-01,2.239163577e-10,-5.985976011e-02,4.516434073e-01,2.716290653e-01,1.261366308e-01,-4.142653942e-02,-7.902123034e-02,1.836401522e-01,-1.145372353e-09,-1.665042043e-01,-3.259348124e-02,1.799326577e-09,-1.252079662e-02,-3.868366405e-02,1.485544257e-02,-2.269138694e-01,1.016282392e-09,-5.004562065e-02,-5.878293887e-02,-3.661969602e-01,8.348554373e-02,-3.177855164e-02,-7.267390192e-02,2.145103738e-02,2.524047360e-10,-8.917149156e-02,-6.564585865e-02,7.088049592e-11,9.017051011e-02,-4.171704128e-02,-3.033696711e-01,-3.495111316e-02,6.424599741e-10,-6.145955622e-02,2.234548777e-01,5.626014620e-02,-1.714497060e-02,-4.242989793e-02,-9.104114957e-03,8.067622036e-02,2.172815483e-09,-3.732528985e-01,-6.166184321e-03,1.128914739e-09,-9.490373731e-02,-1.786585003e-01,1.861372292e-01,-4.331892356e-02,-1.299363173e-09,2.888934016e-01,-2.601914108e-01,-2.693946660e-01,-2.935881913e-01,1.002172008e-02,3.164556250e-02,2.033526450e-02,1.929457039e-09,2.679525614e-01,8.338993043e-02,-1.265561544e-09,-1.240847632e-01,2.149263173e-01,3.854640201e-02,1.285424680e-01,1.169144115e-09,-1.448126435e-01,8.326841146e-02,-2.550936341e-01,-8.096920699e-02,1.821503043e-02,1.871880330e-02,1.027616486e-01,2.619236605e-09,8.243845403e-02,-7.220350206e-02,-1.264518767e-10,2.626868710e-02,-9.275391698e-02,7.795333513e-04,-2.187130898e-01,-1.444873221e-09,-7.562162727e-02,-1.933820844e-01,2.225674391e-01,2.307352275e-01,-5.809504911e-02,-2.155355066e-01,-1.626999229e-01,1.921046211e-09,-6.835702062e-02,1.587887406e-01,-6.746256331e-11,1.045542769e-02,3.897621110e-02,-3.342100680e-01,-4.238382727e-02,-1.288968376e-09,-1.068973243e-01,8.061922342e-02,-2.056921422e-01,-1.341821253e-02,2.692987584e-02,-4.963412508e-02,8.755572885e-02,-2.099748986e-10,9.409535676e-02,-1.408929229e-01,-1.285042073e-09,-1.835409701e-01,-1.760398149e-01,1.660091281e-01,-2.249405235e-01,-3.865764653e-10,3.267267048e-01,-1.175404042e-01,-3.020755053e-01,-1.135802120e-01,3.905193880e-03,-1.566315591e-01,9.885015897e-03,7.458778040e-10,-2.119086236e-01,9.626005590e-02,5.464010355e-10,1.833762974e-01,5.407911912e-02,4.027767852e-02,1.240900904e-01,-2.465521787e-09,-1.188441515e-01,-1.275586486e-01,2.061148882e-01,-1.737493575e-01,-1.980783977e-02,2.895841599e-01,-6.191150751e-03,1.250726966e-09,7.400555909e-02,-1.752899587e-01,4.906062015e-11,-1.121978164e-01,-1.620830595e-02,5.039389431e-02,-2.594302408e-02,-8.105015548e-10,-9.405965358e-02,1.779640652e-02,5.572639778e-02,1.403759867e-01,-8.305999637e-02,-2.568257749e-01,-4.944869876e-02,-9.454582672e-10,-2.425136715e-01,-1.257118583e-01,9.421045055e-10,2.612872981e-02,-1.878485084e-02,-2.489920855e-01,-2.620536275e-02,-1.365145663e-09,-3.991410136e-02,-7.031053305e-02,6.568892598e-01,1.110695750e-01,3.254561126e-02,-1.915010661e-01,-4.416352510e-02,6.328826352e-10,-1.815877855e-01,9.389579296e-02,-4.322352753e-10,-1.046588793e-01,-3.230783939e-01,1.428236514e-01,-1.399063617e-01,-1.417442275e-09,3.020313978e-01,-1.221111882e-02,-5.211985111e-01,-2.300148457e-01,-2.070133388e-02,-2.579264045e-01,9.539971501e-02,-1.287930984e-09,5.194443464e-01,7.562571764e-02,-8.866155587e-10,-1.287175715e-01,3.621234298e-01,-1.093661562e-01,1.246281937e-01,-1.315317077e-09,-1.641685218e-01,6.743874401e-02,-7.865951955e-02,-1.388713568e-01,-1.808328927e-02,6.423115134e-01,1.280209422e-01,-6.626431626e-10,-2.066837251e-01,-1.047679558e-01,3.609773869e-10,1.048100665e-01,-1.187026873e-01,1.383828670e-01,-1.270585060e-01,1.317383758e-09,-9.118662775e-02,-1.309594065e-01,-3.023353517e-01,9.625240415e-02,-6.607297063e-02,-3.661788106e-01,-1.375698447e-01,1.072468003e-09,1.202517077e-01,3.182660937e-01,-5.346066922e-10,3.439702988e-01,-3.957027197e-02,-2.666846514e-01,5.227353796e-02,6.580692657e-10,-1.059060171e-01,2.189677805e-01,-5.556443930e-01,7.871584594e-02,7.230242342e-02,-4.151908159e-01,3.523651278e-03,8.768160642e-10,4.129440337e-02,-1.735594720e-01,8.974617716e-10,-1.394631863e-01,-3.368896842e-01,2.119124681e-01,-1.487645209e-01,-1.946115269e-09,2.803654671e-01,-1.556145251e-01,1.690064222e-01,-1.902763546e-01,-4.785659164e-02,-1.074590757e-01,2.270031720e-02,1.888217804e-09,-1.402205080e-01,-2.089200914e-02,-5.685349760e-11,-2.466724664e-01,3.738910556e-01,-5.800795928e-02,1.420845538e-01,1.439964037e-09,2.227747627e-02,1.243071109e-01,-4.559504986e-01,-1.454871595e-01,6.174487993e-03,6.961499453e-01,1.057019010e-01,-1.707101904e-09,-1.333801597e-01,-1.847412735e-01,9.604670392e-10,-5.909844860e-02,-9.580798447e-02,3.539646789e-02,-2.145338655e-01,-5.319484853e-10,-1.898602843e-01,-3.342451751e-01,5.963726044e-01,9.563621134e-02,-1.030357704e-01,-3.471113443e-01,-9.041740000e-02,-8.676758201e-10,8.094239980e-02,-1.509743482e-01,-2.403723220e-09,-5.253307149e-02,2.263506204e-01,-7.828159630e-02,-1.012472361e-01,-1.603185029e-09,-1.251223832e-01,-2.845227346e-02,4.645998478e-01,-1.749563776e-02,8.132046461e-02,-3.525815159e-02,-5.799118057e-02,-6.641051042e-10,-1.110938862e-01,4.101422429e-01,7.327447538e-10,2.892981842e-02,-8.577755094e-02,1.521895230e-01,1.564495713e-01,3.628608247e-10,4.098851979e-01,-2.387594804e-02,-4.821120203e-01,-1.214856580e-01,-1.121030822e-01,-1.710000634e-02,6.492941827e-02,-4.622614791e-10,1.099241078e-01,-1.438106149e-01,-1.795212590e-10,-2.887234464e-02,-3.857746720e-01,-3.059201539e-01,-2.101319097e-02,-3.710548813e-10,-2.019774169e-01,-3.745784238e-02,-1.669890732e-01,-3.107327595e-02,9.138286859e-02,4.512082636e-01,1.348065436e-01,-1.461894050e-09,-1.921603531e-01,-1.753260940e-01,-2.618373574e-10,-4.897670448e-02,1.459874958e-01,1.545597464e-01,-2.023657262e-01,-3.671337401e-10,-7.592368126e-02,-5.547069758e-02,-6.070991233e-02,9.290443733e-03,-1.327810138e-01,-5.731601715e-01,-1.000796109e-01,-1.875256617e-09,1.322552860e-01,-7.959721237e-02,1.563703056e-09,-1.267640945e-02,-8.200982958e-02,2.205315977e-01,-2.340821624e-01,-1.075230904e-09,1.238521338e-01,9.282318503e-02,1.071244292e-02,2.417881973e-02,-1.871586032e-02,-3.491158187e-01,-1.081493646e-01,-1.102419822e-09,2.173037827e-02,2.672407925e-01,2.021727008e-09,-1.596157849e-01,-4.273785651e-01,-3.639795482e-01,-1.633192599e-01,1.212402734e-09,8.669710159e-02,-2.182788402e-01,7.144906372e-02,-8.677807450e-02,-4.225165769e-02,4.357760549e-01,-2.517813817e-02,1.552837081e-09,7.579052448e-02,-2.080516815e-01,-8.078456792e-10,1.199643910e-01,5.484856963e-01,-7.462450117e-02,3.667846918e-01,-1.350976775e-09,-9.400912374e-02,4.875973240e-02,-3.273842335e-01,-8.401709050e-02,1.659310907e-01,1.085434929e-01,2.374681681e-01,-1.240788694e-09,-3.426732421e-01,-3.994098678e-02,-1.643171821e-09,-4.953059182e-02,-1.371466815e-01,1.404131055e-01,-1.375695020e-01,9.080970420e-10,-1.112034023e-01,-6.994230300e-02,-1.009338652e-03,-1.375962049e-02,-1.766950339e-01,-3.690636456e-01,-6.198863313e-02,4.471848725e-10,4.039637372e-02,-2.619993174e-03,1.444453238e-11,6.100945547e-02,9.127649665e-02,2.506884038e-01,2.387679368e-01,-1.549633644e-09,-1.429788470e-01,6.935195066e-03,-5.882637948e-02,1.584949717e-02,6.355744600e-02,-6.177118048e-02,-1.429302096e-01,1.260533233e-09,-1.194949541e-02,6.389229745e-02,2.791062104e-10,-1.955181062e-01,-3.571867347e-01,-1.795263737e-01,-2.486953884e-01,7.524948442e-10,3.510086238e-01,-2.270012163e-02,5.018975213e-02,-9.602475166e-02,1.305873543e-01,1.891254261e-02,1.231224313e-01,1.492531543e-09,9.406507760e-02,-1.292108595e-01,-3.740082966e-10,9.028419852e-02,2.020327598e-01,-5.298288465e-01,1.984025538e-01,1.685980910e-09,-2.416091412e-01,-9.585607797e-02,-4.725601897e-02,-3.541299328e-02,6.828022003e-02,8.252614178e-03,1.298984885e-01,-1.012282203e-10,-2.346937805e-01,7.568724453e-03,1.420335072e-09,-5.814949423e-02,-3.532097116e-02,3.814868629e-01,-3.576445282e-01,-1.699236862e-09,4.027706757e-02,-3.419065103e-02,-1.894512326e-01,-4.499187693e-02,-3.351300061e-01,-1.390244812e-01,-6.819155067e-02,2.310690972e-09,-1.932173036e-02,5.813520402e-02,6.720740631e-10,-1.436075419e-01,-1.714779139e-01,2.245012820e-01,3.251339793e-01,-9.850513738e-10,-1.526919007e-01,-7.455339283e-02,5.103735626e-02,-6.143498234e-03,-8.986383677e-03,-1.267591119e-01,-1.267299354e-01,7.547412695e-10,2.989142947e-02,-1.225364953e-01,-5.144719095e-10,4.714842886e-02,-3.207061589e-01,-1.737044752e-02,-2.992638759e-02,1.461879617e-09,2.955834866e-01,-8.393764496e-02,-1.543966979e-01,-1.011956409e-01,2.901100516e-01,-3.975890949e-02,1.395601630e-01,-2.632332352e-09,6.061637774e-02,2.878220286e-03,1.116454817e-09,-3.334152699e-02,2.531215549e-01,-2.480980903e-01,-2.932033539e-01,5.199039116e-12,-1.147605926e-01,8.717492223e-02,5.066510290e-02,-1.009338871e-01,-1.035763025e-01,2.996971598e-03,9.329670668e-02,-1.775695591e-09,-1.840139925e-01,7.922655786e-04,-2.411816746e-09,2.731595933e-02,1.395810246e-01,-3.559218347e-02,-1.703597605e-01,7.503854205e-10,-2.144854143e-02,-7.438477874e-02,-1.929816008e-01,4.760225862e-02,-2.488703430e-01,-1.035014726e-02,-6.420379132e-02,2.744393324e-10,-5.692915246e-02,4.139954969e-02,9.875700258e-10,-1.387031227e-01,5.462388322e-02,2.388787717e-01,-2.280452996e-01,-2.183822220e-11,-9.806623310e-02,5.291107297e-02,-1.919770241e-02,7.029850036e-03,-7.765845954e-02,-1.264904737e-01,-1.838007569e-01,-5.583080873e-11,2.217548154e-02,-6.300149113e-02,1.909314706e-09,-7.015202940e-02,-1.440657116e-02,-1.758115143e-01,-3.505046666e-02,1.992843890e-09,5.049490929e-01,-2.876822650e-01,-1.754087806e-01,-7.108783722e-02,1.747624576e-01,-4.549803585e-02,2.035063058e-01,-1.296081575e-09,1.053545475e-01,-3.419021890e-02,1.694692275e-09,1.707835346e-01,-3.068269491e-01,-1.815569550e-01,3.887275159e-01,7.733888530e-11,-2.023257762e-01,2.209076136e-01,4.714587703e-02,-1.037874669e-01,-1.290650815e-01,-9.557249956e-03,6.075322628e-02,3.952486394e-10,-1.825887412e-01,-5.045755301e-03,-1.587064591e-09,-6.335123628e-02,1.674300581e-01,4.108005017e-02,-2.937112451e-01,1.133975025e-09,-1.974328607e-01,-1.329742521e-01,-9.768130630e-02,7.393025327e-03,-3.927177191e-02,8.131266572e-03,-3.851225227e-02,-9.513488886e-10,-7.347199321e-02,1.367894653e-02,1.953176731e-09,-3.773279116e-02,-1.723734289e-01,2.708346546e-01,-2.133723199e-01,1.573553399e-09,1.643642224e-02,5.871158466e-02,-9.416705370e-02,-6.302030385e-02,9.765358269e-02,-3.682600800e-03,-1.803535968e-01,-7.071698782e-10,5.707701296e-02,4.789389297e-02,1.801376381e-09,-2.072437555e-01,-2.573714778e-02,-1.079863086e-01,8.505198173e-03,-3.301895146e-10,3.042245209e-01,-9.843202680e-02,-9.873573482e-02,-3.269258514e-02,-3.291400671e-01,-1.068819389e-01,1.750811636e-01,-4.878907278e-10,9.121578932e-02,-1.201662943e-01,9.645308857e-12,1.972014904e-01,1.193104908e-01,-2.781280503e-02,1.721917093e-01,-1.361725510e-09,-1.878788322e-01,-7.549338043e-02,1.156583130e-01,6.007723976e-03,2.530078888e-01,-6.407715380e-02,1.132386029e-01,7.506964494e-11,-1.868793517e-01,-2.523666713e-03,-3.340714164e-11,-5.430748686e-02,-1.953503117e-02,-2.113806009e-01,-1.361780018e-01,-4.238203954e-10,-1.268455088e-01,-3.048667684e-02,-1.679557562e-01,-7.031301409e-02,-9.368635714e-02,7.280607824e-04,-6.602017581e-02,1.942466188e-09,-1.409473866e-01,-6.053605676e-02,-1.818759587e-09,2.848889306e-02,-1.138571352e-01,3.812866658e-02,-1.951256990e-01,1.137176353e-09,-2.659322619e-01,-1.288995892e-01,-3.564064205e-02,-1.011228282e-02,-8.633113652e-02,-1.297048628e-01,-1.908904314e-01,1.896658608e-09,8.199767768e-02,2.958588116e-02,2.838806690e-10,-1.685194224e-01,-8.043492585e-02,-2.389188558e-01,2.106262296e-01,1.309310549e-09,4.104299545e-01,-4.348900169e-02,-1.317107528e-01,-8.994051814e-02,1.714156568e-01,-5.856534000e-03,2.086897045e-01,-9.481031515e-10,8.438275009e-02,-1.291968822e-01,-1.933633031e-09,-6.845274568e-02,7.733608782e-02,2.428763779e-03,4.157052562e-02,-9.543268398e-10,-8.348424733e-02,7.244411856e-02,7.240606099e-02,-7.048107684e-02,8.905193955e-02,-1.629543304e-02,1.722051762e-02,1.068202471e-10,-1.377546787e-01,9.908031672e-02,1.784242087e-09,1.062657684e-01,1.831475832e-02,1.207330227e-01,-2.258625925e-01,3.609014476e-10,-5.420537665e-02,-4.578252137e-02,-1.500898004e-01,1.025380008e-02,-2.455494255e-01,-2.159845270e-02,6.361591630e-03,-1.150635143e-09,-1.507674158e-01,4.918147251e-02,-9.782744059e-11,4.395708442e-02,-3.768734261e-02,4.078023136e-01,-2.615519166e-01,1.461080368e-09,2.282290459e-01,-1.663111150e-01,-1.180593297e-01,-6.901220232e-02,-1.447868161e-02,-5.228638183e-03,-9.643227607e-02,-3.218033895e-10,1.564962268e-01,-1.802268787e-03,9.482662433e-10,6.717819721e-03,-1.931653544e-02,-5.033081770e-01,1.077905148e-01,-1.233714131e-09,1.457244307e-01,-6.558429450e-02,-5.682979524e-02,-6.219238788e-02,1.311168969e-01,-1.081990749e-01,1.634786129e-01,-2.364161367e-10,-4.710070416e-02,-1.635520905e-01,-3.477750032e-10,1.350783706e-01,-2.721746080e-02,-1.705259457e-02,-4.906884953e-02,1.204322753e-09,-3.481948972e-01,6.868667156e-02,9.307453036e-02,1.673345640e-02,-1.255515069e-01,-1.903956383e-02,3.983741626e-02,1.025188934e-09,-7.025115937e-02,5.409114063e-02,-1.817211492e-09,-2.885239422e-01,-1.419456489e-02,3.546519205e-02,3.369972110e-02,-1.082989920e-09,-1.985082217e-02,1.731645316e-02,-1.632635891e-01,-4.586792365e-02,-6.186940894e-02,-4.148509726e-02,-6.487510353e-02 +thresholds = -3.010751789e-05,-4.494567811e-01,-2.449908704e-01,-1.457395683e-05,-4.097734094e-01,-3.971314430e-01,-3.094340563e-01,-6.769664884e-01,-2.267240234e-05,2.325278334e-02,-5.873254538e-01,-9.848940372e-01,-6.457843184e-01,-2.876246572e-01,-6.975331306e-01,1.687427759e-01 +weights1 = -1.044408306e-01,-2.367787622e-02,-3.690724075e-02,-2.788670734e-02,3.771680221e-02,6.803000718e-02,-1.102187112e-01,-1.090467721e-01,1.204301491e-01,-1.308614165e-01,1.059660241e-01,4.908081144e-02,-7.683556527e-03,-1.766666025e-01,5.255862698e-02,-6.800818443e-02,7.587574422e-02,1.549794525e-01,1.058540419e-01,6.787096709e-02,-7.084010541e-02,2.950029261e-02,-6.395337731e-02,-5.743129179e-02,-4.857246578e-02,-3.099252284e-01,4.468196630e-02,-1.136310920e-01,-2.182016894e-02,-1.356052756e-01,4.170945287e-02,-6.540248543e-02,-3.727521375e-02,1.139801517e-01,1.915024370e-01,-1.733750105e-01,-9.393380582e-02,5.885913223e-02,1.173244510e-02,5.440150853e-03,-4.207100347e-02,-6.216504797e-02,4.977434874e-02,-1.793187708e-01,6.457120180e-02,-1.237750873e-01,-1.135509685e-01,4.146095738e-02,1.975301951e-01,-4.087641463e-02,1.763773561e-01,-1.701470166e-01,-1.651143111e-09,1.007861793e-01,-2.241322994e-01,-2.604070604e-01,-8.886671811e-02,-2.116019838e-02,-2.397649921e-02,7.794400677e-03,2.158363722e-02,4.199272394e-02,6.257420778e-02,-1.942771822e-01,-2.862389982e-01,-3.460076451e-02,-7.774887234e-02,-1.490874738e-01,-6.467494369e-02,8.507150412e-02,-8.715225756e-02,3.992550448e-02,-6.934946030e-02,-1.327828020e-01,-9.785702825e-02,-1.726564020e-01,2.452847734e-02,1.387594640e-01,-1.048710421e-01,-7.806307077e-02,-6.677575409e-02,1.725773886e-02,-4.066596925e-02,7.639601082e-02,2.720632963e-02,2.493351251e-01,-8.000508696e-02,1.179217696e-01,-5.382227153e-02,-2.676187158e-01,-1.486278884e-02,-2.007960156e-02,-1.697978824e-01,7.647719979e-02,3.649386168e-01,1.370996237e-01,-8.395393938e-02,-1.075237468e-01,-2.354140393e-02,-1.054441929e-02,1.220315918e-01,1.965415850e-02,7.892487198e-02,6.377033424e-03,9.868953377e-02,-2.005147189e-02,-6.228302047e-02,-2.076904774e-01,-1.182387024e-01,6.604035199e-02,-9.582674503e-02,6.783808023e-02,1.244168207e-01,4.895726964e-02,-9.778006002e-03,-3.805835918e-02,-2.010751516e-01,-7.214135677e-02,1.219544839e-02,1.038724780e-01,4.283456132e-02,-3.456814215e-02,4.512881394e-03,1.705743745e-02,-3.023392346e-04,-1.860176921e-01,1.024823859e-01,-8.722930402e-02,-4.274232313e-02,4.369469360e-03,2.229615673e-02,3.233209252e-02,-1.104582250e-01,-1.067312527e-02,5.119482987e-03,-2.420490235e-01,-2.646762505e-02,-2.920756675e-02,-7.936008275e-03,-3.449788317e-02,1.110440120e-02,-1.954239607e-01,7.690925896e-02,7.002733648e-02,6.540448964e-02,-7.465890795e-02,1.571688354e-01,-1.256341636e-01,1.206424311e-01,2.301273309e-02,-8.508185297e-02,-1.884741522e-02,-4.342040420e-02,1.042744890e-01,9.557709843e-02,-4.933226109e-02,3.484501541e-01,2.571277320e-01,5.128764361e-02,-6.065418944e-02,9.157302976e-02,3.250590526e-03,1.758611500e-01,8.869127184e-02,-2.052056193e-01,-3.887075558e-02,1.910009014e-04,9.310159087e-02,2.118854225e-02,1.079556569e-01,1.097747013e-01,-5.147454515e-02,-1.774353534e-01,-7.712581009e-02,7.893505692e-02,-7.994035631e-02,8.641668409e-02,3.709949553e-02,-6.214854773e-03,7.513169944e-02,5.822132155e-02,-1.227652729e-01,-1.097237412e-02,-1.038708761e-01,-2.872209996e-02,1.188988681e-03,1.533898525e-02,-1.904659122e-01,9.403958172e-02,1.995583773e-01,-1.918300539e-01,1.409300715e-01,-1.520816982e-01,2.335182048e-09,-9.014757723e-02,-8.589912206e-03,-3.066813201e-02,3.186164796e-01,-5.196902156e-02,6.362494826e-02,-1.060675737e-02,-4.490963742e-02,-1.577209532e-01,-2.243413031e-01,-1.898334026e-01,6.635854393e-02,-9.904519655e-03,5.895659328e-02,1.013976559e-01,6.711238995e-03,-5.821670219e-02,8.257447928e-02,4.935126007e-02,1.354495883e-01,-7.812955230e-02,-1.631706059e-01,4.166601971e-02,-5.495322530e-10,1.171381623e-01,-1.544952244e-01,-1.202745065e-01,-9.806604683e-02,2.435399294e-01,-5.763335899e-02,-8.120302111e-02,-1.406645924e-01,1.269069612e-01,9.129384160e-02,3.144884109e-02,8.379840106e-02,-1.577169821e-02,-2.894394100e-03,7.428707927e-02,6.525838375e-02,-1.647847518e-02,-1.688539088e-01,-7.297194749e-02,-6.493242085e-02,-1.212108433e-01,1.047182828e-01,-5.083593726e-02,7.343775034e-02,-8.051316254e-03,-1.166063920e-01,-1.699378900e-02,-2.650981583e-02,-1.703954116e-02,-1.359834075e-01,5.881950259e-02,5.847992748e-02,1.226513907e-01,-1.556135528e-02,7.002236694e-02,-2.163130492e-01,-3.792042285e-02,-2.012404427e-02,8.863276243e-02,3.541391715e-02,-7.924576849e-02,-1.778771281e-01,-2.805280685e-01,-1.108167320e-01,8.652631193e-03,2.284349129e-02,3.051969409e-02,-6.080586836e-02,1.505981833e-01,-1.594651937e-01,-4.355026782e-02,1.280204803e-01,-1.178384423e-01,-1.380733550e-01,8.243969828e-02,-4.299760237e-02,3.096801415e-02,-8.509276807e-02,-1.571673714e-02,5.834202841e-02,-3.106646612e-02,8.865917474e-02,4.755933955e-02,2.065767199e-01,9.439507872e-02,7.552888244e-02,-8.531011641e-03,-6.570626050e-02,1.589950472e-01,1.325447559e-01,-9.339965880e-02,-9.587869048e-03,8.829114027e-03,1.491440460e-02,-4.383064434e-02,-3.451803641e-04,1.752465069e-01,5.511315539e-02,9.776895493e-02,-1.475191563e-01,-5.759048089e-02,8.299451321e-02,-1.167034581e-01,-1.030710116e-01,-7.177767344e-03,6.889574230e-02,9.063691646e-02,2.235509083e-02,7.285212725e-02,-1.008987874e-01,1.220054924e-03,1.027245075e-01,-1.567631662e-01,1.351830959e-01,1.857499331e-01,1.197168604e-01,6.273549516e-03,1.111428346e-02,-1.000421867e-01,-1.386801898e-01,1.801105291e-01,-1.741937944e-03,-5.917362496e-02,-1.088850722e-01,2.042566240e-02,-3.226243705e-02,-3.377711773e-02,-1.462105215e-01,8.820198127e-04,6.258523464e-02,1.209357828e-01,-2.704898827e-02,-8.062163740e-02,-5.656751245e-02,1.440239102e-01,2.415830940e-01,-1.682599075e-02,-1.175536662e-01,9.564837813e-02,1.195837930e-01,3.125361353e-02,4.466312006e-02,-3.098846599e-02,-8.396229893e-02,-8.866904303e-03,8.743772283e-03,7.335924357e-02,1.116050687e-02,-1.702410728e-01,-5.323260278e-02,-4.295569956e-01,-3.741845191e-01,1.129428968e-01,5.727338046e-02,6.077363342e-02,-8.340417594e-02,-1.330484897e-01,1.917708069e-01,-1.159990132e-01,6.113128364e-02,-3.841624781e-02,2.080731690e-01,3.955885023e-02,1.657001525e-01,-1.159265637e-01,2.163099125e-02,2.020380646e-02,-1.713284478e-02,-6.474685669e-02,-7.339723408e-02,-1.753277034e-01,-1.071870029e-01,-5.531271175e-02,9.405233711e-02,-8.456232399e-02,9.978335584e-04,4.304598551e-03,1.056941301e-01,1.524650957e-02,3.226333112e-02,-1.262409892e-02,-1.154341325e-01,-1.819851696e-01,6.538170576e-02,-5.652628094e-02,8.655337244e-02,-5.515129119e-02,-1.475783344e-02,1.393105090e-01,-7.092972100e-02,1.516169906e-01,-2.079373598e-02,-3.838369846e-01,1.326933205e-01,9.182436019e-02,8.001034707e-02,-7.955073565e-02,7.753685862e-02,8.156135678e-02,-1.070092320e-01,-1.038388535e-01,-1.658140421e-01,8.137079328e-02,-9.803753346e-02,2.689781785e-01,-7.763986290e-02,-1.285285223e-02,-4.888548553e-01,-8.207950741e-02,9.970808029e-02,7.289951295e-02,-2.016361207e-01,-5.320187286e-02,-2.780378051e-02,2.135352977e-02,-1.983507276e-01,-3.897597492e-01,-2.204964694e-04,-1.656383276e-01,-1.408380456e-02,3.882235289e-02,1.756739914e-01,1.648882329e-01,-2.664860338e-02,1.099858619e-02,-1.354896277e-01,1.406044811e-01,-7.231284678e-02,9.155126661e-02,-4.566815868e-02,-1.494351178e-01,5.639752746e-02,-2.265417576e-02,-4.380120710e-02,-1.806724072e-02,-1.511618644e-01,-2.725568227e-02,-8.480773121e-02,2.485022694e-01,-1.741006672e-01,7.663090527e-02,-7.748426497e-02,9.941605479e-02,-6.950763613e-02,1.164646149e-01,-2.772365883e-02,1.449741721e-01,-2.250141278e-02,-1.839596033e-01,-1.575155742e-02,-1.371801198e-01,-5.730950832e-02,-1.181550249e-01,1.541223098e-02,1.101542264e-01,-5.819573998e-02,1.193267480e-02,-1.700249612e-01,1.924126223e-02,-3.832495585e-02,1.899256259e-01,8.217784762e-02,6.335992366e-02,8.595893532e-02,1.447102893e-02,-8.147863299e-02,-3.240674734e-02,-1.296352744e-01,-9.508265555e-02,1.606378555e-01,-1.752000302e-01,4.188565910e-01,-7.602774352e-02,1.510214061e-01,-4.328947049e-03,-2.820909023e-01,5.230161175e-02,1.500792950e-01,-7.802845538e-02,-3.286068514e-02,2.852626145e-01,2.184997499e-01,-6.441381574e-02,-9.265928529e-03,-6.607303023e-02,8.273708075e-02,-1.464499976e-03,-2.878956795e-01,8.671967685e-02,-4.846525565e-02,-5.832099169e-02,1.460434962e-02,5.091378465e-02,5.590704735e-03,2.982515283e-02,7.405032963e-02,3.279728815e-02,1.269066185e-01,3.044156171e-02,-7.112190127e-02,9.683379531e-02,9.017628431e-02,-8.979430050e-02,-5.414734408e-02,6.155971438e-02,4.671711102e-02,3.081856668e-02,-4.226068035e-03,-9.882189333e-02,-1.914046891e-02,1.818968542e-02,-8.769981563e-02,1.343381554e-01,6.673929095e-02,9.868348390e-02,-1.768446714e-01,-8.237316273e-03,1.748152077e-01,-2.034388669e-02,-4.730695114e-02,6.318939384e-03,-2.387929522e-02,-6.393760443e-02,7.245086133e-02,-1.812574640e-02,-1.381688118e-01,-1.428544894e-02,-1.690879613e-01,-1.603948623e-01,1.156165227e-01,-1.121831834e-01,-2.222992480e-02,-2.375893742e-01,-5.939514562e-02,-1.330952644e-01,1.085495483e-02,1.549851596e-01,-9.756692499e-02,8.045456558e-02,7.552837580e-02,2.693684213e-02,4.170706496e-02,-5.273880437e-02,-7.341302931e-02,-1.464031637e-01,1.916055977e-01,-1.333548129e-01,-1.906231977e-02,-2.041165717e-02,2.083286643e-01,1.757246107e-01,1.725358218e-01,2.393853366e-01,1.664595604e-01,1.754736006e-01,7.385821640e-02,1.255173236e-01,-4.891123995e-02,-2.593580447e-02,8.118920773e-02,-2.312337309e-01,-1.578126848e-01,-1.390955299e-01,-4.024356604e-02,2.750544623e-02,2.577005625e-01,-2.747881413e-02,-7.231725752e-02,-4.458665103e-02,-2.496972680e-01,-7.563845813e-02,1.789697111e-01,1.325407922e-01,-1.800687797e-02,-1.004871652e-01,1.620818675e-01,1.114448160e-01,-1.128306910e-01,-2.462035567e-01,3.990822658e-02,-6.412795931e-02,-2.329251263e-03,-5.831319466e-02,-1.222384945e-01,-2.373162061e-01,-1.151259914e-01,-1.820441931e-01,2.269099094e-02,-2.551391721e-02,-5.483061075e-02,-2.426722273e-02,-1.699062288e-01,-1.820046753e-01,2.378721954e-03,5.841132253e-02,3.519430012e-02,9.078589827e-02,2.413513213e-01,-7.768743485e-02,-2.454528660e-01,9.950565547e-02,-1.030012518e-01,1.023831498e-02,-1.355864555e-01,-8.504728228e-02,5.755671859e-02,5.822225660e-02,2.790182643e-02,-4.296649098e-01,5.722361058e-02,-5.308010057e-02,-1.006690189e-01,-1.211027429e-01,7.234477997e-02,1.468043029e-01,-9.853612632e-02,-1.061002389e-01,7.667826861e-02,-1.241142601e-01,1.377461827e-03,-3.933089972e-02,-2.073010802e-02,7.450520992e-02,-2.069882601e-01,-5.462513119e-02,8.235172927e-02,-4.824854434e-02,-4.391840473e-02,-1.091833636e-01,-3.368314728e-02,3.114465475e-01,-1.881411225e-01,-7.481309585e-03,-1.590279043e-01,-2.594750524e-01,-1.012966484e-01,-1.139644831e-01,1.503927261e-01,3.070167005e-01,2.093268484e-01,-5.010884404e-01,-1.224565804e-01,-2.891337126e-02,-2.308214316e-03,-9.983255714e-02,-5.785148218e-02,9.137582034e-02,-6.243200600e-02,1.950940490e-01,-3.088115714e-02,3.060299205e-04,-7.828138024e-02,6.155900657e-02,4.823747650e-02,5.841434374e-02,-5.234392360e-02,4.014122486e-02,5.873562396e-02,4.418965057e-02,1.447463185e-01,1.446851939e-01,-8.104149997e-02,3.325634450e-02,1.450566947e-01,-1.041708440e-01,1.280679703e-01,5.852822959e-02,3.696116386e-03,5.496070907e-02,1.720279157e-01,-1.188454777e-01,-2.916651033e-02,2.496398091e-01,2.985479310e-02,6.212873384e-02,-5.419056490e-02,-1.627133042e-02,4.414976761e-02,-1.037759706e-01,-3.924339265e-02,-3.078145348e-02,5.956655741e-02,2.054632083e-02,-8.630008996e-02,-2.851383090e-01,2.773841284e-02,2.404047549e-01,8.671844751e-02,-3.728611767e-02,-6.286633015e-02,8.410289139e-02,-5.942274630e-02,-2.143277042e-02,5.297596008e-02,8.713568747e-02,1.279687732e-01,-1.992843300e-01,1.811424643e-01,1.582912803e-01,9.003089368e-02,-5.485133827e-02,2.757383697e-02,-1.273999959e-01,-2.713950276e-01,1.975748837e-01,1.157651097e-01,1.433286667e-01,-3.848985210e-02,1.141224802e-01,-3.726072982e-02,-3.298933385e-03,-7.502679713e-03,3.612703383e-01,8.726655692e-02,1.731157005e-01,9.853500873e-02,7.136227936e-02,6.146663800e-02,9.157722443e-02,1.367960721e-01,-4.104725644e-02,-1.505955756e-01,5.297014490e-02,-8.767458797e-02,1.590074040e-02,2.036396861e-01,9.059304744e-02,4.302875996e-01,-1.350566000e-01,1.038163453e-01,4.817978293e-02,2.321559340e-01,-3.000239143e-03,1.522348542e-02,-3.989673033e-02,-2.105569653e-02,3.602533042e-01,1.714947075e-01,-1.093235239e-01,3.327537328e-02,-3.144781291e-02,-7.771123946e-02,-6.991176307e-02,6.977505982e-02,9.504349902e-03,-4.940922931e-02,-7.534266915e-03,-1.605526358e-02,-6.523037702e-02,3.530656546e-02,-1.409997791e-01,5.266202614e-02,-2.623220533e-02,2.332420321e-03,-1.646095663e-01,-1.123176701e-02,3.644688129e-01,9.439382702e-02,-1.605574191e-01,1.013524905e-01,3.174914280e-03,7.554529607e-02,8.020002395e-02,1.141734049e-01,-7.686585933e-02,3.062059730e-02,-8.147061616e-02,-7.158810645e-02,-3.138542548e-02,5.176912248e-02,-8.958841860e-02,-8.324659616e-02,9.894164652e-02,-1.394452155e-01,-1.731999964e-01,1.927712262e-01,6.255457550e-02,1.786062121e-01,1.030119807e-01,1.146424264e-01,4.615162313e-02,4.615190253e-02,-4.641081393e-02,7.511072606e-02,2.002810985e-01,3.184902295e-02,1.307000518e-01,-7.032004744e-02,8.329881355e-03,2.251717448e-02,-3.148641586e-01,7.311313599e-02,-1.562015116e-01,7.436326891e-02,9.447748214e-02,2.333283871e-01,-9.737562388e-02,-2.000186220e-02,-7.666196674e-02,-1.542535890e-02,4.026391357e-02,2.636704445e-01,2.097308077e-02,-2.595010996e-01,-1.594328433e-01,-2.987886406e-02,1.258219630e-01,5.161217973e-02,7.443115860e-02,-1.234742776e-01,-4.477061704e-02,3.529515117e-02,-2.771104500e-02,-6.168436725e-03,-2.329154760e-01,-3.785382211e-02,-2.269431390e-02,-7.978168130e-02,-1.321597695e-01,-9.167890996e-02,7.084541768e-02,8.525813371e-02,-3.625688851e-01,1.308399588e-01,-4.322055727e-02,-7.607256062e-03,-8.290602127e-04,8.851491660e-02,-3.523932304e-03,-1.630644351e-01,3.114526160e-02,-1.062676385e-01,4.598505795e-02,2.204967290e-02,1.523321569e-01,-1.063827127e-01,7.958404720e-02,-1.928131096e-02,8.460421860e-02,1.788306423e-02,1.002835035e-01,-9.515257925e-02,5.282950401e-02,2.307162806e-02,-1.268824786e-01,-1.443982404e-02,9.116164595e-02,9.762684256e-02,-5.352193117e-02,4.865287989e-02,-5.632543191e-02,2.250869125e-01,-1.269296706e-01,-1.322016716e-01,9.246996790e-02,1.339417547e-01,-1.597866789e-02,-9.323637187e-02,-1.649988443e-01,-8.256783336e-02,-2.171843648e-01,4.223051295e-02,3.153880239e-01,3.304560184e-01,1.871229708e-01,-8.704489470e-02,-1.263123304e-01,9.736998379e-02,9.815559536e-02,-9.772939608e-03,1.088920832e-01,1.143166795e-02,2.550733462e-02,4.736847058e-02,1.279396862e-01,1.493142098e-01,-1.994635016e-01,9.590651840e-02,1.978836805e-01,-3.234937042e-02,1.270899773e-01,2.992952242e-02,-2.160899527e-02,-1.884609461e-01,-1.533126384e-01,2.215051055e-01,1.258518845e-01,-4.451521859e-02,-2.839425802e-01,-3.359958902e-02,-1.535415202e-01,-1.842900068e-01,5.117778853e-02,-9.137765318e-02,1.395333707e-01,9.456131607e-02,6.157203764e-02,5.854039267e-02,-1.200745255e-01,2.888770401e-01,1.732684225e-01,2.279815078e-01,1.555104274e-02,-1.660408452e-03,-2.970134318e-01,1.850196421e-01,3.579295874e-01,5.781834945e-02,-2.069782466e-01,8.985532820e-02,-2.295208164e-02,-1.050758809e-01,1.714370772e-02,4.372701794e-02,-1.271637380e-01,1.381628960e-01,-1.162714958e-01,-2.085723132e-01,4.555374682e-01,-2.389614880e-01,1.244781837e-01,-1.395017058e-01,-1.975179017e-01,-1.558852345e-01,-2.604054846e-02,-9.770017862e-02,-1.307531446e-01,-2.437655330e-01,1.152481660e-01,-1.885836869e-01,-1.288886666e-01,2.486340553e-01,1.728908718e-02,-1.034178361e-01,-7.887467742e-02,-5.510819610e-03,-1.892067343e-01,-2.026398480e-01,9.778667986e-02,-1.682825387e-01,1.113140769e-02,1.772307232e-02,-1.150447428e-01,-9.318099916e-02,-5.230552703e-02,-1.082376093e-01,3.629684821e-02,1.344599128e-01,-9.949754924e-02,-2.122438252e-01,-6.626145449e-03,-1.948024631e-01,-4.547189921e-02,1.857521245e-03,-1.013090983e-01,1.014654804e-02,-1.195270345e-01,3.322646022e-03,6.752046198e-02,-1.540880185e-04,-1.881692261e-01,-1.275427938e-01,5.896276608e-02,-3.777694702e-02,-1.696207225e-01,-5.092002824e-02,-4.887380451e-02,-7.506591082e-02,7.302959263e-02,-6.084033847e-02,-3.111000359e-01,-6.426354498e-02,2.175003476e-02,1.740921102e-02,-5.418928713e-02,8.487037569e-02,-1.169822961e-01,2.018269151e-01,-1.026007812e-02,-5.303279683e-02,-4.915772006e-02,1.399125755e-01,-3.886190429e-02,2.055759132e-01,5.677039921e-02,-4.834104795e-03,1.742418557e-01,1.626544595e-01,1.426824778e-01,9.723185003e-02,1.140141860e-01,1.567820609e-01,3.932941854e-01,1.045133099e-01,-6.306522340e-02,1.069726422e-01,1.885661632e-01,-1.900665089e-02,-8.706087247e-03,-8.556336910e-02,4.718370363e-02,7.682007551e-02,-5.823492259e-02,-8.441993594e-02,6.526864320e-02,4.475655034e-03,-7.191003859e-02,-7.827574760e-02,5.396559369e-03,-1.744995713e-01,-3.162863851e-01,7.243777066e-02,-1.364761144e-01,-1.699791104e-01,2.828303277e-01,-3.407416642e-01,1.118166745e-01,-6.055036560e-02,-3.145870566e-01,-3.011662364e-01,-8.629199862e-02,-4.226049036e-02,1.483089328e-01,1.258240044e-01,-5.078365803e-01,-1.935162693e-01 +biases1 = -7.522597571e-06,6.823978573e-02,6.993363053e-02,2.287129126e-02,8.977747522e-03,2.052737784e-07,-6.984443963e-02,-8.907727897e-04,1.312286854e-01,2.157063037e-02,5.125954282e-03,1.896269247e-02,-7.484680414e-02,1.013121232e-01,4.102048115e-05,2.050432377e-02,6.838931143e-02,3.168932348e-02,6.015768275e-03,-5.965490639e-02,1.751165390e-01,-2.099694759e-01,-3.779756650e-02,9.004361182e-02,1.439178921e-02,1.196475551e-01,-2.852674515e-04,-2.556236088e-02,3.080119491e-01,5.765891448e-02,-1.194969118e-01,-7.689349353e-02 +weights2 = -1.266864729e-05,-1.208357960e-01,-2.285495400e-01,-5.441404879e-02,-3.336338699e-02,-1.728039933e-03,4.485810995e-01,-1.316383034e-01,-3.668180704e-01,-7.618584484e-02,-3.548000008e-03,-7.451616973e-02,2.611585520e-02,1.806100309e-01,-8.419991937e-04,-4.916756600e-02,1.752170324e-01,-1.143362522e-01,1.227685809e-01,1.941913217e-01,-2.246405780e-01,5.030619502e-01,1.455844473e-02,1.488502473e-01,2.234132141e-01,3.553526103e-01,-1.886986755e-02,8.584727347e-02,-3.481653631e-01,-2.673994303e-01,5.748558640e-01,1.708472818e-01 +biases2 = -9.795261919e-02 diff --git a/params/D00119.001.txt b/params/D00119.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c89fd72defb0a62469b1b864ea3a69379099c2 --- /dev/null +++ b/params/D00119.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -9.716241062e-02,-1.377635002e-01,1.518620253e-01,-7.840581983e-02,-1.377283782e-01,-1.622169465e-01,5.791090801e-02,-1.508226842e-01,-4.201193899e-02,6.264808774e-02,7.093161345e-02,-6.534054130e-02,-3.563003242e-02,-3.134034947e-02,-1.355619542e-02,-4.748589825e-03,-2.800660729e-01,-4.036024585e-02,-3.070784211e-01,-1.967612356e-01,6.587787718e-02,1.358562261e-01,-3.695186600e-02,1.587992720e-02,-2.885571718e-01,-1.575771421e-01,-9.257598966e-02,2.244046926e-01,-4.880245030e-02,-1.638188660e-01,-3.117012680e-01,-5.477910042e-01,-2.455886155e-01,-2.440669984e-01,-2.957014740e-01,-3.485924900e-01,-6.047454104e-02,-6.128552556e-01,-1.564638168e-01,-5.859780312e-01,-3.764342964e-01,-2.138393372e-01,-2.944123447e-01,-1.525592208e-01,-3.794872463e-01,1.132065803e-02,4.618545473e-01,2.991769835e-02,-3.563304991e-02,-1.558500379e-01,1.604237407e-01,2.941768765e-01,-2.383356094e-01,2.794872224e-01,-2.258273214e-01,4.042814374e-01,5.562535524e-01,-2.717391588e-02,1.605481096e-02,-4.323048592e-01,8.612092584e-02,-3.447680473e-01,-3.252149522e-01,2.497828156e-01,-1.105139256e-01,9.488503449e-03,-4.724337459e-01,3.748593926e-01,-5.429649353e-02,4.738738760e-02,-3.656418249e-02,-6.173098683e-01,-4.029037431e-02,-1.708688885e-01,-7.715222239e-02,-1.036399230e-01,-8.287013322e-02,1.753796935e-01,-4.146358371e-01,-4.598396122e-01,-5.597955734e-02,-2.355948836e-01,-1.397710294e-01,-6.619942188e-01,-2.221026421e-01,1.629591882e-01,-9.926236421e-02,5.065639019e-01,-1.462682933e-01,1.873992532e-01,-1.100249141e-01,7.749758661e-02,1.283418387e-01,-2.657223046e-01,2.701198161e-01,1.338069737e-01,-2.158583403e-01,-1.842419803e-01,-3.529921770e-01,-2.405994982e-01,-4.558677785e-03,-5.817022920e-01,-8.262896538e-02,-1.805329323e-01,-5.561627150e-01,-2.241084874e-01,-2.291796356e-01,-8.095587790e-02,-4.458514750e-01,-2.492993474e-01,4.053962827e-01,-1.253947467e-01,-2.757080197e-01,-1.679817140e-01,6.755810380e-01,1.988481581e-01,-8.984088153e-02,1.218775753e-02,-1.431367546e-01,-2.566884086e-02,5.918980241e-01,-1.287135184e-01,1.167923808e-01,-3.190871179e-01,2.231308445e-02,-1.880535632e-01,-4.480307400e-01,1.779706627e-01,-1.122840643e-01,2.675246634e-02,-7.269028425e-01,3.853655159e-01,2.860541921e-03,2.993236482e-01,-5.421847105e-02,-2.220766097e-01,1.988129765e-01,2.639220357e-01,7.628797088e-03,-7.447631657e-02,1.125103235e-01,1.132305562e-01,-3.701092899e-01,-4.410268273e-03,-9.659478813e-02,-1.549630910e-01,8.119701743e-01,-7.120295763e-01,-2.225977778e-01,7.271021008e-01,-3.641114756e-02,4.010208249e-01,-1.393443495e-01,-1.759835482e-01,-1.918236166e-01,1.083007306e-01,-5.587724596e-02,-3.444852829e-01,3.552353978e-01,4.580920190e-02,-4.009023011e-01,-2.754531205e-01,-7.036384940e-01,-2.916059494e-01,-4.259610549e-02,-1.901973128e+00,-9.743936360e-02,-1.864677817e-01,-6.009656787e-01,-3.817132413e-01,-2.042436898e-01,-9.391900152e-02,-3.709089756e-01,-1.817246675e-01,4.620330334e-01,-5.375326425e-02,-4.886868224e-02,-1.744046211e-01,3.286994696e-01,2.904623151e-01,-1.084748134e-01,5.140071511e-01,-1.720877439e-01,-3.087632656e-01,3.896714151e-01,-4.093727097e-02,8.925835043e-02,-3.661967814e-01,-6.483311206e-02,-1.153096855e-01,-6.341262460e-01,-2.615706325e-01,-1.179773584e-01,8.555712551e-02,1.560637504e-01,5.551023483e-01,1.491229832e-01,1.275326759e-01,-7.280875742e-02,2.765562534e-01,1.569564268e-02,2.142139673e-01,-5.504839588e-03,-1.795534641e-01,4.360239208e-02,3.202067614e-01,-3.482752740e-01,7.446226198e-03,-3.576068580e-02,-2.098665833e-01,-1.995740086e-01,-9.134777784e-01,-5.859711766e-01,-1.377340257e-01,2.377438173e-02,-4.936550856e-01,-2.572582960e-01,-8.429414630e-01,-1.561007053e-01,1.429719180e-01,-2.948221564e-01,-6.218485832e-01,2.896700501e-01,-3.829639554e-01,-5.017524362e-01,-2.799622416e-01,-9.332634509e-02,-5.103046298e-01,1.975623816e-01,-3.879739940e-01,-1.722813584e-02,-7.147735450e-03,-6.651910543e-01,-2.407800406e-01,-2.410530895e-01,4.117910750e-03,-2.393345982e-01,-1.462716609e-01,3.197824359e-01,-2.302910089e-01,-3.562017577e-03,-1.742734760e-01,-1.535994560e-01,5.397066474e-01,-1.307879388e-01,3.851747513e-02,-2.952947915e-01,-9.180059284e-02,7.562639117e-01,5.343968272e-01,1.015878990e-01,-3.936435282e-01,1.128221527e-01,-7.970086485e-02,-4.486511052e-01,3.329929411e-01,1.004114226e-01,-3.530561924e-02,6.185162067e-02,1.150884151e+00,-3.033529818e-01,-1.370316446e-01,-8.447045088e-02,1.610036194e-01,1.970428377e-01,-5.575085878e-01,-1.051866561e-01,-2.082867771e-01,7.197209448e-02,4.583836347e-02,-3.250602186e-01,-2.156431675e-01,-4.440639168e-03,-2.410054952e-01,-5.224892497e-01,-7.340366244e-01,-3.879145682e-01,1.046487987e-01,-1.070007011e-01,-2.245954275e-01,-3.795241117e-01,1.150220990e+00,3.651414067e-02,2.508041859e-01,-8.251877502e-03,-3.413990736e-01,-8.880082518e-02,1.304994673e-01,-6.254382730e-01,-1.532623768e-01,8.275403641e-03,-7.080925703e-01,5.499213934e-01,-3.905347288e-01,3.771077469e-02,-4.595788121e-01,-8.272607327e-01,-8.372446299e-01,-3.271414340e-01,1.650380343e-02,-3.826760650e-01,4.799156263e-02,3.617425263e-01,-1.608647853e-01,-1.293454319e-01,-1.495919228e-01,1.622286737e-01,-3.728505969e-02,-2.299696356e-01,6.274073571e-02,-2.072135359e-01,2.079814970e-01,8.591881990e-01,-9.198489040e-02,9.653209150e-02,-4.853808284e-01,-5.852197483e-02,-2.798235416e-01,-1.347910911e-01,-2.765328810e-02,3.926410377e-01,-2.092097886e-02,2.028041892e-02,1.014581919e+00,-4.480402768e-01,-2.701029778e-01,-8.826635778e-02,-6.411353350e-01,3.277189732e-01,3.530800343e-01,-1.071280241e-01,-1.685109138e-01,3.876600564e-01,4.896281958e-01,-1.172818765e-01,1.564881653e-01,-4.817438126e-01,-1.105827391e-01,-8.400154114e-02,-7.290745378e-01,-3.466193080e-01,1.432750821e-01,-1.787624806e-01,2.421967387e-01,-2.277702242e-01,-4.042800963e-01,-3.105102852e-02,4.281302691e-01,-1.001067519e+00,-1.113355160e+00,-2.162898518e-02,-1.296641827e-01,-5.055587292e-01,-2.606638670e-01,-2.482138015e-02,-2.686043084e-01,9.969219565e-01,-1.148684621e-01,1.139229387e-01,-3.224527836e-01,-7.106583714e-01,-3.492890000e-01,-3.110440671e-01,-1.237419620e-01,-2.642732859e-01,-2.864694893e-01,1.826250702e-01,-9.639651328e-02,-6.331779808e-02,-1.866671294e-01,-2.013506889e-01,-3.453514576e-01,-5.731029510e-01,-1.179077625e-01,-2.086064965e-01,4.046536684e-01,4.601265490e-01,6.548573077e-02,1.496737301e-01,-5.620438457e-01,5.005947351e-01,3.823979199e-01,-2.300610393e-01,-2.028926313e-01,1.450465173e-01,1.576658934e-01,7.430148870e-02,-6.302748919e-01,-9.609404206e-01,1.089771539e-01,-9.066381492e-03,-2.101953775e-01,4.830634966e-02,-5.075971037e-02,-7.267710567e-02,-3.925267160e-01,-2.713462412e-01,-7.848946452e-01,-1.946733743e-01,3.742164746e-02,-1.121016383e+00,-1.607505083e-01,-2.186672091e-01,-1.650197357e-01,1.748224795e-01,3.367408365e-02,-1.767458171e-01,-3.491520584e-01,-3.884250522e-01,-2.823272347e-01,-2.809931897e-02,4.633021653e-01,-4.175833762e-01,-6.677938104e-01,8.243496716e-02,-3.090302274e-02,-2.342798263e-01,-3.963443041e-01,-2.133150771e-02,-4.067905843e-01,8.912547231e-01,-4.742251635e-01,9.918525815e-02,1.075930819e-01,-5.761728883e-01,-2.673909366e-01,-3.219988346e-01,-1.001746207e-01,-6.331502795e-01,-7.780279517e-01,1.899530292e-01,-2.165346295e-01,5.519186258e-01,-1.790124327e-01,-1.241461933e-01,8.738682270e-01,-4.762704372e-01,-2.820075117e-02,-2.742494643e-01,1.342642158e-01,7.658666372e-01,2.640532553e-01,1.225809157e-01,-3.964762986e-01,9.441642761e-01,1.703657150e+00,-2.650290430e-01,-6.369563937e-02,-8.681409359e-01,2.332376782e-03,5.993611366e-02,1.152698159e+00,-5.211686492e-01,-1.612230949e-02,-7.865805924e-02,-1.943035126e-01,9.072459489e-02,-1.461675763e-01,5.053458363e-02,-3.709568381e-01,-3.087300956e-01,-7.919275761e-01,-1.564269811e-01,3.579071909e-02,1.800348282e+00,-2.192659527e-01,-1.577532887e-01,-1.274222016e+00,7.241477072e-02,2.255981788e-02,-1.270269156e-01,-2.776290178e-01,-5.582460165e-01,-4.091777280e-02,-8.132933825e-02,6.464801431e-01,8.404217958e-01,1.675607920e+00,2.724291086e-01,-2.013358474e-01,-8.702214360e-01,-2.733134627e-01,-1.745231003e-01,-6.926150620e-02,7.213550210e-01,-3.202034831e-01,1.625508666e-01,1.176749021e-01,-4.508724809e-01,-2.914273143e-01,-3.058211207e-01,-1.085384786e-01,-6.034764051e-01,-7.513108253e-01,2.285490632e-01,-1.451529413e-01,-7.210350037e-01,-8.795533329e-02,-1.775507443e-02,-1.372517198e-01,-6.412994266e-01,-4.538868368e-02,-3.185841143e-01,3.791400790e-02,7.674035430e-01,1.418599039e-01,3.669231758e-02,-5.932803154e-01,-3.052858114e-01,-6.594660282e-01,-5.306852460e-01,3.712135926e-02,-7.493365407e-01,-2.772233263e-02,-5.669654906e-02,6.046764851e-01,-5.788785815e-01,-1.464463025e-01,-2.565255761e-02,-6.922382116e-01,2.141196281e-01,-1.037520245e-01,-7.490161061e-02,-5.329643488e-01,1.464646161e-01,3.605798632e-02,-4.748170823e-02,-9.502910823e-02,-8.992877007e-01,-2.181214988e-01,-1.355502009e-01,-6.707462072e-01,-1.185177565e-01,-3.257808089e-02,-1.955896616e-01,4.139442742e-02,-5.977773666e-01,-2.701549828e-01,-1.299560964e-01,8.667844534e-01,-5.062265396e-01,-8.839780688e-01,2.538878620e-01,-3.080103695e-01,-9.214282632e-01,-2.428124100e-01,-1.224157400e-02,-2.043028176e-01,6.751233339e-01,-4.299222231e-01,1.084722579e-01,2.933531404e-01,-4.977967441e-01,6.794628501e-02,-3.043596447e-01,-2.059150338e-01,-1.601241529e-01,4.391781092e-01,3.412253410e-02,1.395791322e-01,1.912700891e+00,-8.994009346e-02,-8.573430777e-02,-5.830207095e-02,-3.483550549e-01,2.487960309e-01,-2.478470504e-01,4.139768332e-02,7.318730354e-01,-2.960187010e-02,2.093815058e-01,-5.539469123e-01,1.422418356e-01,-1.194862723e-01,-4.270831943e-01,-9.884901345e-03,-5.418804288e-01,8.999820799e-03,-3.668712676e-01,4.713483453e-01,-6.074129939e-01,-3.535741195e-02,-2.863583155e-02,-7.076435089e-01,1.171181500e-01,-2.347774953e-01,-1.595450640e-01,-5.322479606e-01,-3.801582754e-01,4.134421349e-01,-1.248517781e-01,-2.277834564e-01,-1.074495316e+00,-1.315488219e-01,-1.003510132e-01,-6.605761647e-01,1.741057076e-02,-1.360142231e-01,-8.683795482e-02,2.582588196e-01,-5.409566760e-01,-1.119768694e-01,-1.484318376e-01,9.492631555e-01,-6.732940674e-01,-3.916023076e-01,2.046894580e-01,-3.471922502e-02,-7.530184388e-01,-3.838053346e-01,1.661023349e-01,1.916680112e-02,5.141996741e-01,-2.665656507e-01,1.053717583e-01,6.043651700e-01,-4.585930705e-01,5.312485099e-01,-1.329275370e-01,-3.865966201e-01,3.128373027e-01,2.877126932e-01,1.538363248e-01,-1.003257632e-01,1.710791349e+00,-7.159113139e-02,1.233722270e-02,-1.591865122e-01,-2.952419519e-01,7.900127023e-02,-3.517067730e-01,-4.702280164e-01,7.313176394e-01,-5.213717818e-01,1.412062943e-01,-4.567703009e-01,3.627517819e-01,-8.370291591e-01,-4.216750562e-01,9.109765291e-02,4.023321867e-01,4.243907332e-02,6.160097569e-02,4.292498231e-01,-3.617058098e-01,-1.654866040e-01,-5.821946636e-02,-5.198376179e-01,1.966058314e-01,-1.072873101e-01,9.601229429e-02,-5.519186258e-01,-3.163457811e-01,4.424362909e-03,1.813649684e-01,-3.700844944e-02,-1.151706219e+00,-2.709324062e-01,-3.361929357e-01,-6.054496169e-01,-1.478277030e-03,-1.958298534e-01,-2.063007802e-01,5.590163469e-01,-4.244117439e-01,8.850995451e-02,-1.894455254e-01,8.695686460e-01,-5.400668383e-01,-2.639008760e-01,1.518106759e-01,-3.250258267e-01,3.697746694e-01,-2.788977623e-01,2.993887849e-02,-1.224981397e-01,2.287048995e-01,-9.695013613e-02,2.097954005e-01,-1.319156289e-01,-5.883523226e-01,2.589174807e-01,-2.052672505e-01,-5.226508975e-01,2.420138866e-01,5.611259490e-02,-1.243342832e-02,2.013534866e-02,-2.788748145e-01,-7.046016306e-02,-4.514000565e-02,-3.074923530e-02,-2.367346883e-01,9.794571996e-02,-3.069892824e-01,-2.238174379e-01,6.651363969e-01,-5.757961273e-01,-1.642643358e-03,-2.216125727e-01,2.363891006e-01,-3.247559369e-01,-5.076548457e-01,6.811681390e-02,1.287396699e-01,4.642280638e-01,1.051492393e-01,3.041934073e-01,-1.545686871e-01,-1.052443013e-01,-1.914254874e-01,5.476316810e-01,3.371034935e-02,-1.696897596e-01,-1.468162052e-02,-4.568689764e-01,-2.234959453e-01,-1.923350431e-02,2.992118001e-01,-2.844290435e-01,-5.384402871e-01,-2.650886178e-01,1.579448730e-01,-3.972966671e-01,-1.543712914e-01,-1.038031951e-01,-3.986893296e-01,-1.457519412e+00,-5.826056600e-01,5.724307895e-01,-1.417711079e-01,9.158617258e-01,-1.691816002e-01,-2.903676927e-01,1.980627030e-01,-5.759348273e-01,8.818594739e-03,-5.867970586e-01,-1.572410464e-01,1.498339511e-02,-1.668846607e-02,-1.176745966e-01,5.042143464e-01,-5.222728010e-03,-1.889074296e-01,4.027535394e-02,2.713038623e-01,-6.387810111e-01,1.078554541e-01,-8.299341798e-02,-7.665807009e-02,6.858050823e-01,-2.578039169e-01,-1.910860986e-01,-3.972790241e-01,-2.497654855e-01,-4.545338452e-02,-3.394419327e-02,-2.759475112e-01,5.995462537e-01,5.868490934e-01,-7.788128257e-01,-4.138554931e-01,-2.462533265e-01,-9.312110394e-02,-1.351031512e-01,-6.079670787e-01,-9.905865043e-02,-7.224148512e-02,-1.128731608e+00,-3.704234362e-01,2.863937020e-01,3.100204095e-02,-1.688440293e-01,-5.687308908e-01,-1.057938263e-01,-1.364415437e-01,-1.539331377e-01,6.949777007e-01,-2.325198650e-01,-5.664017424e-02,-3.476887643e-01,2.752707601e-01,-3.490948677e-01,-3.750780821e-01,9.823603556e-03,-3.002195358e-01,-4.790039361e-01,-2.639777362e-01,-3.450401127e-01,-6.416274905e-01,-2.819243670e-01,7.469630986e-02,-2.461036667e-02,-7.390956283e-01,7.824565768e-01,-9.342441708e-02,2.069237642e-03,-1.139839143e-01,6.837170720e-01,-6.241650507e-02,1.207494378e+00,4.892771542e-01,-1.624502242e-02,2.832031436e-02,4.506573379e-01,1.338736296e+00,4.074446261e-01,-6.314739585e-01,2.073354423e-01,-1.617442816e-01,-6.071409583e-01,1.567182839e-01,-2.463829070e-01,-5.077773929e-01,-8.077830076e-01,-1.489936858e-01,-6.666274667e-01,-1.086672172e-01,-1.203846112e-01,-1.663053930e-01,-2.961995602e-01,-4.899615645e-01,-3.358755410e-01,5.421943665e-01,-3.644751608e-01,-9.425076097e-02,-3.701193631e-01,-3.840571642e-01,6.403508037e-02,1.596964300e-01,2.001572549e-01,-2.262867987e-01,8.994476795e-01,-5.706340671e-01,1.022943333e-01,-1.794040650e-01,-4.280864820e-02,-3.479654491e-01,-1.852481961e-01,2.804127038e-01,-1.895187020e+00,-3.378053308e-01,-1.811470538e-01,-1.559360772e-01,-2.017958909e-01,7.918881178e-01,-6.713663340e-01,-7.126959413e-02,-6.392003298e-01,2.459203899e-01,-2.488546073e-01,-1.429140121e-01,-1.869233996e-01,-8.566755056e-01,-6.598076969e-02,-6.733242273e-01,5.884148479e-01,-9.450777173e-01,7.438971996e-01,4.680907726e-02,-6.335728616e-02,-6.432868838e-01,-4.288642704e-01,-3.438575566e-02,1.453407668e-02,-5.961184502e-01,-2.831253968e-02,6.966049969e-02,9.359325767e-01,1.318733454e+00,8.011501282e-02,-4.259971976e-01,7.543546557e-01,2.894516885e-01,-5.058194995e-01,-1.971098632e-01,-1.873601377e-01,1.746013016e-01,1.424670219e+00,-3.270947039e-01,-8.540564775e-01,6.307995319e-01,-1.536842734e-01,-1.189629585e-01,-1.066403985e+00,-4.752475023e-01,-1.455182731e-01,6.686322093e-01,2.164443135e-01,6.929089427e-01,-4.833118320e-01,-7.164328545e-02,-7.492234558e-02,-5.108724833e-01,-5.974813700e-01,-2.243825197e-01,-7.264884710e-01,-1.171054721e+00,2.044552267e-01,-1.195779815e-01,-5.211932659e-01,5.984151270e-03,-1.207260713e-01,6.421825290e-02,-3.855300546e-01,-7.098537087e-01,-1.199275374e+00,5.082092285e-01,-1.519178152e-01,-1.434330463e+00,-1.130502582e+00,-1.619205810e-02,-8.498389125e-01,5.086204410e-01,-3.438418806e-01,-4.112852514e-01,7.755001783e-01,-6.247947216e-01,9.100580961e-02,-5.584498048e-01,3.058145642e-01,-2.075915039e-01,4.972141087e-01,-2.100272417e+00,1.983854622e-01,-9.974952042e-02,1.066283226e+00,-1.703039706e-01,-6.144472957e-01,-6.087913737e-02,1.190077066e-01,9.693536162e-02,2.804990411e-01,1.070862174e+00,4.139512405e-02,-5.887365341e-01,1.269527972e-01,-6.751333475e-01,-3.479909152e-02,3.646551669e-01,-2.977798283e-01,9.295868874e-01,-9.682341814e-01,-2.467284203e-01,1.612249494e+00,4.314928353e-01,-3.080578446e-01,6.305320561e-02,-8.937625885e-01,-8.125083447e-01,-3.284344673e-01,9.323458076e-01,-3.828744292e-01,1.293670416e+00,3.109937012e-01,8.496887684e-01,-2.752491534e-01,4.166907370e-01,7.600065470e-01,-2.734580636e-01,-9.015754461e-01,-4.936796129e-01,-6.442300975e-02,5.353219509e-01,-1.683639407e+00,-3.436579704e-01,-1.570818275e-01,1.090634018e-01,-6.275824308e-01,-9.911301136e-01,9.352734685e-01,-1.870581508e-01,-8.011681028e-03,1.417540789e+00,-4.030347764e-01,-2.836719714e-02,1.702768326e+00,-2.074277699e-01,-8.518503606e-02,4.145821556e-02,1.481785655e+00,6.516367793e-01,6.085840240e-02,-1.106375232e-01,2.996807694e-01,9.964426756e-01,-1.147987604e+00,-1.839084625e-01,-5.123312771e-02,-1.313288927e+00,2.252895534e-01,-1.505114138e-01,-8.980013132e-01,7.594263554e-01,1.355775297e-01,2.629509270e-01,8.983324766e-01,-8.277438581e-02,2.439954728e-01,-5.595533848e-01,1.959683597e-01,-2.212925106e-01,9.197263122e-01,-8.651684225e-02,-1.286745071e-01,1.293771982e+00,2.333454937e-01,-2.062841803e-01,-4.820126593e-01,-3.480093777e-01,-3.139697909e-01,-1.209945798e+00,-1.056134462e+00,-5.858596563e-01,-4.633514583e-01,4.100289047e-01,-2.038339525e-01,-8.341625333e-02,-1.132738829e+00,7.902268320e-02,-3.395869136e-01,-1.584885597e+00,-3.284374475e-01 +thresholds = -2.633759022e+00,-2.314966917e+00,-1.160098076e+00,-1.315185547e+00,-1.482906938e+00,-1.438750505e+00,-1.444826126e+00,-1.265515804e+00,-6.036891937e-01,-1.343327522e+00,-1.199184656e+00,-1.704261780e+00,-1.512246847e+00,-2.111534119e+00,-7.478840351e-01,-1.091971874e+00 +weights1 = 3.324475512e-02,-1.013158262e-02,2.490654886e-01,5.310722068e-02,2.269272059e-01,-1.108061150e-01,6.723283976e-02,1.210425198e-01,2.197364867e-01,2.090569027e-02,1.172089800e-01,-4.363612458e-02,3.980610967e-01,6.059976816e-01,-1.459005522e-03,-1.041054949e-01,-1.645888686e-01,4.840960503e-01,-1.637932211e-01,-2.361483276e-01,-2.218673006e-02,-1.566818170e-02,-2.210811153e-02,-3.885264993e-01,2.188906521e-01,3.121361732e-01,-1.935587227e-01,8.247212321e-02,2.352104150e-02,1.880952269e-01,1.477087438e-01,-6.298828404e-03,2.198815346e-02,3.073592903e-03,1.098166853e-01,4.514550790e-02,6.653968245e-02,-6.049660966e-02,8.510429412e-03,4.873572662e-02,5.818306655e-02,3.631303087e-02,4.657046497e-02,-8.389663883e-03,8.187693357e-02,6.215166301e-02,9.708403610e-03,-7.392054051e-02,3.834125772e-02,1.769039035e-02,3.920102865e-02,1.355467271e-02,-1.869025081e-02,-8.548408747e-03,5.611324683e-03,-6.955321413e-03,7.112079114e-02,8.898745291e-04,-1.818900555e-01,5.261172354e-02,-1.850435697e-02,1.342445016e-01,-4.440623149e-02,-3.226961009e-03,1.829797626e-01,-4.285633191e-02,4.633889496e-01,9.308585525e-02,1.966124773e-01,2.448819876e-01,-1.305546016e-01,6.623250898e-03,1.630392969e-01,-7.631047815e-02,5.255096406e-02,7.633955032e-02,2.860971391e-01,5.333459973e-01,4.500479903e-03,-2.037509531e-01,-9.953077137e-02,-1.240071803e-01,-4.533122852e-02,-1.128538325e-01,-5.245845765e-03,-1.859730668e-02,-2.567777224e-02,-1.768361926e-01,5.218502507e-02,1.118965819e-01,-2.056079507e-01,1.387540847e-01,-5.731502175e-02,2.493586689e-01,1.078494266e-01,-9.043309838e-03,5.140698340e-05,7.331581321e-03,4.063646868e-02,1.013399567e-02,9.722325951e-03,2.774422802e-02,6.082921391e-05,1.158519299e-03,8.968233014e-04,4.200865980e-03,-1.631164365e-02,-2.638469823e-02,5.035303533e-02,9.460132569e-02,-1.091022696e-02,-4.829229042e-02,5.576902535e-03,2.880071476e-02,2.742062323e-03,2.174468711e-02,-7.959405892e-03,-3.259199485e-02,7.205952425e-03,-1.811820082e-03,7.059499621e-02,1.803923212e-02,-1.299803555e-01,3.418208286e-02,-6.478491705e-03,1.030718908e-01,-8.359202743e-02,9.002592415e-03,-8.515084535e-02,-7.187807467e-03,1.306807101e-01,4.366398975e-02,3.931600973e-02,-2.367848456e-01,1.710348129e-01,-3.776468337e-03,-2.937381621e-03,-1.168616116e-01,4.574907199e-02,-5.272137467e-03,2.958007157e-01,2.253979594e-01,-1.881167479e-02,-2.043861598e-01,-8.980170637e-02,-1.134722605e-01,1.351040900e-01,2.813225389e-01,-5.808466673e-02,3.232254460e-02,-3.434171155e-02,-2.032849006e-02,1.778512746e-01,-4.392145202e-02,-1.069750339e-01,3.770563751e-02,3.547715396e-02,-8.627331816e-03,-2.962768078e-01,-1.207246445e-02,1.075560693e-02,-2.775709517e-02,1.161898747e-01,3.672847524e-02,8.350761980e-02,4.343173001e-03,-1.467068447e-03,1.249962021e-02,1.018201485e-01,-1.763160713e-02,7.230648771e-03,-1.492348034e-02,5.028661713e-02,2.329541445e-01,-1.303519239e-03,-9.606555104e-02,3.351605497e-03,2.461764775e-02,-5.774220452e-02,-3.286236152e-02,-1.038371585e-02,4.291627184e-02,-2.968992852e-02,-2.063492686e-02,1.536808014e-01,5.848821625e-02,-1.846696883e-01,9.265635163e-03,5.197153613e-02,7.759929448e-02,-1.935528032e-02,-1.525033638e-02,-1.730298251e-01,-1.872013137e-02,-5.813584328e-01,-2.886355519e-01,-3.440819383e-01,-6.074386463e-02,-1.450504363e-01,-6.132533029e-02,-4.354298413e-01,6.459728349e-03,-1.717257798e-01,-1.232743412e-01,-6.812852025e-01,-5.659365058e-01,-7.730784360e-03,3.847488260e-04,-7.287060469e-02,-1.282661408e-01,-2.078181356e-01,1.244622469e-01,-2.435234189e-02,-1.914289594e-02,-4.081123322e-02,2.736476660e-01,-6.316620708e-01,-1.499038748e-02,4.330028221e-02,-2.174275368e-01,-1.554102451e-01,-3.496426940e-01,-2.256080657e-01,-2.402627468e-02,-1.752367802e-02,-2.729189117e-03,-1.366356015e-01,-7.067336142e-02,-1.035251170e-01,1.946270838e-02,1.364502963e-02,-6.513580680e-02,-2.020406276e-01,1.611980028e-03,-5.376687273e-02,1.114550512e-02,-2.092412114e-01,-8.899490237e-01,1.679494977e-02,1.614236236e-01,-3.115049191e-02,-3.950222954e-02,4.891425744e-02,4.788103700e-02,2.367138630e-03,9.432837367e-03,1.904529706e-02,7.212399691e-02,-3.610236347e-01,-1.903552860e-01,4.882575870e-01,-3.513454646e-02,-8.472877555e-03,-1.261177063e-01,2.994980104e-02,-1.596774161e-02,-2.425670996e-02,3.801931068e-02,-2.627946138e-01,-9.248560667e-02,-1.706687510e-01,-1.150427014e-01,-9.145668894e-02,-2.294704691e-02,-5.955285579e-02,-6.183064356e-02,-7.031762600e-02,-9.555602074e-02,-3.710421324e-01,-2.847574651e-01,1.170726144e-03,3.294655085e-01,2.431799173e-01,-1.132888719e-01,-3.919304907e-01,-1.304602921e-01,-5.053180084e-02,-9.205698036e-03,-1.997715980e-02,-7.490512729e-02,-1.517669261e-01,-1.651124060e-01,1.709070951e-01,-6.544922292e-02,-6.854455918e-02,-2.134433389e-01,5.095586181e-01,8.124765940e-03,3.517992096e-03,-4.074770585e-02,-1.286495328e-01,-5.408722907e-02,-5.144949630e-02,-1.119350456e-02,-3.132259101e-02,-3.142351285e-02,-1.131399572e-01,-1.081764232e-02,-3.555891663e-02,-2.718198113e-02,-1.110643521e-01,-1.722656786e-01,-7.847349159e-03,6.096659228e-02,6.137665361e-02,-1.365898922e-02,-2.050897852e-02,1.849847101e-02,3.165633650e-03,-8.730205009e-04,-1.712578535e-02,2.335659415e-02,-1.391858160e-01,-2.708941698e-02,1.205340549e-01,-4.188679531e-02,-6.916177808e-04,-8.231763542e-02,6.740234047e-02,-1.138661988e-02,-4.903302994e-03,6.894667167e-03,4.189122617e-01,9.977682680e-02,2.813023627e-01,2.169151008e-01,2.464855164e-01,1.848079264e-02,1.634916514e-01,-9.880747646e-02,2.010737360e-01,-7.672136277e-02,3.133075237e-01,5.068060756e-01,6.302199326e-03,-3.301301897e-01,-1.536318213e-01,2.592504323e-01,4.569741786e-01,1.690915227e-02,-1.946600154e-02,-9.613353759e-04,-1.020073891e-01,-6.942202151e-02,2.119584680e-01,1.866227835e-01,-4.321904853e-03,4.377035052e-02,8.751349151e-02,2.953860164e-01,-4.865647256e-01,-1.973664761e-02,2.047783881e-02,-4.347780347e-02,1.086633876e-01,-5.438002292e-03,6.135666743e-02,2.750111744e-03,-2.377642959e-04,7.621171884e-03,5.121022090e-02,-2.907744981e-02,3.835638240e-02,3.159916773e-02,7.458232343e-02,3.164361715e-01,1.957770064e-02,-5.952581018e-02,-5.611261725e-02,8.161380142e-02,1.405778807e-02,-2.166160569e-02,-9.865422733e-03,1.474885736e-02,6.810244638e-03,-1.702844724e-02,1.356370896e-01,6.809430569e-02,-1.224016696e-01,2.784683183e-02,-1.439093892e-02,3.574317321e-02,-4.273531586e-02,-2.047398500e-02,-1.644162461e-02,1.649466925e-03,1.224229559e-01,2.935062908e-02,4.345061257e-02,-2.560971975e-01,1.815119572e-02,-5.439961329e-02,-2.657645382e-02,-1.166667193e-01,8.401241153e-03,-5.979367346e-02,5.515345931e-02,1.818267107e-01,-5.388590321e-02,5.390660167e-01,4.164205492e-01,-6.243600510e-03,-3.771918714e-01,-1.486033052e-01,-5.556553602e-02,-1.383986697e-02,3.135853633e-02,-6.692331284e-02,1.241498664e-01,2.360649034e-02,2.256437540e-01,-7.375945896e-02,-1.621755064e-01,1.094487682e-01,4.310296178e-01,-1.256275456e-02,-8.012948930e-02,-5.295028910e-03,-2.821136713e-01,-1.511290520e-01,-1.213003173e-01,-2.110311389e-02,-3.319442272e-02,-6.350336224e-02,-1.724482626e-01,-4.702268168e-03,-1.118816063e-01,2.317844145e-02,-2.019086927e-01,-3.464668691e-01,1.426079776e-02,2.630527616e-01,6.124273688e-02,-5.110417679e-02,2.421128750e-02,-3.570750728e-02,-9.744113311e-03,2.320489148e-04,5.244165659e-03,-1.427262183e-02,-2.778271437e-01,-9.897805005e-02,5.047196746e-01,-1.781516224e-01,1.740345545e-02,-2.201406509e-01,1.619586051e-01,3.132811747e-03,4.287767410e-02,4.549173173e-03,1.805811822e-01,9.693732113e-02,1.975659579e-01,1.156455427e-01,-8.121416904e-03,9.953074157e-03,1.017646641e-01,-9.809321910e-02,5.221842974e-02,-2.988605201e-02,2.967441678e-01,3.808427751e-01,-6.463791244e-03,-1.211205870e-01,-8.876512945e-02,1.310715675e-01,3.713848889e-01,1.494590491e-01,1.235992368e-02,1.269076671e-02,7.810368668e-03,-1.504686773e-01,2.683775425e-01,6.906953454e-02,-1.340893749e-02,9.097436816e-02,7.521348447e-02,7.106237859e-02,-3.039724529e-01,-2.488612942e-02,-3.624213487e-02,8.097055368e-03,7.319837064e-02,-1.998013584e-03,2.623929083e-02,1.023767982e-03,-4.179653898e-02,2.497604117e-02,1.315186918e-02,-1.352873910e-02,1.410580054e-02,-8.653305471e-03,8.043909073e-02,2.393097132e-01,-2.002555877e-02,-1.271661967e-01,1.699915156e-02,2.473885939e-02,-6.327284127e-02,-6.588446908e-03,6.407249253e-03,1.871688664e-02,3.736337647e-02,-2.228819393e-02,1.085116267e-01,-3.992617596e-03,-1.772983521e-01,2.174050547e-02,-6.899671163e-03,2.594389208e-02,1.864717156e-02,4.881242290e-03,-1.831565946e-01,-5.493791308e-03,-1.745122522e-01,-3.266935647e-01,-3.856258094e-01,-2.246373892e-01,-3.690096140e-01,-1.764508337e-01,-1.660557687e-01,-3.152452409e-02,-2.417339534e-01,4.119485989e-02,-3.150707781e-01,3.836230338e-01,-5.718441308e-02,-6.581970304e-02,-1.032796949e-01,1.630512439e-02,-6.759245992e-01,-2.301817387e-01,-1.370434612e-01,-1.675322279e-02,4.928563908e-02,1.805489510e-01,-8.626896143e-02,-1.791512072e-01,-1.704010069e-01,-3.093627989e-01,-3.046380579e-01,-3.435186744e-01,2.709040940e-01,-2.643240988e-02,-8.519592881e-02,-3.172652330e-03,-7.499597073e-01,-1.897460669e-01,-2.564304769e-01,-6.661515683e-02,-2.350996248e-02,-6.373423338e-02,-6.334525347e-01,-1.824521273e-02,-1.781667024e-01,-1.527377125e-02,-1.294763923e+00,-2.614255190e+00,1.326946774e-03,6.097200792e-03,-7.221446838e-03,-3.144021630e-01,-8.727267385e-02,-3.789573908e-02,-3.571759953e-05,-2.332272567e-02,3.205650672e-02,2.260627691e-03,-1.564675450e+00,-6.622931361e-01,-5.021866411e-02,-2.375848442e-01,-1.951548085e-02,-3.788969219e-01,7.969638109e-01,-2.122155577e-02,4.916156456e-02,-2.127008513e-02,3.218058050e-01,3.388793766e-02,1.401771158e-01,-1.075608581e-01,1.401104629e-01,1.113503575e-01,4.320573062e-02,1.393753756e-02,1.141557097e-01,1.258574333e-02,1.000142992e-01,5.237553716e-01,-2.038779482e-02,-3.396633267e-02,-5.804540962e-02,3.303977475e-02,1.850370318e-01,1.438188702e-01,-7.735327631e-02,-4.568085074e-02,-6.683063507e-02,-1.394834667e-01,3.053464461e-03,1.102377921e-01,-6.899583340e-02,6.479122490e-02,-7.159610838e-02,2.333257794e-01,-8.502148837e-02,-4.135463759e-02,5.418060720e-02,-3.701274842e-02,1.089342982e-01,3.829524294e-02,7.156585902e-02,-3.399745096e-03,1.381692477e-02,4.271394573e-03,8.303113282e-02,1.537057944e-02,-1.232675975e-03,-2.562670270e-03,9.902065992e-02,1.041175500e-01,-5.184961949e-03,-3.418043628e-02,-2.049989253e-02,4.518302158e-02,-2.185517363e-02,-4.008496553e-02,-1.017672755e-02,6.648570765e-03,-1.790162205e-04,-3.500604630e-02,8.621982485e-02,2.217287757e-02,-1.130787358e-01,3.974803537e-02,-3.546867147e-02,9.602724761e-02,-1.421494782e-02,2.437870950e-03,-1.403035522e-01,2.805271000e-02,-2.158113383e-02,6.107831001e-02,-3.202227503e-02,9.700936824e-02,-2.010673136e-01,-4.718326032e-02,-2.353602648e-02,-4.808577150e-02,-1.934674382e-01,-8.591152728e-03,-6.593517959e-02,3.259883821e-01,3.517060308e-03,-1.905146092e-01,-1.712690592e-01,8.554898947e-02,-1.513474137e-01,-9.426130354e-02,-1.086401939e-02,3.393507563e-03,-3.920402750e-02,-1.766663939e-01,9.059759974e-02,9.211135656e-02,-1.753093004e-01,1.544809155e-02,-8.221032098e-03,-8.400591463e-02,1.933342069e-01,1.018776093e-02,-4.169467092e-02,-3.216129541e-02,4.626734590e-04,4.728033021e-02,-5.088790506e-02,4.771023523e-04,-2.364840731e-02,1.302717812e-02,9.381620213e-03,6.446338445e-02,-8.804881945e-03,-3.857769445e-02,-5.150352139e-03,7.663571835e-02,-3.400696069e-02,-1.409105062e-01,8.603981696e-03,1.826481661e-03,-9.369523078e-02,-1.541679259e-02,-2.107887901e-02,-1.855753921e-02,2.975433320e-02,-8.359602094e-02,-1.937462389e-02,-6.568700075e-02,-4.975740314e-01,3.387611732e-02,-4.321471788e-03,-1.170211751e-02,4.695228487e-02,-1.289117616e-02,-1.665603667e-01,1.463452168e-02,-6.207010746e-01,-2.851561010e-01,-3.969701529e-01,-5.290060490e-02,-1.955930442e-01,-9.796214104e-02,-3.531381786e-01,-9.284652025e-02,-2.122399211e-01,4.542721808e-02,-6.291173100e-01,-4.970988929e-01,2.591323107e-02,-4.434309006e-01,-7.169651985e-02,-3.364067674e-01,-7.699485868e-02,-1.181309670e-01,5.259886384e-02,1.612373628e-03,-5.613642558e-02,6.372007728e-02,-4.411790967e-01,-2.791241109e-01,3.177632093e-01,-3.058369160e-01,-1.047405228e-01,-5.986737013e-01,-5.124015808e-01,-2.918389812e-02,-1.514781173e-02,4.353056662e-03,-6.193794310e-02,-1.147959530e-01,-7.724780589e-02,-6.855184329e-04,3.192127869e-02,-1.486719679e-02,-1.505586803e-01,-2.954917261e-03,-5.030039698e-02,-1.754982956e-02,-1.702712327e-01,-6.784621477e-01,-1.280186261e-04,4.528382793e-02,6.655047036e-05,-3.281214461e-02,1.335555315e-01,5.230222829e-03,8.437230252e-03,2.096278779e-02,-5.564129911e-03,7.919982076e-02,-3.494386673e-01,-1.296048611e-01,7.511832118e-01,-4.529429972e-02,2.308602072e-02,-1.403173506e-01,2.936252765e-02,-2.080526436e-03,-6.317938119e-02,-9.619816206e-03,1.171070039e-01,3.041958995e-02,9.191235155e-02,-5.883479118e-02,7.923837751e-03,-4.587168619e-02,1.059914157e-01,7.069833577e-03,-3.386120126e-02,-2.908519097e-02,1.496196538e-01,4.471563697e-01,1.324081561e-03,3.562416509e-02,-1.483731270e-01,1.070391461e-01,-1.197132021e-01,-1.381440908e-01,-2.705355920e-02,7.812647149e-03,1.649468392e-02,-2.874265313e-01,-1.977192238e-02,1.973701864e-01,-1.583289355e-01,-1.588365994e-02,2.071968047e-03,4.972006008e-02,2.086932510e-01,4.240981769e-03,-1.119041070e-02,-2.414469607e-02,-3.749179095e-02,-6.517425179e-03,2.073058486e-02,-9.620121680e-03,1.622498222e-02,2.168169012e-03,-2.951211110e-02,1.141055487e-02,-5.001476500e-03,2.351046167e-02,-9.800029220e-04,2.181789838e-02,-7.846032968e-04,-5.113457143e-02,-2.221933973e-04,-4.053041339e-02,-1.417645253e-02,-4.904855415e-02,-2.511369437e-02,1.264667511e-02,-2.736381255e-02,-1.513880678e-02,-4.961097986e-02,3.346982598e-02,-1.229078919e-01,-5.026015919e-03,4.090588540e-02,4.530982301e-02,7.807456702e-02,-7.886368781e-03,7.406724989e-02,-3.916207352e-04,1.536871791e-01,5.172510818e-02,-1.030432582e-01,-2.545639277e-01,2.154002152e-02,-9.669106454e-03,-1.432541013e-02,1.513231639e-02,-4.608617723e-02,-6.146493554e-02,3.605039120e-01,3.699995875e-01,-6.619711872e-03,1.233373210e-01,-2.988230586e-01,-6.190210208e-02,-2.165112197e-01,-1.504091322e-01,-2.380494215e-02,1.590891369e-02,-3.552022576e-02,-2.765246630e-01,1.261889338e-01,-1.243435964e-01,-1.899812669e-01,9.120245278e-02,5.286443606e-02,8.842474222e-02,1.078075618e-01,4.107228015e-03,2.930867299e-02,-1.664216071e-02,1.321569234e-01,6.861465424e-02,4.628994316e-02,-1.724979654e-02,-3.355513094e-03,4.360494018e-02,7.243454456e-02,-4.719921574e-02,6.328152865e-02,-3.941481560e-02,2.014069706e-01,2.935535312e-01,-3.268078901e-03,-9.345681220e-02,-1.605729572e-02,3.171188384e-02,-4.268086329e-02,-2.110411786e-02,2.824579552e-02,-2.160844393e-02,-8.387038484e-03,-2.827584743e-02,1.716540009e-01,1.107303798e-01,-3.148221374e-01,3.858502954e-02,-4.146752413e-03,1.311494857e-01,-2.087197080e-02,-1.325728279e-02,-2.761062384e-01,-3.843206912e-02,-8.523522019e-01,-4.677585661e-01,-5.253025889e-01,-1.911410838e-01,-2.678290606e-01,-1.733833551e-01,-6.940053701e-01,-5.276370421e-02,-3.695526421e-01,1.518176496e-01,-1.032346129e+00,-3.774161041e-01,-2.932870202e-02,7.909313589e-02,-1.033026427e-01,-2.422532737e-01,-2.270099670e-01,-1.362117231e-01,1.040533483e-01,-1.750991680e-02,-6.042964756e-02,1.426221728e-01,-8.329344392e-01,-4.741321504e-01,-4.014849663e-02,-3.723657131e-01,-2.867876366e-02,-8.041476607e-01,-2.577584982e-01,-4.307488445e-03,-5.908654630e-02,-7.252491545e-03,-2.846088111e-01,-1.212930307e-01,-1.069429889e-02,7.139535621e-03,2.439933456e-02,-2.769182203e-03,-3.704572320e-01,-5.479191244e-02,-8.636178076e-02,5.152832344e-02,-3.247484863e-01,-1.232046008e+00,-3.025321290e-02,1.138275623e+00,1.857396364e-01,-5.762078613e-02,2.343849093e-01,5.055325478e-02,-1.249340642e-02,5.165285897e-03,-9.896410629e-03,3.644266427e-01,-7.292657495e-01,-3.595086336e-01,2.308937073e+00,-1.613678634e-01,7.036750764e-02,-3.272128999e-01,1.496047527e-01,3.142281622e-02,1.909810677e-02,4.315079190e-03,6.575281173e-02,-3.859610483e-02,5.424921215e-02,-1.965187676e-02,1.974162608e-01,-1.557686646e-02,1.405861974e-01,-1.633682549e-01,4.726212844e-02,-1.303846389e-01,1.908482313e-01,2.066691071e-01,1.140810084e-02,-1.514242589e-01,-2.179999202e-01,1.477717794e-02,2.456001192e-01,3.424156606e-01,-1.634215750e-02,-2.449823543e-02,-4.193917662e-02,-1.210615188e-01,1.890886575e-01,-1.190707386e-01,-1.972362697e-01,-6.721433997e-02,-1.611576825e-01,7.202975452e-02,-3.784194887e-01,1.308339089e-02,1.548528112e-02,2.001625719e-03,5.934247002e-02,7.588567585e-02,9.099801630e-02,-2.960247220e-03,-3.266368434e-02,2.294292301e-02,1.914934516e-01,-2.052640915e-02,4.328645766e-02,-1.067472901e-02,1.453688890e-01,4.570443630e-01,8.216888644e-03,-2.854711711e-01,-1.193778589e-02,1.555533335e-02,-8.676310629e-02,-1.779915765e-02,-1.283331215e-02,2.078372054e-02,-1.062316447e-02,-1.109149680e-01,2.747122645e-01,3.746130317e-02,-5.501716733e-01,2.888238616e-02,-4.215734452e-02,1.238012910e-01,-1.388121098e-01,-3.856784850e-02 +biases1 = -3.051847517e-01,-3.913989291e-03,-1.091995239e+00,-3.840978146e-01,-7.037537694e-01,9.873402119e-02,2.151126973e-02,-3.283481002e-01,-6.089470983e-01,-1.863008551e-02,-4.264777899e-01,1.010833159e-01,-1.065563798e+00,-9.343745708e-01,6.823688745e-04,-1.549219489e-01,-1.535445452e-01,-3.064094186e-01,4.152505100e-01,7.867206633e-02,2.951014228e-02,-6.959578488e-03,-3.701141849e-02,4.994372427e-01,-9.198266268e-01,-4.072178006e-01,1.020353794e+00,-3.904656768e-01,1.122117937e-01,-7.187044621e-01,-6.111176014e-01,1.640011789e-03 +weights2 = 2.300610989e-01,5.451463163e-03,3.048776388e-01,3.067653775e-01,2.797282934e-01,-4.302472249e-02,-1.818947494e-03,1.904679835e-01,2.372308969e-01,7.238854468e-02,2.178376615e-01,-1.279092487e-02,5.520735979e-01,4.334331155e-01,-4.613081983e-04,-1.638123244e-01,2.797005177e-01,1.931646019e-01,-1.172516644e-01,-7.443062216e-02,-1.057358310e-01,-9.240462445e-03,9.356170893e-03,-1.572633386e-01,3.783333898e-01,8.245541155e-02,-3.427234292e-01,1.705735475e-01,-9.758703411e-02,2.746132910e-01,-1.244202182e-01,-3.296967596e-03 +biases2 = 3.279183209e-01 diff --git a/params/D00120.001.txt b/params/D00120.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..98ad17fe49b6ac800bcf79dda83915cb914aa22d --- /dev/null +++ b/params/D00120.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -8.487652242e-02,-1.702700257e-01,1.237322204e-02,-6.188312545e-04,-1.705113947e-01,-4.431960359e-02,1.480229348e-01,2.234312519e-02,-2.295920625e-03,-9.526116773e-03,-4.208454117e-02,-7.681419374e-04,-5.261903629e-02,2.277261317e-01,-4.022437861e-05,-8.471355587e-02,1.361169480e-02,-6.546574086e-02,5.396677181e-02,-1.010895940e-03,-7.858458161e-02,-1.802768260e-01,1.825877093e-02,-1.336035877e-01,-7.240457489e-05,-1.191243008e-01,1.858881302e-02,-3.684094921e-02,-3.078463078e-01,-9.904633462e-02,-2.554852981e-04,6.633333862e-02,-1.037632227e-01,2.698053718e-01,-2.813962996e-01,-1.273171743e-03,-2.090940028e-01,-8.706723154e-02,-2.567770183e-01,-1.392511465e-02,1.064131851e-03,-9.516965598e-02,-8.050868660e-02,-2.857889421e-02,-1.469041873e-02,-3.032933474e-01,-4.517937123e-05,-4.855636060e-01,-2.792846262e-01,-1.644779593e-01,1.147707254e-01,-5.389957223e-03,3.794748187e-01,-1.748355776e-01,-2.837607563e-01,2.551811002e-02,-3.867842956e-03,-2.411790490e-01,-5.193018541e-02,4.327758215e-03,2.255916148e-01,1.207268797e-02,-3.633696761e-04,1.243325844e-01,-1.833035648e-01,1.991319507e-01,-1.743512750e-01,-3.934157081e-03,3.695082292e-02,-1.617318541e-01,1.700816005e-01,-1.036254987e-01,-3.712168662e-03,-7.794368267e-02,1.549312025e-01,-3.421681747e-02,1.182275489e-01,1.330908835e-01,-4.820606555e-04,-1.586182117e-01,1.030690596e-01,-5.435560942e-01,3.046164811e-01,7.454050356e-04,2.380787134e-01,7.764224894e-03,-1.315186471e-01,-4.040586352e-01,2.439084055e-04,-1.509546489e-01,-9.215787053e-03,-5.389514379e-03,-9.336788207e-02,2.481570840e-02,3.446788241e-07,-1.684747934e-01,-2.485919893e-01,8.614210784e-02,-2.576710097e-02,-5.236009602e-04,-1.099395454e-01,-9.832358360e-02,-3.783033788e-01,2.455587983e-01,-4.555440508e-03,-7.151656598e-02,-2.514243126e-01,-1.946066692e-02,-5.519101620e-01,-9.369401634e-02,3.567878448e-04,-5.546168983e-02,-1.278733015e-01,1.277819127e-01,-2.019734830e-01,-4.743789323e-03,-2.455525249e-01,-2.351294607e-01,-3.590614349e-02,1.642280221e-01,1.034972025e-03,-1.656198651e-01,-4.985041916e-02,-4.085250199e-03,3.756720424e-01,-2.251455337e-01,-5.407944554e-04,4.573479295e-03,3.544130549e-02,2.929922342e-01,-2.529679798e-02,-2.427822212e-03,-3.241263330e-02,-2.594517767e-01,-1.050727814e-02,-1.575006247e-01,-1.499041100e-03,-2.593621314e-01,-4.284036905e-02,-2.120703645e-02,-1.858284324e-01,-2.683332860e-01,-8.431270544e-05,8.100460470e-02,-3.116401732e-01,-1.854261607e-01,7.527649403e-03,-1.346468343e-03,8.594719321e-02,1.502228230e-01,-3.047832549e-01,-5.507092476e-01,-2.849160926e-03,-1.050134823e-01,-2.496309131e-01,8.048732765e-03,1.229186058e-01,-1.420698613e-01,-4.896089085e-04,7.844357751e-03,-1.620591283e-01,-4.528156519e-01,8.289851248e-02,7.348836516e-04,2.011245303e-02,-8.538726717e-03,-2.068338916e-02,2.788457572e-01,-2.176094276e-04,4.946964979e-02,-2.207294255e-01,-2.913566679e-02,-2.523991168e-01,2.657394409e-01,-2.473460518e-05,-6.576076746e-01,-1.699907705e-02,2.177095115e-01,-1.639615446e-01,-3.607006278e-03,-1.539427191e-01,-3.690950274e-01,-3.950996324e-02,3.320043385e-01,3.004865357e-05,-1.512151361e-01,3.565597832e-01,-1.904558204e-02,1.655427068e-01,-1.709835790e-02,-6.818356342e-04,1.895627379e-01,1.282888353e-01,6.221023947e-02,-2.262238115e-01,-4.179561976e-03,-7.106038183e-02,4.063490033e-02,-2.666233480e-01,-2.396851778e-01,1.591628999e-03,-7.208878640e-03,-4.611342214e-03,5.592060275e-03,-2.059303224e-01,1.734193265e-01,4.844798532e-04,1.997830868e-01,-2.232402116e-01,-1.394653022e-01,-7.508830726e-02,7.803479093e-04,1.132331491e-01,3.663402051e-02,7.927590609e-02,-3.492995203e-01,-1.130651450e-03,-3.027475439e-02,-3.714159727e-01,-4.343179241e-02,1.509907935e-02,-4.403200746e-01,-2.504104341e-04,-3.995921016e-01,-2.554458566e-02,7.694557309e-02,1.954061836e-01,-2.036064165e-03,-6.055117771e-02,-3.110807836e-01,2.529837787e-01,-2.249797583e-01,7.477800827e-04,-1.962084621e-01,5.452225804e-01,-3.571341932e-02,-1.140747815e-01,-3.107777238e-01,-5.046302686e-04,-4.017039835e-01,-3.337841034e-01,-1.319375038e-01,7.194275968e-03,-3.239495680e-03,-6.154359132e-02,-2.531795204e-01,-4.407550097e-01,7.152020931e-01,-6.321652327e-03,-2.303480357e-01,-3.251134157e-01,1.204093546e-02,1.539956927e-01,4.159491658e-01,-5.014764611e-04,2.223364264e-01,-1.501365900e-01,2.695139050e-01,2.648072131e-02,-7.126487792e-03,-2.324865013e-01,-2.242397517e-01,5.177139491e-02,3.673265874e-02,-3.498043865e-03,-7.015771419e-02,-3.192742765e-01,-3.361093998e-02,1.074782088e-01,-1.335742921e-01,3.399254929e-04,-4.828723967e-01,-5.052668974e-02,-3.276926875e-01,5.812596157e-02,3.831974929e-03,9.548419714e-02,-6.488493830e-02,3.255152106e-01,1.913365722e-01,8.284382056e-04,-1.527589858e-01,6.805769801e-01,-3.128281236e-02,1.002925932e-01,-9.258642048e-02,-3.833541414e-04,-5.990132689e-01,-7.899315655e-02,-3.752509952e-01,-1.737382859e-01,-1.456963655e-04,1.468552202e-01,-3.072606400e-02,-6.573314071e-01,-2.718791664e-01,-2.022783039e-03,-1.139818206e-01,-2.888587117e-01,-1.474166103e-02,-5.265181065e-01,-1.697317325e-02,-3.624285164e-04,1.236034513e+00,-1.750742197e-01,3.041706979e-01,-8.853031322e-03,-4.498089664e-03,-9.029764682e-02,-1.677507311e-01,-9.637774527e-02,-5.494270846e-02,-1.032325556e-03,-1.275454462e-01,-2.277252525e-01,1.888315752e-02,1.686308533e-01,7.928384095e-02,-1.091431404e-04,-5.351583958e-01,-1.170267537e-01,2.119901627e-01,-1.134673432e-01,-3.889627289e-03,1.074164286e-01,-2.414286435e-01,1.827846915e-01,3.863181174e-01,-1.422624802e-03,6.556381285e-02,2.331280261e-01,-2.983677574e-02,-1.135059297e-01,2.996768653e-01,-5.360461655e-04,-6.225859523e-01,-6.238462403e-03,-2.536443807e-02,-3.101786226e-02,-1.730097341e-03,-1.142206416e-02,-5.695115775e-02,-4.149778485e-01,-1.746816039e-01,-6.245058612e-04,-5.413176864e-02,-2.376801521e-01,-2.076910250e-02,1.548786312e-01,-3.575831652e-01,-1.026004902e-03,1.242313743e+00,-2.455465049e-01,-1.549012810e-01,6.639929116e-02,-2.251437632e-03,-7.371986657e-02,-2.153778523e-01,-3.800340593e-01,-1.366302371e-01,-1.701529836e-03,-3.307309449e-01,-6.773288548e-02,1.923813298e-02,-1.402191073e-01,-3.173057735e-01,-9.949551895e-04,-5.535531044e-01,-8.829854429e-02,-1.616830081e-01,-1.929783076e-02,7.301455480e-05,-1.024232283e-01,2.839022316e-02,2.348666191e-01,-1.732534617e-01,-2.339498838e-03,-1.469663829e-01,-8.286696672e-02,-2.920601331e-02,-5.242442712e-02,2.133611739e-01,-6.381539279e-04,-4.454579055e-01,-1.102027372e-01,2.830176353e-01,2.234435976e-01,9.337121737e-04,-1.281656027e-01,-6.755915284e-02,-4.382050335e-01,-3.472064808e-02,-4.652970005e-03,-2.358550727e-01,-1.583041996e-01,-1.691080071e-02,1.573310494e-01,1.351240929e-02,-2.631594252e-04,3.585329056e-01,-3.342336789e-02,-3.966245949e-01,5.662222579e-02,-2.321396722e-03,1.891169548e-01,1.370035857e-02,-6.448140144e-01,-2.117302567e-01,2.627664478e-03,-7.463542372e-02,-1.480020285e-01,9.987216443e-03,-8.547320217e-02,-2.123061419e-01,-3.723976261e-04,-7.289906740e-01,-1.744875163e-01,-5.523459241e-02,-3.551832736e-01,-5.111507140e-03,1.106437016e-02,-2.405121624e-01,1.210018754e+00,3.487099409e-01,-2.414966468e-03,-4.085811228e-02,4.897227287e-01,-3.261331469e-02,-2.262520492e-01,1.178218052e-01,-1.625169243e-04,-4.105152488e-01,-1.367737204e-01,3.913320601e-02,-2.311854810e-02,-4.435603914e-04,-1.518823802e-01,-1.934422702e-01,-5.013819337e-01,-2.020851821e-01,-1.100889873e-03,-1.142212972e-01,-3.404011130e-01,-2.226479352e-02,6.506115897e-04,-8.012417704e-02,-2.840611560e-04,4.018644989e-01,-3.265377283e-01,3.060044050e-01,-1.361816525e-01,-2.369921189e-03,-1.990994364e-01,-2.520691603e-02,-6.152655482e-01,1.498835087e-01,-4.235496279e-03,-1.571325213e-01,-2.180362642e-01,-7.643006393e-04,2.183890939e-01,3.339541554e-01,-5.346302059e-04,2.049123347e-01,-3.579189777e-01,-4.364686608e-01,1.859055459e-01,-4.054333549e-03,-6.990158558e-02,-9.077013284e-02,1.395807505e+00,-6.010593772e-01,4.645819776e-03,-8.479426615e-03,4.940549433e-01,-2.489596233e-02,-1.279264838e-01,-4.251573086e-01,-6.551766419e-04,-6.831114292e-01,4.534719288e-01,-3.103682995e-01,-6.719679385e-02,2.973680152e-03,-1.003823336e-02,-2.308023721e-01,-6.233882308e-01,2.441850007e-01,-2.582178218e-03,1.595168374e-02,-1.579606235e-01,-2.771166340e-02,-5.134752989e-01,-1.136641949e-01,-1.005131562e-04,3.861051425e-02,-2.243146747e-01,3.099368811e-01,-8.284772187e-02,-4.799062852e-03,1.993111819e-01,-1.420771480e-01,-5.313607454e-01,1.080834344e-01,-4.594608676e-03,-3.161854446e-01,-2.742101252e-01,-9.055349045e-03,2.725372910e-01,4.415078834e-02,-1.199211692e-04,6.030723080e-02,-3.651448786e-01,2.811501324e-01,1.136932597e-01,-2.678090474e-03,-1.320692450e-01,1.419430971e-01,3.135174513e-01,2.440169156e-01,-1.549044275e-03,-7.945311815e-02,-6.322464347e-02,-3.589457273e-02,2.856613100e-01,-1.055406686e-02,-9.607187530e-05,2.065111138e-02,4.957359135e-01,1.582487486e-02,-3.063148558e-01,3.076345893e-03,1.000203714e-01,-7.532817108e-05,-5.118202567e-01,-3.451981544e-01,2.516538603e-03,8.755347133e-02,-1.395348608e-01,-1.510273386e-02,2.194145024e-01,-2.276401371e-01,-5.629547741e-05,-6.243145466e-01,-3.444728255e-01,-5.938779116e-01,-1.651991159e-01,-5.262356251e-03,-8.910603821e-02,-5.756165981e-01,-6.649497747e-01,-3.198297918e-01,-4.184169695e-03,-3.008924425e-01,7.163399458e-02,3.724195063e-02,-3.175694942e-01,-2.120007761e-02,4.889959819e-04,7.161290646e-01,-2.415484935e-01,1.676257849e-01,2.620681822e-01,-1.701047528e-03,4.106452689e-02,-5.352464691e-02,4.869077802e-01,3.223621547e-01,-1.225491054e-03,-1.734481752e-01,-2.506081387e-02,-4.826485738e-02,-3.389917612e-01,9.698812664e-02,-3.161991772e-04,-4.899944663e-01,-8.460418135e-02,2.456661463e-01,8.644226938e-02,-1.358977752e-03,-7.729522139e-02,1.450055242e-01,3.961476386e-01,-1.218157187e-01,1.967948629e-03,1.492857635e-01,-2.027574480e-01,-4.016659036e-02,9.715679288e-02,1.940173954e-01,-3.868025087e-04,-1.630289108e-02,-3.775406182e-01,1.159027219e-02,-6.437468529e-02,-4.980850499e-03,3.095307911e-04,-2.358690053e-01,-8.862349391e-01,1.229860261e-01,-2.133057453e-03,-2.481911778e-01,-5.503120646e-02,4.647042975e-02,-6.142238975e-01,-5.233477950e-01,2.619886072e-04,4.678947926e-01,-4.130363762e-01,-6.724990159e-02,-1.587407198e-03,-9.418628179e-04,-3.493648022e-02,-4.245890379e-01,-1.076125950e-01,-4.315668941e-01,-2.391389804e-03,-3.325715661e-01,1.121307239e-01,-3.360471129e-02,3.664464951e-01,5.598582327e-02,-6.389544578e-04,-4.988174736e-01,4.203816652e-01,-3.198546469e-01,-1.191392988e-01,-4.455992021e-04,3.265140206e-02,2.774892189e-02,2.234409153e-01,3.326192498e-01,-3.559581470e-03,-3.404101729e-02,-1.200225111e-02,-3.336490691e-02,-3.534630523e-04,1.137670130e-01,5.474762875e-04,-3.301978707e-01,-1.393140554e-01,3.460443914e-01,-4.572690725e-01,-2.012416720e-03,2.228492685e-02,-9.963767231e-02,2.822259068e-01,2.329587638e-01,-2.437064657e-03,1.400080472e-01,-3.955837339e-02,-2.459182963e-02,4.374676645e-01,2.281389982e-01,-1.819390891e-04,3.331954125e-03,-4.296835065e-01,-4.567209780e-01,-3.751470447e-01,-2.330428455e-03,1.640491039e-01,-2.329397015e-03,-4.023296237e-01,4.944182932e-02,-1.477945625e-04,-1.329848468e-01,-1.444416940e-01,-4.497379810e-02,-6.305208802e-01,-3.801122010e-01,-6.196657196e-04,-3.415460587e-01,-1.790208071e-01,-7.910946757e-02,9.490529895e-01,-4.937123042e-03,-3.603730202e-01,-5.101298094e-01,-6.309679151e-01,-4.054236710e-01,1.506815664e-03,-2.909424305e-01,-8.540160954e-03,1.583744399e-02,-1.629594117e-01,-4.476994276e-01,6.028076750e-04,2.462759800e-02,2.935444713e-01,5.865848064e-02,-2.139962763e-01,1.668087207e-03,9.342015535e-02,1.254890710e-01,3.757935762e-01,2.331151627e-02,-5.156421103e-03,-1.819032729e-01,3.398014233e-02,-7.612782530e-03,2.066229433e-01,4.388539791e-01,-7.720094291e-04,-6.596395373e-02,-4.834980890e-02,3.577955067e-01,-2.225570530e-01,-3.582941601e-03,1.332333237e-01,9.713833034e-02,-2.967371233e-02,-9.346503019e-02,4.601470137e-04,4.884373769e-02,-7.907751948e-03,-3.895311058e-02,2.559432387e-02,1.761029214e-01,1.863684301e-04,-1.798476726e-01,-5.215343237e-01,1.177665964e-01,-5.620929599e-01,-3.179199062e-03,2.694734037e-01,-9.684044719e-01,-8.170474172e-01,-3.979223222e-02,-1.537851640e-03,-1.098266020e-01,-3.674602881e-02,-3.098525107e-03,-2.906014919e-01,3.362618387e-01,2.715326748e-11,1.688136533e-02,3.985386807e-03,-7.316549420e-01,-3.875145316e-02,4.440738354e-03,-3.620932996e-01,8.415115476e-01,3.221120238e-01,3.019654155e-01,-2.555351239e-04,-2.181846499e-01,-1.304623783e-01,-2.060134150e-02,4.728157818e-01,-3.860390782e-01,-5.126176402e-04,-4.585172981e-02,1.113551185e-01,1.277091950e-01,7.242452502e-01,-3.609243780e-03,-1.204055324e-01,-4.558058977e-01,1.495229900e-01,-2.684943974e-01,-3.770905780e-03,-1.880633533e-01,1.933808252e-02,1.853288966e-03,-3.581791520e-01,-2.878849208e-01,6.076630671e-04,-1.699500531e-01,-1.577972621e-01,6.369230896e-02,1.049512718e-02,-2.934163669e-03,-3.124356568e-01,-7.175938487e-01,-2.691718042e-01,5.870414525e-02,-1.129741082e-03,-6.432772279e-01,-2.736026980e-02,5.026791710e-03,2.506148629e-02,-4.563923180e-02,6.487475912e-05,2.126205526e-02,-2.915414795e-02,2.813727856e-01,-1.513737738e-01,3.439628053e-03,2.514261007e-01,1.396467090e+00,1.212973520e-01,-5.014374852e-01,3.590908833e-03,-6.840850711e-01,-1.597348154e-01,-3.094557859e-02,-6.520224810e-01,2.417143807e-02,2.284816874e-04,-1.797856241e-01,-1.863543093e-01,-3.499151766e-01,5.277400091e-02,-3.687757300e-03,1.855179220e-01,-7.316857576e-01,-8.285057545e-02,-1.918367743e-01,-5.040825810e-03,1.456919909e+00,3.997196257e-02,-1.235253736e-02,-3.691461086e-01,5.163122714e-02,7.157178334e-05,6.938709412e-03,-8.193695545e-02,-1.246845052e-01,-9.783810005e-03,-4.348961636e-03,-2.052816749e-01,-4.340060651e-01,-1.447480619e-01,5.348117352e-01,-3.266074462e-03,-5.950998068e-01,-8.359088562e-03,-2.403307147e-02,8.452458382e-01,-1.916750818e-01,-4.299101420e-04,-2.267583907e-01,1.828673929e-01,-1.914760619e-01,7.992090285e-02,2.944321604e-03,-1.397907138e-01,-5.071461201e-01,-1.000579000e-01,2.015886307e-01,-1.151439152e-03,-6.493918300e-01,7.995506376e-02,-3.373998404e-02,2.921397090e-01,1.333230883e-01,-1.479432540e-04,-1.326666325e-01,-2.238963544e-01,-4.780967534e-01,-3.240248263e-01,-5.730380304e-03,-4.266806245e-01,-7.320778966e-01,-3.356995881e-01,2.191821039e-01,-1.318141469e-03,1.394894123e+00,-3.188802302e-02,-2.090407722e-02,7.711204886e-02,-5.564047694e-01,-6.897780695e-04,2.192679979e-02,-1.371445209e-01,6.844423413e-01,1.201108098e-02,-3.974022809e-03,6.138530970e-01,1.386188626e+00,2.040913403e-01,-4.212864339e-01,3.590657434e-05,-6.130394936e-01,-1.468564868e-01,1.731114276e-02,-3.772764504e-01,5.265816301e-02,1.051007785e-04,-1.090685427e-01,-2.754413188e-01,-1.430934519e-01,1.324348599e-01,-1.204685541e-03,-1.261585802e-01,-6.328825951e-01,-1.415028274e-01,-9.900800884e-02,-4.059841391e-03,-5.988113284e-01,-5.799618736e-02,-2.454934083e-02,-1.431708783e-01,2.073655874e-01,-1.891501597e-04,-1.605759263e-01,-6.504485756e-02,-6.211672351e-02,1.328586321e-02,-5.677511450e-03,-3.943336196e-03,-5.851873159e-01,-7.185136527e-02,4.170522094e-02,-1.840461511e-03,-5.129775405e-01,-4.803079646e-03,-4.122230411e-02,8.336856216e-02,-6.917736679e-02,-3.315531358e-04,-8.435672522e-02,-8.616960794e-02,-8.535130024e-01,-2.428932190e-01,-2.197782975e-03,-4.917706847e-01,1.148738861e+00,1.245542169e-01,-5.560948327e-02,4.860480316e-03,-6.314555407e-01,-8.795927465e-02,3.210340068e-02,-1.360338479e-01,-2.984938025e-02,-1.219937985e-04,-1.597798318e-01,7.825028151e-02,2.059166282e-01,-9.587222338e-02,1.333132503e-03,-5.594606325e-02,-5.465779305e-01,-1.288480759e-01,-2.810377777e-01,-4.952210933e-03,-6.568896174e-01,-1.114868969e-01,-6.412519608e-03,-1.980706900e-01,-1.078084558e-01,4.140121746e-04,1.623320766e-02,-3.815106750e-01,5.802864432e-01,2.275277823e-01,-7.443276118e-04,4.718605578e-01,-5.059481263e-01,-2.992189527e-01,1.980119199e-01,-3.808173351e-03,1.335243344e+00,4.819890484e-02,-4.613021761e-02,1.005793139e-01,4.506518692e-02,-1.303633762e-04,-1.519492418e-01,-2.747346833e-02,4.048951566e-01,-9.493430704e-02,-1.795126358e-03,1.246770397e-01,1.409237534e-01,-1.165404022e-01,7.991263270e-02,-3.351995023e-03,6.920963526e-02,-3.978050128e-02,4.337076098e-03,-5.135041103e-02,-4.172579385e-03,3.408222983e-04,-2.067402750e-01,-3.276975453e-02,-3.410604298e-01,2.544842288e-02,-1.114759827e-03,-8.009633422e-02,-6.418871880e-01,-2.154186815e-01,5.609870423e-03,-1.565205399e-03,-9.144709706e-01,-8.511301875e-02,-2.619645558e-02,1.714712530e-01,3.347329423e-02,-3.532613628e-04,-1.027811840e-01,-1.297510266e-01,-2.352735549e-01,-4.346852750e-02,-1.099343295e-03,-1.016960293e-01,-5.956819281e-02,-1.882220060e-01,-2.563357055e-01,-4.303480673e-04,-6.454344988e-01,-9.534699842e-03,-5.460015684e-02,-2.453185767e-01,-2.988158762e-01,-5.508348113e-04,3.036892228e-02,-2.656769454e-01,4.116337001e-02,1.382463053e-02,-3.177326871e-03,-2.372667193e-02,7.340043038e-02,1.446019560e-01,7.159281522e-02,-1.860569319e-04,1.024418712e+00,-2.238549851e-02,1.549079083e-02,-2.590426430e-02,1.085069031e-01,-2.540744899e-04,-1.012677923e-01 +thresholds = -1.820331693e+00,-5.194804072e-01,-3.931248486e-01,-3.294281662e-02,-3.196057975e-01,-1.947608948e+00,-1.501933694e+00,-3.931762874e-01,-2.350128256e-02,-1.863458872e+00,-6.259753704e-01,-2.467636764e-01,-6.025738120e-01,-6.458498240e-01,-3.124235664e-03,-1.516400099e+00 +weights1 = -1.446261853e-01,-1.571752690e-02,-4.901219904e-02,1.085448787e-01,-1.184406877e-01,1.300007999e-01,1.767997593e-01,1.755552143e-01,8.248197287e-02,-1.787584275e-02,9.512916207e-02,-7.295636088e-02,1.952277496e-02,-2.355127828e-03,1.153601892e-02,1.610030830e-01,-6.089639384e-03,3.364585042e-01,2.412478253e-02,7.510802150e-02,1.527451426e-01,2.621840239e-01,-1.856459188e-03,2.675476074e-01,-1.609899551e-01,4.218683392e-02,4.145435989e-01,2.352420688e-01,-2.499077469e-02,-5.471476167e-02,-1.034593582e-01,3.668644130e-01,-2.946226671e-02,1.282590926e-01,-7.296395302e-02,6.309185177e-02,7.489628345e-02,-9.916003793e-02,-5.711923167e-02,6.221195310e-02,9.003009647e-02,-1.192285120e-01,-1.001651883e-01,-3.154679760e-02,2.067167312e-02,4.293010384e-02,-8.141300827e-02,3.523373976e-02,-1.039501838e-02,-2.230899554e-04,5.188554153e-02,-1.944581605e-02,1.176459864e-01,-4.794400185e-02,-4.275291041e-02,-2.915656567e-02,-2.913118154e-02,1.368590072e-02,1.489139795e-01,-8.447453380e-02,-4.990236461e-02,-5.563261360e-02,2.938297763e-02,3.304097056e-02,4.576070607e-02,4.034144059e-02,3.212496266e-02,-1.625121832e-01,4.333119467e-02,2.267333493e-02,-2.035554200e-01,-3.247126639e-01,-4.523098096e-02,-1.995166540e-01,1.596787274e-01,4.565313831e-02,-8.853846788e-02,5.074443668e-02,6.144698337e-02,-3.488151431e-01,-3.718613088e-02,-4.600259662e-01,-9.769909084e-02,-4.239889979e-02,-1.725013703e-01,-1.635070890e-01,1.074838564e-01,-3.649239540e-01,-4.483450949e-02,9.024185687e-02,-4.308473468e-01,-3.747075200e-01,-6.563256681e-02,4.132842645e-03,9.800750762e-02,-1.337944716e-01,-5.088905618e-02,3.884851187e-02,-9.664420784e-02,-3.848446906e-02,3.092445433e-03,-2.780863270e-02,-1.519687176e-01,-7.348968834e-02,8.665476739e-02,-1.003506854e-01,-7.932791114e-02,5.205646530e-02,1.105180904e-01,6.357154995e-02,5.001595244e-03,5.517603830e-02,4.107689112e-02,7.517236751e-03,-5.756804720e-02,5.685799196e-02,-1.277336776e-01,-3.246626630e-02,2.108450234e-02,-1.853372715e-02,5.476351082e-02,-1.281976104e-01,-1.515427530e-01,-4.979294911e-02,3.098327294e-02,-3.776120022e-02,5.280069262e-02,-8.545478433e-02,-2.770507336e-02,5.137798190e-02,1.656145975e-02,-1.264053136e-01,4.037044942e-02,-1.899029943e-03,-8.816277981e-02,-2.819651067e-01,-5.480638519e-02,1.341182645e-02,4.801209271e-02,-1.367683709e-01,1.190767530e-02,2.406380698e-02,-7.586082444e-03,-3.658084273e-01,-7.997774333e-02,-2.909934521e-01,2.202414471e-04,4.943374172e-02,-1.829427034e-01,-2.033004314e-01,9.411796182e-02,-6.462942362e-01,3.714602441e-02,1.075936481e-01,-2.028706968e-01,-3.868578672e-01,3.800802678e-02,-3.211039305e-02,5.911093950e-02,-1.152428836e-01,-2.557731420e-02,3.534330521e-03,-3.676084056e-02,-5.075537413e-02,-1.706618257e-02,-5.350118130e-02,-6.050256267e-02,-5.038913339e-02,-2.985924017e-03,-2.749825828e-02,1.304929107e-01,3.717378527e-02,8.627746254e-02,2.825699747e-02,-2.736136690e-02,1.814042032e-01,1.163516715e-01,-8.274877071e-02,8.120242506e-02,-6.211433560e-02,-8.627831936e-02,1.112424489e-02,-4.063430801e-02,-5.604483653e-03,4.266306013e-02,-1.728392094e-01,-2.574402839e-02,6.261230260e-02,1.330073327e-01,8.546672016e-02,3.767969087e-02,6.479881704e-03,1.289829612e-01,-7.753579319e-02,1.464449521e-02,-1.523481682e-03,-2.751322463e-02,-9.863509238e-02,8.484032005e-02,-9.992513806e-02,-4.783235490e-02,5.207291804e-03,5.691024661e-02,9.676878899e-02,-1.562030800e-02,1.639357656e-01,1.913213171e-02,-1.625307091e-02,3.938366100e-02,-2.972768620e-02,-1.600881070e-01,-9.081291035e-03,-2.491690405e-02,-2.042752206e-01,-5.019597709e-03,1.335306745e-02,-7.897268981e-02,-7.260909304e-03,-2.858294360e-02,1.013194025e-01,-3.129379824e-02,-4.452260584e-02,-9.612064809e-03,6.046586484e-02,-1.448440105e-01,-2.296567336e-02,1.385492384e-01,-2.388849482e-02,-7.701394707e-02,-1.491897833e-02,-1.684416384e-01,3.304169327e-02,4.157674313e-02,2.735767141e-02,-6.022552773e-02,-1.684593707e-01,-8.925715834e-02,-5.312118307e-02,9.049307555e-02,-8.031579852e-02,8.280817419e-02,1.879894733e-02,9.535605088e-03,-4.553138092e-02,-7.029809803e-02,2.948404849e-02,5.181165412e-02,4.577969015e-02,2.261704393e-02,-3.822625428e-02,-4.436732084e-02,8.564955741e-02,2.434252016e-02,2.536764741e-02,-6.392250210e-02,5.023330823e-02,3.601840883e-02,1.048801839e-01,-6.852377206e-03,-2.591225207e-01,3.078239039e-02,1.477608690e-03,-3.259193152e-02,-2.520647645e-01,-1.569988020e-02,-1.071490347e-01,-9.536355501e-04,2.719399892e-02,7.385300845e-02,-2.212557010e-02,1.194279939e-01,-3.288740218e-01,4.277448636e-03,-2.050980628e-01,-1.282319725e-01,2.420171164e-02,-2.337574214e-01,-1.634695083e-01,1.433029920e-01,-3.117782772e-01,-5.637919530e-03,-3.019244410e-02,-2.373962104e-01,-1.614633948e-01,4.403160140e-02,-1.337217540e-01,6.910967827e-02,-1.839204133e-01,3.694219142e-02,-6.708972901e-02,-1.080759391e-01,9.067144245e-02,1.564449631e-02,-6.612228602e-02,2.324475907e-02,3.883871436e-02,-1.009413972e-02,-7.343187928e-02,-3.551512212e-02,2.571112104e-02,1.575836539e-01,7.116261125e-02,6.800447404e-02,-7.613486052e-02,9.945509583e-02,-3.227054700e-02,1.069912985e-01,-3.290439025e-02,-1.247529536e-01,1.002422124e-01,-6.434872746e-02,-8.185032755e-02,-2.033588942e-03,2.498508058e-02,-9.451254155e-04,3.780752793e-02,-1.393530667e-01,-6.025210954e-03,2.602303773e-02,1.182663366e-01,-6.721601635e-02,-2.760705911e-02,6.565725058e-02,4.501071572e-01,-4.480472952e-02,-4.641060904e-02,3.367358744e-01,9.274683148e-02,-1.189669892e-01,-8.981526643e-02,-5.394350737e-02,-6.104020774e-02,6.039835885e-02,-8.975097537e-02,-5.988406762e-02,4.517231882e-01,7.394450251e-03,1.164596826e-01,-8.318502456e-02,-9.779696912e-02,5.548381209e-01,7.035569847e-02,-7.691270113e-02,1.437942684e-01,-3.203242123e-01,-3.622038662e-02,4.417271018e-01,2.991878390e-01,-4.137990624e-02,-9.988386184e-02,-5.110943317e-02,3.337637186e-01,-5.074512586e-02,5.130139762e-04,5.878938735e-02,-1.327360515e-02,2.719981223e-02,3.349332139e-02,1.739702672e-01,-3.428818285e-02,-5.946150422e-02,-8.439669013e-02,-1.380106341e-02,4.187559336e-02,-1.010832563e-01,-9.110924602e-02,-1.315725222e-02,1.441469043e-01,-2.859759843e-03,-1.828641258e-02,-4.482087120e-02,-1.680742949e-02,1.267321855e-01,2.069197744e-01,5.469806027e-03,4.254098982e-02,-6.259726826e-03,-2.622344904e-02,-4.762636870e-02,6.029609218e-02,6.147946790e-02,1.447509676e-01,1.119433669e-03,2.845496126e-02,-1.173190251e-01,-9.719298780e-02,-1.369185299e-01,3.180916607e-01,-9.853855520e-02,-8.357774466e-02,2.779662609e-01,2.239330560e-01,8.993787318e-02,4.581268504e-02,-5.127292871e-02,9.390183724e-03,-6.238377094e-02,-1.084905565e-01,-1.517451257e-01,3.628858328e-01,7.805851847e-02,2.487266362e-01,6.585905328e-03,-9.363076836e-02,3.730177283e-01,2.796880528e-02,-2.027392946e-02,2.411477417e-01,-1.386175305e-01,-1.211999133e-01,2.916753888e-01,4.312909842e-01,-2.113859355e-01,-2.865243144e-02,-1.191078797e-01,3.042428493e-01,-4.544167966e-02,-4.947610945e-02,6.437004358e-02,2.704977244e-02,-8.221756667e-03,1.220333204e-02,-2.214301564e-02,-3.056184389e-02,-4.211169854e-02,4.288135096e-02,5.827016011e-02,1.631211042e-01,6.761362404e-02,-1.301776618e-02,1.705110446e-02,9.455039352e-02,-7.435718179e-02,9.716401249e-02,-1.077591628e-01,7.912588865e-02,9.209055454e-02,6.794002652e-02,-3.753958642e-02,3.899199143e-02,2.100430988e-02,4.466243833e-02,1.133334339e-01,-2.492201887e-02,7.235345989e-02,-7.025834918e-02,-4.275056720e-02,6.874375790e-02,7.689751685e-02,8.256601542e-02,2.318635955e-02,-6.057371944e-02,5.109683424e-02,-2.547601238e-02,-1.401816756e-01,-3.725983500e-01,-6.676127762e-02,-2.739647031e-02,-3.475681320e-02,-8.794741705e-03,-3.046911396e-02,-9.347181022e-02,3.384277597e-02,-4.552550018e-01,-6.307246536e-02,-3.274244368e-01,-6.573260762e-03,1.810267195e-02,-1.973075271e-01,-3.180181682e-01,7.709037513e-02,-3.438914716e-01,2.596281469e-02,-5.253178254e-02,-3.387919962e-01,-2.600288689e-01,9.534305334e-02,-1.761000045e-02,4.186495394e-02,-1.826119572e-01,4.977545515e-02,-6.680690497e-02,1.373320073e-01,-1.040423214e-01,4.615785182e-02,4.834238067e-02,7.235083729e-02,-1.606452093e-02,1.301537901e-01,8.911045268e-03,-5.854823440e-02,8.106557280e-02,-8.083278313e-03,-1.269265115e-01,6.098848209e-02,-4.075400159e-02,-1.069340482e-01,-1.220007241e-01,6.523554027e-02,1.586749405e-01,-1.084295213e-01,2.599198371e-03,-9.571720660e-02,5.019034073e-02,9.241136163e-02,-1.005551964e-01,-1.209417544e-02,-3.270498291e-02,-6.855725497e-02,-4.168615863e-02,-4.813424498e-02,-1.321749985e-01,-4.532285035e-02,-7.094448805e-02,2.751375549e-02,-1.297838837e-01,-3.835289273e-03,3.744079545e-02,-2.608406730e-02,4.282009974e-02,1.109006107e-01,-7.587102056e-02,-1.002993137e-01,-6.977903843e-02,-3.939004987e-02,-4.161994532e-02,1.170766307e-03,5.510792136e-02,-9.316755831e-02,-2.922191343e-04,1.182279587e-01,-1.572030038e-02,3.391981870e-02,8.343145996e-02,4.739884753e-03,-6.840534508e-02,6.644894183e-02,1.422971487e-01,3.395210952e-02,-1.154344827e-01,-1.173492800e-02,3.888824955e-02,-1.686141454e-02,-2.989964187e-02,-1.479582209e-02,2.530723065e-02,-4.418515787e-02,-7.983446121e-02,1.406876147e-01,-1.006637886e-01,8.169511706e-02,3.650186211e-02,-5.718710646e-02,-4.554647580e-02,-8.109656721e-02,-3.876334429e-02,9.842255712e-02,1.180133596e-01,1.533485856e-02,6.530884653e-02,1.015100926e-01,-1.671366021e-02,-4.061767086e-02,-9.965782054e-03,-6.103545800e-02,8.105761558e-02,-1.176296547e-01,-7.278700918e-02,-6.332203001e-02,6.722679734e-02,3.689113259e-02,3.323396901e-03,-7.160261273e-02,-3.103994951e-02,-3.352887183e-02,8.899512887e-02,-2.148733884e-01,-2.929227054e-01,-5.067588016e-02,4.472648799e-01,-1.424749941e-01,-4.359523766e-03,3.405874670e-01,1.033306420e-01,-4.070266336e-02,-2.138297539e-03,-1.728281379e-01,5.083443224e-02,-1.894397289e-01,6.550282985e-02,-2.053915262e-01,2.208814770e-01,5.450762063e-02,2.311968207e-01,-1.024903581e-01,-5.325571075e-02,5.994710326e-01,3.809194267e-02,-1.986165494e-01,1.060543656e-01,-2.047109306e-01,-1.218313947e-01,4.428071976e-01,4.230392873e-01,-1.468530595e-01,-6.647332013e-02,-1.764663607e-01,4.797601402e-01,-1.255773101e-02,7.502568513e-02,-6.076250970e-02,9.724340588e-02,-1.274900734e-01,-2.386107109e-02,4.507596418e-02,4.987203702e-02,-3.826081753e-02,-7.852396369e-02,9.282541275e-02,3.849544749e-02,1.553800404e-01,-1.714155823e-02,1.832759380e-02,8.427339047e-02,-7.248805463e-02,4.813201725e-02,-1.525858417e-02,5.580036715e-02,8.846635371e-02,5.990238488e-02,-9.438887984e-02,1.235205084e-01,-9.229968302e-03,1.305967867e-01,-3.249743953e-02,2.406077981e-01,-6.348801404e-02,-1.323719174e-01,-1.225425582e-02,-5.387762934e-02,7.651140913e-03,-7.891316712e-02,-1.666826569e-02,4.340684116e-01,-1.817627996e-01,-5.700301006e-02,2.812698483e-01,1.012773663e-01,9.096869081e-02,-1.374387145e-01,-7.623204589e-02,8.330255747e-03,-2.433316968e-02,1.593148522e-02,-1.136354804e-01,2.676258385e-01,-3.977757320e-02,2.374852635e-02,5.476867035e-02,8.784275502e-02,5.124344826e-01,1.663879491e-02,-1.831586808e-01,1.614311188e-01,-5.509812757e-02,-3.923179582e-02,1.823611110e-01,2.785522044e-01,8.249899745e-02,-1.778398827e-02,-1.467611920e-02,3.672164679e-01,-1.027254760e-01,4.674948752e-02,-6.328816712e-02,1.331672771e-03,-2.252880018e-03,-6.981989741e-02,1.420488209e-01,-3.621593118e-02,-8.473805338e-02,3.232859820e-02,2.760330960e-02,-1.062446926e-02,1.058635581e-02,9.951606393e-02,-5.439246073e-02,-1.057945751e-02,-7.923927158e-02,-9.673979133e-02,-4.459384829e-02,1.148043014e-02,5.825386569e-02,7.269617170e-02,5.111113563e-02,-7.818353921e-02,3.049653256e-03,2.897410467e-02,6.251008809e-02,-7.379865646e-02,-4.613678157e-02,7.230369002e-02,-3.584045172e-02,6.435226649e-02,-7.138027251e-02,-5.386196822e-02,-1.236439217e-02,-7.328075822e-03,1.561527140e-02,3.050172527e-04,-1.065242961e-01,1.055416912e-01,1.401970349e-02,-8.900686167e-03,-1.595872343e-01,7.106192410e-02,3.063590080e-02,6.434969604e-02,-1.950833201e-02,1.102069691e-01,-1.713500544e-02,1.488357484e-01,-5.094650388e-02,-2.826697007e-02,6.121153757e-02,6.669797003e-02,9.115941077e-02,3.101339564e-02,5.578722805e-02,7.139200717e-02,-3.717487678e-02,-4.855535924e-02,5.155739188e-02,-2.408931777e-02,-1.454420947e-02,-8.421165496e-02,-4.332559928e-02,-1.327624470e-01,-5.544241518e-02,-1.192819327e-01,1.151881646e-02,3.811457753e-02,1.529382356e-02,4.760624468e-02,2.101447247e-02,-5.720373243e-03,-1.023640782e-01,5.756091699e-02,1.244429797e-01,3.914040327e-02,-1.897288114e-01,-8.077432960e-02,4.297120124e-02,1.172753274e-01,5.191121623e-02,4.679561034e-02,-9.006613865e-03,-1.197025776e-01,6.496376544e-02,-5.794158205e-04,2.592677996e-02,9.148182720e-02,-6.023001671e-02,2.868998051e-02,-3.805751214e-03,4.663994908e-02,1.297641248e-01,1.573493928e-01,6.976930052e-02,-6.333307922e-02,-1.300287396e-01,-2.629345357e-01,6.874496490e-02,-6.109220907e-02,-1.536903977e-01,-3.500735462e-01,-1.344769746e-01,-8.522078395e-02,5.234689638e-02,-3.745487705e-02,-7.929106802e-02,2.758684196e-02,-1.269105915e-02,-2.875643969e-01,-3.402407467e-02,-3.360389769e-01,-6.312036514e-02,-6.170113385e-02,-3.647986948e-01,-2.568641603e-01,2.920965105e-02,-4.814007580e-01,8.091203123e-02,4.068404436e-02,-2.140381634e-01,-2.533082068e-01,1.743995026e-02,-2.266997844e-02,2.466050535e-02,-2.338291705e-01,-4.579504579e-02,7.131701708e-02,7.854855061e-02,-4.820062593e-02,5.579479784e-02,1.836898923e-02,-1.228625774e-01,1.856090128e-02,8.964613080e-03,9.952395409e-02,1.184942201e-03,-3.544126078e-02,-1.795756444e-02,4.128650948e-02,3.591678664e-02,-1.169391163e-02,-1.503527910e-02,-3.576888517e-02,1.090821624e-02,1.235620584e-02,-1.481042355e-01,2.769788960e-03,2.573928796e-02,-6.228143349e-02,-1.078636795e-01,7.157386094e-02,-1.032335013e-01,-4.956871644e-02,-9.334277362e-02,3.500007465e-02,1.085789576e-01,-1.618496887e-02,8.007799089e-02,5.628499016e-02,-4.703525081e-02,-2.587329745e-01,5.960009620e-02,-8.460213989e-02,-1.266053170e-01,-1.984870434e-01,5.095146969e-02,1.670186594e-02,6.977074314e-03,-1.018364280e-01,-3.041879041e-03,-1.166349351e-01,-5.376759917e-02,-2.670623958e-01,-5.595245957e-02,-2.346591204e-01,-3.285357030e-03,-1.082926765e-01,-9.454344213e-02,-3.405095935e-01,-2.069460414e-02,-4.553340077e-01,2.171663381e-02,9.537620842e-02,-2.429284006e-01,-2.181896865e-01,5.368095636e-02,2.903640270e-02,8.363054693e-02,-2.122630179e-01,3.734568879e-02,-8.238803595e-03,-9.019977599e-02,-6.135985628e-02,-7.687721867e-03,-1.050606463e-02,8.896846324e-02,-7.169559598e-02,-6.540954113e-03,-4.440095741e-03,1.713716658e-03,8.952532895e-03,6.128806248e-02,-4.172445461e-02,3.770355601e-03,-9.844674915e-02,-1.844337396e-02,-4.284591228e-02,-6.292133033e-02,5.134440213e-02,-1.561656296e-01,-9.137180634e-03,-3.750211373e-02,-1.318262219e-01,-1.001246087e-02,-1.945293508e-02,-5.535610486e-03,-5.507010967e-02,8.432533592e-02,4.317435995e-02,-7.745196670e-02,-1.139322519e-01,-2.243373916e-02,1.467172895e-02,2.781765908e-02,7.251682132e-02,2.069497854e-02,1.151687056e-01,1.251745075e-01,-7.421398908e-02,-1.376135945e-01,4.307074845e-02,-9.123736992e-03,4.157576710e-02,5.336213235e-06,2.224536845e-03,1.277402341e-01,-5.185301974e-02,4.324287176e-03,-2.353600459e-03,-2.276231907e-02,-3.848581691e-04,-1.056028903e-01,1.333473176e-01,-2.247119322e-02,5.491516739e-02,2.852111869e-02,-2.267073542e-01,8.105134964e-02,-5.401683599e-02,-7.257515937e-02,-1.488188840e-02,5.651092902e-02,5.621642806e-03,-2.479324350e-03,-1.058176979e-01,-9.441284835e-02,9.681783617e-02,-3.912287951e-02,6.557960529e-03,-3.780558333e-02,-1.630465388e-01,-1.004298851e-01,5.838473886e-02,3.452988341e-02,1.122424006e-02,7.004044205e-02,-2.490368905e-03,-6.612969935e-02,6.283327192e-02,3.358263150e-02,8.387025446e-02,-9.584530443e-02,6.212204322e-02,-2.124752151e-03,7.884123176e-02,-1.402023584e-01,9.600309283e-02,-4.862455651e-02,-8.550216258e-02,-8.160409634e-04,-3.149938583e-02,1.242756546e-01,3.443275392e-02,-6.049570814e-02,1.624411903e-02,-3.782682866e-02,-7.788003236e-02,-2.519103512e-02,2.736379802e-01,4.294919223e-02,-3.071231022e-02,1.884765774e-01,1.648505777e-01,-2.609958313e-02,-7.053034753e-02,-1.798169911e-01,-8.772610873e-02,-8.891518414e-02,-9.931173176e-02,-1.714777648e-01,1.603045166e-01,-7.553870231e-02,3.209686279e-01,-2.024053410e-02,-2.214911953e-02,3.648726642e-01,8.227980137e-02,-7.015076280e-02,4.668038785e-01,-1.019849554e-01,-1.667547524e-01,3.027050793e-01,2.569846213e-01,-2.123402804e-02,-1.147631705e-01,-9.125827253e-02,2.760289013e-01,-1.002900302e-01,9.202775359e-02,7.745634019e-02,1.103281379e-01,-4.396696389e-02,2.975662798e-02,-1.353256255e-01,1.060348004e-01,1.534902155e-01,7.014725707e-04,5.792850628e-03,-1.981228776e-02,4.881995171e-02,5.482676253e-02,-1.517307293e-02,6.794895232e-02,1.079877093e-01,5.747609213e-02,-7.288603485e-02,3.070419468e-02,1.374227256e-01,3.771983832e-02,5.736787245e-02,-3.455891088e-02,1.047084257e-01,4.536065832e-02,9.558348358e-02,1.218918785e-01,-5.821118876e-02,4.682246223e-02,-1.379411668e-01,4.326483980e-02 +biases1 = -9.145074338e-02,-9.723774344e-02,-2.838576911e-03,-9.212079644e-02,-1.907911268e-03,-2.017807914e-03,3.533717990e-02,-2.839674652e-01,-3.358933842e-03,-4.202891068e-05,1.185398549e-02,-6.227158592e-04,-3.081721719e-03,-2.181665786e-02,-1.155264154e-01,-5.279080272e-01,-3.815979930e-03,-5.329279900e-01,1.863976504e-04,3.398516681e-03,-2.041534781e-01,-3.461895883e-01,-7.647126168e-02,-5.977129340e-01,-3.347219527e-02,-3.682751581e-02,-4.370843172e-01,-5.227531195e-01,-1.631096005e-02,-2.016363479e-02,-1.576491445e-01,-1.798392683e-01 +weights2 = -3.559001908e-02,-6.955386139e-03,-4.125480540e-03,2.145899981e-01,-4.403230548e-02,1.516360790e-03,1.660421789e-01,2.036967278e-01,-2.848150581e-02,2.080386039e-03,-4.702237993e-02,2.928078407e-03,1.107888948e-02,-1.153464708e-02,4.105181992e-02,1.849320903e-02,-4.719398916e-03,3.004883528e-01,3.372298554e-03,3.695171699e-02,3.519033492e-01,3.075783253e-01,-7.200329006e-02,4.026548862e-01,3.730726987e-02,-3.115247935e-02,1.175964698e-01,2.612657249e-01,-3.416018561e-02,-5.687754136e-03,-4.013903812e-02,1.296581626e-01 +biases2 = -1.448347420e-01 diff --git a/params/D00121.001.txt b/params/D00121.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ad54988feb2f46df9b4f37039e158c0695dac66 --- /dev/null +++ b/params/D00121.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -4.658618197e-02,-1.005630642e-01,-9.969422966e-02,-1.232790053e-01,1.878311113e-02,1.181082726e-01,-1.023991863e-04,1.004418656e-01,-1.681539714e-01,-2.392801084e-02,3.682993352e-03,-1.263485942e-02,8.463630825e-02,-1.883635670e-01,-2.985903434e-02,-1.817049459e-02,6.866822951e-03,4.094494879e-02,4.239663482e-02,-1.347396076e-01,-3.362011537e-02,-2.624749020e-02,-3.495344718e-04,-1.382621676e-01,1.233264282e-01,-4.787010327e-02,-2.996145189e-02,-1.298632920e-01,-4.774558544e-02,-4.245688766e-02,1.833075657e-02,-6.847890466e-02,2.278140932e-02,-4.870861769e-02,4.357242957e-02,-1.983495206e-01,-2.378357388e-02,-1.388178766e-02,-2.447277948e-04,-7.959445566e-02,1.173913926e-01,5.788653344e-02,-2.224140242e-02,-1.032155454e-01,-8.806722611e-02,-2.403274477e-01,4.324356094e-02,2.762868628e-02,7.355182897e-03,1.822860539e-02,2.003502287e-02,3.657002151e-01,9.719736874e-03,-2.198920995e-01,-1.211523078e-03,-3.815798461e-02,-5.645894632e-02,3.903143574e-03,2.657040954e-03,2.811673796e-03,-2.216839790e-02,3.336594701e-01,-1.900050230e-02,2.854045667e-02,-9.649956226e-02,-1.795535907e-02,-6.888052076e-02,3.010843694e-01,5.657747854e-03,-3.709371760e-02,-2.913422941e-04,6.416603178e-02,-1.771816462e-01,-4.866373911e-02,-2.593718702e-03,-2.441604063e-02,-2.388243563e-02,1.058304384e-01,-2.542223036e-02,3.443893418e-02,1.464506611e-03,-1.802444644e-02,8.977565169e-02,-1.709150672e-01,-3.390564024e-02,-1.391050071e-01,-1.795729331e-04,-1.539269835e-01,1.111094356e-01,-3.733471781e-02,-5.602841452e-02,-3.909080103e-02,-9.591464698e-02,-1.128087938e-01,2.388647944e-02,-7.494422048e-02,4.786301404e-03,-3.256158531e-02,1.110759471e-02,-6.997243315e-02,-2.088212222e-02,-7.073747367e-02,2.158513380e-04,-6.367418915e-02,8.557479829e-02,9.925173968e-02,-1.175656989e-01,-1.557386070e-01,-4.399374127e-02,-1.379852891e-01,6.262544543e-02,9.344711900e-03,8.233252913e-02,-2.388516814e-02,-2.667646855e-02,-1.493733674e-01,2.227575518e-02,1.064216122e-01,4.504877143e-04,-2.573863370e-03,-2.247167518e-03,-2.495731227e-02,1.282247901e-01,-2.283333056e-02,8.663810045e-02,9.239041246e-03,-5.265492573e-02,2.962315455e-03,-6.294478476e-02,2.281077579e-02,-1.134393066e-01,8.787749708e-02,3.278383240e-02,-1.095446795e-01,5.354029709e-04,1.946689934e-02,-8.244019747e-02,-3.810387850e-02,1.597732306e-01,6.572514027e-02,6.098737568e-02,1.275883764e-01,-2.658600919e-02,-1.861711405e-02,5.706248805e-02,-1.307102144e-01,5.257312953e-02,-1.794901490e-01,-2.171942964e-02,-1.534109861e-01,8.568312041e-04,-1.054707393e-01,1.547845080e-03,-3.354258090e-02,-9.185299277e-02,-1.382494122e-01,-8.054175973e-02,-1.129468530e-01,1.210455317e-02,-3.746674210e-02,-1.549174730e-02,-5.612793937e-02,5.673322827e-02,-1.459512115e-01,-3.026905656e-02,-1.142224148e-01,-7.072591106e-04,-5.419858266e-03,1.510814279e-01,5.118101463e-02,-3.809379041e-02,-1.926568002e-01,-9.225822240e-02,-1.985709071e-01,6.151967496e-02,-1.345837396e-02,1.694239490e-02,7.120393962e-02,8.763906546e-03,1.469694078e-01,-1.125774253e-02,2.366127372e-01,-4.028384283e-04,-6.436950713e-02,-5.373074859e-02,9.749853984e-03,-7.936583459e-02,2.303343266e-02,3.693681583e-02,4.347592965e-02,-3.396117315e-02,3.896575421e-02,-9.368489683e-02,2.606907859e-02,-9.584879875e-02,-5.260208994e-02,1.245817915e-02,2.013071775e-01,-1.675666776e-03,4.329411313e-03,2.596963011e-02,-4.399411753e-02,-1.295080408e-02,2.558997646e-02,1.614818126e-01,-1.052228585e-01,-1.351843029e-01,4.418697674e-03,3.963452578e-02,-3.123467602e-02,5.236762390e-02,-7.380466559e-04,-1.563983783e-02,-1.861305088e-01,7.916414761e-04,-1.740554571e-01,3.188380599e-02,-5.227278918e-02,-7.009913027e-02,-9.743352979e-02,-1.206361726e-01,-1.186793894e-01,4.030151293e-02,-5.858276039e-02,3.494698787e-03,-1.130634621e-01,-1.841837727e-02,6.983744353e-02,-4.794618115e-02,-1.546405852e-01,-5.865512649e-04,1.361445151e-02,-2.068011835e-02,8.831559867e-02,-1.237005740e-01,-2.154077739e-01,-1.366912574e-01,-1.170453951e-01,6.868925691e-02,-1.960539259e-02,4.478318244e-02,2.279476076e-02,6.422661245e-02,-1.057335809e-01,1.892510802e-02,-2.117005410e-03,-9.286949644e-04,4.198160954e-03,-2.704621479e-02,-2.180589363e-03,1.610216647e-01,4.301788658e-02,2.240435220e-02,2.063835561e-01,3.917666897e-02,4.228249192e-02,-4.672973976e-02,1.133214384e-01,-1.514954269e-01,-7.345845550e-02,-1.399997715e-02,3.158398867e-01,-1.970541925e-04,3.276470304e-02,-1.671749800e-01,-3.475494310e-02,-4.696124420e-02,8.391858637e-02,-1.723552472e-03,9.909588844e-02,-1.180294156e-01,2.257104963e-02,4.888944700e-02,-1.155119762e-01,4.819358885e-02,5.535103753e-02,-4.204498976e-02,-1.462118328e-01,-9.161116323e-04,-1.828556806e-01,1.214972287e-01,-3.093350679e-02,-7.909717411e-02,-1.026078686e-01,-2.569303662e-02,-6.522171944e-02,5.621504039e-02,-9.681643546e-02,-4.126412421e-02,-1.011532173e-01,7.880401798e-03,-1.337060705e-02,-7.669699844e-03,-1.856892556e-01,-4.473770387e-04,-8.801041171e-03,1.139725670e-01,4.868847504e-02,-2.047395147e-02,-1.692687124e-01,-6.240781769e-02,-2.242031693e-02,-5.618624389e-03,4.319794849e-02,3.228057921e-02,8.383139968e-03,9.763431549e-02,-5.913243070e-02,3.503118828e-02,-1.259230375e-01,-1.674376777e-03,5.617891438e-03,-5.345916003e-02,5.370335188e-03,9.768652916e-02,-5.449237302e-02,1.312846504e-02,-1.510209441e-01,7.653928548e-02,3.130585188e-03,-7.050055265e-02,3.990471363e-02,-3.740309551e-02,4.481629282e-02,2.662770450e-02,-1.607812643e-01,-1.513248542e-03,3.690844774e-02,-1.204108894e-01,-1.230745926e-03,1.118276175e-02,1.430110335e-01,2.875159122e-02,6.738883257e-02,-3.505496308e-02,-2.224794403e-02,3.352893144e-02,4.536604974e-03,6.287184358e-02,4.677310586e-02,-4.235405847e-02,-1.372082233e-01,4.635367077e-05,-4.219308123e-02,9.426954389e-02,-5.555461720e-02,-5.052483827e-02,-1.336799711e-01,-5.855904892e-02,-5.225845426e-02,-1.637918130e-02,-5.911847576e-02,-1.800213754e-02,-7.362748682e-02,-3.716783598e-02,-6.673455238e-02,4.482117016e-03,-1.611805260e-01,-3.060818708e-04,2.076391876e-02,3.248133510e-02,4.421421885e-02,2.482430637e-02,-2.642861903e-01,-1.050761789e-01,-1.000184119e-01,1.483814698e-02,3.761518747e-02,5.248884857e-02,-6.512241066e-02,1.863766089e-02,-1.160028726e-01,-2.019641921e-02,3.206543028e-01,-1.065047691e-03,-1.689283252e-01,1.151894405e-02,2.060024533e-03,-3.193926066e-02,1.051970944e-02,5.945601314e-02,-5.438846350e-02,4.394387081e-02,1.199551951e-02,-3.920280933e-02,-8.939884603e-02,-1.035623252e-01,-3.036085516e-02,1.681255526e-03,3.141929209e-01,1.121557507e-04,-1.987987943e-02,-1.523113549e-01,-4.230185598e-02,4.775728285e-02,1.479628682e-02,1.024294719e-01,-1.080220416e-01,-6.137488782e-02,-2.636777237e-02,5.862219632e-02,-1.188489422e-01,-3.877139837e-02,-5.220760405e-02,-3.859697655e-02,-1.890392452e-01,-1.762159518e-03,-1.438465565e-01,1.896350235e-01,-4.548090696e-02,-6.857084483e-02,-8.841675520e-02,-1.065278947e-01,2.511780709e-03,1.484124176e-02,-7.849179953e-02,-6.733915210e-02,-1.139119714e-01,-7.445425540e-02,-1.722933142e-03,1.590338349e-02,-7.131362706e-02,-1.687196433e-03,-3.163107112e-02,-7.003774494e-02,7.640138268e-02,9.985630959e-02,-6.191609800e-02,-9.493298084e-02,9.085436910e-02,4.525766522e-02,7.350342721e-02,3.977786377e-02,2.285101265e-01,2.214126140e-01,-4.589071963e-03,-6.214006804e-03,-1.940130144e-01,-3.754010249e-04,3.864336386e-02,4.866580665e-02,7.467886899e-04,-1.239130348e-01,-1.052854806e-01,2.319150791e-02,-1.251474172e-01,9.290325455e-03,1.554968185e-03,2.686958201e-02,2.750900686e-01,1.509960294e-01,-4.995424300e-02,-1.729713869e-03,-8.852439001e-03,-1.042337506e-03,5.902983993e-02,-3.124165908e-02,-2.736243233e-02,-8.796234429e-02,5.617694184e-02,4.044331238e-02,-9.332699329e-02,-3.698595613e-02,5.563561246e-02,-3.235591203e-02,-1.515825689e-01,-7.698822767e-02,2.150636865e-03,-1.671308093e-02,-1.770801395e-01,2.031084878e-04,-5.868231133e-02,1.381039172e-01,-5.976710841e-02,8.581317216e-02,-1.077656522e-01,-1.922634244e-02,-1.444705725e-01,1.832133532e-02,-6.929406524e-02,9.797330014e-03,-8.519281447e-02,-1.400345266e-01,6.576924771e-02,-9.574057534e-03,-1.787701249e-01,-1.076605520e-03,-4.314874485e-02,-4.012291506e-02,7.789057493e-02,3.786787018e-02,-1.132856756e-01,-6.279250979e-02,-7.786174864e-02,-6.180101540e-03,4.007183015e-02,-1.217173226e-02,-1.316935569e-01,6.851965934e-02,-1.072960272e-01,-4.226481076e-03,2.255804539e-01,-1.066564364e-04,-1.084890217e-01,-5.079007149e-02,7.267409237e-04,-7.923448086e-02,-7.707253844e-02,-3.328264877e-02,1.812729686e-01,3.702018410e-02,-5.518582091e-02,3.771916497e-03,2.441596389e-01,-1.298874915e-01,-1.906446368e-01,-7.906159386e-03,-5.824626610e-02,8.499476244e-04,1.638793200e-02,6.869743764e-02,-3.402521089e-02,-5.295784771e-02,-2.516258359e-01,-6.684000604e-03,2.820854783e-01,-2.607452217e-03,-3.013935685e-02,4.567394033e-02,-1.669809967e-01,3.026822507e-01,4.139605165e-02,-3.851876408e-02,-1.174377501e-01,5.423714538e-05,-7.282246649e-02,-3.411606885e-03,-5.983304977e-02,7.522942126e-02,-2.122208625e-01,-3.528664634e-02,-3.148847222e-01,5.955290422e-02,-1.413063426e-02,1.611664705e-02,-2.327474058e-01,-1.103305258e-02,9.372738004e-02,2.725703176e-03,9.979823604e-03,6.601373316e-04,-2.181149460e-02,-1.687630564e-01,8.405883610e-02,1.618874632e-02,-3.231208920e-01,-9.159411490e-02,3.336656094e-02,1.049914863e-02,3.929726779e-02,-7.284732163e-02,6.081927568e-02,-1.538061351e-01,-3.131055832e-02,1.496282779e-02,2.604105882e-02,-1.060543698e-03,-7.625067979e-02,1.177341193e-01,-2.219322603e-03,-8.611519635e-02,5.468338132e-01,5.976288766e-02,-1.376533955e-01,-5.571211129e-02,-2.207696252e-02,-3.846134758e-03,-6.788571179e-02,7.866074145e-02,-1.006710306e-01,-4.959190264e-03,-4.302436858e-02,-1.977182692e-03,-8.986818790e-02,4.391565919e-02,-1.818921790e-02,-3.076673672e-02,6.269394755e-01,4.472678155e-02,1.105746180e-01,6.336385012e-02,-3.895412385e-02,4.701916501e-02,-1.197188944e-01,-4.140267894e-02,-7.196804881e-02,-3.011842258e-02,-3.839197010e-02,-1.131101861e-03,-6.089979038e-02,1.157111004e-01,-5.885169283e-02,1.320683062e-01,-3.306213319e-01,-5.641852692e-02,-2.248405516e-01,-5.131641869e-03,-4.489298537e-02,1.983194426e-02,7.575700991e-03,8.084281534e-02,1.079228371e-01,3.073096275e-02,2.145531587e-02,7.586713764e-05,3.447671980e-02,-1.827356070e-01,6.479422003e-02,-2.417496778e-02,-2.870587409e-01,-7.921610028e-02,-9.514825791e-02,3.555473685e-02,3.708421811e-02,-7.085403055e-02,8.475634456e-02,-1.108736172e-01,-2.546975948e-02,-2.502672374e-02,-8.275689185e-02,8.264120552e-04,-3.451465815e-02,3.672090545e-02,2.506979741e-03,-1.243452281e-01,-2.525870204e-01,1.695499197e-02,7.261709869e-02,-8.262526989e-02,1.680548862e-02,1.534207165e-01,-1.807668060e-01,1.015345603e-01,-7.898315787e-02,-2.884053066e-02,-5.073379725e-02,-9.851104114e-04,-1.743507236e-01,5.122871324e-02,-3.384891897e-02,-4.771820828e-02,4.845106602e-01,-2.287769504e-02,-1.429165527e-02,1.395864971e-02,-5.328562111e-02,-4.991596099e-03,-1.474148408e-02,2.955468185e-02,-7.304121554e-02,-4.251680151e-02,-5.125812721e-03,4.127281427e-04,-1.903065145e-01,-2.025534064e-01,-5.556920543e-02,-4.681497440e-02,-3.930844069e-01,-3.128670156e-02,-1.475046724e-01,5.873754248e-02,-9.369357675e-02,-6.586872041e-02,1.073100939e-01,4.610207304e-02,3.031667881e-02,-2.359933220e-02,-1.490559131e-01,-2.292620047e-04,-1.620170921e-01,-3.027227521e-01,5.161762238e-02,-3.372113919e-03,-4.286375642e-01,-5.468076468e-02,7.222630084e-02,-1.875869930e-02,-2.298904583e-02,-9.014043212e-02,-4.405274056e-03,-1.723032445e-01,3.066187352e-02,6.589987129e-02,6.425065547e-02,-9.097513976e-04,3.720941544e-01,4.674173892e-01,2.788200416e-02,4.839189723e-02,9.398003668e-02,3.549960256e-02,-5.018014088e-02,-4.207342863e-02,1.402320117e-01,4.723165184e-02,-1.929667294e-01,1.574400663e-01,1.940945908e-02,7.098884135e-02,3.029491007e-02,-3.252801835e-04,3.437601328e-01,-2.498847544e-01,-1.589616202e-02,-4.123456031e-02,-2.772278488e-01,2.110649087e-02,-1.595724523e-01,9.712303430e-02,1.196277589e-01,-3.620355204e-02,1.676586084e-02,-8.658538759e-02,-1.221053973e-01,-5.677804351e-02,-1.876776367e-01,8.371085278e-04,-1.589986235e-01,5.424176455e-01,-4.892166331e-02,-5.264173448e-02,-3.935792297e-02,-1.756895520e-02,5.442176759e-02,7.658442855e-02,-9.677122533e-02,2.382009290e-02,2.455784678e-01,-7.190462202e-03,-5.299173761e-03,-1.610267162e-02,6.870213896e-02,-1.147210132e-03,-1.392981857e-01,-1.064030826e-01,5.913748592e-02,-1.018313970e-02,-2.272428721e-01,2.285511792e-02,1.137041487e-02,-2.267029323e-02,-6.204890553e-03,-4.020231590e-02,-1.627887934e-01,-5.697896704e-02,2.060643770e-02,-2.418113872e-02,-5.420971289e-02,-1.270829001e-03,-2.008986324e-01,-1.720995903e-01,-2.491100924e-03,5.451026186e-02,3.035556376e-01,-1.016198993e-01,-4.267963022e-02,-1.414632052e-01,-4.878164083e-02,6.197830290e-02,-2.034500986e-01,1.674260050e-01,-1.489297897e-01,4.705534130e-02,-3.520947881e-03,-7.698755362e-04,2.581058443e-01,2.496369034e-01,-1.620052010e-02,-1.967955567e-02,4.334208071e-01,-1.079935879e-01,-2.391605973e-01,1.771267503e-01,8.712342381e-02,-7.024978101e-02,1.456414312e-01,-1.290863603e-01,5.843169056e-04,-5.853911862e-02,-1.000830904e-02,-7.794082048e-04,-2.534283996e-01,-7.906004041e-02,-5.626850948e-02,-8.141022921e-02,-4.017943144e-01,-2.900306880e-02,3.981212154e-02,2.374340035e-02,-8.440270275e-02,-6.979533285e-02,1.710692644e-01,-5.646433309e-02,1.904456764e-01,-4.967588186e-02,-1.328993738e-01,-7.169226883e-04,-2.813710570e-01,-1.352517605e-01,7.422427088e-02,7.777854055e-02,-3.949795365e-01,-1.086098999e-01,1.628181338e-01,-3.669256344e-02,-5.348165706e-02,7.363439351e-02,-2.081676126e-01,2.316107415e-02,-1.336386353e-01,3.286139295e-02,3.619141877e-03,-1.721705485e-04,1.221010983e-01,-2.183917351e-02,-1.217813883e-02,-2.335353009e-02,1.227474436e-01,1.709289998e-01,-1.007251740e-01,-1.524954289e-01,2.380656078e-02,-7.520088553e-02,-8.921898901e-02,8.133982122e-02,-2.358589917e-01,-2.552621253e-02,5.053523555e-02,-1.923527743e-04,-1.860169619e-01,2.549347878e-01,-5.460977554e-03,-1.135640964e-01,2.831449807e-01,2.589387000e-01,-2.701954544e-01,1.088278070e-01,-3.468904272e-02,1.674226224e-01,5.240032077e-02,3.534935822e-04,4.615119472e-02,-2.758525498e-02,-7.390654832e-02,7.980610826e-04,-1.932812035e-01,-7.119192928e-02,-5.485703796e-02,5.270607024e-02,-3.280346990e-01,-1.332892776e-01,1.308988035e-01,-9.273028374e-02,-5.134054273e-02,-3.328567836e-03,4.485420883e-03,-1.339646149e-02,1.596010327e-01,1.506613009e-02,-3.649150208e-02,4.999071243e-04,-1.134077907e-01,-1.772023886e-01,4.542824626e-02,6.398539245e-02,-4.510985315e-01,-9.493274987e-02,2.720003128e-01,-5.228560418e-02,4.783931747e-02,-9.872509539e-02,-6.100385264e-02,-6.262410432e-02,-5.589016899e-02,8.158691227e-03,-8.341297507e-02,6.933636614e-04,3.373849690e-01,1.102766767e-02,3.034255933e-03,-4.724098369e-02,2.511459589e-01,-1.032044366e-01,-2.708250284e-01,4.348767549e-02,9.612582624e-03,8.493859321e-02,-1.470012814e-01,1.066692546e-01,-2.386249155e-01,-4.564454034e-02,2.426112629e-02,-3.001796722e-04,1.817847043e-01,-2.357952297e-02,-2.014259808e-02,-1.023259684e-01,6.512729079e-02,1.640793532e-01,-3.056729734e-01,4.821938276e-02,-9.392099828e-02,-4.787118360e-02,4.187187925e-02,-4.856511205e-02,1.723134518e-01,-2.930784971e-02,-9.199801087e-02,1.608320645e-06,-1.560407132e-01,6.629320979e-02,-4.645475000e-02,1.243476272e-01,-2.446032763e-01,-1.175598949e-01,2.602906823e-01,-1.160805970e-01,-6.709490716e-02,-2.093571052e-02,-9.954304993e-02,5.090694129e-02,1.698904335e-01,4.639685154e-02,6.046198308e-03,4.854392901e-04,5.064780265e-02,1.963744611e-01,4.246213660e-02,2.314466424e-02,-2.072212696e-01,-1.667082757e-01,1.906330138e-01,-1.313443780e-01,6.184841692e-02,-2.427442931e-02,1.127903312e-01,-1.008548662e-01,-1.938299984e-01,1.113744802e-03,-8.270587027e-02,-3.260548110e-04,-2.336297631e-01,-2.221627980e-01,1.313243061e-02,-9.438619018e-02,1.424244046e-01,4.472439364e-02,-2.799550891e-01,2.094218731e-01,7.245167345e-02,6.859835237e-02,-1.063078642e-01,1.858728230e-01,-2.957499921e-01,-1.424811594e-02,-1.020098254e-01,7.383507327e-04,8.132421970e-02,2.441518307e-01,-8.705680259e-03,-1.485910267e-01,5.658528209e-02,2.144268155e-02,-4.954829812e-01,-7.013354450e-02,-1.875237562e-03,-4.250169173e-02,-4.576575384e-02,-7.438164204e-02,1.597837657e-01,-1.775784045e-02,-1.904060841e-01,-1.269575092e-03,-1.749633402e-01,-1.307584643e-01,-3.770987317e-02,3.251646832e-02,-1.277944893e-01,-3.673357144e-02,2.098325342e-01,2.815643847e-01,-6.380511075e-02,-4.034798220e-02,1.612443179e-01,-6.378889829e-02,1.709174365e-01,4.703430459e-02,2.652235143e-02,-2.779796487e-04,-1.173136532e-01,-6.341226399e-03,4.801681638e-02,4.472084809e-03,-1.665841341e-01,9.047120810e-03,2.284323722e-01,-9.061329067e-02,9.059197456e-02,1.038937364e-02,-1.041563675e-01,-3.990236670e-02,-1.237127259e-01,-4.387770221e-02,1.252780259e-01,1.917654154e-04,5.837361515e-02,-9.292893112e-02,-8.943050168e-03,6.467828900e-02,-4.189185798e-03,-6.801702827e-02,-8.095055819e-02,-1.109894216e-01,-5.580855533e-02 +thresholds = -2.609932423e-02,-3.729232550e-01,2.482591569e-02,-3.549347222e-01,-1.191846505e-01,-5.634696484e-01,-5.200728308e-03,-6.180525422e-01,6.142724305e-02,-4.366962984e-02,-1.906470060e-01,-9.693413377e-01,-2.997387946e-01,-5.511393547e-01,4.159120098e-02,-1.133337021e-01 +weights1 = -4.147894308e-02,-9.529915523e-09,-1.056815684e-02,6.506602746e-03,-1.753759198e-02,-5.070813000e-02,4.622269794e-02,-1.927137561e-02,-5.446529016e-02,-7.612726092e-02,-1.799108982e-01,1.789073832e-02,-6.761273742e-02,-1.193343848e-01,-8.094293624e-02,-7.266157454e-09,2.392477822e-03,-1.580970287e-01,-1.028651819e-01,2.128854476e-06,1.451057141e-08,-1.665233821e-02,-5.824627727e-02,-6.636387110e-02,-1.368707418e-01,-4.190763831e-02,-9.441474080e-02,-7.021336257e-02,-3.595289215e-02,7.014314085e-02,8.360707015e-02,-7.792217284e-02,2.894803695e-02,1.291856635e-02,-1.855429262e-02,-2.079718374e-02,-8.814343810e-02,2.251035912e-04,-5.794362724e-02,1.895435271e-04,-1.081314608e-01,-1.737937517e-02,9.709941596e-02,1.415539533e-01,1.049016714e-01,1.784798689e-03,-8.254716545e-02,1.287609930e-08,-3.010136075e-02,1.734719379e-03,4.456763621e-03,1.218246948e-02,1.958364493e-08,1.714535616e-02,3.109962272e-04,1.925048884e-03,-1.124794316e-02,8.555349708e-02,2.873475198e-03,-6.893873680e-03,-2.872879431e-02,1.501779817e-02,-3.646585901e-05,7.133884355e-04,3.903931379e-02,2.287770249e-02,-2.536065876e-02,-4.076045007e-02,1.407735944e-01,2.319722623e-01,-7.808003575e-02,7.314605266e-02,2.253645472e-02,1.629383862e-01,1.576990932e-01,-2.703548409e-02,-3.460947052e-02,1.679132879e-01,4.173468333e-03,-1.330566884e-04,-7.846484333e-02,1.622189432e-01,-2.641475876e-04,9.937264025e-03,4.265708104e-02,1.608169377e-01,1.328284889e-01,1.154077649e-01,1.484019756e-01,1.462021284e-02,1.881343573e-01,1.351120025e-01,-4.710653424e-02,9.020653367e-02,-8.149067312e-02,1.037891731e-01,1.743548177e-02,-2.353121899e-02,6.212159246e-02,1.138765514e-01,-3.964625299e-03,7.972525782e-04,-7.272362709e-03,3.312863919e-05,-1.249217615e-02,1.818926648e-05,3.732623532e-02,4.172987733e-09,-1.040409916e-05,9.863093495e-03,-3.097605333e-02,-5.470859259e-02,-4.910301790e-02,1.064961543e-03,3.085048869e-02,-1.435020547e-09,-4.848667304e-04,-2.744808808e-05,3.991717100e-02,1.006123275e-04,2.148964070e-02,1.929849572e-02,3.890904039e-02,2.094863728e-02,-3.344025463e-03,2.713814378e-02,-7.824899629e-03,3.281227127e-02,-4.508180171e-02,-5.200726539e-02,-2.510092578e-09,2.225131541e-02,-5.898217857e-02,-1.395769715e-01,-1.616296252e-08,-5.571982637e-02,2.500680834e-02,4.376935307e-03,-9.100374579e-02,-4.149278253e-02,2.755109966e-02,-1.114360616e-01,-1.601523161e-01,-4.187059402e-02,1.524144411e-01,-1.208392456e-01,3.028103102e-09,5.510976538e-02,-2.869448625e-02,-1.857055724e-01,-1.978581548e-01,-7.412444800e-02,-2.783729434e-01,-6.018971180e-05,-2.177746892e-01,-1.797182709e-01,-1.240618378e-01,-1.258258987e-02,-2.693770640e-02,-1.396114081e-01,-2.556096588e-04,-1.392199565e-02,7.248140872e-02,-2.396202879e-03,5.063204095e-02,-1.488463767e-02,-1.726038568e-02,8.719682693e-02,3.148219548e-05,8.845669217e-03,4.360786639e-03,-5.175365135e-03,-6.278467923e-02,2.346338704e-02,3.698204877e-03,5.437140912e-02,-1.075973958e-01,1.408146229e-03,-4.855354317e-03,5.917596582e-07,9.791485844e-09,4.117355123e-02,-9.504661709e-02,1.676571742e-02,-1.447456982e-02,-3.809615225e-02,3.239587694e-02,6.337162107e-02,7.048753581e-09,7.248043269e-02,-4.560469463e-02,1.294071693e-02,1.284761727e-01,3.165891021e-02,2.702660859e-02,-1.907149889e-02,5.456573516e-02,1.050770953e-01,1.009913012e-01,1.224599108e-01,-3.396898136e-02,9.281067550e-02,1.436353773e-01,-2.754254922e-07,6.515456364e-03,1.931934506e-01,-8.790692687e-02,-7.936561853e-02,-1.093078628e-01,1.118893027e-01,2.263650857e-02,-7.095574588e-02,-7.643016428e-02,1.716345400e-01,1.785715967e-01,2.073394060e-01,2.509226799e-01,4.059608909e-05,2.303624600e-01,2.393117398e-01,-5.322258919e-02,3.712694719e-02,-8.648491465e-03,1.069955081e-01,1.193614081e-01,1.251516579e-08,-1.431799923e-08,8.862818033e-02,1.156060025e-01,1.238394034e-04,-1.939905621e-02,-8.509484679e-02,-7.206019014e-02,1.801931416e-03,2.450278215e-02,-1.126947780e-08,3.560904041e-02,1.316538313e-03,9.739844827e-04,-3.633799963e-03,2.789681219e-02,2.940367674e-03,1.000234112e-02,8.208225667e-02,6.617179693e-09,-2.215932909e-04,-1.900461257e-06,-6.013765186e-02,1.213098243e-01,-4.875920713e-02,4.828958190e-04,6.247767061e-02,5.377092957e-02,-5.071452633e-02,-1.914345194e-05,5.446362193e-04,7.309454679e-02,-5.782362074e-02,7.271090895e-02,-5.634582136e-03,-1.360846031e-02,-4.535203800e-02,8.329194223e-09,1.637083665e-02,-8.433356015e-06,2.902810276e-02,3.006117046e-02,-3.470829129e-02,8.529393934e-03,-8.147797547e-03,-7.688060403e-02,3.032732010e-02,-1.615064964e-02,5.373483896e-02,-5.793279634e-09,-1.373349523e-08,-2.058841847e-02,5.488090217e-02,1.726529747e-02,5.156112090e-02,7.868999243e-02,3.446265964e-06,3.070103377e-02,9.428734332e-02,-1.701287180e-02,2.978887409e-02,-1.838938624e-04,4.965818301e-02,2.152095294e-05,-2.642046101e-02,5.398510024e-02,-7.873672825e-10,-3.727360815e-02,-2.876025519e-06,1.089858357e-03,1.205134913e-01,2.915067784e-02,-1.118951663e-01,-3.132063569e-07,-4.218181223e-02,5.295393988e-02,-6.749148724e-07,4.178987443e-02,6.960207410e-11,2.011772970e-08,5.315223336e-02,-1.754090384e-08,-6.455356628e-02,2.026576363e-02,7.359556109e-02,6.916917115e-02,-1.823315397e-02,-1.914202130e-06,3.357062489e-02,2.563357912e-02,1.233477815e-05,1.618112624e-02,-5.844142288e-03,-1.277777795e-08,-1.501754625e-03,-8.013320155e-03,-5.185964724e-08,2.861393150e-03,-1.401209738e-02,1.423224509e-01,1.126306653e-01,4.932644963e-02,-2.350100875e-02,3.785599547e-04,1.346689463e-01,1.895657182e-01,-8.578259667e-07,-1.021961309e-02,1.371187717e-01,5.253816023e-02,-3.743407130e-02,2.682925202e-02,1.696363091e-01,9.319167584e-03,-1.490912291e-05,-7.868705687e-09,2.664158344e-01,2.425399572e-01,1.395614594e-01,2.734640837e-01,4.257678986e-02,2.907716632e-01,1.079517454e-01,8.062017150e-03,5.133017153e-02,-7.226427551e-03,4.650946707e-02,1.143486679e-05,3.411119387e-09,4.106446356e-02,5.782916332e-07,-1.309696585e-02,-2.488883911e-04,-3.367213175e-09,-1.531024724e-01,-1.040839031e-02,-4.338827182e-07,-2.081350796e-02,1.303740591e-02,-1.157673821e-02,-2.804845280e-04,-1.953508672e-06,7.662154734e-02,4.293539375e-02,-1.618817635e-02,-2.778172493e-02,-2.367881358e-08,-1.607154869e-02,-1.300407946e-01,-1.545038249e-04,3.605026379e-02,-3.071513213e-02,5.837302282e-02,-1.846482977e-02,-4.398894089e-05,-6.024676561e-02,2.200775221e-02,8.939870213e-07,1.990552805e-02,5.369222164e-02,-2.520994097e-02,9.214687161e-03,3.221290559e-02,-7.124941051e-02,-7.159435190e-03,1.385936588e-01,-8.668693900e-02,-3.839034960e-02,7.590322196e-02,-4.467014596e-02,1.098596680e-08,8.362966776e-02,-4.367774352e-02,6.857270002e-02,-2.442200220e-09,-5.888619646e-02,1.906067319e-02,-1.876674592e-02,-4.779575020e-02,6.567108635e-09,2.610370517e-03,1.617561728e-01,-3.503227606e-02,5.612432212e-02,-1.265191473e-02,-4.456951046e-06,3.844118863e-02,-5.284474231e-03,1.905770119e-08,-5.331567302e-02,-1.353320293e-02,-4.601914436e-02,6.492980756e-04,-3.330671415e-02,6.210410502e-03,2.947758418e-03,2.272145078e-02,-4.631521555e-10,-1.850103182e-08,1.194669399e-02,5.328433216e-02,-9.126816690e-02,1.801110059e-02,1.434101904e-08,-1.234281436e-02,-1.431967877e-02,-1.305983766e-09,-1.049550757e-08,-1.964024082e-02,9.714145958e-02,-5.353370681e-02,-1.053827159e-08,2.337477729e-02,-1.100121513e-01,1.263063848e-01,5.917958170e-02,8.185996860e-02,1.174368411e-01,1.424856633e-01,1.702119334e-08,-1.062136512e-08,1.891964301e-02,-3.384894878e-02,1.052948758e-01,9.524630383e-03,-8.693766594e-02,-6.842066534e-03,1.299806982e-01,1.325847656e-01,-1.012987550e-02,3.832750395e-02,5.120357964e-04,1.329540014e-01,1.785297543e-01,-1.289378471e-08,-4.880441353e-02,1.938176304e-01,3.077880107e-02,-8.571158350e-02,-5.994113535e-02,1.880345196e-01,5.410455195e-09,-1.016458009e-05,-1.627693884e-02,1.957419664e-01,2.078101635e-01,1.472789496e-01,2.618236542e-01,-2.825899981e-02,2.833144963e-01,1.139745936e-01,2.142882295e-04,6.674739718e-02,7.529266179e-02,1.040940285e-01,-6.591134934e-06,-6.883268058e-02,1.106054182e-08,-8.794870228e-02,-3.777750582e-02,-4.561221972e-02,-1.865859516e-02,2.457414195e-02,1.992387138e-02,-4.606170952e-02,7.646321505e-02,-2.818621323e-02,4.156356681e-08,5.784025881e-03,-5.223303106e-06,6.149925902e-09,2.839110280e-09,3.966154531e-02,-1.187276021e-01,-1.677571423e-02,-5.468536541e-02,9.065429121e-02,7.589312643e-02,7.774969935e-02,2.404773422e-02,-1.957489815e-08,-4.281616211e-02,6.257471978e-05,6.900959462e-02,2.661455655e-03,5.089621246e-02,2.448395267e-02,-1.115332842e-01,-1.647384139e-03,-1.904459484e-02,6.573295593e-02,-1.909902990e-01,-1.981385946e-01,-5.254438147e-02,-8.878236264e-02,-2.620175481e-03,-8.976153284e-02,-2.384929061e-01,1.223434265e-05,8.650315553e-02,-1.182179227e-01,3.552693129e-02,-1.387583613e-01,1.818950288e-02,-3.341183811e-02,-2.653973177e-02,-1.792842522e-05,-4.728399894e-09,-2.888340652e-01,-2.731264830e-01,-1.735130250e-01,-3.795081675e-01,-1.143977046e-02,-2.791521251e-01,-1.828110367e-01,-5.086351931e-02,-4.136947170e-02,6.209262088e-02,-9.817982465e-02,-5.115380511e-02,-1.812469286e-09,1.319384873e-01,1.832051901e-03,1.894915663e-02,4.131399840e-02,-2.834880166e-02,7.286383212e-02,3.955808468e-03,2.132123895e-02,8.873770945e-03,5.958906934e-02,1.497658232e-04,1.650023609e-01,2.843750641e-03,7.255602628e-02,1.159935147e-01,3.339361772e-02,1.318912953e-01,3.958088160e-02,9.472560138e-03,3.688122332e-02,-1.670768112e-02,1.083637103e-01,4.340815917e-02,1.232527290e-02,4.431315884e-02,3.435290605e-02,-8.607217111e-03,1.481888001e-03,-3.784013446e-03,8.777686395e-03,1.756733358e-01,-7.907930017e-02,-7.971960120e-03,-2.573852427e-02,8.068263531e-02,4.044274613e-02,-8.646970242e-02,5.743136629e-02,-6.865657866e-02,6.268958002e-02,-9.748326987e-02,7.391047774e-09,-9.189399332e-02,-3.028449789e-02,-1.753049553e-03,3.205650672e-02,8.758724481e-02,4.430815950e-02,-6.105159968e-02,-1.163256019e-01,-7.083775103e-02,-1.363085061e-01,-1.213061959e-01,1.445382535e-01,-6.137380376e-02,-5.157971382e-02,-4.629068822e-02,-7.191506028e-02,2.851599082e-02,2.732736617e-02,1.620575041e-02,-4.455576092e-02,1.068096515e-02,9.282147139e-02,1.700178161e-02,-1.713473909e-02,1.405794080e-02,2.196073532e-02,-7.276755571e-02,1.133329198e-01,2.477883920e-02,7.550844550e-02,6.136145443e-02,-1.191233993e-01,7.186546922e-02,2.436971292e-03,-1.297366172e-01,-3.105150803e-09,-2.051267773e-02,3.242586553e-02,-1.311509684e-02,-8.465752006e-02,-4.130078852e-02,5.554299429e-02,6.351762265e-02,7.898507267e-02,-6.315758452e-03,-1.328029037e-01,-1.865626546e-03,2.141936570e-01,-7.972092181e-02,-7.597612590e-02,-2.233849373e-03,7.771146297e-02,7.314801216e-02,9.022520508e-09,1.352066903e-08,-1.920253411e-02,2.094993251e-04,6.606128812e-02,-3.731043264e-02,1.165535972e-01,2.861316130e-02,6.342342496e-02,1.556603909e-01,-1.962174423e-08,-6.239085458e-03,1.622823924e-01,4.347107559e-02,1.080316814e-08,-2.670354955e-02,8.598650992e-02,-5.478796363e-02,-2.417897806e-02,1.290457075e-08,1.601446420e-01,1.927503794e-01,3.805690631e-02,9.716644138e-02,-2.634071372e-02,9.720884264e-02,6.994454563e-02,-1.129250322e-02,2.816633880e-02,-8.113251068e-03,1.241387352e-01,2.327571019e-05,-7.424722612e-02,3.277910501e-02,1.663051173e-02,-2.936503664e-02,5.419063382e-05,-6.696152077e-09,1.447688136e-02,3.865874559e-02,3.768162802e-02,1.115978956e-01,6.908456236e-02,1.994452626e-02,-4.743525758e-02,-3.751924634e-02,3.294781316e-03,-4.714274779e-02,1.133373880e-04,-6.466970071e-09,1.030103415e-01,1.582189846e-08,1.826996449e-04,7.859940827e-02,-5.259211734e-02,5.351396650e-02,2.614221070e-03,2.273778955e-04,-2.707500756e-02,-5.968911946e-02,4.945801629e-05,-1.564859529e-03,4.628588632e-02,6.338055432e-02,3.788623246e-07,-1.163115632e-02,-8.613999933e-02,1.699312627e-01,1.661770195e-01,-6.955791265e-02,8.386643976e-02,1.140383724e-02,1.033044457e-01,2.716681063e-01,-4.949123422e-07,-1.456987858e-01,3.266528249e-01,7.677300274e-02,-1.514864501e-08,-9.971974045e-02,1.041118726e-01,-2.618435398e-02,1.343719196e-02,2.328339964e-02,4.114078581e-01,4.155732691e-01,1.671871394e-01,3.611205220e-01,-1.326570491e-04,3.394005299e-01,2.212468982e-01,-5.710068624e-03,1.030984819e-01,-7.108592242e-02,1.995764673e-01,-1.727794670e-02,-9.456197917e-02,-3.296670318e-02,-1.064159460e-05,2.638975717e-02,3.814674541e-02,-5.686581135e-02,-1.468313951e-02,-5.874543265e-02,4.965618998e-02,3.555107862e-02,-2.607879043e-02,2.812452987e-02,1.001378056e-02,2.536357215e-06,5.813660473e-02,3.461493861e-06,4.218108952e-02,5.375278648e-03,3.559320838e-09,1.063060388e-01,5.224917829e-02,6.449451298e-02,1.236167154e-04,2.991627157e-02,1.845060661e-02,1.051496193e-01,-2.871113271e-02,-2.075767610e-03,1.615174930e-03,-1.667709276e-02,9.111673385e-02,1.258702576e-02,6.006330252e-02,1.550428053e-08,-1.022356227e-01,-3.467385843e-02,9.227272868e-02,-3.983988613e-02,3.292334266e-03,1.573160116e-04,-1.150502358e-03,1.738251150e-01,7.777179033e-02,4.037434235e-02,1.816194803e-01,8.559456095e-03,3.381270915e-02,-8.128513396e-02,1.841573566e-01,3.615562804e-03,-3.926295787e-03,-1.182265347e-03,2.033013552e-01,1.174387932e-01,1.691575050e-01,1.102801561e-01,1.437491924e-01,1.202658936e-01,5.357217416e-02,4.373714328e-02,3.561824933e-02,4.509951919e-02,1.333269179e-01,-5.860135332e-02,5.749540403e-03,-1.276303774e-08,-1.652029902e-02,-2.106874064e-02,-1.114283732e-04,-6.512156874e-02,-1.776124537e-02,-1.433282293e-08,-7.063879818e-02,-9.013605863e-02,-3.873369181e-09,1.692616493e-01,6.353650242e-02,-3.385848179e-02,-3.998272866e-02,1.911314204e-02,3.006813861e-02,8.022725582e-02,1.686634721e-09,-6.645863503e-02,4.256813973e-02,3.705047816e-02,5.846962705e-02,1.597951166e-02,-5.909553170e-02,-1.291591581e-02,1.062112898e-01,3.028983623e-02,-3.761512693e-03,9.102590382e-03,-4.377569631e-02,8.526775986e-02,-3.535648435e-02,-4.059833474e-03,-1.240461133e-02,1.045484468e-01,1.866630167e-01,-1.365459152e-02,5.881186202e-02,1.054056268e-02,8.079157025e-02,1.586819589e-01,-1.609464549e-02,1.848124899e-02,1.318204850e-01,8.371929824e-02,-7.593728602e-02,-4.694238678e-02,9.131381661e-02,-3.516707942e-02,-1.356825978e-02,-1.009809086e-03,3.496368825e-01,3.099273443e-01,1.153572872e-01,2.720219493e-01,1.586478762e-02,2.360774130e-01,1.245148629e-01,-5.287938286e-03,5.950361490e-02,-3.739190847e-02,1.805592477e-01,5.934393033e-03,1.525541395e-02,4.862929508e-02,-4.043543231e-05,-3.845589980e-02,-7.051521912e-03,-3.429058194e-02,2.655271627e-02,3.057569131e-08,5.962368101e-02,5.545685068e-02,-9.816444479e-03,5.789231136e-02,9.049737826e-03,3.166119801e-03,4.170318313e-09,-1.375060947e-05,7.543371618e-02,-1.635695621e-02,4.281617329e-02,-3.364093892e-09,3.460954502e-02,5.501868948e-02,8.947969973e-02,3.323025629e-02,2.604701308e-07,1.271108631e-02,8.631865494e-03,7.501041051e-03,1.041867398e-02,-4.313659295e-02,-1.253026770e-03,-8.053071052e-02,3.767659393e-07,-1.228379682e-01,1.221920177e-02,-3.119009361e-02,-1.075556353e-01,-5.919437483e-02,-5.158447474e-02,-2.675966360e-03,-5.506724864e-02,-2.247437984e-01,-6.071092095e-03,-2.152001485e-02,-5.815814435e-02,8.626297116e-02,-9.778881704e-09,1.453312766e-02,-1.078095585e-01,-5.883061886e-02,-7.662168145e-02,-8.395335094e-09,-1.223559380e-01,-1.442842036e-01,-2.611024305e-02,-2.778938413e-01,6.267522927e-03,-9.772782028e-02,-1.500905603e-01,3.423367068e-02,-3.364204988e-02,5.229817238e-03,-5.254203826e-02,8.094593883e-03,1.219677329e-01,-8.645080030e-02,1.025351211e-01,-2.530875988e-02,2.373494580e-02,-6.333471835e-02,3.350578714e-03,6.619427353e-02,8.340610564e-02,4.452961031e-03,-4.965954646e-02,9.727854282e-02,3.396100923e-02,7.136913948e-03,5.229417235e-02,-7.411180437e-02,-1.122565567e-02,-4.882433452e-03,1.517304964e-02,-7.116054744e-02,2.433416247e-02,4.247319419e-03,-1.470234431e-02,-5.642820150e-02,-3.384622931e-02,-6.901176646e-03,6.622339785e-02,6.006382058e-09,8.735862793e-04,-4.006390274e-02,-4.684531316e-02,1.294708848e-01,-1.010858268e-01,5.868868902e-03,-4.510909691e-02,-3.084478527e-02,4.258728772e-02,7.318611443e-02,1.925226673e-02,9.616012449e-07,3.083111160e-02,1.776648872e-02,-3.122731671e-02,-1.570406929e-02,2.114918083e-02,2.278526127e-02,-9.905550629e-03,-2.579040080e-02,1.891883165e-01,7.790871710e-02,1.056146289e-06,-2.384233102e-02,4.553681239e-02,-8.044805378e-03,4.572176188e-02,-1.579788513e-02,3.326672959e-05,7.631093264e-02,1.970894188e-01,7.638663799e-02,6.707654893e-02,3.038970381e-02,1.369467285e-02,5.655158777e-03,5.289228261e-02,-2.288638434e-08,-4.891100107e-04,6.838531047e-02,3.132453561e-02,1.031183917e-02,5.700903758e-02,2.996245399e-02,9.793051332e-02,1.044580415e-01,-5.660802126e-02,-5.355267972e-02,9.123882651e-02,-7.075443119e-02,-1.336074062e-02,1.614467241e-02,1.026897039e-02,1.275346317e-08,1.549796558e-08,-5.832912400e-03,-1.679824316e-03,5.896651745e-02,1.827217937e-01,2.405471634e-03,1.734497990e-09,2.765385667e-03,3.019627649e-03,-5.494305515e-05,-8.299788833e-02,-3.659645881e-05,-4.575982690e-02 +biases1 = 8.319193870e-02,6.556537701e-04,-3.210168506e-05,-1.178461779e-02,-5.232647434e-02,-1.890901662e-02,1.019901993e-05,5.232573301e-02,3.261154634e-04,9.668719769e-02,-5.934480205e-02,1.925155084e-04,-2.820620500e-02,-1.069479287e-01,9.948845953e-03,0.000000000e+00,-2.592992038e-02,8.594534546e-02,6.393421700e-06,8.704503998e-04,7.885079685e-05,-2.184112817e-01,-2.580778301e-01,2.831038646e-02,-1.958662868e-01,4.641317297e-03,-7.772703469e-02,2.017163299e-02,-4.510718863e-04,8.512586355e-03,1.754682860e-03,-3.742917255e-02 +weights2 = 1.925354302e-01,2.080424223e-03,1.172452802e-09,-7.986480743e-02,2.286510766e-01,3.047093451e-01,-3.057115478e-03,1.482980996e-01,1.261640433e-02,2.095369399e-01,4.444727898e-01,1.510832459e-03,-4.545167089e-02,4.094805121e-01,5.892757326e-02,1.391815953e-03,-6.126987934e-02,3.030918837e-01,-4.117276985e-03,-3.726849100e-03,-2.379460493e-03,5.891194344e-01,5.800585747e-01,3.061211407e-01,6.317730546e-01,1.491516270e-02,5.476504564e-01,3.672207594e-01,-3.830278292e-04,1.063622162e-01,-2.674041688e-02,2.625983059e-01 +biases2 = -2.934302017e-02 diff --git a/params/D00122.001.txt b/params/D00122.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..d78f889f302538de62d0f68d6e369ebf6397a669 --- /dev/null +++ b/params/D00122.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 4.948092625e-02,-3.609581881e-06,-7.188952168e-06,-1.477063000e-01,-2.323759906e-02,-1.036729664e-01,1.142163649e-01,2.302790880e-01,-6.998754998e-06,-4.700797945e-05,-1.032958329e-01,-2.108375884e-05,-5.301203728e-01,-1.249820798e-05,1.301335096e-01,-4.462480774e-06,-1.168695241e-01,-5.411016559e-07,-3.788967433e-06,-3.960895836e-01,-1.531343162e-01,-2.918083221e-02,-2.169753909e-01,-1.908151358e-01,-2.797517709e-06,-7.064144938e-06,-1.754291952e-01,2.499163566e-05,2.367914170e-01,-2.005022907e-06,-2.407348603e-01,-5.442751899e-06,-2.403185815e-01,-2.092218165e-05,-1.546387648e-05,2.076158971e-01,-1.353064030e-01,-7.876652479e-02,-8.322744817e-02,-2.317137718e-01,-9.041117664e-06,-8.496939699e-06,-4.802332073e-02,-5.796984988e-05,5.003839135e-01,-6.559716439e-06,-3.543391228e-01,-9.890133015e-07,-1.358127892e-01,-1.903263858e-08,4.421346489e-08,9.880724549e-02,-1.064660326e-01,-1.011125278e-02,-1.013840213e-01,-9.209530801e-02,-7.206919236e-06,-3.845319952e-05,-8.708955348e-02,-1.917008194e-05,-7.254963368e-02,-9.954211464e-07,1.579598188e-01,-3.641104058e-06,5.871650949e-02,-3.055506340e-06,7.959770869e-07,-3.501282334e-01,-1.136809364e-01,6.844063848e-02,2.294798046e-01,-3.377818167e-01,-7.152358194e-06,1.668206096e-05,-2.646984160e-01,-4.638741302e-05,-5.125719309e-01,-3.011427907e-06,3.282004967e-02,-2.121796342e-06,-4.048850760e-02,-1.425023947e-05,-4.016305411e-06,-3.384498954e-01,-8.475404978e-02,-2.823854685e-01,-4.321529269e-01,-4.351467788e-01,-6.849432793e-06,-4.965850530e-05,-5.381781980e-02,-1.590879765e-05,3.909929395e-01,-3.486314881e-06,-2.203629613e-01,-3.273397851e-06,-3.064001203e-01,-4.154197086e-06,-2.188636427e-05,-2.130804509e-01,-2.548184097e-01,-1.478894055e-01,-2.223703116e-01,5.296255946e-01,-6.578402463e-06,-1.808325396e-05,-8.227849752e-02,1.529348447e-05,2.037620693e-01,-7.807643669e-06,5.278925970e-02,-6.640061201e-06,-1.553498060e-01,-4.222778898e-06,-1.428624472e-07,6.642845273e-01,3.510694951e-02,1.400995255e-01,1.376696676e-01,-4.104137793e-02,-7.920810276e-06,-5.027774023e-05,-1.304609142e-02,-2.418048280e-05,5.231999233e-02,-1.005642480e-05,-1.722236425e-01,-4.456128863e-06,-8.801461756e-02,-5.605132628e-06,-4.113638170e-06,4.555025101e-01,6.589601189e-02,-2.720192671e-01,1.071871221e-01,-4.907429218e-01,-6.243617463e-06,-4.245728633e-05,-3.102243245e-01,-2.600417429e-05,3.440242633e-02,-3.822815415e-06,-4.301980436e-01,-3.562586699e-06,-6.050736830e-02,-1.644915028e-05,-2.205836972e-05,-3.661083877e-01,-3.766790330e-01,8.277411014e-02,-2.378726900e-01,-1.370203197e-01,-7.230514711e-06,-1.594665628e-05,-8.041816950e-02,1.580806384e-05,4.012310207e-01,-6.172012490e-06,-1.290220469e-01,9.893965114e-08,6.130681932e-02,-1.363876549e-06,-8.490183063e-06,-1.368072629e-01,-3.399830461e-01,-9.229010344e-02,-2.275698036e-01,-2.707372904e-01,-5.296074960e-06,-5.044547652e-05,-1.014299393e-01,-2.094485353e-05,1.080222707e-02,-1.251155390e-05,-9.921567515e-03,-6.558922905e-06,-3.563059866e-01,-1.137491267e-06,9.784362192e-06,-1.899631023e-01,2.326210290e-01,5.980040506e-02,7.088509947e-02,6.141465902e-01,-9.023350685e-06,6.312840014e-06,7.823693007e-02,-4.125327541e-05,-3.119342327e-01,-1.298438974e-06,2.621623874e-01,-3.429668368e-06,9.276845306e-02,-1.738365768e-06,-1.426744984e-05,-2.585635185e-01,3.994463757e-02,7.955206931e-02,1.155377999e-01,6.776846647e-01,-2.019731710e-06,-4.607403389e-05,1.546799988e-01,-1.574847192e-05,-1.502133906e-01,-6.963831311e-06,2.359815836e-01,-2.696296633e-06,-1.430882961e-01,-2.328079972e-05,4.154934231e-06,-8.524482697e-02,1.169808768e-02,-2.166842520e-01,-3.254242837e-01,-4.480133355e-01,-6.223313903e-06,-4.331343735e-05,-1.740445644e-01,-7.286004802e-06,1.403118670e-01,-1.596473794e-06,-3.847272396e-01,-3.017339850e-06,-1.874862760e-01,-8.220345649e-07,-3.621497399e-06,3.469428122e-01,-2.010340691e-01,2.894280478e-02,1.766627878e-01,-2.671404779e-01,-8.768993212e-06,3.415848551e-05,-4.335986972e-01,-1.978466389e-05,-1.369576007e-01,-2.929512220e-06,-1.059927270e-01,-4.950269613e-06,-2.057131976e-01,2.500501921e-07,-1.043289831e-05,-2.405068427e-01,-2.687534094e-01,-1.135471016e-01,-2.541475594e-01,-2.468839437e-01,-1.025037727e-05,-4.477443144e-05,3.912556916e-02,-2.932011557e-05,2.813629806e-01,-1.380841786e-05,-5.223479867e-02,-3.049218321e-06,1.696991324e-01,-1.648865464e-06,2.283661161e-06,-1.651533395e-01,-1.254684031e-01,-1.714435071e-01,-1.435698420e-01,-1.101046726e-01,-1.019460615e-05,-4.969859219e-05,1.333586574e-01,-4.857048043e-05,2.844974026e-02,-2.208348178e-06,-4.506195188e-01,-3.763604582e-06,-3.471408486e-01,-6.364487490e-06,-1.030484509e-05,5.160709471e-02,-3.519620001e-02,-3.500600755e-01,-3.431243002e-01,-2.180275768e-01,-5.979652087e-06,-2.677865632e-05,-2.574573457e-01,7.398712114e-06,-5.197454616e-02,-3.503386552e-06,-3.020904958e-01,-1.912228072e-06,-2.767469883e-01,-1.653137952e-05,-3.753563078e-06,-1.541883349e-01,-2.103000134e-01,2.741468549e-01,1.485704929e-01,3.241855279e-02,-1.808717343e-06,-5.679315291e-05,2.910549752e-02,-2.498332469e-05,-1.091385409e-01,-4.927976988e-06,1.689093709e-01,-4.248489859e-06,1.066984236e-02,-4.484006695e-07,-1.409807646e-05,3.035960905e-02,-4.717763513e-02,2.562268637e-02,5.075201392e-02,1.136915758e-02,-1.195705681e-05,3.175126039e-05,-3.188448250e-01,-5.121728464e-06,2.671681941e-01,-1.306341892e-05,2.768214643e-01,-3.194679721e-06,8.895430714e-02,-9.242663737e-07,-2.643190419e-05,7.453396916e-02,3.404910862e-01,-1.788636595e-01,1.962415874e-01,-4.767304659e-02,2.538213721e-06,4.321592132e-05,-2.704586685e-01,-4.495923713e-05,-3.328649402e-01,-1.724114327e-06,2.190721482e-01,-4.406264907e-06,2.713192627e-02,-5.051323114e-06,-4.603811249e-06,-9.213736653e-02,-3.701986670e-01,3.810719401e-02,-3.097398579e-01,9.882771224e-02,-6.117706562e-06,-5.511351628e-05,-3.699003020e-03,-1.756913662e-05,7.921532989e-01,-8.993147844e-07,-2.510079741e-01,-3.581280907e-06,-5.029742122e-01,-1.755016820e-05,1.077399793e-05,1.493990570e-01,-2.542345226e-01,-3.453367054e-01,-5.166670680e-01,-1.622049063e-01,-8.376329788e-06,-5.207411596e-05,5.374461785e-02,-6.486147413e-06,-3.178333342e-01,-3.266600743e-06,-2.845993042e-01,-4.780040854e-06,-5.663252994e-02,-3.000841389e-07,-3.795118801e-06,-3.691678345e-01,-1.342026144e-01,2.643621862e-01,3.427903056e-01,-1.732963771e-01,-1.300384247e-05,-3.947193181e-05,-1.934243590e-01,-3.323316150e-06,-6.947964430e-03,-1.699051063e-05,9.553633630e-03,-1.354892333e-06,-5.595379472e-01,-4.293586699e-06,-3.180685098e-06,-2.725106478e-01,-1.180842519e-01,5.418992043e-01,3.521997333e-01,2.058754116e-01,-8.045353752e-06,-5.095275628e-05,3.067091405e-01,-1.275569957e-05,6.609290093e-02,-4.939475730e-06,-8.907689154e-02,-3.463467010e-06,-4.891511202e-01,8.310765907e-07,-7.004536656e-06,1.603936851e-01,-1.802097559e-01,-3.452448845e-01,-2.511631548e-01,-2.323040813e-01,-1.685967845e-07,-4.113659452e-05,-3.517813683e-01,5.431335467e-06,-3.985091448e-01,-2.734957505e-08,-3.201362491e-01,-2.819456085e-06,5.833273530e-01,-2.239323840e-05,-2.305104499e-05,-3.877194598e-02,-9.673879296e-02,-1.992681921e-01,-1.632915139e-01,-2.393741310e-01,-8.840347618e-06,1.852126479e-05,-3.104135096e-01,-1.766163587e-05,-1.791031957e-01,-1.628524478e-05,3.110638261e-02,-3.167762998e-06,2.183782123e-02,1.199187523e-06,1.014476948e-05,-8.648616821e-02,-2.311204933e-02,-2.191188931e-01,-2.251164764e-01,-1.854405366e-02,-8.958068975e-06,-2.909717114e-05,-5.835221708e-02,-4.368993177e-05,6.460198164e-01,-1.391228807e-06,7.112754881e-02,-2.985976607e-06,-4.778925478e-01,-2.398449851e-06,-1.122732647e-05,-9.189803898e-02,6.557802558e-01,-2.770346999e-01,-1.651383340e-01,1.242316812e-01,4.079223856e-07,-2.167805906e-05,-6.530672312e-01,-1.927076119e-05,5.773700029e-02,-2.158811867e-06,-1.778789014e-01,-1.018847115e-06,-4.154311121e-01,-2.739782019e-07,-3.075839743e-07,2.207012475e-01,-2.271730900e-01,-2.923977375e-02,-1.575311422e-01,-3.280048966e-01,-5.752201105e-06,-6.903376197e-05,-4.569787979e-01,-2.918398422e-05,3.079691529e-01,-1.257402710e-05,-2.076451778e-01,-3.951955478e-06,-5.599423647e-01,-1.957745735e-05,-7.584410469e-06,-1.297180355e-01,-6.203318238e-01,3.169541657e-01,1.184111089e-01,-1.611525416e-01,-6.995111562e-06,-4.394473581e-05,7.029166818e-01,-6.639792446e-06,-2.850638926e-01,-6.794397905e-06,1.865148395e-01,-5.597788913e-06,1.009745479e+00,-1.463183025e-06,-4.696841188e-06,-2.364576757e-01,-2.264163941e-01,-2.324105650e-01,-8.311513066e-02,8.058152348e-02,-1.384869847e-05,3.214193566e-05,-6.709322799e-03,-1.701210749e-05,5.386224389e-02,-2.054584684e-06,-1.079671010e-01,-2.075770226e-06,9.187365174e-01,4.954259794e-07,-2.364918510e-05,1.953725517e-01,-6.790979952e-02,-2.689701021e-01,4.223057255e-02,-1.188317388e-01,-1.340643666e-05,1.050864557e-05,-6.355246902e-01,-1.702229565e-05,7.779921293e-01,-8.026733667e-06,-2.447105199e-01,-3.553930355e-06,-4.970242083e-01,-1.568288826e-05,-4.364022516e-06,-6.292054057e-02,-1.413663775e-01,-8.210285753e-02,7.538454235e-02,-6.800044328e-02,3.767852832e-06,-4.856586020e-05,-3.387957215e-01,-1.806186083e-05,-8.898206055e-02,-1.071619590e-05,-4.803273082e-01,-5.670481642e-06,-4.370274544e-01,-4.770813575e-06,4.054161764e-06,-1.002248302e-01,-3.366653323e-01,3.307545185e-02,-4.870172143e-01,-6.043236237e-03,-5.594463346e-06,-2.146946099e-05,-5.410373807e-01,-3.248651774e-05,-1.912243068e-01,-1.537503408e-06,5.942613482e-01,-1.028077804e-06,-4.282058477e-01,-5.461919955e-06,-2.667047283e-06,-2.695997059e-01,1.277967989e-01,9.626327455e-02,8.203061670e-02,-9.147287160e-02,-1.023115874e-05,-4.230722698e-05,1.101529598e+00,-5.717340173e-06,-3.632804453e-01,-5.659278486e-06,-1.762017906e-01,-4.737563813e-06,-3.160579801e-01,-8.882863767e-06,-2.386833512e-05,-8.946397342e-03,-4.242599905e-01,1.142733768e-01,-4.864151590e-03,-9.935404360e-02,-8.175977200e-06,-4.481125870e-05,1.031070471e+00,-3.790604387e-05,8.084378839e-01,-1.366673132e-05,-4.001137316e-01,-1.002327008e-05,-4.348504841e-01,-1.705167779e-05,4.231279490e-06,1.420017630e-01,-4.945479631e-01,-1.705114543e-01,-9.546004236e-02,-4.616323858e-02,-5.967447578e-06,-4.469825944e-05,-5.784410834e-01,3.097592980e-06,-2.754045725e-01,-3.828905847e-06,-2.405467033e-01,-1.628692871e-06,7.138268948e-01,-2.127950665e-06,-4.135273230e-06,-1.735324711e-01,7.683255076e-01,1.473367959e-01,-1.338087916e-01,3.077307940e-01,-1.022174365e-05,-1.102037368e-05,-5.980431437e-01,-2.175501504e-05,-3.293282390e-01,-4.479151812e-06,-4.421260953e-01,-2.283107506e-06,-4.064345956e-01,1.205522153e-06,-7.318677717e-07,-1.968988478e-01,-2.676584721e-01,-3.128305078e-01,-5.323812366e-02,-4.465585649e-01,-1.667301262e-06,-2.704276994e-06,-2.684185803e-01,-1.541869824e-05,-6.920040399e-02,-3.711537602e-06,7.758113146e-01,-7.630691243e-07,-1.543099731e-01,-2.183978722e-07,-1.142942801e-05,-7.803769317e-03,-4.987898767e-01,-1.637593806e-01,-1.807356626e-02,-1.350584626e-01,-5.637798040e-06,-5.215690908e-05,-2.181008756e-01,1.034125034e-05,-5.551915988e-02,-1.949932312e-06,8.096227646e-01,-3.463153917e-06,-1.224199906e-01,-1.284811674e-06,-4.458768672e-06,-2.218846530e-01,-3.935760260e-01,-2.569427490e-01,-1.152853817e-01,-2.525613010e-01,-8.903602065e-06,-2.484121978e-05,-5.197679996e-01,-1.611075822e-05,1.926553100e-01,-3.314615242e-06,-5.303466320e-01,-4.910593816e-06,-1.235016361e-01,-2.308540206e-05,-4.712256214e-06,6.645188481e-02,-5.947437882e-01,4.716527164e-01,-2.042929381e-01,9.722381085e-02,-8.358826562e-06,-3.066272257e-05,6.539100409e-01,-5.999093628e-05,-1.853623390e-01,-1.524495110e-05,-4.632037282e-01,-7.197710147e-06,-4.329501837e-02,-1.863552370e-07,-5.015600436e-06,-7.413797826e-02,1.068965554e+00,-2.726874053e-01,5.027925968e-02,6.048618350e-03,-1.205844569e-06,5.147667707e-06,-3.298757970e-01,-3.970775197e-06,1.827298850e-01,-2.237420858e-06,-1.230490133e-01,-1.140819279e-07,-2.809624672e-01,-2.014511483e-05,-4.990748948e-06,-1.414794475e-01,1.029267192e+00,-2.045611143e-01,-3.246285319e-01,-2.372404188e-02,6.468997071e-07,-1.173016102e-07,-5.947821960e-02,2.517355824e-06,1.880391687e-01,-2.521131364e-06,-1.412198693e-01,-6.256090046e-07,-2.616379261e-01,-2.366414719e-06,-1.080848847e-06,3.687269613e-02,-5.331482887e-01,-2.543232441e-01,-2.589757442e-01,-2.678446174e-01,-6.962778116e-06,-4.164158963e-05,-4.702987075e-01,-2.050244620e-05,-1.045775712e-01,-2.455254844e-06,-4.104406834e-01,-2.797184834e-06,-5.306588113e-02,-4.892769994e-06,-6.156060863e-06,-7.997154444e-02,-5.224866867e-01,2.914184928e-01,3.431839645e-01,1.009083986e-01,-1.123529000e-05,-5.853706170e-05,2.079449594e-02,-3.975929576e-05,2.959274501e-02,-3.319666121e-06,6.666015983e-01,-7.846627341e-06,1.521467566e-01,3.692886366e-06,-1.312082622e-05,-5.279420689e-02,-3.917796016e-01,-5.426853523e-02,-4.695030302e-02,-9.368769825e-02,-8.709743270e-06,-2.588139751e-06,9.514446557e-02,-1.361961677e-05,2.145087346e-02,-1.564951890e-05,-4.219171405e-01,-2.883851721e-06,1.031981260e-01,-1.796076685e-05,-1.705343955e-08,-3.045019805e-01,-3.221351504e-01,-2.303762585e-01,-2.543525994e-01,-2.846486270e-01,-7.267355159e-06,-5.156339466e-05,-1.390188336e-01,6.600235793e-06,5.145156384e-01,-8.073448043e-06,1.100505665e-01,-5.444425369e-06,-8.203311563e-01,1.861538692e-07,-4.982971859e-06,1.804497279e-02,-5.023531318e-01,7.505164295e-02,-3.297936618e-01,-1.790157333e-02,-5.916958798e-06,-4.459328920e-05,-4.985651970e-01,-1.972852806e-05,1.111451089e-01,-1.280928882e-05,-1.960676014e-01,-2.308036755e-06,1.834103167e-01,-2.396350965e-06,-1.070587132e-05,4.133325517e-01,7.701609731e-01,4.066099226e-01,-3.395895362e-01,2.138843685e-01,-3.745986760e-06,5.425894869e-06,-1.434314698e-01,-5.181766028e-06,-2.778676152e-01,-2.125310857e-06,8.562789857e-02,-2.625225989e-06,9.020130336e-02,-5.743829661e-06,-1.109165350e-05,-3.642513454e-01,-3.638156056e-01,-4.730193913e-01,6.363636851e-01,-1.956812739e-01,-1.156278904e-05,-1.219882415e-05,3.671780825e-01,-5.267643428e-05,-2.132903337e-01,-1.999656433e-06,-3.065923452e-01,-4.402443665e-06,2.233026922e-02,1.964130973e-07,-1.719094325e-05,-5.881797075e-01,9.439655393e-02,-5.624997616e-01,6.622692943e-01,-7.250930071e-01,-7.527178241e-06,-2.689715075e-05,9.112213738e-03,-7.715387255e-06,3.884251714e-01,-6.191872899e-07,7.594470680e-02,-7.868750799e-06,-3.229481876e-01,-1.749894545e-05,-5.838820016e-06,3.085098267e-01,-4.115901887e-01,2.499189228e-01,-4.663425684e-01,3.236823976e-01,-4.358925253e-06,-5.404081094e-05,1.228666827e-01,-1.495277684e-05,-1.055499539e-01,-4.786692443e-06,7.383242995e-02,-2.790275403e-06,-3.774600029e-01,-2.622978855e-06,-5.668334779e-06,3.362714648e-01,-2.291318327e-01,5.560480952e-01,-2.530293465e-01,3.849649429e-01,-9.272482203e-06,-3.111107799e-05,-1.968037486e-01,-4.866288509e-05,-6.169950590e-02,-5.460080047e-06,-3.097720146e-01,-1.875422072e-06,2.345575690e-01,-4.319157142e-06,4.707241260e-06,-2.939750552e-01,1.281814724e-01,-4.651972651e-01,-2.302721739e-01,-2.678992450e-01,-5.143547696e-06,9.135965229e-06,-3.490139842e-01,7.220222074e-07,-8.667483181e-02,-1.221664752e-05,-1.469837576e-01,-2.451684850e-06,5.244192481e-01,-1.673638326e-05,-1.172570410e-05,-5.491368175e-01,-3.471015692e-01,-5.496297479e-01,-1.317407638e-01,-5.101719499e-01,-8.547734978e-06,-8.284286196e-06,2.309657931e-01,-2.486258381e-05,3.837081194e-01,-1.526457891e-05,1.069378387e-02,-2.249078534e-06,-4.231861830e-01,2.804020198e-07,7.083194191e-07,4.167841971e-01,-1.201762408e-01,7.255311012e-01,-2.575704753e-01,3.358353972e-01,-7.446967629e-06,-6.005207615e-05,-4.169688821e-01,-7.090421832e-07,-1.575200707e-01,-2.592173303e-07,-1.835390031e-01,-3.208549515e-06,-4.211778343e-01,-2.800502898e-06,-4.577731488e-06,9.873005003e-02,3.495324254e-01,1.114062071e-01,4.085461497e-01,1.638302654e-01,-7.060970802e-06,-4.373046977e-05,4.420652613e-02,7.304818155e-06,1.436186582e-01,-3.164769169e-06,-6.276235729e-02,-6.356634003e-06,-1.235723719e-01,-5.697633242e-06,-9.848948139e-06,-2.037475556e-01,-3.003997207e-01,-5.090425014e-01,-3.066053987e-01,-2.738404274e-01,-4.054483725e-06,1.071205315e-05,-2.720412910e-01,-5.350521678e-05,-2.353004962e-01,-4.639938197e-06,-7.137268037e-02,-2.636401859e-06,8.887535334e-02,-2.015318159e-06,-7.086982805e-06,-8.613255024e-01,-2.945233583e-01,-3.965259492e-01,2.268880606e-01,-1.341502368e-01,-3.359691391e-06,-4.104006803e-05,-7.833432555e-01,-4.264004383e-05,4.543944597e-01,-1.229044955e-07,-1.067430340e-02,-2.820472446e-06,-5.374243855e-01,-4.099785201e-06,-1.733892168e-05,4.306159019e-01,-1.111182868e-01,1.162265018e-01,-2.525442243e-01,-4.751072079e-02,-5.930267889e-06,-2.566492185e-05,-1.251907740e-02,-1.702389454e-05,-9.983081371e-02,-4.296700808e-06,2.383563295e-02,-3.687217486e-06,7.074216008e-02,-2.206421186e-06,-4.464221547e-06,3.492489755e-01,-3.361361921e-01,1.274521053e-01,-1.946085691e-01,5.332307220e-01,-8.708903806e-06,-2.061441410e-05,1.766480058e-01,-1.729968244e-05,-2.414551526e-01,-4.692601578e-06,-1.820321083e-01,-4.729931504e-07,-6.571437418e-02,-1.805043576e-05,3.256065156e-06,-1.559183300e-01,3.236316144e-01,-6.888698041e-02,-6.710927188e-02,-6.359160542e-01,-1.054533459e-05,-1.535699812e-05,2.053742111e-01,2.843942639e-06,2.139759809e-02,-1.336912737e-05,-1.381067932e-01,-8.637551218e-06 +thresholds = -1.774088502e+00,-9.920896264e-05,-1.019495758e-04,-9.494985938e-01,-1.672571898e+00,-8.869357705e-01,-1.149489284e+00,-1.137390614e+00,-1.078602654e-04,-4.077568592e-04,-1.655350566e+00,-2.869804448e-04,5.380204320e-01,-9.562955529e-05,-1.227909088e+00,-5.669108577e-05 +weights1 = 3.023190498e-01,-5.234127119e-02,4.730811417e-01,2.778972387e-01,3.797222972e-01,2.920206785e-01,-1.692589559e-02,3.580769598e-01,3.039917909e-03,-1.342192888e-01,7.511090953e-03,-6.406719796e-03,-7.821515203e-03,4.312853515e-01,-4.681312665e-02,-9.400769323e-02,2.805521190e-01,4.755948205e-03,2.692381740e-01,4.185534418e-01,2.806314230e-01,1.586895883e-01,2.825565040e-01,2.520352304e-01,8.623483591e-03,-1.820242405e-02,-1.290916502e-01,5.384114571e-03,-1.831739210e-02,2.255112976e-01,-7.099712268e-03,2.091724612e-02,2.508978359e-02,-3.883958329e-03,1.033925489e-01,4.724668339e-02,7.496298105e-02,5.521339923e-02,-1.215583459e-02,6.013548002e-02,-1.144954655e-02,-3.003542125e-02,-3.431288060e-03,3.815487726e-03,1.431243122e-02,6.970245391e-02,1.659546420e-02,1.795246080e-02,4.159212112e-02,-1.159783546e-02,4.204941168e-02,8.165222406e-02,5.585030094e-02,6.023921818e-02,4.695591331e-02,-9.686383419e-03,6.540922914e-03,-1.813746989e-02,-3.640208161e-03,-3.411966190e-02,2.657359466e-02,3.001921996e-02,-2.211930230e-02,1.301199198e-02,-7.068119943e-03,2.315192297e-02,-6.506907288e-03,7.306935149e-04,-1.137937512e-02,-5.289071705e-03,-1.582198031e-02,-3.152637556e-02,-1.166491024e-02,-4.584659357e-03,3.103362769e-02,-1.671735570e-02,1.497252285e-02,-3.328569606e-02,4.682721104e-03,8.902706206e-03,7.952915505e-03,2.553819306e-02,-1.290944871e-02,2.947471663e-02,-1.455334947e-02,-3.586851759e-03,3.167475760e-02,2.039610222e-02,8.821883239e-03,5.246931221e-03,2.048773319e-02,1.581407711e-02,-2.180871926e-02,3.594176844e-02,1.377486996e-02,3.666015575e-03,3.794632852e-03,-2.739885822e-02,-3.190501779e-02,2.800056711e-02,7.224235684e-03,8.992952295e-03,-1.400857605e-02,3.150880802e-03,1.647168770e-02,-2.728298865e-02,-2.415706217e-02,-1.034889277e-02,-2.449234389e-02,8.958040737e-03,-1.405202039e-02,-7.800988387e-04,-2.716737334e-03,2.144337259e-02,4.509597085e-03,1.440236578e-03,1.135173067e-02,2.816138417e-02,-1.634634845e-02,6.425947067e-04,6.376967765e-03,5.574715324e-04,7.221661042e-03,3.160898387e-02,-2.447577752e-02,-3.635844588e-02,4.533257161e-04,3.917626105e-03,4.765759688e-03,1.606369275e-03,-4.406166554e-04,1.564269699e-02,-7.941580378e-03,1.245476678e-02,3.436789289e-02,-9.870118462e-03,1.666879514e-03,2.474419400e-02,1.976168342e-02,1.916092820e-02,2.567107324e-03,-4.963131156e-03,-1.439313201e-04,1.405746397e-02,-3.574757604e-03,8.103989996e-03,-2.925379202e-03,-3.213236050e-04,-1.169389114e-02,1.573795080e-02,-1.045359485e-02,1.853764802e-02,1.610139944e-02,-1.299864054e-02,7.476642262e-03,-1.969431899e-02,2.183526754e-03,-4.223130271e-02,5.457256921e-03,1.309180073e-02,-1.797809266e-02,-1.358992513e-02,3.205242101e-03,8.753404953e-03,-1.524246484e-02,5.175920669e-03,-1.116868015e-02,3.924796358e-03,1.881236769e-02,2.799799666e-02,2.227024734e-02,-6.926888134e-03,1.501050405e-02,-8.895187639e-03,-6.293361541e-03,6.162248552e-03,-3.808004316e-03,-4.409347312e-04,1.638178714e-02,-2.605800703e-02,4.807028454e-03,-9.081288241e-03,-1.968518272e-02,-3.929709550e-03,1.211289596e-02,4.128928296e-03,-1.658524945e-02,-1.090549491e-02,6.073633675e-03,-1.070045680e-02,2.741855942e-02,-1.426515356e-02,1.558642834e-01,-1.983645558e-02,3.387721181e-01,1.841552705e-01,2.304007560e-01,3.215383291e-01,-1.772243716e-02,1.737650931e-01,1.263382379e-02,-3.499285504e-02,-2.604135685e-02,-2.219196223e-02,-9.572683834e-03,3.220571578e-01,-1.470870804e-02,-1.629845612e-02,1.475982517e-01,7.164451294e-03,2.577825785e-01,3.218283653e-01,1.656718999e-01,1.980031431e-01,3.821131885e-01,1.182686463e-01,-2.489787899e-02,-1.354230382e-02,-5.069552362e-02,-1.938391011e-03,-8.707043715e-03,1.812949330e-01,6.592270732e-02,-1.981968805e-02,1.879975753e-04,-4.034585506e-02,1.375526842e-02,2.381982468e-02,2.261698432e-02,3.459859639e-02,-8.726879954e-03,6.036495790e-02,-2.992015518e-02,-1.235100906e-02,1.161313895e-02,1.532353088e-02,-2.658582665e-02,2.612617053e-02,1.472704206e-02,2.144265920e-02,1.869234256e-02,-5.318588577e-03,3.226171806e-02,3.632625565e-02,1.363569405e-02,4.393611848e-02,5.917353556e-02,8.724546060e-03,-7.187793497e-03,4.104405176e-03,-3.226538002e-02,-1.318527199e-02,1.168828085e-02,1.442195661e-02,-1.017757598e-02,-5.011106841e-03,2.489023507e-01,-3.209223598e-02,3.796209395e-01,2.833986878e-01,2.749354243e-01,3.978243470e-01,4.182945006e-03,4.888687730e-01,-1.091007609e-02,-9.081590921e-02,3.645679727e-02,2.394590154e-02,-2.588654310e-02,4.152741134e-01,-7.811725140e-02,-8.897713572e-02,3.400976956e-01,9.108789265e-03,2.751549780e-01,3.845458031e-01,2.611692250e-01,1.909137219e-01,3.302722871e-01,2.548682392e-01,1.926773600e-02,3.166674823e-02,-1.109074280e-01,-8.906653384e-04,-1.750780037e-03,2.877147496e-01,-2.115003765e-02,-1.128654927e-02,-9.958574548e-03,-4.051242024e-03,5.316000059e-02,3.200726211e-02,4.929519817e-02,1.187020075e-02,-2.478699759e-02,1.982747018e-02,1.368959900e-02,-2.376393415e-02,-1.932418905e-02,-4.361828789e-03,2.199080540e-03,5.399797112e-02,-1.863544312e-04,-6.769549567e-03,2.652725205e-02,9.121855721e-03,3.374774009e-02,-1.158052310e-02,4.257264361e-02,3.419677913e-02,1.551642828e-02,1.094618347e-02,1.873594336e-02,-1.789590344e-02,-6.610420067e-03,-1.352992374e-02,-3.577543423e-02,9.425555356e-03,1.005619764e-02,3.997519147e-03,2.266664058e-01,-9.656507522e-02,3.694859743e-01,2.041365504e-01,2.363152951e-01,2.650583386e-01,-1.687480952e-03,2.315302193e-01,-9.120321833e-03,-1.994394511e-01,-2.361056861e-03,6.729160086e-04,-2.244319301e-03,1.578425467e-01,-1.668045223e-01,-1.496587843e-01,1.774869561e-01,-9.976171714e-05,2.733660340e-01,2.059342861e-01,2.469580770e-01,1.908334494e-01,1.206409112e-01,2.058020681e-01,8.736333111e-04,6.546574645e-03,-2.335045338e-01,1.063229889e-02,8.673506672e-04,3.078296185e-01,2.796966024e-02,3.746882721e-04,5.100816861e-02,-1.011899090e-03,9.104346484e-02,2.304760925e-02,5.966312438e-02,7.240917534e-02,-3.056410234e-03,2.146268077e-02,-3.020063275e-03,-2.488765679e-02,-1.350923348e-02,8.390161209e-03,1.470470242e-02,6.115550548e-02,-2.653199621e-02,-1.263045473e-03,5.667166039e-02,-3.127314523e-02,5.306498706e-02,5.265988410e-02,4.869519174e-02,5.783458427e-02,3.184708953e-02,4.202665761e-02,1.577438228e-02,9.111981839e-03,9.015708230e-03,5.581537262e-04,-6.906358059e-03,6.201560050e-02,-1.250290219e-02,-1.828910783e-02,2.104792893e-01,-1.722918451e-02,4.974692464e-01,3.336009979e-01,2.899976373e-01,3.102880418e-01,1.723787002e-02,2.167764902e-01,2.027652971e-02,-9.729976207e-02,6.620287430e-03,5.202584900e-03,-4.325022921e-03,3.418257833e-01,-5.541381985e-02,-5.785052106e-02,2.433819622e-01,-2.121361345e-02,2.469061464e-01,2.572859824e-01,1.850919425e-01,2.397650927e-01,2.655431628e-01,1.721078455e-01,-7.958410308e-03,7.948552375e-04,-7.349348813e-02,-5.370588042e-03,2.041416941e-03,1.779655069e-01,-3.982014209e-02,-4.248825368e-03,-1.685345173e-02,-2.770670503e-02,5.736874789e-02,2.753774635e-02,5.056607723e-02,5.180611834e-02,2.797247609e-03,1.139588468e-02,-1.637021080e-03,-1.290594041e-02,-2.072425932e-02,3.583737649e-03,-1.235882635e-03,4.160748050e-02,-1.691995375e-02,-1.887518167e-02,2.877029032e-02,-2.202066593e-02,1.819681004e-02,6.418180466e-02,1.437739003e-02,1.062768791e-02,4.326023161e-02,2.535489202e-02,3.580373479e-03,1.271853689e-02,-2.927746624e-02,-1.145962859e-03,7.308477070e-03,4.227750376e-02,-3.245959524e-03,-5.510202609e-03,1.869012415e-01,-5.718050152e-02,3.189343810e-01,2.243399620e-01,1.181953549e-01,2.546609640e-01,-8.749295026e-03,2.442422807e-01,-1.457697339e-02,-1.440006346e-01,-9.894691408e-03,1.129822433e-02,-1.951922290e-02,2.692401111e-01,-9.476585686e-02,-9.522468597e-02,2.431546599e-01,-1.152573153e-02,2.007587105e-01,2.940136790e-01,2.393563539e-01,1.599513292e-01,1.209034696e-01,1.979409903e-01,-2.932323702e-02,-2.283654734e-02,-1.188130900e-01,-1.997904480e-02,-1.269407105e-02,2.823202908e-01,1.261019893e-02,5.843073130e-03,-9.915876202e-03,-1.793451793e-02,9.434740990e-02,5.545426160e-02,6.436064094e-02,4.464770481e-02,-1.672313362e-02,4.912990332e-02,-5.541970022e-03,-3.667374700e-02,2.666475018e-03,-1.902667619e-02,9.317917749e-03,7.642859221e-02,-2.352389693e-02,-6.316889543e-03,2.633942664e-02,-5.909205414e-03,8.480248600e-02,7.693682611e-02,4.080009833e-02,8.440133184e-03,4.005832225e-02,7.509526797e-03,-4.571198486e-03,-1.373204682e-02,-2.462909743e-02,-2.810883336e-02,-7.993290201e-03,2.248721942e-02,-9.540053084e-03,-4.290787911e-04,-1.483629551e-02,-1.919799671e-02,1.089876052e-02,4.174362402e-03,-2.703509666e-02,-6.299220957e-03,-7.937596180e-03,-1.419831347e-02,2.081386372e-02,-1.302585099e-02,4.668557085e-03,2.013477869e-02,-1.044014562e-02,6.996121374e-04,1.241679210e-02,6.323511712e-03,9.134392254e-03,3.035163134e-02,-1.861477084e-02,-2.587810392e-03,7.118382491e-03,2.758174669e-03,2.498305216e-02,2.998744836e-03,3.761985572e-03,1.051379181e-02,-1.354706381e-02,4.679724108e-03,3.578597680e-02,-6.468810607e-03,-3.384241834e-02,2.381775761e-03,5.732631544e-04,-1.045967359e-02,6.823624019e-03,-2.619234100e-02,-1.537638810e-02,-3.596723452e-02,2.088706940e-02,5.308100954e-03,-4.666524380e-02,2.056327276e-02,4.043729976e-03,2.252810076e-02,-2.401662618e-02,1.091492083e-02,5.211163312e-03,-1.080834214e-02,7.377382135e-04,1.391389989e-03,-1.475506462e-03,-1.127350051e-02,-1.891847514e-02,1.975197904e-02,1.925052889e-02,-2.438844368e-02,1.412353013e-02,-1.493675634e-02,-9.172673337e-03,2.652620897e-02,-7.005474996e-03,-1.449846197e-02,4.496657848e-02,2.197713219e-02,-6.099397782e-03,-6.976656616e-03,5.887101870e-03,1.438630861e-03,-1.926086470e-02,2.327290364e-03,-7.902813144e-03,-1.107671391e-02,2.472063154e-02,-3.677900648e-03,4.279020056e-02,-1.957220411e-05,1.077405550e-02,-1.556276251e-02,-5.135821179e-03,1.809721254e-02,-3.650637716e-02,2.460443415e-02,1.283699367e-02,8.625165559e-03,2.256745845e-02,2.872227505e-02,-1.164147351e-02,-1.252131537e-02,6.186535116e-03,-2.073141374e-02,-6.616432220e-03,2.028387599e-02,2.140236646e-02,1.962086558e-02,-1.738746185e-03,-4.441543017e-03,3.266782314e-02,-1.499385014e-02,6.757537485e-04,-1.006042305e-02,7.685722783e-03,-1.740488224e-02,1.906660944e-02,-1.467875671e-03,2.420430258e-02,1.944962190e-03,6.047820672e-03,1.155869476e-02,-9.546838701e-03,2.663298277e-03,-3.148205578e-04,-2.568753436e-02,3.815407865e-03,-3.553844616e-02,2.469457686e-02,-2.897983044e-02,2.294108039e-03,-6.620242260e-03,-2.056671679e-02,-2.719482780e-02,-2.430567518e-02,8.945403621e-03,2.291999012e-02,5.337612238e-03,7.122838404e-03,6.255549379e-03,-2.876303392e-03,1.975416671e-03,2.615448236e-01,-5.645121634e-02,2.623738050e-01,2.886884809e-01,2.184014469e-01,3.134602606e-01,7.498247083e-03,1.986257136e-01,-3.596164985e-03,-1.384900659e-01,-2.024779841e-02,2.323189285e-03,-7.579794619e-03,3.138447702e-01,-9.698759019e-02,-9.518676251e-02,1.220052391e-01,-1.614571549e-02,2.934498191e-01,3.206973374e-01,2.889540195e-01,2.848216593e-01,3.415054679e-01,2.178533375e-01,-1.607681997e-02,-6.313304766e-04,-1.240841001e-01,1.446015667e-02,-7.188856602e-03,3.139148653e-01,-3.776648955e-04,9.454629384e-03,3.931915015e-02,9.892133996e-03,1.127821058e-01,5.358467996e-02,7.694493979e-02,4.841771349e-02,-6.327617448e-04,6.528595835e-02,1.966130733e-02,3.664515913e-03,-2.687847428e-02,-1.690064184e-02,9.578241035e-03,4.160198569e-02,-7.385191042e-03,1.426225249e-02,5.814637244e-02,2.213899978e-02,5.371219292e-02,6.708017737e-02,1.035344694e-02,2.994152345e-02,4.091061652e-02,2.689892659e-03,-2.539638244e-02,-1.655686460e-02,1.002887916e-02,-9.080711752e-03,-1.760821976e-02,6.579457968e-02,-1.993997023e-03,1.760070911e-03,1.941361092e-02,1.515670400e-02,-8.047665469e-03,3.971633688e-02,8.051026613e-03,-1.690561138e-02,9.090277366e-03,-2.378681861e-02,8.472991176e-03,-5.408127233e-02,3.219137900e-03,-2.074778453e-02,1.533219498e-02,9.273368865e-03,-1.144955284e-03,-3.324949183e-03,1.226250734e-02,-3.480654210e-02,-5.655376706e-03,-4.665286839e-02,7.886444218e-03,8.499018848e-03,-2.660640702e-02,1.860954240e-02,3.432150930e-03,3.429054841e-02,2.868960425e-02,4.872186109e-03,-3.131841868e-02,-6.552717183e-03,6.205167621e-03,-1.670452766e-02,-1.911175996e-02,-4.534235597e-02,6.408064510e-04,2.130571194e-02,-4.092887416e-02,-8.856623317e-04,-3.789148480e-02,2.443504753e-03,-8.616948500e-03,-1.491117105e-02,5.785205401e-03,-1.691886410e-02,4.017667472e-02,3.725686984e-04,2.020412870e-02,8.668617345e-03,3.746958915e-03,1.990972646e-02,-2.984662913e-02,2.086684667e-02,-3.102952242e-02,-1.370475814e-02,1.593632437e-02,2.780117327e-03,6.524015684e-03,-1.980361529e-03,-4.186065402e-03,-2.933541313e-02,-2.571247704e-02,3.021340817e-03,1.656017452e-02,4.298312217e-02,-2.097770423e-01,3.402775154e-02,-6.314114928e-01,-5.540155172e-01,-6.207607985e-01,-2.385747135e-01,-1.261017099e-02,-5.507410169e-01,-5.933063570e-03,1.842605881e-02,-6.826895755e-03,-3.622888774e-02,-1.278690714e-02,-5.257140994e-01,3.645680100e-02,3.952935711e-02,-3.203171492e-01,-8.817041293e-03,-2.383893877e-01,-5.038260221e-01,-1.174267530e-01,-4.523609877e-01,-4.077681303e-01,-2.003755793e-02,-1.478789933e-02,-3.598341718e-02,1.452228706e-02,-7.300252561e-03,-1.327828388e-03,-1.148387343e-01,-7.487714756e-03,-5.848830100e-03,-1.645434946e-01,8.980872482e-02,-3.379345173e-03,-2.407087758e-02,-1.566094346e-02,3.633354232e-02,-5.916946568e-03,-6.064967811e-02,-5.284563173e-03,1.901694536e-01,-1.336060092e-02,-9.251821786e-03,1.132768672e-02,-4.190424457e-02,1.370320767e-01,1.663068682e-01,-1.635427214e-02,-4.696089018e-04,-3.055216186e-02,2.535254881e-02,-1.028825417e-01,2.790245600e-02,3.510310128e-02,-8.704690635e-02,1.735217229e-04,4.264511808e-04,2.022332549e-01,-6.790350657e-03,-1.472648815e-03,-1.233294681e-01,-6.576402579e-03,-1.147446968e-02,4.316039383e-03,-2.216902934e-02,1.837128587e-02,1.815200318e-03,-1.329603139e-02,-9.323507547e-03,2.585287392e-02,-1.315022726e-02,-3.169119731e-02,1.671130583e-02,-2.026209049e-02,-3.768928116e-03,1.570049301e-02,-3.860981762e-02,-1.931111142e-02,5.878208205e-03,-1.613605581e-02,2.063675551e-03,3.507819027e-03,-1.153261121e-02,7.434668485e-03,-1.898025535e-02,9.966124780e-03,3.304172133e-04,-1.487922296e-02,1.757105254e-02,-4.617669154e-03,1.019685250e-02,-2.703862078e-02,-9.346706793e-03,2.118834236e-04,-3.213826567e-02,2.353440970e-02,-2.050035261e-02,3.315126151e-02,-4.068667442e-02,3.448195010e-02,4.346798640e-03,3.951018211e-03,2.130276524e-02,-4.957098980e-03,-3.050533123e-02,1.018966176e-02,-5.183624569e-03,-7.057596464e-03,-1.228526235e-03,8.428915404e-03,1.587386988e-02,-2.177669667e-03,-8.583946154e-03,-9.577179299e-05,5.884504877e-03,5.550300237e-03,-2.660794370e-02,-7.279567420e-03,7.820656523e-03,2.549866447e-03,-1.884818450e-02,-1.322506554e-02,8.891935460e-03,-2.021324355e-03,-1.508384477e-03,-3.021463752e-02,1.191962510e-02,2.565424740e-01,-6.855047494e-02,3.892455101e-01,3.316186666e-01,2.188122720e-01,2.725940049e-01,2.581782825e-02,2.620383799e-01,-1.067715464e-03,-1.556064188e-01,1.167483348e-02,2.446221421e-03,5.069296807e-03,2.050838172e-01,-1.135778427e-01,-1.175513119e-01,1.846021861e-01,3.366857395e-02,3.013506532e-01,2.366998941e-01,2.686370909e-01,2.411603779e-01,1.869214624e-01,2.060227692e-01,6.012952887e-03,2.929245867e-02,-1.563705802e-01,-3.968550882e-04,-8.991541341e-03,3.041665852e-01,-2.925309911e-02,-1.854665391e-02,-1.144292951e-02,2.550064027e-02,8.194714040e-02,4.254139960e-02,5.118812621e-02,7.776441425e-02,1.002148911e-02,5.041567609e-02,2.267117053e-02,-2.095656842e-02,-1.586531103e-02,8.086748421e-03,4.953098018e-03,2.251031995e-02,-1.856543496e-02,4.884136841e-03,2.913583070e-02,1.193787321e-03,5.407636240e-02,7.961329818e-02,4.733495787e-02,1.186237112e-02,6.523448229e-02,2.603046596e-02,1.656294614e-02,-5.419433583e-03,3.589355387e-03,2.160979994e-02,-1.488959417e-03,5.854420830e-03,2.658274956e-03,4.477635026e-02,8.168580011e-03,-2.332979441e-02,6.298614666e-03,-3.341881093e-03,-1.654588035e-03,1.428478304e-02,-2.940066159e-02,2.481825463e-02,1.024942752e-02,5.600059871e-03,-5.725721363e-03,-1.273700874e-02,4.194118455e-02,7.661378011e-03,3.899490088e-02,-1.169760525e-02,-7.832535543e-03,4.393830430e-03,-2.232378116e-03,-2.943261759e-03,7.373197004e-03,-2.860400081e-02,-1.457848214e-02,-5.109746940e-03,-6.575773004e-03,2.823731676e-02,3.550315741e-03,1.083983667e-02,1.400494948e-02,-9.469383396e-03,-3.391411155e-02,-9.204453789e-03,1.535445172e-02,-1.752672950e-03,-1.948448271e-02,1.223624870e-02,-1.185865607e-02,-8.982731029e-03,1.430111472e-02,-4.304656759e-03,-1.225913875e-03,1.516867988e-02,-2.617100626e-02,-1.261938643e-02,1.257583033e-02,-9.709239006e-03,-1.724332571e-02,2.613698319e-02,-4.254839569e-02,4.123962019e-03,4.561096430e-02,-3.196792677e-02,-3.799381852e-02,-3.299408406e-02,-2.184860967e-02,-2.005155897e-03,5.971525679e-04,-5.215339828e-03,2.060014755e-03,8.222022094e-03,6.006505340e-03,3.626464680e-02,3.131976584e-03,1.989424974e-02 +biases1 = -6.972270459e-02,5.812088959e-03,-7.352340221e-01,-4.524090290e-01,-5.112133026e-01,-3.743174076e-01,-4.795925226e-03,-4.545942545e-01,-5.890150787e-04,3.437385336e-02,-6.776742637e-03,-3.612405155e-03,-1.981223031e-04,-5.288382769e-01,2.281686058e-03,-2.230102010e-02,-2.343645841e-01,-1.674038358e-02,-1.781225652e-01,-5.637237430e-01,-7.376585901e-02,-3.737529218e-01,-4.590499103e-01,-2.612142637e-02,-1.105924675e-04,-7.689039689e-03,1.917110011e-02,-2.203881042e-03,0.000000000e+00,-7.574905455e-02,-1.037521381e-02,-1.145602949e-02 +weights2 = 1.852660924e-01,-6.156896055e-02,7.866159081e-01,5.425130129e-01,5.672534704e-01,4.137233496e-01,-1.061726082e-02,5.326663852e-01,-6.185625214e-03,-1.030685455e-01,-1.448456012e-02,-1.811701991e-02,-1.271451637e-02,5.107560754e-01,-8.538424969e-02,-9.038139880e-02,3.979023993e-01,-1.126963459e-02,2.599906921e-01,5.787460804e-01,2.538653016e-01,3.518244922e-01,3.956243396e-01,1.742498279e-01,4.304568283e-03,-1.320605166e-02,-9.514501691e-02,-5.701799411e-03,3.396237502e-03,2.364985347e-01,-3.962627798e-02,-1.434697583e-02 +biases2 = -6.957612932e-02 diff --git a/params/D00122.002.txt b/params/D00122.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aa0f9ddc704bd2a90687ad31332d4ff72788638 --- /dev/null +++ b/params/D00122.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 5.138468146e-01,3.913394213e-01,4.126597047e-01,-8.251508348e-07,-8.956524543e-03,2.874527222e-12,7.434320450e-02,5.303002149e-02,-1.669935409e-05,-4.479607940e-01,-9.776818752e-02,2.616540838e-11,5.729942396e-02,-1.021843547e-11,-7.758208085e-06,-1.105760293e-05,-3.335002363e-01,-4.934257865e-01,-4.556205273e-01,-1.516037469e-11,-3.600257635e-01,-2.562128114e-11,-2.928479612e-01,-5.181850195e-01,-5.092505489e-06,-3.925915062e-01,2.195046693e-01,-2.210984651e-12,-1.455828696e-01,1.265462474e-11,1.379009493e-11,1.047769337e-11,-3.161384761e-01,-8.166334033e-02,-4.104837477e-01,-6.493614819e-06,-2.022583634e-01,-1.919927490e-05,-9.851876646e-02,4.359737784e-02,-6.607847949e-12,5.593166351e-01,-2.750081196e-02,-2.325643671e-11,-1.080153957e-01,2.374550730e-11,-1.441090194e-12,2.301840489e-11,-2.252180278e-01,-7.750190049e-02,-2.063922212e-02,-1.405604507e-06,2.851887643e-01,-5.846610293e-06,3.131122887e-02,7.859838195e-03,-3.117011147e-05,-8.847822994e-02,-2.109720930e-02,-5.092453648e-05,2.267896943e-02,-4.098196769e-06,-5.321057870e-06,-1.624223152e-11,-1.632966250e-01,-3.631068468e-01,3.906066716e-02,-3.634662846e-07,1.313255429e-01,-1.125372637e-05,-5.429229736e-01,-1.673561707e-02,3.048503117e-11,-4.659294188e-01,-7.043138146e-01,-2.715691608e-06,2.787703276e-02,-8.583393537e-06,-3.632472499e-06,1.409618255e-11,-8.219099790e-02,-2.732608914e-01,-1.435108781e-01,-2.427140260e-11,-3.388701677e-01,1.660743244e-11,1.232363358e-01,-8.170137554e-02,-1.386434724e-05,-3.459680974e-01,4.336963594e-01,-1.726734380e-11,-1.217780933e-01,1.524183037e-11,-1.427931693e-06,4.177489951e-12,-7.750785444e-03,3.166786730e-01,-1.684686393e-01,6.860961452e-12,-2.209396660e-01,-1.399591019e-05,-4.632758349e-02,-2.886950374e-01,-1.965677802e-05,-4.877704382e-01,4.555304050e-01,3.213207478e-11,-1.461094171e-01,-1.678498139e-11,-7.451232705e-06,-3.027973435e-05,-1.077839658e-01,5.845083669e-02,-2.011529803e-01,-1.558237727e-06,1.424404681e-01,-1.268841976e-11,1.802983135e-01,-2.657660283e-02,-1.066368804e-05,9.299570918e-01,-1.117786542e-01,-5.164015602e-05,6.640315056e-02,-1.649801925e-05,-2.825483424e-11,2.602788471e-11,1.386724710e-01,-4.456002712e-01,1.186347306e-01,-8.263978089e-06,2.010169029e-01,-3.251348289e-06,2.739807665e-01,-3.139551878e-01,1.692863211e-11,8.069899678e-01,-6.294400692e-01,-5.865972525e-06,2.115457803e-01,1.239711992e-06,1.868010087e-11,-9.872892406e-06,5.398599431e-02,-2.324444950e-01,-2.522079349e-01,8.432919293e-12,-3.752935529e-01,-2.975496585e-11,-1.127287820e-01,-4.637209177e-01,-5.773334124e-06,-3.748089969e-01,6.152157784e-01,-1.438693023e-12,-1.805103421e-01,7.058886461e-12,1.301484354e-11,2.808719403e-11,-2.351644039e-01,-3.456054330e-01,-4.235279262e-01,-2.643458402e-06,-9.661684185e-02,5.124975097e-12,9.956428781e-03,3.367352486e-01,-1.400581732e-05,-5.928637981e-01,2.793239653e-01,-3.298691581e-06,-1.368991435e-01,-2.734750160e-05,-1.083412485e-06,-3.474039112e-11,-3.185267448e-01,7.624209523e-01,8.301966637e-02,-2.252700977e-11,-1.514856145e-02,-1.321602031e-05,-4.569143057e-01,2.724453434e-02,-2.145200415e-05,-2.090287209e-01,-1.919608116e-01,-3.732511323e-05,-6.776465476e-02,1.811650309e-11,-1.073069143e-05,-1.106600212e-05,3.323538303e-01,5.982431173e-01,-6.197858453e-01,-5.941561540e-06,-1.828939468e-01,-1.403986411e-12,-2.758426666e-01,-5.310307145e-01,-1.868008985e-05,-1.358149648e-01,-7.607796788e-01,-5.625274753e-06,1.867625676e-02,1.613107816e-05,1.641163008e-12,-1.082015751e-05,-3.372593820e-01,-5.682835579e-01,-6.209964752e-01,2.542626179e-11,-1.620299220e-01,-3.847331755e-06,-3.358041048e-01,-3.442401588e-01,-2.402379164e-11,-8.785314858e-02,6.301260591e-01,-4.102048842e-05,-7.641154528e-02,-1.549309292e-11,1.223535856e-11,-2.803896872e-11,-1.728732437e-01,-2.342344224e-01,7.827746868e-01,-2.323869742e-11,-1.688769609e-01,-1.610998515e-05,4.545817971e-01,-3.527595699e-01,-6.129231224e-06,1.650174111e-01,4.372057319e-01,-1.675202164e-11,-2.714307420e-02,-3.317030496e-05,-2.259203393e-05,-1.029313808e-06,-1.832328588e-01,-5.696083233e-02,-1.605964079e-02,3.006838875e-11,2.277627140e-01,-5.833810064e-06,-1.286225170e-01,8.143364787e-01,-2.086404857e-05,-3.110431731e-01,-2.334012687e-01,2.597615525e-11,-8.873952180e-02,-1.648851685e-05,-3.468962585e-13,2.395826419e-11,-2.724951208e-01,-1.225446239e-01,-7.016924024e-01,-6.146177839e-06,4.018776119e-01,-1.088953240e-06,-5.287771299e-02,5.899516344e-01,-3.014829053e-05,-1.162466314e-02,-2.425119281e-02,-2.492740216e-11,7.995201647e-02,5.896928087e-06,2.604882109e-11,-1.207670509e-11,-3.876263201e-01,-2.528430820e-01,-5.552300811e-01,1.144279289e-11,-3.470292985e-01,-2.207990388e-11,-2.347232848e-01,-4.819105566e-01,2.102042715e-12,6.177524477e-02,2.353649884e-01,-6.804747682e-05,-4.075797275e-02,-3.361979452e-06,-1.822831643e-11,5.886213392e-12,4.892063141e-01,2.523163557e-01,-6.591310501e-01,-8.779336633e-12,-5.033842921e-01,3.836419030e-12,-3.027021587e-01,-4.049704969e-01,-1.947428427e-05,-1.141544804e-01,-2.030488253e-01,1.694673221e-11,-1.039057747e-01,-2.511560524e-05,3.611534682e-11,-1.296015031e-11,-1.900994778e-01,-1.381596625e-01,1.441999555e+00,-2.218318286e-06,1.624779701e-01,1.937017040e-11,3.045927882e-01,-1.167658344e-01,-5.797152688e-12,-3.057027459e-01,6.508594751e-02,-8.034810664e-12,-1.088991538e-01,5.196213251e-12,-1.258235079e-05,-3.766835653e-05,-3.515223265e-01,-1.144479960e-01,1.216163516e+00,-2.600352218e-06,-9.317828715e-02,-1.271448582e-06,3.363279402e-01,-4.811885357e-01,3.283203570e-11,-2.213811129e-02,1.013237517e-02,-1.297075403e-12,-5.500498787e-02,-9.849159142e-06,-1.378664820e-05,-2.567241609e-05,-3.276454508e-01,-1.006485522e-01,-7.053220272e-01,-1.079045707e-11,-2.996803224e-01,-3.295348961e-06,-2.925178707e-01,-3.497334719e-01,-2.038323677e-11,-2.284908295e-01,1.261602640e-01,-4.025082671e-05,-1.318572909e-01,4.342114153e-06,-2.479319007e-11,4.640317644e-12,-5.613682270e-01,-3.596335649e-01,-6.084229946e-01,-2.453940046e-12,-1.383649930e-02,-9.537873666e-06,-3.833575547e-02,7.309210300e-01,-1.946677730e-05,7.060796022e-02,-1.777535677e-01,-1.825055732e-11,4.150177538e-02,-9.999794202e-06,-1.763000336e-11,-6.416134984e-12,8.795213103e-01,3.134820163e-01,-3.764884770e-01,-1.090610414e-11,1.206487343e-01,-3.024106945e-06,-2.911811173e-01,-3.136947751e-01,-1.393276307e-05,-1.896733046e-01,1.145849898e-01,-1.462074397e-05,-2.824886516e-02,-4.769127801e-12,-2.087521345e-12,-1.081183580e-11,9.147120118e-01,-1.028685719e-01,-3.818496168e-01,-4.140049896e-06,3.018274158e-02,-2.367334446e-06,-3.006215692e-01,1.015073210e-01,-1.375975990e-05,-2.129159272e-01,-3.163369298e-01,2.597774773e-11,1.304266751e-01,-4.571356840e-06,2.696732941e-11,2.563068681e-11,-4.805417657e-01,-3.868576288e-01,-4.976260662e-01,-1.948793037e-11,-2.486787885e-01,-5.330029126e-06,-1.054049283e-01,-3.461656570e-01,1.581597808e-12,-2.493923455e-01,2.116399258e-01,-2.297004253e-11,-6.231525540e-02,-3.357214609e-06,-5.962050636e-06,-3.307273801e-06,-4.711974561e-01,-1.279285848e-01,9.309305549e-01,-7.456389540e-06,-2.929650545e-01,-9.500994565e-06,1.057712361e-01,-1.191535816e-01,-1.042463555e-05,2.063363791e-01,-9.691700339e-02,-1.005712354e-11,-2.298684865e-01,2.478687975e-06,-9.307406799e-06,-5.481701919e-06,-3.239900470e-01,3.564138412e-01,-5.255239606e-01,9.786909130e-12,2.254150063e-01,4.926432526e-12,1.456158888e-02,-4.988393560e-02,-1.540519588e-05,-1.137370691e-01,2.747677565e-01,-5.427068390e-05,-1.185355056e-02,1.124196569e-11,-6.513385317e-12,1.337237612e-11,-1.428848356e-01,-3.748780861e-02,-2.012480348e-01,-8.182068086e-06,1.015957445e-01,-1.246154443e-05,-1.319540739e-01,-1.301495433e-01,-1.189605700e-05,-5.260818824e-02,-5.444841832e-02,-1.573816598e-11,-1.728305779e-02,2.378258701e-11,-5.817086276e-06,-1.401447935e-05,-5.189263225e-01,-3.303318918e-01,-4.196284711e-01,2.665421920e-12,-2.683902979e-01,-7.499374988e-06,-1.070118397e-01,-2.771134377e-01,1.320989759e-11,1.235716864e-01,4.951059818e-02,-3.718452717e-05,-1.100554466e-01,-2.491759923e-11,-2.471750062e-11,-2.531484224e-11,6.517786980e-01,1.152792647e-01,9.641274810e-03,-5.291579441e-07,-2.984359860e-01,1.486798358e-11,-6.832673401e-02,1.437632460e-02,-1.416088253e-05,-3.664892316e-01,-1.213183906e-02,-1.311517735e-05,-1.334120631e-01,2.875598891e-11,-8.552046224e-12,-1.244193982e-06,-3.509848416e-01,-8.711856790e-03,1.371526867e-01,-2.004412435e-11,1.791800261e-01,2.675937380e-12,2.157886140e-02,-2.081294172e-02,-6.758741620e-06,-7.417269796e-02,9.021267295e-02,1.481618821e-11,8.713510633e-02,-1.587814222e-05,-7.720528629e-06,1.879350148e-11,-1.553206425e-02,-2.210318446e-01,-3.254535794e-01,-4.132432878e-06,1.089208201e-01,-6.282424234e-12,6.479282398e-03,-4.187844992e-01,-2.283028107e-11,2.190855592e-01,3.809495568e-01,7.062040189e-12,-1.217375398e-01,-1.132348555e-11,2.914568109e-12,-5.947409591e-06,-1.604069769e-01,-4.143381119e-02,-2.429734170e-01,-2.114682734e-11,-3.382681310e-01,9.323158565e-12,6.977728754e-02,-1.046786457e-01,8.134867779e-12,1.766012907e-01,2.864498645e-02,-4.124834231e-05,1.685180701e-02,-1.558054464e-05,-2.145186272e-06,-1.058651257e-11,-2.866249681e-01,1.300446242e-01,-2.774442732e-01,-2.620037094e-06,6.077364087e-02,-2.475913061e-05,-2.616580389e-02,-4.918729663e-01,-8.269255886e-06,-2.570783496e-01,-4.991004765e-01,-1.633511208e-11,-4.973045434e-04,-3.025690830e-06,-1.163319666e-05,-4.193361747e-06,1.015295759e-01,-1.288217902e-01,3.717862368e-01,-2.045242695e-07,-1.174705550e-01,-4.393323252e-06,-3.357902169e-01,6.016496420e-01,-2.189927545e-05,-5.083261132e-01,1.626354307e-01,-1.321512173e-05,-6.822413951e-02,1.825499994e-11,3.181164707e-11,-5.177969165e-12,-2.639971673e-01,1.521858424e-01,3.280418217e-01,-4.315908882e-06,-3.068419993e-01,-3.662304516e-05,-2.846218050e-01,4.480213821e-01,-1.934902585e-11,-1.981905252e-01,2.940824628e-01,-5.784883251e-05,-4.397621378e-02,3.929480954e-06,-1.036603615e-11,1.607407783e-11,-2.777174115e-01,-3.338204622e-01,-5.043249726e-01,1.134079289e-11,-1.600032449e-01,3.050150063e-11,-2.484866045e-02,-5.370018482e-01,-1.521868171e-06,-2.248411067e-02,7.684743404e-02,2.307135386e-11,-1.541263163e-01,-1.360162150e-05,-3.350814201e-12,2.012636932e-11,2.900115550e-01,2.824700773e-01,-2.807949185e-01,-3.164791906e-06,2.207428515e-01,-5.859335586e-12,3.020993769e-01,-6.579051018e-01,-1.754297045e-05,1.008725613e-01,-5.656716228e-01,-1.539159484e-06,1.942264289e-01,-1.640365008e-05,-2.539032721e-05,-1.751235868e-05,-1.093235612e-01,-3.620935082e-01,-1.699988171e-02,2.331724223e-11,-3.993152454e-02,1.448836363e-11,-2.783208191e-01,3.331723213e-01,2.517687274e-11,-2.499076128e-01,2.678673565e-01,-3.634809684e-12,-1.697235107e-01,9.266030651e-12,-2.047460465e-11,-8.016754691e-06,-1.194109842e-01,-3.272256851e-01,-4.772652984e-01,-6.325116374e-06,3.740438223e-01,-3.003673191e-05,-4.263302684e-01,-1.599222124e-01,-7.154777450e-06,3.038256988e-02,2.407401353e-01,-5.642093311e-05,-1.934568137e-01,-1.113569579e-05,-1.273807175e-05,-2.890651012e-05,-1.064599678e-01,-2.137280256e-01,-2.061215788e-01,-2.147270556e-11,-2.601257265e-01,2.897872491e-06,-2.731970847e-01,-3.668783307e-01,-7.246470785e-12,-1.820451766e-02,-2.231261879e-01,1.715489209e-11,-1.548535526e-01,-1.935144536e-12,-3.940756869e-06,9.869604049e-13,-1.869907975e-01,5.747497827e-02,2.105468661e-01,-4.450967936e-06,-3.289282918e-01,-8.253025044e-06,5.588330626e-01,4.150610864e-01,-1.885389065e-05,-1.008869112e-01,-3.702142239e-01,1.488271659e-11,-1.350470036e-01,-1.267726028e-11,-1.317215492e-06,-1.269438894e-11,5.184354633e-02,2.222377211e-01,-1.231789473e-03,-2.508144235e-06,-7.103424519e-02,3.250012889e-12,-1.449965090e-01,-3.019422889e-01,-1.626391531e-05,-2.809881270e-01,4.257354438e-01,2.119932875e-11,3.097609580e-01,-1.055082748e-06,2.391247443e-11,2.327150842e-12,2.551006079e-01,2.129054815e-01,1.617415547e-01,4.826644293e-12,-2.587838471e-01,2.473667972e-11,-4.734945297e-01,-2.376795560e-01,-1.402418275e-05,-4.388284981e-01,9.198447466e-01,-7.375334610e-13,2.792992592e-01,7.268272384e-06,-5.172312740e-06,-1.791685827e-05,-2.954764664e-01,-5.405228734e-01,-2.921850979e-01,-1.248613192e-11,4.980439320e-02,2.098554490e-11,6.652514637e-02,-1.611911356e-01,-2.566030389e-06,2.171212435e-01,-2.957124412e-01,-2.356141150e-11,-1.450569481e-01,-9.372318345e-06,-8.693707104e-13,-7.884207176e-12,-1.182893813e-01,-2.457502931e-01,-3.804438412e-01,2.168424121e-11,-1.294420511e-01,-7.529752863e-12,6.368695498e-01,-5.774342455e-03,-7.681980605e-06,2.171927094e-01,-8.950408697e-01,-4.323390385e-05,-1.615868360e-01,-1.044678629e-05,-9.981104485e-12,-2.603409675e-11,-2.023530751e-01,3.121279478e-01,3.681278601e-02,-2.326161621e-06,5.239111185e-02,-2.971846334e-05,-5.156161189e-01,-9.059418924e-03,-1.035636706e-05,-3.652026951e-01,3.440516591e-01,-2.144880280e-11,-1.462583393e-01,-7.283401828e-06,-1.377073113e-05,4.777019058e-12,-1.204184964e-01,1.282767951e-02,2.005382478e-01,-6.763466445e-06,-3.265011013e-01,-3.145031224e-05,-8.488644361e-01,2.234529406e-01,-2.993990165e-06,-7.050592899e-01,-2.100633224e-03,6.218988866e-12,-1.220965236e-01,-8.510785392e-07,-1.692377191e-05,-1.079239155e-05,-4.205462933e-01,-2.520895600e-01,-3.356667459e-01,1.652949652e-11,-2.276284695e-01,-1.047864771e-06,3.506304920e-01,-3.147156239e-01,-2.531183327e-06,7.441726327e-01,6.444041133e-01,3.048904091e-06,-1.688569635e-01,-2.375302906e-11,1.990982379e-11,2.769342264e-12,-1.264804900e-01,1.172868237e-01,-4.130744189e-02,-6.702576684e-06,4.363717139e-01,2.572939951e-11,6.206599474e-01,-2.995626032e-01,-1.123105358e-05,-5.432156473e-02,-3.105804920e-01,-7.592240081e-08,3.338010907e-01,-1.420603803e-05,-3.775953508e-12,3.479413285e-11,3.064300418e-01,-1.392627954e-01,-2.976396978e-01,1.918619430e-11,-1.682781130e-01,-2.484863227e-12,-4.081362486e-01,-2.288286574e-02,-1.040129246e-05,-3.545067310e-01,-2.585606873e-01,-5.905469880e-05,-2.164485902e-01,2.474851747e-11,-9.130791609e-12,-2.476547092e-11,1.607031077e-01,-1.229050532e-01,-4.538696110e-01,-2.799379445e-06,-2.320617437e-01,-8.234708275e-07,-8.383501172e-01,2.950435691e-02,-5.012634574e-06,-4.340978563e-01,-2.036417574e-01,-4.539745350e-05,2.761627436e-01,-2.442523614e-11,8.143192609e-13,-4.682393410e-06,-4.090438485e-01,-2.264636755e-01,-4.591790959e-02,3.766284160e-12,-2.715316117e-01,-4.131327225e-12,6.070995331e-01,-3.077049553e-01,-1.073782209e-11,4.599891603e-01,-6.725714803e-01,-1.881431642e-11,-1.909207851e-01,9.892199159e-06,-6.906106004e-13,-2.369178291e-11,-4.107243121e-01,9.359697253e-02,8.387378603e-02,-1.542807240e-06,-4.550580382e-01,-3.471674790e-05,6.239812970e-01,-8.408993483e-02,-1.756337952e-05,-3.507806063e-01,2.695840299e-01,-1.119802073e-05,-6.722087413e-02,-2.042890446e-05,-8.046442417e-06,-1.835643616e-06,2.980451286e-01,-5.457365420e-03,-5.815609917e-02,-2.331146561e-06,6.726227403e-01,-1.909771820e-11,-6.784296036e-01,-5.139385909e-02,-1.823884850e-05,-4.482313991e-02,6.797710657e-01,-9.746270280e-08,-1.916292608e-01,-1.220447666e-05,-7.948771781e-06,6.178344295e-12,-7.775337901e-03,-2.653312981e-01,-1.111063734e-01,-5.482584129e-06,7.226566672e-01,-1.734746911e-05,-7.304216623e-01,-5.039760098e-02,-1.458679526e-05,-3.380024135e-01,7.162773609e-01,-1.140901436e-11,-8.715074509e-02,-3.325473017e-06,-9.897928066e-06,-2.109468187e-05,-4.372940660e-01,-2.543249284e-04,-3.844910860e-01,7.085032214e-12,-4.269504547e-01,2.036487645e-11,3.923314810e-01,-2.974099517e-01,2.135803860e-11,1.760021597e-02,-1.310828477e-01,1.055185626e-11,-6.638203561e-02,6.504691186e-08,-1.893993469e-11,2.271488336e-12,2.268615961e-01,5.951003432e-01,-2.648903616e-02,1.121232794e-11,-4.340186715e-01,8.045942385e-12,1.033677310e-01,-7.059662044e-02,-1.181374273e-06,9.762562811e-02,4.100733101e-01,-5.570701614e-05,5.922793411e-03,-7.227334208e-06,-4.824399184e-06,4.097283277e-12,-1.428249180e-01,-5.907575488e-01,4.802804068e-02,-3.131574431e-06,-1.477142423e-01,-1.514155656e-06,-5.098068714e-02,4.709077999e-03,-1.712544508e-05,-1.469428688e-01,-9.221268296e-01,-1.919251216e-11,-2.600332536e-02,-2.980862519e-06,-1.915145276e-06,-1.078006608e-11,-7.245471328e-02,-4.520523548e-01,1.399683803e-01,-2.755599780e-06,-1.838217229e-01,-7.248497241e-06,-4.276760519e-01,-2.781726718e-01,-1.017479462e-05,-5.118341446e-01,7.056740522e-01,2.345191402e-11,-1.957081407e-01,-6.788752216e-06,-1.300408912e-11,1.396809925e-11,-4.298970401e-01,5.741421878e-02,-6.050378084e-01,-4.247784416e-12,-3.907670379e-01,1.244816576e-11,1.597205102e-01,-4.479225278e-01,-3.727119308e-12,1.083551124e-01,-4.690053463e-01,-5.019735909e-05,-6.806526333e-02,-1.283982382e-11,3.140085761e-11,-8.985315617e-06,-5.368944257e-02,3.581699729e-01,-5.746503919e-02,-1.869448852e-06,5.299178362e-01,-4.155499482e-07,2.522814870e-01,6.655129790e-02,-4.024474038e-06,1.262766272e-01,-1.960547417e-01,-1.118606997e-05,8.547209203e-02,-2.111584518e-11,-9.446352124e-06,-1.172257271e-06,1.950172335e-01,-2.247705609e-01,4.845760390e-02,-2.537743453e-11,-2.413810045e-01,-7.415240361e-06,-2.700220644e-01,2.458239943e-01,-6.815501365e-06,-9.251206368e-02,3.254171088e-02,-6.868653216e-12,4.701857921e-03,-1.863115218e-11,-9.980811228e-06,-1.204006821e-06 +thresholds = -1.444141507e+00,-1.045003414e+00,-1.896354795e+00,-1.670840429e-04,-1.144210458e+00,-2.045336732e-04,-1.142854214e+00,-1.654854655e+00,-2.783003729e-04,-1.478899360e+00,2.925721705e-01,-3.045815392e-04,-6.944724917e-01,-1.447133545e-04,-1.875897869e-04,-1.551847818e-04 +weights1 = 4.326036572e-01,-8.612898737e-02,2.469201199e-08,2.551158071e-01,2.779973745e-01,2.135256678e-01,-7.565663755e-02,2.553900182e-01,-1.021145210e-01,2.618354857e-01,-5.353214760e-07,1.593820937e-02,1.496765111e-02,3.063340485e-01,-2.129542991e-04,-7.382744807e-04,8.466881951e-08,1.214384567e-03,-1.241905391e-01,1.570385322e-02,4.024153948e-01,-2.776741795e-02,-1.403465122e-01,-8.823692799e-02,1.983547211e-01,3.230027854e-01,-6.598687374e-09,1.618895084e-01,3.351998925e-01,4.263091087e-01,-8.521958441e-02,2.844716311e-01,3.248175979e-02,-3.041165837e-05,-1.034138165e-02,2.133724513e-03,3.980228677e-02,4.528275877e-02,-8.155063551e-05,3.294831840e-03,6.813297659e-06,3.088622540e-02,-2.070287615e-02,-1.202062549e-06,1.279577147e-02,4.824864864e-02,-9.481520392e-03,-2.431851253e-02,1.851492189e-02,5.496073142e-02,-4.458520925e-05,2.046469262e-06,8.269523084e-02,1.884825760e-04,-1.195937209e-02,-1.956196129e-02,-5.398438312e-03,1.264754031e-02,-3.308852925e-08,1.938112825e-02,4.996327683e-02,8.183845133e-02,4.160770914e-06,3.707888769e-03,2.689203322e-01,-8.750733733e-02,1.909188868e-04,2.388466597e-01,3.691281080e-01,3.235497177e-01,-9.788236767e-02,3.493493199e-01,-1.499296129e-01,3.987818062e-01,1.713384315e-02,2.222951967e-03,-1.268894528e-03,1.193587705e-01,8.785277168e-05,9.424764663e-03,3.465057234e-04,-1.112020202e-02,-1.579336822e-01,6.216791458e-03,2.130755186e-01,2.883813188e-08,-1.481656134e-01,-1.109946147e-01,1.716053337e-01,1.117663644e-02,-3.702029213e-02,3.254801333e-01,1.387846023e-01,2.830726504e-01,-8.747263253e-02,3.747894168e-01,3.698999807e-02,3.166746637e-06,-5.734581500e-03,3.634143155e-03,6.659807265e-02,3.687618673e-02,-1.398358581e-04,4.440731835e-03,1.832145639e-02,4.603320360e-02,5.727999378e-04,4.237086614e-05,2.640803487e-08,1.837297156e-02,-7.094646293e-08,3.713791557e-06,-1.818370819e-02,-5.681357346e-03,1.822644549e-06,1.214317791e-02,5.559108406e-02,-2.731116133e-08,-1.001664717e-02,-5.500758067e-03,3.765795846e-03,5.419232696e-02,-1.156776212e-02,5.712503567e-02,3.522123769e-02,7.894207537e-02,2.207407914e-02,1.293207798e-02,3.384063542e-01,-1.203526035e-01,8.301784284e-03,3.615460694e-01,3.797614276e-01,1.849467903e-01,-1.149841845e-01,3.737089634e-01,-1.351492405e-01,4.580286741e-01,6.268121768e-03,2.801806480e-02,6.694964213e-06,2.428394854e-01,-4.077200219e-02,-2.197184134e-03,-4.622516826e-06,2.182600101e-09,-1.442743838e-01,-1.931547886e-04,3.629422188e-01,2.838978475e-08,-1.850817204e-01,-1.386318058e-01,1.945324987e-01,2.864404619e-01,-9.488657859e-09,2.734854519e-01,3.690519929e-01,4.242622554e-01,-1.215308905e-01,3.758551776e-01,2.885422483e-02,-2.848967910e-02,-5.601775832e-03,4.207640514e-02,7.780561596e-02,1.238707528e-01,-1.498990227e-02,4.311149195e-02,8.383172564e-03,9.939479828e-02,1.177379861e-02,2.480584590e-05,2.193672621e-08,6.230558082e-02,1.616008393e-02,3.929699305e-03,5.908019407e-09,2.113376318e-08,9.083858458e-04,-2.806812383e-08,1.130480915e-01,6.951798219e-03,-1.237321738e-02,-2.965825237e-02,3.878729651e-03,4.804226384e-02,1.025041474e-08,2.114171535e-02,1.331468374e-01,8.183848113e-02,9.673100067e-06,1.101043262e-02,-3.261627057e-08,-3.240639401e-08,-2.026331636e-08,-1.807180961e-04,2.054694725e-08,-1.601958647e-02,-3.347491100e-02,4.518183161e-08,1.373106055e-02,-8.380987460e-09,-3.465387621e-08,1.665996230e-08,1.362792775e-02,3.642887236e-08,-1.156857423e-02,5.096474662e-03,-7.736641914e-03,1.878292544e-08,-1.722605899e-03,-2.274410985e-02,-1.279185899e-02,2.138236538e-03,-1.338370748e-08,-5.467240438e-09,1.687776484e-02,-2.658196507e-08,1.297922619e-02,-9.555192664e-03,3.221970424e-02,-2.804448229e-08,-1.595422626e-03,4.576141015e-03,2.525009215e-03,6.986690685e-03,1.915501890e-08,3.675821958e-08,-2.571102418e-02,1.227327436e-02,6.164953113e-03,-3.022825013e-08,5.559524149e-02,2.081556804e-02,1.852023229e-02,1.893069223e-02,-2.617462913e-09,-1.132024825e-02,-8.770115674e-03,-4.675049707e-02,-1.719969884e-02,-5.803884414e-05,2.960403636e-02,-3.472637999e-08,-9.344545582e-09,-3.874127567e-02,5.302895456e-09,-3.321866515e-08,-1.620488428e-02,-2.387698572e-08,6.653197110e-03,-5.897557363e-03,1.146940142e-02,9.248174671e-09,1.579300500e-02,-7.531721145e-03,3.328383267e-01,-6.181866303e-02,1.534467470e-02,2.709509730e-01,2.620083392e-01,1.925660968e-01,-6.318149716e-02,2.473495752e-01,-6.283539534e-02,4.059693515e-01,1.340210698e-08,8.333154954e-03,1.118520504e-05,3.686512709e-01,-1.055675893e-04,-2.963454972e-05,-2.506758273e-02,1.605095079e-08,-1.248017326e-01,-9.958925511e-05,3.111692667e-01,-1.513779908e-02,-3.753870726e-02,-5.412285775e-02,1.396588087e-01,3.106439710e-01,-1.131012756e-02,2.723977268e-01,3.341569602e-01,2.640594244e-01,-4.970556498e-02,2.278880775e-01,7.818510756e-03,-7.950630039e-03,1.736107613e-08,3.052142449e-02,2.987661585e-02,4.142432474e-03,-1.434851205e-03,3.531627730e-02,-1.812872028e-06,1.754301251e-03,-3.179534858e-08,6.145033520e-03,-9.845806286e-03,2.963160537e-02,-2.504035557e-08,-1.247903203e-08,-4.935668316e-03,-3.038908458e-09,-2.111668073e-05,2.036945945e-09,5.881591141e-02,-1.372035019e-08,6.543139989e-06,-3.181958164e-06,1.180093642e-02,5.001789704e-02,-3.263451625e-03,3.761669621e-02,4.631269723e-02,3.926542774e-02,-2.131401375e-02,1.208965667e-02,-3.079930320e-03,3.716479987e-03,4.968186840e-03,-2.068230696e-02,-2.413331158e-02,-2.766335383e-03,1.503640972e-02,3.502565349e-08,-5.112707615e-03,1.883539930e-02,-1.407213812e-08,2.441122149e-08,-1.022954965e-08,-7.105072960e-03,2.324189197e-08,-2.998568149e-08,-2.999374260e-08,6.603559479e-03,-9.880799800e-03,2.933531817e-08,-1.699932106e-08,1.227380522e-02,1.633326709e-02,-7.120237289e-09,-1.086451672e-02,-3.662214354e-08,-1.059185155e-02,-8.924156427e-03,3.870623644e-08,-1.631085575e-02,5.501795560e-03,-3.606849575e-08,2.151865353e-08,-5.042834207e-03,-1.028451324e-02,1.227769256e-02,-3.550200844e-08,4.463619262e-04,2.199220471e-02,3.218821476e-08,3.401646391e-03,-1.048756193e-08,-3.265241161e-02,1.241242442e-09,-2.028086676e-08,-2.382274717e-02,3.544855431e-08,3.981205143e-09,2.568703517e-02,2.335108072e-02,2.050379599e-08,-2.496599965e-02,6.030224264e-03,4.796714638e-04,-2.124881931e-02,-2.311725169e-02,2.151056888e-09,-3.078535956e-04,4.257098585e-02,2.693557732e-08,-2.656673104e-08,1.195380772e-08,-1.507903449e-02,1.126916148e-03,4.102665782e-01,-1.856503934e-01,-6.513789762e-03,2.488287538e-01,3.002597988e-01,2.755612731e-01,-8.973813802e-02,2.216779441e-01,-1.090221405e-01,3.510514498e-01,-1.371085085e-02,8.055567741e-03,-3.645315021e-02,3.057003319e-01,1.900759642e-03,-5.294237053e-04,-2.927584760e-02,-3.117727232e-08,-1.012566686e-01,-5.851302762e-03,2.826914787e-01,-4.479896743e-03,-1.350930333e-01,-1.299880743e-01,1.476428956e-01,2.276786566e-01,6.701055266e-09,2.958799005e-01,3.500744402e-01,2.287103981e-01,-1.382618099e-01,2.365368009e-01,1.235693768e-01,-4.045009613e-02,-4.234984985e-08,7.531688362e-02,6.428506225e-02,8.080475777e-02,-2.203794941e-02,3.456308693e-02,-1.862015575e-02,6.612553447e-02,-5.197063461e-02,-1.912202242e-05,-9.387464139e-09,2.795987763e-02,1.970417984e-02,-1.143084373e-02,2.782789776e-09,-2.708046454e-09,-1.500296686e-02,-2.298183510e-08,7.816293091e-02,-1.384723093e-02,-1.908378303e-02,-2.275608480e-02,1.653351821e-02,7.918442041e-02,3.005971649e-08,2.757304907e-02,8.967912942e-02,8.742044121e-02,-1.401314698e-02,4.387188703e-02,3.171064854e-01,-8.545642346e-02,2.355016093e-08,3.711689413e-01,2.026775628e-01,2.783288360e-01,-7.634420693e-02,2.948969603e-01,-7.068699598e-02,3.959220350e-01,6.808337782e-10,4.379850999e-02,-1.164418180e-02,1.286862791e-01,-4.310530130e-05,1.046009827e-02,-1.070671249e-03,2.409342770e-08,-6.922309846e-02,-8.618435095e-05,2.959189415e-01,-3.470880445e-03,-7.505673915e-02,-6.388050318e-02,9.893560410e-02,1.280644387e-01,-1.314080178e-09,2.348301411e-01,3.291588724e-01,2.831012011e-01,-6.775117666e-02,3.595551848e-01,1.617902308e-03,-8.616589912e-05,-8.856714703e-03,8.512346074e-03,1.240233053e-02,8.269192651e-03,-1.346693898e-05,2.869567834e-03,-4.123330489e-02,1.909812563e-03,-1.693688745e-08,8.121971405e-06,-1.193619426e-02,1.581154391e-02,6.014101207e-03,-2.919780090e-02,-8.788596839e-03,7.733516395e-04,1.020649433e-04,6.758353432e-09,2.242772374e-03,-3.777498379e-02,-2.138295583e-02,3.515145183e-02,2.170596039e-03,3.073727526e-02,1.268272865e-08,1.024545263e-02,2.325165085e-02,1.157065388e-02,6.391671952e-03,4.216850922e-02,3.353854794e-08,1.250557080e-08,-8.020987734e-04,1.591108045e-08,2.882471308e-03,5.763006210e-02,9.018382058e-03,1.437422819e-03,-3.292916343e-03,-9.392658249e-03,3.612776846e-02,-3.142418237e-08,3.131393343e-02,3.523367643e-02,4.683179781e-03,-3.322692937e-04,-1.563949859e-08,7.197637111e-03,3.363243550e-08,-2.195305750e-02,-4.902130365e-02,-3.118642011e-09,-3.190835938e-03,-7.711601444e-03,-1.289855600e-08,6.741589065e-09,-3.155671280e-08,1.790471593e-08,-1.877494942e-04,-2.658600273e-08,1.193417609e-02,-8.657402795e-09,1.503934897e-02,-4.812920466e-03,2.286303788e-03,-9.961626492e-03,1.266009786e-08,4.350288307e-08,2.970177526e-08,1.454377547e-02,-1.176954992e-02,1.634698734e-02,-3.240985051e-02,-2.044876665e-02,-3.430015028e-08,-8.838310838e-03,-1.163521968e-02,-5.760613829e-03,2.863797545e-02,2.080559358e-02,7.930952783e-09,-3.124779768e-09,-4.374653101e-03,3.130569226e-08,-4.957466260e-08,-7.285023108e-03,-1.146353013e-09,-6.524616847e-09,8.748602731e-09,-3.879394382e-02,3.463626941e-09,-4.657877982e-02,7.144037168e-03,2.645824115e-10,2.831410468e-01,-5.384575948e-02,-2.611551061e-02,3.044492602e-01,2.512391508e-01,2.304790169e-01,3.090929985e-02,2.008700967e-01,1.954321004e-02,3.694106638e-01,-1.778297313e-02,3.388076648e-02,-8.922063746e-03,2.517344952e-01,9.033759125e-03,-1.070988271e-02,1.127219200e-02,-5.120194824e-10,2.913738787e-02,-9.688414866e-05,4.747050107e-01,6.543525960e-03,-2.892844379e-02,-2.027263492e-02,6.619914621e-02,3.066726327e-01,-1.408748229e-08,1.209242716e-01,2.199423462e-01,3.715898395e-01,-2.962024324e-02,1.411443800e-01,3.914532810e-02,-5.095351298e-05,-2.711527422e-02,1.212802622e-02,4.543540534e-03,4.471661523e-02,-5.336203321e-05,7.516525802e-04,-3.225807404e-06,5.614656955e-03,3.543806449e-02,2.607953735e-02,-7.800724823e-03,-5.725944415e-03,1.566158758e-08,2.425694279e-02,8.293723930e-09,3.808275796e-04,1.023476852e-05,1.349135825e-08,2.154868096e-02,4.262311037e-08,-1.340494782e-05,-7.503716915e-05,-1.007709579e-04,1.249961788e-03,3.043448160e-08,-9.764936112e-05,5.370473955e-03,9.985022247e-03,-3.291348094e-06,-2.653627307e-04,-4.097726643e-01,5.059668049e-02,-1.340395119e-02,-3.224428594e-01,-4.876814485e-01,-5.618057251e-01,5.026384816e-02,-2.750531435e-01,4.908677563e-02,-5.172173977e-01,-1.502075326e-02,-1.896394975e-02,-5.782079883e-03,-4.876670837e-01,5.016727839e-03,-3.299441421e-03,-3.236462129e-03,2.728513415e-08,3.725570068e-02,-9.354712442e-03,-6.882704496e-01,-1.526092528e-03,3.215565905e-02,4.975611344e-02,-9.044317901e-02,-7.653716803e-01,-2.166973045e-09,-2.041792274e-01,-8.510091305e-01,-8.818424344e-01,5.084456876e-02,-2.950932980e-01,1.274585128e-01,2.120976597e-01,-1.442675292e-02,1.817730665e-01,1.176287308e-01,2.262451351e-01,1.275583655e-01,7.133346796e-02,1.641738415e-01,3.394896388e-01,2.404867671e-02,1.312638924e-04,-2.356784989e-06,2.071722597e-01,1.290649059e-03,-1.778826863e-02,-1.763978162e-06,2.976072899e-08,2.479896396e-01,-3.713559825e-03,1.182873994e-01,-5.344149567e-09,2.560622990e-01,2.019777149e-01,-1.474894118e-02,1.667466611e-01,-4.000499845e-03,1.495258510e-02,1.371741146e-01,1.613937318e-01,1.947361827e-01,7.637702674e-02,-2.734743632e-08,5.797538906e-04,8.418252692e-04,-1.425189478e-08,9.298855908e-09,-2.745148353e-02,-2.795055509e-02,-1.544585793e-08,2.043701708e-03,-3.253846259e-08,-3.569263995e-08,1.456904908e-08,-2.706989879e-03,-3.565888917e-08,-2.560938839e-08,2.477763779e-02,6.774458772e-09,-3.309293464e-02,2.318185643e-08,2.389486507e-02,-5.819968879e-03,-2.871976979e-02,-3.012146801e-03,1.070108535e-08,-3.496554157e-08,-1.201307587e-02,1.285602291e-08,1.912255399e-02,6.058434024e-03,-5.066015571e-02,1.644602977e-02,1.047800481e-02,-7.091086358e-03,-5.673119426e-02,2.682908997e-02,-1.257159976e-08,1.172789373e-03,-1.849253662e-02,1.005041295e-08,-1.501714624e-02,1.494468904e-08,7.299920224e-09,-1.042944845e-02,1.179523057e-08,-8.566694334e-03,3.557918049e-08,2.514670044e-02,-3.042479232e-02,-3.116985781e-08,2.527430532e-08,-1.639670506e-02,-2.153857984e-02,-8.418291807e-03,3.252065994e-08,-1.964724623e-02,4.861386493e-03,3.305717255e-09,2.217362827e-08,1.023683582e-09,2.120490372e-02,3.028462814e-08,-3.377733380e-02,-6.547094533e-10,1.730759814e-02,1.991052330e-01,-3.574294224e-02,6.880492438e-03,1.934348494e-01,1.349424720e-01,1.554519683e-01,-3.541679308e-02,1.439228207e-01,-4.931833595e-02,1.799004078e-01,-4.124293569e-03,4.834219813e-03,-9.292438626e-03,1.205359250e-01,-3.803022578e-02,-3.480845690e-02,-1.540088560e-02,-7.865822874e-03,-5.238794535e-02,-2.133746445e-02,1.274896860e-01,-1.681464967e-09,-3.904704750e-02,-4.702803493e-02,1.172889844e-01,1.909229755e-01,3.606768928e-08,1.710693091e-01,1.999593824e-01,1.642495841e-01,-3.747893870e-02,1.578516811e-01,2.695625182e-03,9.153829888e-03,2.188765436e-08,2.034509555e-03,4.130485104e-05,-5.493116532e-06,-1.441883110e-02,2.597387902e-05,4.056798897e-09,6.973026902e-04,-7.701444440e-03,-1.628246531e-02,-2.505773367e-08,1.434228849e-02,2.098640613e-02,1.612785461e-08,1.770045088e-08,-1.952369697e-03,1.076381722e-07,2.257773168e-08,4.960462320e-05,-3.389684311e-09,-6.440850906e-03,-1.569567765e-08,-1.083628461e-02,-7.690875464e-06,-3.404119238e-02,2.300546505e-02,4.790867493e-02,2.508949256e-03,-6.908680739e-09,1.512737435e-05,-2.463003490e-08,7.622065023e-03,8.990295730e-10,6.398921837e-09,-2.892222284e-08,-2.618641593e-03,-1.237226650e-02,-5.303472281e-03,-2.063650638e-02,5.421808336e-09,-7.738733664e-03,-1.659018360e-02,2.509981911e-08,-5.872780457e-03,-2.829674631e-03,-8.971208706e-03,3.474613308e-08,-3.471659496e-03,-8.588708937e-03,-2.513738728e-08,4.051170421e-08,-3.558550030e-03,2.155783996e-08,-3.228436896e-08,-4.482587799e-03,-3.573756757e-08,-3.608206356e-08,3.098195478e-08,7.671348751e-03,4.144089960e-09,-1.363914646e-02,-9.303465486e-03,1.650841908e-09,-2.654384449e-02,3.997806974e-09,6.296806037e-03,7.412831682e-09,-3.546275096e-08,-2.094626161e-08,1.591481613e-08,-9.916529059e-03,2.881432337e-08,3.295643936e-08,-2.511536144e-02,3.365302348e-08,-6.927555427e-03,5.095561966e-03,9.595451877e-03,5.410922691e-03,-1.030894928e-03,1.688701445e-08,4.425938371e-08,9.438354986e-09,8.158321130e-09,2.921511566e-08,-4.560753005e-04,8.930401877e-03,-1.247492264e-06,6.528330967e-03,-1.590556842e-08,-1.329735166e-08,-1.836603936e-08,1.393603161e-02,-2.776572394e-08,-7.203097230e-09,1.327710120e-08,8.874446154e-03,1.493433490e-02,-1.065086419e-08,8.902233094e-04,1.250389963e-02,-7.694534957e-03,2.323717810e-02,3.718157765e-03,-2.990695275e-02,-1.097143043e-09,-1.395943546e-04,-3.978177343e-09,7.239559665e-03,-3.223614767e-03,-2.983437497e-08,-1.303767040e-02,-3.318157047e-02,3.544322880e-08,1.354781443e-08,-1.071397859e-09,-2.972247452e-02,2.527132104e-08,4.144171228e-08,9.300841874e-09,3.072925843e-02,1.697745174e-03,-2.089235096e-08,-9.051734582e-03,1.034466550e-02,5.986374507e-09,1.263527386e-02,1.765877753e-02,-1.123134419e-02,-1.229477586e-08,-3.450539410e-08,2.824119072e-08,3.193338571e-08,-1.427783847e-08,-2.591461090e-08,3.049885677e-08,3.976866836e-08,-3.677768633e-03,1.113658765e-08,1.486016065e-02,1.217751764e-03,-6.349092349e-03,-2.858766024e-08,-5.102287978e-04,1.288056506e-08,-1.535615325e-02,3.338795196e-08,-1.035695150e-02,8.819772468e-09,3.934023951e-08,2.339378558e-02,-1.198792088e-08,2.762282070e-10,7.606958970e-04,-3.452540562e-02,3.654866276e-08,-2.597568383e-08,-3.598144005e-08,2.897400036e-02,-1.305090702e-08,-2.929387800e-02,-2.599913068e-02,-5.174547434e-02,1.024801098e-02,3.643223678e-08,2.271176316e-02,-3.576966634e-08,-4.455709135e-09,2.188429423e-02,-1.005795226e-02,-3.227831330e-03,-8.913219496e-09,-2.115213685e-02,-3.259119907e-08,3.205035526e-08,1.742756926e-02,-1.785314119e-08,2.601666935e-02,6.783687834e-09,4.956361099e-09,2.560241263e-08,6.696800003e-09,-5.365277082e-02,2.127277732e-08,8.198026568e-03,2.077145875e-02,-1.569269784e-02,-1.714220643e-02,3.957820027e-08,-4.055682570e-03,-1.689694077e-02,-5.741121247e-03,1.741049055e-04,1.113855230e-08,6.084581837e-03,-4.537694220e-09,-3.923133463e-08,-3.007235937e-02,-3.513258306e-08,-1.031859778e-02,9.328963235e-03,-1.999814181e-08,2.942893654e-03,2.388405740e-08,3.700531082e-08,-8.760898673e-09,-7.833927870e-03,-2.906989306e-02,-1.178304654e-08,-9.039165452e-04,-1.746910705e-08,1.957420632e-02,-2.592870407e-02,1.345815323e-02,-3.628719598e-03,-1.060908288e-02,-2.243883908e-03,-1.954356144e-08,1.616316289e-02,-1.507732073e-08,-2.881260298e-04,-1.197811216e-02 +biases1 = -2.527948320e-01,5.086448416e-02,-1.360305701e-03,-2.308984697e-01,-3.896860778e-01,-4.578720331e-01,2.188972570e-02,-1.417670101e-01,2.299211919e-02,-5.392184258e-01,-2.662442438e-02,1.941249240e-03,-3.167957184e-04,-4.083916843e-01,-1.907916274e-03,-1.977165416e-02,4.827578377e-04,-1.518676616e-02,3.593159094e-02,-1.796228252e-02,-6.090824604e-01,-3.430333920e-03,9.118964523e-02,2.641136944e-02,-1.991724223e-02,-4.136119485e-01,2.836521016e-04,-7.392071187e-02,-6.172796488e-01,-7.365295887e-01,3.514853120e-02,-9.880615771e-02 +weights2 = 3.856507540e-01,-9.570997953e-02,4.889005795e-03,3.187969923e-01,4.364565015e-01,4.033174217e-01,-8.120207489e-02,2.857345045e-01,-9.440754354e-02,5.636389256e-01,-1.339711621e-02,3.540486470e-02,2.405623440e-03,4.097003937e-01,-5.936176516e-03,-1.979758404e-02,-1.667877659e-02,-3.032568097e-02,-1.083997190e-01,-1.056445204e-02,7.029380202e-01,7.232231554e-03,-1.025596857e-01,-9.200268239e-02,1.456382424e-01,5.471815467e-01,-2.537494153e-02,1.919835210e-01,6.335287094e-01,7.827929258e-01,-9.582412243e-02,2.603655756e-01 +biases2 = 4.554170370e-02 diff --git a/params/D00122.003.txt b/params/D00122.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..70705530aed38c5572412ea020a577d4734a1ddb --- /dev/null +++ b/params/D00122.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 5.136134475e-02,8.919068932e-07,8.374301344e-02,-1.971449554e-01,2.131223977e-01,-6.752435863e-02,-4.494394489e-06,8.954388648e-02,2.707417123e-02,-9.566248991e-06,7.933459431e-02,1.243822873e-01,-8.634186536e-02,-7.684919183e-06,-2.238188498e-02,6.293120235e-02,-5.245410651e-02,-5.548622084e-06,-7.910022140e-02,1.782317162e-01,-2.503220141e-01,-1.909005195e-01,-1.201236387e-06,-3.978299722e-02,8.573728614e-03,2.310253819e-07,-5.450796708e-02,-9.990695864e-02,-1.925187409e-01,-1.037105085e-05,-4.671617970e-02,2.051157653e-01,-5.967121199e-02,2.386887218e-06,-6.090025604e-02,6.922869384e-02,-3.164699078e-01,6.876877695e-02,-5.981156391e-06,-8.878228068e-02,-1.836605370e-03,-1.520417845e-05,-7.577075809e-02,-1.202509627e-01,1.927588880e-01,-1.609128162e-06,-3.976233676e-02,-1.287645102e-01,-8.884290606e-02,-1.968415063e-06,-1.279686391e-01,2.491387725e-02,8.146137744e-02,4.439879954e-02,2.991641850e-06,-8.315558732e-02,-9.422077984e-02,-1.649890510e-05,-6.830508262e-02,-7.103253901e-02,-3.794346005e-02,-6.368624781e-06,1.389997359e-02,-1.858564764e-01,-5.539301783e-02,-1.047898331e-05,1.298226882e-02,-2.846447229e-01,-3.298485577e-01,-2.347936630e-01,-4.379168104e-07,-1.346732527e-01,-9.816192836e-02,-6.148915872e-06,-8.973121643e-02,1.853689998e-01,-2.353265285e-01,-8.766311112e-06,2.006831020e-02,2.940369584e-02,-5.081158131e-02,-6.518323971e-06,-4.876446351e-02,2.304337025e-01,-3.412045836e-01,-1.407980174e-01,-3.319466941e-06,-1.554756016e-01,4.469860345e-02,-9.150990081e-06,6.641637534e-02,-1.528111696e-01,-1.084800810e-01,-1.552288268e-06,1.996302418e-02,7.555888593e-02,1.745549962e-02,-1.078998412e-05,-1.097721681e-01,9.263909608e-02,5.316438675e-01,-2.279108614e-01,-6.390411272e-06,1.213654876e-01,1.376104802e-01,-1.182519463e-05,-2.428880334e-02,-3.949059546e-02,-5.161715671e-02,-7.053062291e-06,-6.937809289e-02,-1.336723417e-01,-6.089611724e-02,-2.843867378e-06,-3.866274655e-02,3.677679971e-02,-1.328186989e-01,4.582505822e-01,8.365420399e-06,4.660622030e-02,-1.445607394e-01,1.051327308e-05,-7.164764404e-02,-1.598511040e-01,2.713640928e-01,-2.736361239e-06,-6.560016423e-02,-1.785589010e-02,1.220487580e-01,-6.825973742e-06,1.195650250e-01,-2.419180274e-01,-3.822090924e-01,2.190859169e-01,-1.349126524e-05,-1.877816319e-01,-4.222344607e-02,-4.914133569e-06,7.092620712e-03,-1.680356450e-02,2.588653266e-01,-4.884699138e-06,1.209334359e-01,-9.028189629e-02,-1.014344692e-01,-1.452668357e-06,-8.953782916e-02,2.215539217e-01,-2.358693331e-01,-2.517094612e-01,-1.063996388e-05,-3.518192098e-02,7.176581025e-02,-4.633543085e-06,-9.324187040e-02,-2.481078170e-02,-1.983832568e-01,-5.399915153e-06,-9.255747497e-02,1.203431860e-01,-9.282634407e-02,-8.911842087e-06,-1.609826982e-01,5.310565233e-02,-3.124970496e-01,-4.174827784e-02,-1.212338248e-05,-1.969011873e-01,-6.570433080e-02,-8.774132766e-06,1.671473682e-02,-2.694307640e-02,-1.550614089e-01,-5.362946013e-06,-3.550913185e-02,3.185451031e-02,-7.741490752e-02,-3.629414095e-06,-5.324442685e-02,4.244976118e-02,6.583214402e-01,-7.088360190e-02,7.423449006e-06,2.977064550e-01,-2.426424809e-02,-1.129163479e-06,-4.982976243e-02,-9.825096279e-02,-2.947686054e-02,-1.418315242e-05,-8.782551438e-02,-1.084815487e-01,-7.069493178e-03,-8.433649782e-06,-3.666395694e-02,-8.184667677e-02,6.581699252e-01,-6.487552822e-02,-6.416818451e-06,2.996276617e-01,8.171828091e-02,-6.134182513e-06,-1.267633028e-02,8.776366711e-02,-7.873694599e-02,-9.188636795e-06,-1.305696368e-01,-7.397485524e-02,-7.598496974e-02,-2.676594477e-06,-7.100174576e-02,2.256830484e-01,-4.046147168e-01,-1.363904029e-01,-3.962258234e-06,-2.324299961e-01,-1.487188786e-01,-3.354263299e-06,-1.574693918e-01,-1.043288261e-01,-1.790847257e-02,-7.579476005e-06,6.401123106e-02,3.906349465e-02,-6.485468149e-02,-1.563118894e-05,2.073319629e-02,-1.319749951e-01,-2.991544306e-01,2.064097524e-01,-6.697429853e-06,-1.307192892e-01,2.253292799e-01,-1.317684473e-05,1.215213314e-01,-5.880714580e-02,9.345586598e-02,-1.422668083e-05,-1.062457860e-01,4.388082772e-02,-1.720664091e-03,-6.024643426e-06,-9.729164094e-02,6.334532797e-02,-2.266785651e-01,-1.504090428e-01,-4.793742391e-06,-5.863439292e-02,-2.187618017e-01,-1.610523668e-06,-7.062776387e-02,-9.142349660e-02,-1.208777875e-01,-8.889493984e-06,7.785365731e-02,-5.553346500e-02,1.333641857e-01,-6.405701697e-06,-4.777488112e-02,5.620974116e-04,-2.109655440e-01,5.414773896e-02,-9.714090993e-06,-1.146130264e-01,-4.019172862e-02,-2.355522838e-06,-2.107374966e-01,-1.630303413e-01,-7.824817672e-03,-3.035589543e-06,6.313851476e-02,-3.982054442e-02,-1.027670428e-01,-6.792330169e-06,-1.130064130e-01,1.875465810e-01,-2.843753994e-01,-1.843358725e-01,3.672632374e-06,-9.136273712e-02,4.883968085e-02,5.922445780e-06,-1.159356460e-01,-2.812017202e-01,2.522896742e-03,1.803433065e-06,-1.440719813e-01,-1.200090069e-02,-1.212542057e-01,-1.160490592e-05,-4.864741862e-02,-2.237498313e-01,3.688678741e-01,-1.764927618e-02,-1.041456926e-05,2.381565273e-01,5.300589278e-02,-1.250218702e-05,-8.053892106e-02,2.959966958e-01,-6.432677805e-02,-4.136675216e-06,-5.675747618e-02,7.523550838e-02,-5.896577984e-02,-3.071688070e-06,2.520250715e-02,1.108447537e-01,-1.457873434e-01,2.577753738e-03,4.171709861e-06,-1.543566585e-01,-1.220817938e-01,-1.712576250e-06,2.879656255e-01,-1.857805066e-02,-5.443218350e-02,-3.790911023e-06,4.271220416e-02,-6.999535114e-02,-3.529463336e-02,2.119061406e-07,3.203105330e-01,1.190804467e-01,1.078616735e-02,5.920534208e-02,-1.130232795e-05,4.342412949e-02,-2.375849709e-02,4.978408469e-06,2.790063024e-01,-2.782715261e-01,2.398950793e-02,-3.754249292e-06,-2.037221193e-02,-6.521182507e-02,-6.551558524e-02,-1.157978841e-05,-2.514517903e-01,8.172241598e-02,-1.683427840e-01,-1.327119768e-01,6.809851129e-06,-9.280844778e-02,5.195011944e-02,-3.372048241e-06,-1.954221278e-01,-2.182489038e-01,-4.204971343e-02,-1.151420179e-06,-1.360937357e-01,-6.705597043e-02,4.684993252e-02,-7.518249731e-06,-1.595442742e-01,-1.339379847e-01,-1.045675203e-01,-8.359611034e-02,-1.243886618e-05,-1.351995319e-01,1.841010526e-02,-8.843006071e-06,-1.364636123e-01,-2.262469828e-01,-3.535087034e-02,-9.424158634e-06,1.983638406e-01,2.712029777e-02,-9.568668902e-02,6.770306754e-06,-9.353975952e-02,8.338828571e-03,-1.013237890e-02,1.184664480e-02,-5.043227702e-06,6.238227710e-02,-1.070145592e-01,-6.143372957e-06,-6.633693725e-02,5.559586287e-01,-7.064353675e-02,-2.164144462e-06,-1.368494481e-01,5.857988074e-02,-1.112839878e-01,-5.627714472e-06,-8.730220795e-02,6.251587719e-02,-1.706068963e-02,6.445255876e-02,-9.073651199e-06,-5.814121291e-02,-4.230746254e-02,-4.791028459e-06,-3.616997227e-02,4.370159507e-01,5.832127109e-02,-1.123356287e-05,-3.669704497e-02,-5.867927521e-02,-1.640084684e-01,-1.069293376e-06,2.456735633e-02,-8.497649431e-02,-2.999266982e-01,-1.925068498e-01,1.846709779e-06,-1.323667169e-01,1.177371815e-01,2.604425845e-06,-1.472557336e-01,-3.398135900e-01,-3.969491646e-02,-5.580906418e-06,-5.870291218e-02,4.108830914e-02,1.461039782e-01,-2.702399797e-06,1.503959112e-02,-2.202929109e-01,8.807243407e-02,6.886179000e-02,-7.573113635e-06,-2.231783606e-02,-3.507310152e-02,-9.115753528e-06,1.823617518e-01,-2.526293695e-01,-1.471055448e-01,-1.429705571e-05,-1.699512154e-01,2.053513192e-03,-2.045384236e-02,4.478371523e-07,-1.365227103e-01,3.179625571e-01,-4.333333299e-02,-8.606439084e-02,7.959724826e-06,9.064102918e-02,-1.007748842e-01,1.642001166e-06,-1.181697696e-01,-1.137765031e-02,4.427147564e-03,-1.332719512e-05,1.703672856e-01,-3.101940639e-02,-2.208257318e-01,-3.729715900e-06,2.407662943e-02,-8.428808302e-02,-1.485670954e-01,1.142205903e-03,-8.189720575e-06,3.168383613e-02,-3.007196262e-02,-8.327202522e-06,-1.065435335e-01,-8.894973248e-02,-6.230458152e-03,-1.688505290e-05,1.747432947e-01,-5.152954906e-02,-7.661983371e-02,-6.006369517e-07,-2.711380124e-01,4.629051685e-01,-2.428860031e-02,1.102128904e-02,-2.847597671e-06,-2.039634138e-01,2.197640017e-02,2.329669996e-06,-7.448178530e-02,-2.439755499e-01,-7.322620600e-02,-1.141256507e-05,-1.406988949e-01,-6.232875213e-02,-2.351022363e-01,-9.709395272e-06,2.120580077e-01,-1.562129557e-01,-3.492088243e-02,-2.603532933e-02,-5.840859558e-06,6.331197917e-02,8.893769979e-02,-1.382605933e-05,3.792362288e-02,3.569702208e-01,-2.123498172e-02,-3.871070021e-06,-7.003860176e-02,1.669518352e-01,3.829257786e-01,-1.178027219e-06,-1.492165029e-01,-1.471915990e-01,-6.444654614e-02,-1.313822418e-01,-2.556791742e-06,-1.320502255e-02,-1.412502676e-01,-1.554941377e-06,2.385016531e-02,-1.908405870e-01,-2.337185107e-02,-8.982964573e-06,-5.897277221e-02,-9.966455400e-02,3.281532526e-01,-3.857427600e-06,-2.458198220e-01,4.189505056e-02,-1.634102464e-01,-1.154314727e-01,-1.006317507e-05,3.329476714e-02,-1.415706873e-01,-1.651540697e-05,2.436331561e-04,1.616576687e-02,-1.393231843e-02,-6.765496437e-06,-8.473996073e-02,-1.766409278e-01,-1.957570165e-01,1.882107767e-06,-2.099679112e-01,-5.985240266e-02,5.222211406e-02,1.042209789e-01,-4.910796179e-06,-1.387854666e-01,1.231542416e-02,-6.320460216e-06,-8.139138669e-02,-1.297180653e-01,8.239965886e-03,-8.391680240e-06,-1.328530256e-02,3.643276915e-02,-1.836131662e-01,-1.045244881e-05,-2.249446213e-01,-1.594202071e-01,-9.595566988e-02,6.518243998e-02,-8.129763046e-06,2.154322341e-02,1.506145895e-01,-1.918804810e-05,-2.136872709e-01,-2.304470353e-02,-6.186930835e-02,-9.690880688e-06,6.517614424e-02,1.101417243e-01,-9.839891642e-02,2.391845101e-06,4.965211451e-01,2.525736690e-01,-6.511037797e-02,-1.992316544e-01,3.068890351e-07,-3.822812811e-02,-8.176245540e-02,-7.609467502e-06,1.756060869e-01,-3.021414950e-02,-5.650248379e-02,-1.286796305e-06,-6.210824475e-02,-1.648494788e-02,-1.050400585e-01,-8.036678082e-06,4.414492548e-01,1.474558264e-01,-8.759313822e-02,-1.362119019e-01,-4.581230769e-06,4.169244319e-02,-1.165109202e-01,-7.146782991e-06,1.796030700e-01,1.326260716e-02,-5.258220062e-02,6.392395335e-06,-3.270199895e-02,-9.687424451e-02,-1.961494386e-01,-1.172589873e-05,-3.015858531e-01,-1.351536363e-01,-1.168141738e-01,3.479862809e-01,-4.404015272e-06,-1.150280759e-01,-6.341411266e-03,-3.368558737e-06,-2.246512622e-01,-9.327033162e-02,-1.779679358e-01,1.337182880e-06,-1.360376924e-01,-5.511722714e-02,2.922649682e-01,-1.029800114e-05,-2.621473074e-01,-2.762177028e-02,-2.345870622e-02,-2.871221676e-02,-9.761821275e-06,-9.651722759e-02,1.294530779e-01,-1.240747588e-05,-5.852734298e-02,-4.039057717e-02,1.861272305e-01,-8.371108038e-07,5.945435911e-02,2.720427513e-01,-1.407125741e-01,-1.211266044e-05,-6.194611266e-02,9.052551538e-02,-4.438568652e-02,-3.283307552e-01,-2.610664978e-06,4.769288003e-02,-6.700347364e-02,-5.895125469e-06,-1.565394364e-02,-4.639307782e-02,-7.963468134e-02,7.136482964e-06,1.431294531e-02,-1.666308790e-01,1.026985422e-01,-3.604462563e-06,-1.666106284e-01,2.722608745e-01,-9.471444041e-02,4.309924785e-03,-4.520213679e-06,-1.729613915e-02,-2.367058396e-01,-1.271302244e-05,-1.732572019e-01,-4.853717610e-02,-4.234452546e-02,-1.364578111e-05,1.891488023e-02,-2.103462517e-01,-1.676456779e-01,-2.886087714e-06,-1.552563161e-01,6.856294721e-02,1.620602049e-02,1.542944759e-01,-2.232306542e-06,-2.176792622e-01,3.926721215e-02,-1.023177811e-05,-1.412136853e-01,-1.183590107e-02,-1.655087173e-01,-2.854866352e-06,-9.666337818e-02,2.976885140e-01,-4.176085442e-02,-1.693982631e-05,3.668873310e-01,-1.225682199e-01,-1.834665239e-02,-1.041373238e-01,-7.958393553e-07,1.068869680e-01,2.717180550e-01,-1.112895734e-05,1.730989218e-01,-3.965120390e-02,9.911139309e-02,-3.392570306e-06,1.898236386e-02,5.032340810e-02,-4.291849211e-02,-6.380188097e-06,-2.292427868e-01,-1.430657059e-01,-1.753940582e-01,-1.997209489e-01,1.368642188e-06,5.929490551e-03,-1.346824169e-01,-7.157879281e-06,2.210684493e-02,-6.676991284e-02,-1.530979108e-02,-1.244919895e-05,-3.619162366e-02,-1.842376143e-01,-1.611902267e-01,-9.231507647e-06,9.215376526e-02,2.622463107e-01,-1.718556732e-01,-8.931780607e-02,3.578593805e-06,5.230344459e-02,-2.407753468e-01,-1.050162427e-05,9.019330889e-02,-5.841072183e-03,1.970908046e-02,2.819100473e-07,-8.001729846e-02,-1.930813193e-01,7.314387243e-03,-1.221876664e-05,-1.468053162e-01,-4.191377386e-02,-9.314236045e-02,-1.826751046e-02,7.290664598e-06,-2.528700531e-01,2.561317384e-01,-4.953253210e-06,-1.544095427e-01,-1.499274969e-01,-4.145525023e-02,-8.902660738e-06,-1.205815673e-01,1.876978129e-01,-3.870083764e-02,-1.157179850e-05,-4.201439023e-02,-1.452713758e-01,1.424287260e-02,-8.209351450e-02,-4.282248938e-06,1.065882221e-01,2.212030739e-01,-6.574720373e-06,-6.922679394e-02,5.150828883e-02,-8.464843035e-02,-7.859433026e-06,1.229850352e-01,2.314301580e-02,4.294549301e-02,-4.023791007e-06,-8.755945414e-02,1.432681893e-04,-2.151150629e-02,4.443086311e-02,-5.901414170e-06,-2.817680873e-02,-2.969860733e-01,-6.200594271e-06,1.418750640e-02,-6.254508346e-02,-1.768167876e-02,-5.491682259e-06,-1.734497398e-02,-6.431818008e-02,-1.950540952e-02,5.337883977e-06,-4.897591099e-02,1.789720803e-01,-1.052013040e-01,-5.289062485e-02,-1.511191840e-06,2.680408396e-02,-2.075301707e-01,-2.649977660e-06,-9.043000638e-02,-2.125330418e-01,6.624684483e-02,-1.308973242e-05,-1.843128703e-03,-1.011462361e-01,-1.295331419e-01,1.595956746e-06,-4.698693007e-02,-6.579358131e-02,-6.598932296e-02,-7.543975860e-02,-5.150910965e-06,-6.274716556e-02,4.137093127e-01,-1.156752546e-06,-3.382365406e-02,3.659171052e-03,5.515860021e-02,-7.374916095e-06,-1.161507070e-01,-1.564475335e-02,-1.249111742e-01,-4.713360340e-06,-8.637148142e-02,-5.241006985e-02,2.396021038e-02,-6.460417062e-02,-4.465009624e-06,-1.147380173e-01,-1.191373467e-01,-1.101428734e-05,8.937030286e-02,-7.522074133e-02,-6.636396796e-02,-1.286139195e-05,6.621351838e-02,6.349222362e-02,1.243133470e-01,-1.119146418e-06,-1.888455357e-03,1.443605870e-02,-1.250095218e-01,4.769269750e-02,-2.107957243e-06,2.853985690e-02,-1.474904418e-01,-1.144006774e-06,-8.436486870e-02,1.172804311e-01,-1.791071445e-01,-9.947622857e-06,-4.316559434e-02,6.731662434e-03,1.363706440e-01,-1.402680846e-05,-1.074904501e-01,1.581524014e-01,-2.920828462e-01,-7.031650096e-02,-5.070957286e-06,8.524309099e-02,-1.235619187e-01,-8.081789929e-06,1.880460605e-02,6.026892737e-02,-1.102169007e-01,-9.446835975e-06,-1.175002679e-01,-9.753467888e-02,-2.558214068e-01,-8.365268513e-06,-1.990078837e-01,-5.783193558e-02,-1.598441154e-01,-1.205479577e-01,-7.136695785e-06,1.045685709e-01,2.380005457e-02,-1.989374823e-06,-4.265336902e-04,-3.450107276e-01,1.618054346e-03,-8.054478712e-06,-3.431449085e-02,-1.327590831e-02,-1.273266226e-01,-1.697396692e-05,-5.760122091e-02,6.217763573e-02,2.197505236e-01,1.129141748e-01,-4.732954039e-06,-5.121304467e-02,8.384263515e-02,-1.301133489e-05,4.324711114e-02,-1.467475444e-01,-2.645604126e-02,-1.271494511e-05,1.424353272e-01,2.456496842e-02,9.715244919e-02,-2.016570079e-06,1.799000800e-01,-8.727373183e-02,-4.008173943e-02,-6.730219722e-02,-5.247628451e-06,-2.607552409e-01,-4.449367523e-02,-9.323129234e-06,-1.808627546e-01,2.647033334e-01,1.100709196e-02,9.048467291e-07,-8.557889611e-02,3.967925534e-02,-1.516882032e-01,-9.643465091e-06,-1.710565388e-02,2.220202088e-01,-1.877837181e-01,-4.702202231e-02,-1.296567575e-06,6.582126021e-02,-1.160534658e-02,-4.919756520e-06,-2.126301974e-01,1.160397977e-01,-8.449576795e-02,7.809546332e-06,-2.680675089e-01,-7.825207710e-02,-9.239633381e-02,-1.161422279e-05,-1.464157104e-01,-1.345558017e-01,-1.438499093e-01,9.302832931e-02,-1.424344191e-06,1.063650381e-02,-3.087304346e-02,-2.136816875e-06,1.304712296e-01,-2.876272500e-01,-1.025219485e-01,-8.352607438e-06,1.051775068e-01,6.365592778e-02,4.423502460e-02,-9.265326298e-06,-1.344422698e-01,-7.525028288e-02,8.382089436e-03,-6.595584005e-02,-2.260040446e-06,8.114040643e-02,5.986239389e-02,-1.097374388e-05,-2.260117978e-02,-2.632949688e-02,1.382300556e-01,-5.951687854e-06,2.076739967e-01,-7.870163769e-03,5.024693906e-02,-6.706230579e-06,1.137416437e-01,6.298663467e-02,5.101155862e-02,-1.253097653e-01,9.033148558e-07,-2.797743082e-01,-7.781206816e-02,1.495249421e-06,-1.448390074e-02,3.112133034e-02,-7.528803498e-02,-1.931233555e-06,-1.397358626e-01,-2.410475910e-02,6.062680110e-02,-5.201317435e-06,2.168613225e-01,9.588473290e-02,-1.057181433e-01,-2.337309420e-01,-6.736833257e-06,-1.049915180e-01,-1.080636382e-01,-2.149437478e-06,-7.315384597e-02,-1.067823470e-01,-1.652253717e-01,-1.027702638e-05,-2.589044571e-01,-5.749411508e-02,-1.471746415e-01,-1.925211109e-06,-2.246442884e-01,-5.459475145e-02,-1.001493484e-01,1.851443946e-01,-4.062270364e-06,6.227833778e-02,3.344899788e-02,-4.052926215e-06,1.326631848e-02,-8.426824212e-02,2.524202317e-02,-6.495528396e-06,3.381364644e-01,5.080749094e-02,3.348509967e-02,-1.306288050e-05,5.493963137e-02,6.761037558e-02,2.457662374e-01,-2.546385163e-03,-6.983383173e-06,-1.184770167e-01,1.784768887e-02,-9.857360965e-06,3.270542249e-02,1.390774250e-01,3.114041388e-01,-1.407056334e-05,5.474818125e-02,1.913893037e-02,-9.655957669e-02,-5.662473086e-06,-2.313930243e-01,-3.371153772e-02,-3.121343553e-01,-9.412927181e-02,-5.942977168e-07,3.902862594e-02,-3.651204053e-03,-5.861199497e-06,-9.208379686e-02,-1.148258597e-01,-2.954671681e-01,1.155702648e-06,-2.289505154e-01,-5.902152136e-02 +thresholds = -5.984916091e-01,-9.670928557e-05,-7.368801236e-01,3.008224964e-01,-1.088980198e+00,-5.810188055e-01,-6.825091987e-05,-4.886628687e-01,-2.416903377e-01,-9.962799959e-05,-4.769819379e-01,-6.672067642e-01,-4.962342083e-01,-8.546574827e-05,-3.798500896e-01,-1.862724721e-01 +weights1 = 3.175782505e-03,2.203489989e-01,4.855538160e-02,9.705374949e-03,1.310081184e-01,-9.613974020e-03,9.344302118e-02,9.464181028e-03,-1.057265885e-02,1.114506554e-02,4.514809325e-02,1.590016298e-02,-2.745489124e-03,-1.055425848e-03,-9.407382458e-03,2.905118512e-03,1.439148188e-01,1.336867083e-02,6.651088130e-03,-2.621111833e-02,-2.747738035e-03,6.226496026e-02,3.344130814e-01,-9.435088141e-04,1.189831831e-02,9.955082834e-02,7.248403504e-03,2.058288753e-01,-9.065700695e-03,6.882774178e-03,1.910538375e-01,1.681862865e-03,4.686936736e-04,1.053996291e-02,-1.129931421e-03,-2.361125313e-03,7.661926560e-03,-6.100074970e-04,1.015792321e-02,-1.132171717e-03,7.763649803e-03,1.659420552e-03,2.310485113e-03,8.241333417e-04,4.831010941e-03,-5.502106156e-03,-8.621837944e-03,-2.530860016e-03,1.979005709e-02,-2.067184541e-03,5.739516113e-03,4.381423350e-03,-5.663838238e-03,2.214933978e-03,2.595028840e-02,-2.471636515e-03,-2.647910442e-04,1.798152179e-02,1.278632437e-03,1.626028121e-02,2.631560666e-03,1.239590999e-02,2.392575331e-02,3.395414911e-03,-6.126762368e-03,-7.710285950e-03,1.595799578e-03,-1.335257548e-03,5.027315114e-03,-1.489400020e-04,1.185146254e-02,1.220014319e-02,1.418668078e-03,-3.048117040e-03,-5.263960920e-03,-1.522017643e-03,9.614720941e-03,4.004274029e-03,-7.892878726e-03,-4.968804773e-03,-1.861663349e-02,6.573080551e-03,-2.729766537e-03,-1.098284731e-03,1.327232830e-02,2.360694052e-04,3.538770252e-04,-4.247316159e-03,4.044899833e-04,-9.720387869e-03,1.036763377e-02,4.161554854e-03,1.137214527e-02,4.024759401e-03,6.446034648e-03,-8.053912781e-03,-1.101961173e-02,5.867703352e-03,-5.958200432e-03,3.402863629e-03,3.574786708e-03,-9.357276373e-03,-6.266051787e-04,-8.483927697e-03,1.245688181e-03,9.844425134e-03,-4.217143636e-03,8.731104317e-04,-1.949292840e-03,-1.229961519e-03,-3.106708638e-03,-4.435547162e-03,7.668247446e-03,-9.980421513e-03,-1.202327665e-02,6.778212730e-03,1.611755346e-03,-6.767391693e-03,-1.436445210e-02,7.211141288e-03,5.244008265e-03,1.851178356e-03,2.688800683e-03,-5.235206801e-03,-1.246915944e-02,-2.980381716e-03,-1.492286799e-03,3.348209662e-03,1.025439633e-04,2.672918737e-01,7.621209323e-02,1.136169652e-03,1.786425710e-01,1.158098574e-03,1.234701052e-01,6.290756632e-03,-3.846213222e-03,-4.046262708e-03,6.929236650e-02,1.262370590e-02,2.652362920e-03,1.603840734e-03,8.252562955e-03,1.991102545e-05,1.511220932e-01,3.217675025e-03,-2.414993942e-03,-4.595238715e-02,-5.607489962e-03,7.709859312e-02,4.152722359e-01,-6.054121768e-04,-5.114641041e-03,1.629660726e-01,3.534018761e-03,2.774909735e-01,3.555035451e-03,3.488115268e-03,2.796869874e-01,-6.418160163e-03,-6.372946780e-03,1.493119262e-02,1.192640048e-02,6.540824659e-03,6.655870937e-03,-3.808521207e-11,4.076012410e-03,5.113677587e-03,-4.884969094e-04,1.751191303e-04,-2.632268704e-03,1.759215072e-02,-7.100241724e-03,-3.276892938e-03,1.205734070e-02,2.575267106e-03,1.241033617e-02,-3.633491695e-03,-1.983887749e-03,-5.231882446e-03,6.079270970e-04,1.021668501e-02,3.071097657e-02,7.194419857e-03,-4.132994451e-03,3.933125641e-03,2.281508408e-03,2.034611255e-02,-1.344608422e-02,-1.915487926e-03,1.978406869e-02,1.188508049e-02,1.032571308e-02,-3.126495481e-01,-7.953198999e-02,7.164483890e-03,-1.895351261e-01,-1.422361936e-02,-1.123346239e-01,4.889930133e-04,5.542062223e-03,-4.822141025e-03,-8.975469321e-02,-2.232418023e-02,5.607126281e-03,-2.006867435e-03,5.498886574e-03,1.547548600e-04,-1.819032133e-01,-6.621443899e-04,1.313560270e-02,1.215572730e-01,-1.641048933e-03,-8.925648034e-02,-5.026426911e-01,-6.617999170e-03,2.031550830e-04,-1.749119312e-01,3.761638887e-03,-3.272721767e-01,-7.905106992e-03,-4.139475350e-04,-2.990092635e-01,1.995696686e-03,1.312127919e-03,-6.767051294e-03,-1.328410581e-03,-1.216403325e-03,-1.352005079e-02,-4.400533158e-03,2.732527070e-02,-2.451650100e-03,5.932300352e-03,-6.204826292e-03,-6.849361584e-03,-1.940678048e-04,9.344640188e-03,-7.881594822e-03,-9.006382897e-03,-8.558474481e-03,2.377845161e-02,1.132985577e-03,-3.290265566e-03,4.398972727e-03,8.301642374e-04,3.177614883e-03,3.897785768e-02,1.481678709e-02,8.169297362e-04,-1.255440153e-02,2.852327889e-04,-9.760278277e-03,2.113604220e-03,4.016623425e-04,-4.190231860e-02,3.097026609e-03,-1.611790061e-02,2.364223897e-01,5.814357474e-02,1.599390176e-03,1.333435178e-01,5.095269997e-03,1.704981476e-01,4.349112045e-03,2.119171986e-04,-2.657813719e-03,5.455791950e-02,1.599620841e-02,-1.715707593e-03,7.749712095e-03,-6.230684463e-03,2.430379856e-03,2.184351981e-01,7.914243266e-03,1.162568456e-03,-2.220616303e-02,5.362243974e-04,4.773312435e-02,4.733853638e-01,4.276604857e-03,-1.169271534e-03,1.222086698e-01,-4.206887912e-03,2.494423240e-01,-7.468441501e-03,-5.417573266e-04,2.077164650e-01,-5.498983432e-03,2.516317181e-03,1.351534724e-01,2.737848274e-02,-3.091900842e-03,8.856882900e-02,1.865261584e-03,5.712162331e-02,5.756114144e-03,-9.480532259e-03,3.559258534e-03,3.093271144e-02,7.800428197e-03,-1.672880491e-03,3.428765952e-11,-4.825736862e-03,7.532038726e-03,7.735498995e-02,-8.259168826e-03,-5.670159124e-03,-2.572834119e-02,-8.415267803e-03,3.085725754e-02,2.132519931e-01,-5.255385768e-03,-3.770935116e-03,8.094518632e-02,-3.929769620e-03,1.344100982e-01,-1.876709284e-03,5.822052713e-03,1.235484332e-01,-7.572697941e-04,3.084788099e-03,2.251111418e-01,5.853798613e-02,-1.561147277e-03,1.383404285e-01,8.006144315e-03,1.113166958e-01,-6.122457795e-03,-8.627985604e-03,-6.054406986e-03,4.730967432e-02,1.121838763e-02,-6.122268736e-03,-3.411493264e-03,-9.991966188e-03,-4.761341494e-03,1.488516778e-01,-1.154672820e-02,-9.651656263e-03,-3.716173023e-02,-4.844083916e-03,7.208351046e-02,3.528470099e-01,-3.184811212e-03,-2.723124577e-03,1.315443665e-01,4.240034148e-03,2.274493575e-01,7.660667412e-03,7.209369796e-04,2.264616936e-01,-4.724586848e-03,2.908445662e-03,2.037896775e-02,5.969795864e-03,2.824574010e-03,1.894068904e-02,-1.347880159e-02,3.472813405e-03,1.119934767e-02,-7.216555998e-03,5.138555076e-03,1.055265963e-02,-5.460264627e-03,-8.297836408e-03,-2.821072121e-04,8.507608436e-03,3.609109903e-03,1.861156337e-02,-4.510744475e-03,-1.423182804e-02,-1.482652314e-02,1.169062336e-03,5.967727397e-03,5.407877266e-02,5.900715943e-03,3.645801218e-03,1.717798226e-02,2.780259587e-03,2.810505591e-02,-1.096902322e-02,-4.471416119e-03,3.794779629e-02,-1.180583844e-03,6.312021520e-03,1.213575620e-02,6.591440644e-03,-6.987153320e-04,-1.086921431e-03,3.207960166e-03,-1.145676710e-03,-1.353101921e-03,2.378174569e-03,8.050819742e-04,1.578493975e-03,-7.309369743e-03,1.861629775e-03,3.393901279e-03,-1.093863510e-02,9.933746881e-11,-7.058777555e-05,-2.322801010e-04,2.753798850e-03,5.229250528e-03,1.529016532e-03,3.987172153e-03,-7.375028450e-03,2.581576700e-04,-5.543509498e-03,-3.588310210e-03,-1.796705765e-04,-4.736220930e-03,-6.761861150e-04,-2.320036525e-03,-5.279396661e-03,1.394867315e-03,1.093086042e-02,5.045814905e-04,8.155218326e-03,-2.127547748e-03,-9.760142304e-03,8.635029197e-03,-6.850262707e-06,3.518495942e-03,-3.217743651e-04,-1.116206218e-02,-8.567787707e-03,-4.552355502e-03,-8.820807561e-03,-1.214737073e-03,-2.910237759e-03,-4.059522180e-04,1.263109129e-02,3.889345098e-03,-8.266056888e-03,-1.150713302e-02,1.170652336e-03,-1.184837148e-02,6.829379944e-12,-1.065558195e-02,1.132178470e-03,1.441885252e-03,1.013392583e-03,-3.979317844e-03,-5.050926004e-03,3.396563930e-03,5.145488773e-03,-4.098944832e-03,-4.889862146e-03,1.712479889e-01,5.508909747e-02,-4.793710541e-03,1.160412654e-01,-7.299843244e-03,7.837466151e-02,2.806513105e-03,-1.207185816e-02,-1.001261262e-04,3.642266989e-02,1.121261809e-02,-1.605704194e-03,-9.837297723e-03,-7.687054574e-03,1.933619380e-03,1.018086150e-01,1.265720115e-03,1.927179073e-05,-3.927307576e-02,-4.488781560e-03,4.573941231e-02,2.776361704e-01,-3.862200072e-03,1.745841815e-03,8.892360330e-02,-1.904111239e-03,1.865544915e-01,-3.016723087e-03,2.351602307e-03,1.806894988e-01,2.890301868e-03,1.832600799e-03,1.152919326e-02,1.980545858e-05,-1.781393221e-04,4.025760107e-03,5.319659133e-03,5.795053672e-03,1.420780364e-02,6.550366525e-04,2.118759556e-03,3.392498940e-03,1.550748246e-03,1.013295259e-02,-1.713390811e-03,1.713849721e-03,6.347869989e-03,5.564454477e-03,-7.097759750e-03,7.256135345e-03,-6.497426890e-03,-6.006365642e-03,1.340797357e-02,2.516601607e-02,-2.371311886e-03,4.154021852e-03,8.324634284e-03,-2.881768625e-03,5.921649747e-03,4.800585099e-03,-1.013674214e-02,9.422762319e-03,5.248645903e-04,-1.149980538e-02,1.630124748e-01,4.603112116e-02,-1.391869411e-02,1.016857699e-01,-1.001730002e-02,1.798840165e-01,-2.468265120e-05,-6.752937566e-03,8.694451302e-03,4.094071314e-02,1.595974155e-02,-1.332804002e-02,-3.137221094e-03,-1.525541767e-02,-6.710830145e-03,2.329300493e-01,5.653845146e-03,-2.154037124e-03,-9.965496510e-02,6.835035980e-03,4.592219740e-02,3.310700953e-01,-2.209779341e-03,-2.073911717e-03,9.812597185e-02,1.288094063e-04,1.741762012e-01,7.371922955e-03,-3.150679637e-03,1.545975208e-01,-1.691464102e-03,-5.196575541e-03,2.812295407e-02,4.075948615e-03,4.702955019e-03,1.105100848e-02,1.656616223e-03,4.730561376e-02,7.937220857e-03,3.751514014e-03,6.230365019e-03,8.873763494e-03,2.351985779e-03,-1.149553992e-02,-5.879257224e-04,-5.430003512e-04,-7.575121126e-04,5.843178183e-02,3.531961469e-03,-3.346504178e-03,-2.120333165e-02,7.873021532e-04,2.090814896e-02,8.679105341e-02,2.397458535e-03,6.261385046e-03,1.274142321e-02,-7.302944083e-03,3.321870044e-02,-1.299452037e-03,-5.700462498e-03,3.395450488e-02,3.703563474e-03,-3.302204190e-03,-6.716619711e-03,-9.913954884e-03,4.100697581e-03,7.063859957e-04,-9.927670471e-03,-1.163494401e-02,-1.408377569e-02,2.552111982e-04,-2.360094368e-04,1.938301953e-03,-4.716398660e-03,-6.594834267e-04,-6.705257576e-03,6.550981663e-03,-2.416492207e-03,-4.972891882e-03,-3.803893691e-03,-1.151016215e-03,8.572399616e-03,9.510175732e-05,-4.678172991e-03,3.879731521e-03,-2.952502575e-03,2.219349612e-03,-2.205896657e-03,-2.448518062e-04,1.398701279e-04,1.878013973e-05,-9.118348360e-03,-4.330675118e-03,-7.802107837e-03,-3.125041956e-03,-3.392806742e-03,6.739588920e-03,-3.440263448e-03,1.157567091e-02,-1.083413884e-02,3.284467151e-03,-5.883121863e-03,9.862935403e-04,3.814236028e-03,-2.043945482e-03,3.570392728e-03,-8.254669607e-03,-1.039423165e-03,9.298672900e-03,3.933615517e-03,-9.075413458e-03,7.890663110e-03,-4.907771479e-03,4.327118397e-03,9.742697701e-03,1.575161936e-03,-8.447282948e-03,-2.519649861e-04,-1.756188771e-11,-1.777327416e-04,5.318113253e-04,-1.069833711e-02,2.002303721e-03,-2.643579617e-03,9.077120572e-03,1.054400112e-02,5.618122872e-03,1.732845902e-01,4.752590135e-02,-1.328041125e-02,1.204165071e-01,-1.106551103e-02,1.132682636e-01,6.512658671e-03,-1.205140166e-02,5.516953766e-03,5.053383484e-02,4.922431894e-03,7.865412772e-05,-7.343662437e-03,1.302552992e-03,2.932465402e-03,1.412146091e-01,-3.039189614e-03,-9.186970419e-04,-4.420325905e-02,3.695788793e-03,4.579698667e-02,2.925505638e-01,-4.995510681e-04,-8.409498259e-03,9.500180930e-02,-4.260489251e-03,1.863228381e-01,-1.905545942e-03,1.322839526e-03,1.805067658e-01,-1.141302474e-02,-5.635041278e-03,3.590935096e-02,5.913588684e-03,2.481378615e-03,6.722050253e-03,1.149873569e-04,2.305712178e-02,-7.222438231e-03,-2.622372471e-03,-7.570230868e-03,4.210510291e-03,7.567815948e-03,1.062501594e-02,-6.958160549e-03,5.000823177e-03,7.672950625e-03,2.848392352e-02,4.439416807e-03,8.874801919e-03,-6.473205518e-03,9.784892900e-04,3.396936925e-03,4.965677857e-02,6.672993768e-03,1.750430558e-03,9.998181835e-03,-5.203420296e-03,3.400203958e-02,9.946721606e-03,-5.759155378e-03,2.951878496e-02,-5.942270946e-05,-1.269855537e-02,2.137710154e-01,4.550340027e-02,9.025627747e-03,1.334823370e-01,-4.758331925e-04,1.512882262e-01,1.188805327e-03,1.348089572e-04,6.475036964e-03,5.114821345e-02,1.309017651e-02,-3.960081813e-05,-2.072137082e-03,1.420404296e-02,2.518767025e-03,2.009162456e-01,5.203545094e-03,-4.789656494e-03,-3.511018306e-02,6.020977162e-03,5.971442908e-02,4.238367975e-01,1.079991809e-03,5.954362452e-03,1.249704137e-01,-2.167533152e-03,2.513037324e-01,1.009208150e-02,2.869678894e-03,2.160703391e-01,-2.290848643e-03,5.139205314e-05,5.891441554e-02,2.260492556e-02,-5.332902074e-03,3.516890481e-02,2.316684928e-03,3.105250001e-02,-1.609710162e-03,4.462516808e-04,-1.897605485e-03,1.785558835e-02,7.147943135e-03,7.420522626e-03,2.836300991e-03,6.679131649e-03,-4.326236900e-03,4.406396672e-02,7.284724270e-04,9.704755619e-03,-7.771870587e-03,4.343442153e-03,2.472174168e-02,1.084091663e-01,5.577222444e-03,-1.001900295e-03,3.286762536e-02,3.049555235e-03,7.806979865e-02,-4.408059642e-03,2.503264695e-03,5.382001027e-02,7.294154726e-03,-9.432401508e-03,1.297631264e-01,3.383917361e-02,-5.982499570e-03,7.527925819e-02,-9.470830671e-03,1.137294173e-01,-2.621177817e-03,2.531037666e-03,4.479875788e-03,2.757018059e-02,9.028143249e-03,-7.314139046e-03,1.434173901e-04,4.505570396e-04,-4.378574435e-03,1.292493045e-01,-5.397643545e-04,5.347043276e-03,-3.970438242e-02,6.458333228e-03,2.726906911e-02,2.514566183e-01,-1.053118147e-02,2.405333566e-03,8.171769977e-02,-4.713826347e-03,1.534181982e-01,5.967273843e-03,-1.294562034e-02,1.471166015e-01,-2.421101526e-04,8.708114619e-04,2.495430224e-02,1.026280224e-02,6.563614588e-03,2.438650467e-02,2.042783424e-03,7.447474636e-03,8.296510205e-03,-3.223399690e-04,-2.464662430e-05,6.627971772e-03,-5.651476793e-03,-3.031498520e-03,2.160475822e-03,2.488342114e-03,4.044562113e-03,2.426180057e-02,2.559623914e-03,1.351092663e-02,-1.606975868e-02,-2.776026486e-05,6.958453450e-03,5.761814862e-02,-1.034602337e-02,-1.466748305e-02,1.534511149e-02,-9.272060357e-03,3.202557191e-02,2.650849055e-03,4.946782254e-03,3.737575933e-02,2.984570805e-03,9.535345249e-03,-3.893350251e-03,-1.219078898e-03,4.058685154e-04,-3.002112266e-03,-4.072420765e-03,1.090165321e-02,8.258811198e-03,1.290241256e-03,-8.244930767e-03,8.152856492e-03,2.758956281e-03,5.441884510e-03,-2.433021553e-03,3.533015959e-03,9.660733864e-03,-3.568041604e-03,-8.228971274e-04,3.669264726e-03,-1.599822426e-03,-3.846594598e-03,-5.219579907e-04,-2.106554108e-03,-4.943140782e-03,4.959259648e-03,-4.793749657e-03,-1.127435640e-02,1.868149731e-03,-1.178878639e-02,-9.862716543e-04,-5.087699275e-03,-1.229342306e-03,-4.099986982e-04,3.311737441e-03,2.993439790e-03,1.072017767e-04,-3.629037878e-03,-4.342463333e-03,1.465350273e-03,-1.125524752e-03,-6.643141620e-03,1.885259990e-03,-6.380289327e-03,-8.960363455e-03,2.918743528e-03,3.280570090e-04,1.106766402e-03,3.756912483e-04,1.099054702e-03,3.023678204e-03,-1.686173491e-02,6.165231112e-03,-2.621382708e-03,-1.803760388e-04,-1.040983014e-03,-4.659891129e-03,-3.764892463e-03,6.623674184e-03,-2.856993815e-03,2.030510455e-03,-3.288828535e-03,8.845551871e-03,3.266755259e-03,9.049121290e-03,-1.054339111e-02,1.449629813e-01,4.092403129e-02,4.770679399e-03,1.028904468e-01,9.072709363e-04,1.414592713e-01,-6.007335614e-03,-4.828421399e-03,-2.756948350e-03,4.349042848e-02,3.852776252e-03,-1.272116043e-02,-5.362578668e-03,-1.989221200e-03,-6.403142121e-03,1.750289798e-01,4.788558930e-03,-4.522478674e-03,-6.044561043e-02,-7.080735173e-03,4.251956195e-02,3.008878827e-01,-2.962551313e-03,-1.397234155e-03,6.558118761e-02,5.602012854e-03,1.380386502e-01,6.988607347e-03,5.854784045e-03,1.308027357e-01,-5.727980169e-04,1.279976498e-02,2.891635336e-02,1.109254546e-02,6.896764040e-03,1.423408929e-02,2.302979119e-03,2.123069577e-02,-6.733892369e-04,-3.221483668e-03,-1.366145350e-02,-2.752241679e-03,7.449538098e-04,-4.610545468e-03,-3.008641070e-03,8.558556437e-03,-5.007780623e-03,1.390446443e-02,5.470524542e-03,1.245017163e-02,1.454270165e-02,-6.632316858e-03,1.389033627e-02,5.104288831e-02,-3.734160913e-03,-4.484690260e-03,1.407099236e-02,-1.564521925e-03,4.105577990e-02,-8.364995942e-03,-1.822491176e-03,2.910213172e-02,-1.969140489e-03,2.304761205e-03,1.406311691e-01,3.118927404e-02,9.510529228e-03,8.913319558e-02,-6.990100257e-03,1.476432383e-01,-1.014195569e-02,-8.588398341e-04,-2.437734045e-03,3.347232193e-02,1.804251689e-03,1.088027563e-02,-3.456189064e-03,-5.887760781e-03,2.903689863e-03,1.891160607e-01,-9.816488251e-03,-1.434933487e-02,-7.561694086e-02,-5.156260915e-03,3.452759609e-02,3.228392303e-01,4.832369741e-03,5.129156634e-03,7.754228264e-02,-1.194363926e-02,1.370964646e-01,-1.390159363e-03,-7.214049809e-03,1.244927496e-01,-5.590762012e-04,9.631853551e-03,7.492757868e-03,8.046048693e-03,-8.506164886e-03,8.251859806e-03,-2.298259875e-03,1.240307372e-02,1.036827359e-02,3.886993276e-03,4.654379562e-03,7.258714642e-03,-1.432070043e-03,7.165068295e-03,-1.355806715e-03,-1.219866145e-02,1.241624914e-02,3.025478870e-02,-2.478834242e-03,-7.032184396e-03,-6.793162320e-03,7.002403028e-03,1.268430520e-02,4.565485939e-02,-4.778433591e-03,6.381412968e-04,1.023404393e-02,7.988883182e-03,1.815469377e-02,4.696152173e-03,-3.365628072e-04,1.319381688e-02,9.257987142e-03 +biases1 = -2.835396444e-04,-4.237739444e-01,-1.223097891e-01,-5.691005383e-03,-2.937553227e-01,-2.489982871e-04,4.967515916e-02,-6.715771742e-03,2.462545224e-02,-9.118875489e-03,-9.214941412e-02,-1.624413580e-02,1.089817379e-03,-2.171022352e-03,3.513190197e-03,-4.945322871e-03,5.922790617e-02,-4.200111143e-03,-8.792729932e-04,1.769112051e-01,-6.553647690e-04,-1.308452487e-01,-3.502818048e-01,-1.059939386e-03,-1.387426816e-02,-2.621666491e-01,8.763984079e-04,-4.828196764e-01,7.493264508e-03,-3.748191055e-03,-4.605583549e-01,-1.974694896e-03 +weights2 = -2.303893119e-02,7.957853079e-01,2.128594071e-01,-4.960586317e-03,5.148622394e-01,9.715965949e-03,3.870846629e-01,-1.867045462e-02,-2.068207785e-02,-5.202771630e-03,1.911549270e-01,4.366394132e-02,-6.296826527e-03,-4.687883426e-03,-1.802426390e-02,-2.383154258e-02,5.096812844e-01,3.713255050e-03,-2.403441072e-02,-2.155678570e-01,-6.053673133e-05,2.257789969e-01,1.190422893e+00,1.903916476e-03,-5.157439783e-02,4.578012824e-01,-4.731937312e-03,8.590683341e-01,9.232585318e-03,-1.865898632e-02,8.054500222e-01,-2.210897021e-02 +biases2 = -1.489776522e-01 diff --git a/params/D00123.001.txt b/params/D00123.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..eea9d63f5b7d649aecb97fcd9e95de2e8f93a3fd --- /dev/null +++ b/params/D00123.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -8.514977247e-02,-9.859668463e-02,-6.589157134e-02,2.129186876e-02,-6.518276036e-02,7.617562264e-02,-1.197018661e-02,7.757499069e-02,-9.211074561e-02,5.035968497e-02,-7.145396620e-02,-2.321276814e-02,-1.879873499e-02,2.868011221e-02,-3.040268831e-02,-2.512776256e-01,-3.461850807e-02,1.720497850e-03,-3.856081143e-02,-9.144680947e-02,3.099953011e-02,-3.010832146e-02,-8.228603005e-02,1.396395080e-02,1.511248797e-01,-4.259719700e-02,1.021036953e-01,7.977948524e-03,-1.153891254e-02,-8.585407585e-02,-5.526775494e-02,2.937665395e-02,-7.557477802e-02,6.054047495e-02,-8.630520850e-02,-4.294903576e-02,5.736659467e-02,-6.083133444e-02,-5.189415067e-02,-1.149596944e-01,4.904318228e-02,-4.768003896e-02,5.989475921e-02,7.108912803e-03,2.433036081e-02,8.497636020e-02,-9.241518378e-02,7.571724057e-02,-1.003361959e-02,5.394107476e-02,-1.928739436e-02,-5.714063719e-02,-4.944575485e-03,-4.417803138e-02,2.880418673e-03,-1.170373857e-01,-5.466799438e-02,-5.672448874e-02,-7.456485927e-02,3.750773380e-03,2.715437673e-02,-1.617255434e-02,-4.077466950e-02,1.696487367e-01,3.849711269e-02,-3.617420793e-02,-2.385419235e-02,-2.148975432e-02,-1.945905015e-02,-1.122207474e-02,-7.813715190e-02,-4.893308133e-02,-6.918619573e-02,-8.512367494e-03,-1.629546732e-01,-1.009511203e-02,-1.842380315e-01,-5.208278820e-02,-5.136004835e-02,-1.964672357e-01,-9.231133759e-02,3.926654905e-02,-9.757836908e-02,-9.399931878e-03,-1.876329631e-02,-2.421883494e-02,-8.237219602e-02,-8.757662773e-02,-7.757669082e-04,-2.809327655e-02,7.279118150e-02,-9.793646168e-04,1.028422788e-01,-1.095582172e-01,-9.011393040e-02,1.236208975e-01,-9.211114794e-02,3.697939217e-02,-3.236508369e-02,-3.392617404e-02,9.366780519e-02,5.836693943e-02,-6.834627688e-02,-1.013979316e-02,1.360352188e-01,2.486308105e-03,7.683824748e-02,2.609071694e-02,8.909656107e-02,1.189941466e-01,-9.522231668e-02,1.682939380e-02,-5.962359160e-02,-2.238693833e-02,-5.618941039e-02,-1.055114269e-01,-3.702849150e-02,-8.196302503e-02,8.557074517e-02,6.129093003e-03,-1.264002733e-02,-6.258774549e-02,2.919731289e-02,-1.915268600e-02,1.325383317e-02,5.438771471e-02,1.772724465e-02,7.958875597e-02,-1.253426373e-01,-8.185614645e-02,2.347849123e-02,1.194541007e-01,-9.208448976e-02,-2.128911205e-02,4.827439040e-02,2.024823055e-02,-1.496038884e-01,-1.881596446e-01,-2.018727809e-01,-1.109735388e-02,-1.262000352e-01,-1.271554977e-01,-2.613150142e-02,-7.287131995e-02,4.283418879e-02,7.679808140e-02,-6.082480401e-02,-6.034044549e-02,8.015458286e-02,-1.982872933e-02,-5.947605893e-02,-5.459329486e-02,1.094571128e-01,9.601911157e-02,1.475071013e-01,-5.315301940e-03,5.369077995e-02,4.576710984e-02,-1.157475337e-01,4.517030343e-02,5.584954470e-02,-2.463197894e-02,-1.111567840e-01,-9.236261994e-02,3.593196720e-02,-1.818705164e-02,-1.008139923e-01,-1.088982299e-01,6.585969776e-02,-2.849014401e-01,6.056562811e-02,7.435469888e-03,3.218298545e-03,7.899112254e-02,-7.570579648e-02,1.057501808e-01,-1.788326353e-01,4.751306400e-02,-6.138528511e-02,-1.368331462e-01,-5.731745623e-03,3.192213771e-04,-3.116056882e-02,2.643911634e-03,2.729147673e-02,2.801907957e-01,9.806166403e-03,4.248480313e-03,9.011259675e-02,1.414296217e-02,-1.403068658e-03,-5.402990431e-02,4.870884120e-02,-1.495195031e-01,-5.043986812e-02,-1.270131767e-01,-4.280209914e-02,5.297974497e-02,2.812999301e-02,4.369144142e-02,-1.216056868e-01,2.894035280e-01,-9.478090703e-02,-5.270801857e-02,-4.478368536e-02,-1.471260488e-01,-4.686491564e-02,3.235743614e-03,-1.541686952e-01,5.732195824e-02,3.416677564e-02,5.746157840e-02,2.387377620e-02,-9.534885734e-02,-2.075066566e-01,-2.487246692e-02,7.275106758e-02,-1.177249774e-01,1.610437334e-01,3.570492147e-03,5.800256133e-02,7.040113211e-02,-6.066827476e-02,-8.201113902e-03,-9.481626004e-02,3.439925984e-02,-5.824476480e-02,-7.107748836e-02,9.717620164e-02,-1.706120558e-02,6.572035700e-02,-1.042066291e-01,1.058143452e-01,-2.274562120e-01,1.365687512e-02,1.934356615e-02,7.497874647e-02,1.919345185e-02,-2.476215363e-02,-3.114663251e-02,-5.384993274e-03,7.550475746e-02,-1.356177479e-01,-2.915392444e-02,-5.959676206e-02,-4.760795855e-05,-2.965539321e-02,-5.505900458e-02,-3.963642288e-03,-4.062268883e-02,-6.395291537e-02,2.512341924e-02,-6.751798838e-02,6.901074946e-02,-8.663397282e-02,5.998678133e-02,-2.909243703e-01,-5.842762440e-02,6.171094254e-02,7.689157128e-02,-5.165000632e-02,-1.517549604e-01,2.983970009e-02,-1.086167842e-01,-1.165871471e-01,2.044579387e-02,-2.913856506e-02,-2.654702403e-02,-3.126403317e-02,-7.328456640e-02,8.727226406e-03,-7.732154429e-02,-1.978166699e-01,2.985221893e-02,-6.765171885e-02,-3.033786826e-02,4.141131043e-02,-1.556725800e-02,-1.161114424e-01,-1.173476223e-02,8.907411247e-02,5.108286813e-02,1.760634594e-02,1.874040626e-02,1.009406522e-01,8.470256627e-02,-2.240883000e-02,5.815686658e-02,-2.875533402e-01,7.607804984e-02,-8.650872856e-02,-1.377880275e-01,1.189746708e-02,-6.159088761e-02,7.734774053e-02,5.170447379e-02,4.472737387e-02,4.029780626e-02,4.112064466e-02,-1.372343581e-02,-3.321987391e-02,9.729830176e-02,-2.799349464e-02,9.871559590e-02,5.705836415e-01,-2.987613529e-02,-1.175008640e-01,-7.860053331e-02,1.639729924e-02,1.696784645e-01,-1.339879930e-01,-7.180415094e-02,3.564738855e-02,-2.085922062e-01,-1.299774740e-02,1.695291139e-02,-1.538113784e-02,-9.693375230e-02,-1.770692468e-01,-5.621111766e-02,5.681825876e-01,-1.648540236e-02,2.372243628e-02,-3.209932474e-03,-6.830791384e-02,1.183925197e-01,1.114705056e-01,-4.092682153e-02,-9.637462348e-02,-2.402580716e-02,3.123810329e-02,-2.024359815e-02,-1.998591423e-02,1.137654949e-02,-4.722877964e-02,-1.355027258e-01,-2.823545337e-01,6.353782117e-02,-8.167168498e-02,-2.290028520e-02,3.450483456e-02,-9.417468309e-02,-1.803479493e-01,-1.365325972e-02,7.424965501e-02,1.017043740e-01,4.044071957e-02,9.904699400e-03,-4.436643329e-03,2.361884713e-02,-8.768022060e-02,1.135665551e-01,-2.703126967e-01,-1.889447123e-02,-1.453494728e-01,-7.169900090e-02,8.133924752e-02,-3.792453185e-02,-1.344555616e-02,-8.441029489e-02,2.650799416e-02,-2.030327469e-01,-5.950498208e-02,1.403448870e-03,4.903095588e-02,2.408935316e-02,-4.695445299e-03,4.899502546e-02,-2.209278643e-01,-1.019771397e-02,-7.146102376e-03,-7.219316065e-02,-2.944524027e-02,-4.533347487e-02,-6.066339836e-02,-1.767323236e-03,4.906462505e-02,2.880134434e-02,4.081136081e-03,4.821433220e-03,-3.633214626e-03,-4.762194306e-02,-7.924270630e-02,-3.032431239e-03,-2.115613669e-01,-1.343429685e-01,7.257470489e-02,-7.762949914e-02,-3.871884197e-02,-1.574159563e-01,-1.531567276e-01,7.084605843e-02,-6.884168088e-02,2.429579571e-02,-4.366183653e-03,-2.899230830e-02,-1.237972900e-01,-6.292825192e-02,-9.368749452e-04,-2.045263648e-01,-2.664016485e-01,8.665026724e-02,-5.446413159e-02,2.266972698e-02,-2.889560768e-03,-4.700994492e-02,2.654987015e-02,-6.597041339e-02,6.875386089e-02,-4.105290025e-02,3.702223301e-02,-3.700808156e-03,1.014948338e-01,3.157211840e-02,-1.325562596e-01,6.766073406e-02,5.517258644e-01,1.380093098e-01,-1.045221016e-01,-8.967930079e-02,4.588231444e-02,6.310648471e-02,1.279221028e-01,-7.516450435e-02,2.499058098e-02,-1.403734386e-01,-3.884078190e-02,2.729526348e-02,-7.476500422e-02,1.128742993e-01,1.575981826e-02,8.838068694e-02,-2.796773911e-01,-7.226271927e-02,-1.236132309e-01,-2.509555779e-02,1.413630228e-02,8.209105581e-02,-1.446412057e-01,-7.039032876e-02,2.803196386e-02,6.019598246e-02,2.227032185e-02,1.108844066e-03,1.183174253e-01,-6.978789717e-02,-1.010774970e-01,7.220969349e-02,4.090664163e-02,-1.363545954e-01,-4.868624732e-02,4.077255726e-02,-2.880716883e-02,1.154961586e-01,2.223638147e-01,-1.016117558e-01,-5.048995465e-02,-5.782267079e-02,4.518866166e-02,-3.175118938e-02,-6.853069365e-02,-1.274007559e-01,1.923705041e-01,-1.819865406e-01,-1.550498754e-01,-4.647372290e-03,-1.538640261e-02,1.987274922e-02,-6.255155429e-03,-5.379111320e-02,-1.566004902e-01,9.595014155e-03,8.414289355e-02,2.135254443e-02,4.684151337e-02,-1.081425976e-02,2.164838463e-02,2.511587925e-02,-4.710792378e-02,9.125515819e-02,-2.983567864e-02,1.451128125e-01,-1.024648845e-01,-1.416250765e-01,7.460895926e-02,-1.075531840e-01,-1.822304130e-01,8.073890954e-02,3.172517940e-02,5.721444730e-03,-3.479954600e-02,6.710215472e-03,9.124839678e-03,1.349463463e-01,-1.844884604e-01,7.146591693e-02,-6.147377566e-02,1.363235991e-02,-4.345374554e-02,-8.917248994e-02,-2.145527303e-02,-1.342058554e-02,-2.634380758e-02,-1.292729676e-01,-1.237109583e-02,-6.624498218e-02,-4.125477746e-02,3.164771944e-02,5.873054639e-02,-2.113867551e-02,-1.797763556e-01,4.299781471e-02,-2.930331789e-02,-8.232490718e-02,8.500031382e-02,-2.353560925e-01,5.128070712e-02,-8.059542626e-02,-2.207469642e-01,6.052237377e-02,-9.753599018e-02,3.041922115e-02,8.497815579e-03,1.894485322e-03,-3.183643892e-02,2.314518392e-02,-1.382023990e-01,1.738084666e-02,7.667686045e-02,7.510683686e-02,-1.239285246e-01,2.474372834e-02,-2.219602652e-02,-8.102299273e-02,-1.652207077e-01,-6.331484020e-02,8.113983274e-02,-9.987407923e-02,3.799253330e-02,-1.046536257e-03,8.636422455e-02,-5.406574905e-02,-6.699506193e-02,-1.294781119e-01,-2.334253639e-01,2.205099165e-02,-1.481908411e-01,-2.127054706e-02,-1.739883213e-03,1.324131340e-01,-2.428319156e-01,-1.345170885e-01,2.724321187e-02,1.532266289e-02,-1.555205435e-01,2.630169503e-03,-1.292508245e-01,6.175937504e-02,-1.087725088e-01,7.664112747e-02,-1.960914396e-02,3.077750793e-03,-2.306871861e-02,6.152692810e-02,-8.955809288e-03,-2.977452055e-02,4.858080149e-01,-3.401793074e-03,4.218681529e-02,-4.269135743e-02,1.252693236e-01,-7.982958108e-03,9.588156641e-02,-1.902812161e-02,9.477966279e-02,5.910747498e-02,1.080456823e-01,6.743694097e-02,-2.219757624e-02,2.293038070e-01,-4.419327714e-03,6.305893511e-02,5.643782020e-01,-4.472459480e-02,-1.419481784e-01,3.710871935e-02,-3.032938391e-02,1.033512224e-02,-1.344198547e-02,1.697566062e-01,1.245874017e-01,1.440957934e-01,-3.822117746e-01,-1.489886083e-02,-2.506095171e-01,-1.266585588e-01,-7.387561258e-03,-1.578663476e-02,-2.480518967e-01,-9.738836437e-02,1.427553147e-01,-1.459753066e-01,7.870391011e-03,4.822057206e-03,1.390625723e-02,-4.743153229e-02,-1.565901637e-01,-4.708015546e-02,-2.347635329e-01,-3.686215356e-02,2.303512394e-01,-5.049449205e-02,7.616803795e-02,-3.667979315e-02,-2.282570302e-01,-8.009961993e-02,2.288397402e-02,-1.585448347e-02,4.229807528e-04,-4.042603821e-02,-1.767442678e-03,-4.956811666e-02,-1.227163970e-01,-5.004102737e-02,3.033927977e-01,2.391401445e-03,-1.675463468e-01,-2.223062515e-01,-4.599584267e-02,-6.919546425e-02,-2.308320552e-01,8.177091926e-02,2.946113609e-02,2.808987908e-02,3.825451434e-02,2.062453888e-02,2.210653201e-02,-6.127021834e-02,-6.426686049e-02,-2.347238548e-02,8.895365894e-02,6.270062923e-02,-4.571406171e-02,-1.443870515e-01,4.757863656e-02,1.860830747e-02,-1.655272245e-01,-2.315855622e-01,-1.107031181e-01,1.255127788e-02,-8.750002831e-03,1.731028035e-02,-6.902114302e-02,1.311092079e-01,1.789690256e-01,1.559320241e-01,-4.487792253e-01,-8.183971979e-03,-2.263975888e-01,7.365512848e-02,-2.171071805e-02,3.803744167e-02,-2.018388212e-01,-1.145001054e-01,1.004436091e-01,-1.867010891e-01,-9.023269266e-02,-8.264985681e-02,3.136827797e-02,-1.927843876e-02,-2.281455249e-01,7.144299150e-02,1.915678009e-02,-5.001528934e-02,6.672189385e-02,5.180548877e-02,3.278664500e-02,-6.477309763e-02,4.437561333e-01,-1.826418340e-01,-1.571719348e-02,1.703572273e-02,-9.990120679e-02,9.505438805e-02,-8.097437769e-02,-8.265983313e-02,-3.118348420e-01,-1.762524247e-01,1.351714283e-01,1.317312941e-02,-4.954849370e-03,-1.514061540e-01,-4.043706506e-02,-5.096060410e-02,-2.194227725e-01,3.880481422e-01,7.913007587e-02,6.029325351e-02,2.151023448e-01,-3.425453231e-02,1.396326572e-01,-1.787671261e-02,1.424130052e-01,-2.760346420e-02,4.178531840e-02,1.564449519e-01,-2.923600972e-01,8.123808354e-02,5.907604471e-02,-1.353261322e-01,1.706072241e-01,4.067162871e-01,-3.293156251e-02,1.349737197e-01,-1.455312222e-01,-3.513220325e-02,4.254071973e-03,1.900410205e-01,-2.728177607e-01,2.495004088e-01,-1.862706393e-01,-1.469062865e-01,-1.791040301e-01,1.088169813e-01,-8.454404026e-02,-2.643436380e-02,-1.647709757e-01,-2.550862432e-01,-6.089903414e-02,-2.135574073e-01,8.709011972e-02,-4.679399356e-02,9.091953188e-02,-7.840743661e-02,-2.431818396e-01,-1.970808357e-01,4.394370317e-02,-7.165221870e-02,-3.339301944e-01,-3.221017122e-01,7.400040329e-02,-2.413733676e-02,4.921783507e-02,-1.565122455e-01,-9.451841004e-03,9.252549708e-02,1.199602410e-01,-6.378678977e-02,-8.803742379e-02,-9.441682696e-02,1.690765321e-01,-1.627713740e-01,-1.052836999e-01,8.020475507e-02,5.953122973e-01,-3.849692270e-02,-3.043365106e-02,1.267282963e-01,-1.981886923e-01,-1.354727596e-01,1.565450579e-01,-1.107013822e-01,-4.499934241e-02,1.413058043e-01,1.379661169e-02,-5.474799313e-03,1.276421994e-01,1.339294463e-01,9.109343588e-02,2.592711747e-01,6.940052509e-01,-1.062788069e-01,1.275319140e-02,-8.698204905e-02,3.868202120e-02,-1.250525415e-01,7.583210710e-03,-9.902885556e-02,1.188439056e-01,-7.426161319e-02,1.432731450e-01,1.677678525e-01,-2.889091969e-01,9.823463112e-02,-5.669883266e-02,8.069595695e-02,-3.558635116e-01,-6.055881828e-02,-7.744681090e-02,-1.749682240e-02,9.706461430e-02,-1.712426245e-01,7.473158091e-02,2.120744623e-02,-9.514521807e-02,1.052203849e-01,3.059620969e-02,-1.053198129e-01,-3.174962401e-01,2.262356877e-02,6.203266233e-02,-1.526711583e-01,-2.684745789e-01,6.401950121e-02,9.408307821e-02,-9.835495800e-02,-1.341689974e-01,3.733659089e-01,-1.936558783e-01,1.677381247e-01,4.900500178e-02,-1.975592971e-02,-1.817742586e-01,-1.276411563e-01,-3.324879408e-01,-1.330229193e-01,-3.019622564e-01,-1.697692126e-01,-2.796824574e-01,-6.744091213e-02,-1.095501799e-02,1.439074725e-01,-1.448273957e-01,-2.176786512e-01,1.642462015e-01,-1.867606789e-01,-5.633674189e-02,-1.566394232e-02,2.896774560e-02,7.690409571e-02,7.198941112e-01,3.599452600e-02,-4.074364528e-02,2.729139626e-01,-3.013326824e-01,-2.497094274e-01,-7.100204378e-02,1.898960024e-01,1.991628297e-02,-8.063417673e-02,3.649570793e-02,-1.346873492e-01,1.384983808e-01,-2.608660050e-02,1.265028417e-01,1.179088503e-01,7.507858276e-01,3.892172128e-02,1.089801360e-02,-7.740797102e-02,-2.747948170e-01,-1.939699799e-01,-1.035491601e-01,-6.392195821e-02,1.357214618e-02,1.429932117e-01,2.028067037e-02,1.717707962e-01,-1.499553323e-01,-4.843109846e-02,-1.135379970e-01,-1.083897129e-01,-3.574076593e-01,-1.672119647e-01,-3.649437428e-02,-1.055109575e-01,5.935820937e-01,-3.045479953e-01,-1.513322443e-02,-8.317027986e-02,8.073950186e-03,-1.724575013e-01,-2.193716168e-01,2.389556319e-01,-9.641607292e-03,1.755069755e-02,-1.237918362e-01,1.001917571e-01,-3.156058788e-01,-1.322578490e-01,-1.390540153e-01,-7.219998538e-02,-2.272081375e-01,5.778763890e-01,2.080511749e-01,-1.016097963e-01,-1.848539263e-01,-3.057043068e-02,2.156450003e-01,-3.730509877e-01,3.733751178e-02,5.274216086e-02,1.318040937e-01,-9.777056426e-02,-2.965285480e-01,2.845060825e-01,-1.140821278e-01,5.074478313e-02,-4.216623679e-02,5.989727974e-01,-1.060928479e-01,-6.758636981e-02,1.311906427e-02,2.989199571e-02,2.833212018e-01,-2.814120948e-01,1.571716517e-01,3.595829755e-02,1.550250202e-01,1.207519323e-02,-2.861032784e-01,2.384128571e-01,5.767309666e-02,-1.514515430e-01,-6.325630005e-03,-2.808368802e-01,1.158376262e-01,-7.823229581e-02,1.758158579e-02,-2.337829918e-01,-1.533684731e-01,4.245131910e-01,-6.275162846e-02,-3.498965874e-02,3.901323536e-03,-8.135212958e-02,-3.044903278e-01,-9.089261293e-02,-3.768458590e-02,7.168939710e-02,-2.914323509e-01,-2.222401798e-01,6.177008152e-02,1.880637258e-01,-2.767461911e-02,-1.308881193e-01,-1.733431220e-01,1.201118231e-01,6.883882731e-02,1.573033072e-02,-4.229576141e-02,-1.020028293e-01,6.733553410e-01,6.847693771e-02,-1.113763824e-01,4.666361585e-02,1.299015284e-01,-2.662626505e-01,-5.313784629e-02,-1.011761576e-01,-1.461804807e-01,1.942243278e-01,9.671767056e-02,-3.604187965e-01,-1.471485198e-01,-2.131819911e-02,-9.536238760e-02,1.827323139e-01,-3.016113937e-01,-1.921645254e-01,-1.621177979e-02,7.661566883e-02,1.954369098e-01,-2.277495414e-01,-2.025640197e-02,4.816906992e-03,4.204219952e-02,2.494803518e-01,-1.627256721e-01,-3.057763875e-01,1.261300445e-01,1.009507384e-02,3.943761289e-01,-3.542404994e-02,1.510069706e-02,2.579627931e-01,-3.281984478e-02,-1.187968701e-01,-5.913380980e-01,-2.768607438e-01,-9.243448824e-02,3.454404697e-02,5.666097254e-02,-4.695503414e-01,4.814175665e-01,2.487667203e-01,-1.220469996e-01,1.992671518e-03,-1.398591250e-01,-8.220701478e-03,-3.283682764e-01,-5.254134163e-02,-2.190105617e-02,6.313324720e-02,1.443292350e-01,5.678361058e-01,1.080661640e-01,-8.825016208e-03,-6.986007094e-02,5.878882855e-02,-9.958101064e-02,-5.415912718e-02,-3.444559500e-02,-7.518300787e-03,-1.472247392e-01,3.570355475e-02,2.022425830e-01,-2.345660031e-01,-1.346770823e-01,-2.958878875e-03,4.126017168e-02,-2.333234549e-01,2.271404490e-02,-8.964269608e-02,-1.720386297e-01,2.043258958e-02,-1.656979322e-01,1.428191178e-02,4.655340314e-02,-8.945249952e-03,-8.617574722e-02,1.944049075e-02,-1.079526022e-01,5.286621302e-02 +thresholds = -8.224503398e-01,7.152139395e-02,-8.408424854e-01,-6.814795732e-01,7.333955169e-02,-2.363224775e-01,-5.727931857e-01,-5.628624558e-01,2.131198049e-01,-3.873184323e-01,6.490506977e-02,-1.767138392e-02,8.371442556e-02,4.646876827e-02,-8.764706850e-01,9.498493373e-02 +weights1 = 1.340297908e-01,-8.734333515e-02,-1.191599481e-02,4.326058328e-01,3.458451033e-01,1.928219795e-01,-1.845347695e-02,5.425661337e-03,7.625414431e-02,-5.427289754e-02,-3.905317187e-02,-8.624861389e-02,1.464791298e-01,3.339988589e-01,-7.793263346e-02,-1.691183746e-01,4.617978260e-02,3.825839162e-01,7.804246247e-02,5.862703919e-02,8.729092777e-02,-2.096549422e-01,-8.121062815e-02,-1.700848490e-01,-3.422261029e-02,3.437653184e-01,1.945135295e-01,-1.464822888e-01,-6.408441812e-02,1.801498234e-02,-1.160707176e-01,2.992689908e-01,-8.792109042e-02,3.329790384e-02,-5.432434008e-02,-3.318959475e-02,-1.134304106e-01,-1.850994676e-02,7.614891976e-02,6.749612093e-02,-3.731003031e-02,-9.425965430e-08,1.012878213e-02,-3.500675783e-02,3.078970127e-02,4.749613628e-02,3.560130671e-02,2.667068504e-02,3.293164447e-02,2.242761850e-02,-3.091431782e-02,2.592017502e-02,-9.795002639e-02,1.968895830e-02,4.029478878e-02,8.751291782e-02,-2.692120150e-02,1.006990522e-01,3.395459428e-02,-1.824358664e-02,6.904235482e-02,-4.783326760e-02,3.191116452e-02,-8.096704260e-03,-1.931671202e-01,-2.623684332e-02,-1.036665663e-01,-2.805658281e-01,-2.972273231e-01,1.827605814e-02,9.302524850e-03,6.151153147e-02,-6.959465146e-02,5.352043733e-02,6.630373746e-02,-4.368505615e-04,-6.649183482e-02,-1.531017721e-01,1.402627528e-01,3.150881454e-02,1.965389028e-02,-2.105567455e-01,3.341612592e-02,1.151272282e-01,4.495206848e-02,3.257434443e-02,-8.096219040e-03,8.353069425e-03,-5.201377347e-02,-1.649936289e-01,-4.024264216e-02,-4.860996082e-02,-1.728825644e-02,9.055671282e-03,-6.430456415e-03,-1.785336882e-01,8.011578023e-02,-6.607053429e-02,9.538771212e-02,1.758982241e-02,9.290658683e-02,1.132138371e-01,-1.190693974e-01,7.724707574e-02,6.327740103e-02,-5.439400207e-03,8.677865844e-04,-1.097472459e-01,-5.984662473e-02,7.992949337e-02,-8.008511364e-02,-6.488382816e-02,3.854564950e-02,1.482003778e-01,-1.270870026e-02,5.058037490e-02,7.631851733e-02,-5.389874429e-02,-3.676913911e-03,4.350364953e-02,-1.188158616e-01,8.103593439e-02,8.643620461e-02,6.550498307e-02,-6.554813683e-02,7.724159211e-02,1.713522896e-02,2.449961752e-02,3.036413491e-01,-1.061851755e-01,2.843886986e-02,4.219028354e-01,2.498589456e-01,2.319477946e-01,5.112546682e-02,5.107181892e-02,7.034957409e-02,-1.527756006e-01,6.254487485e-02,-1.942156255e-01,2.098907828e-01,2.985211909e-01,-1.115378663e-01,-3.437020257e-02,8.827118576e-02,4.128836989e-01,-7.849987327e-09,-3.313840535e-09,-7.904874533e-02,-8.263258636e-02,-1.199835241e-01,-1.065867692e-01,-4.666149151e-03,2.537818551e-01,1.814264208e-01,-2.089938223e-01,-6.039723009e-02,-1.144336313e-01,-1.031728983e-01,2.991769612e-01,-5.993845686e-02,3.144812211e-02,3.693775563e-10,-5.450265482e-02,4.115435854e-02,-1.421287507e-01,7.132515311e-03,7.145591080e-02,1.402320713e-01,-5.530650541e-02,8.332455903e-02,-3.319660202e-02,2.837682888e-02,-1.166464947e-02,-2.396849170e-02,4.592280835e-02,4.115429893e-02,-1.195112243e-02,-2.041528560e-02,-7.285498548e-03,-7.104333024e-03,6.490790099e-02,-3.179097348e-06,5.272300169e-02,3.801859543e-02,-3.105655871e-02,1.097845957e-01,1.261439770e-01,-3.600805998e-02,-1.656180248e-03,1.294327527e-02,2.063662559e-01,2.858241796e-01,1.842202852e-03,-3.679491580e-02,3.573341370e-01,3.181493580e-01,1.385906339e-01,-2.960172482e-02,5.178821087e-02,1.962234229e-01,-5.483342684e-04,1.305001229e-01,-4.743853584e-02,1.690439582e-01,3.153198361e-01,-8.551289886e-02,-4.702155665e-02,4.859224334e-02,3.353287280e-01,2.817019261e-02,-2.142656967e-02,5.174865946e-03,4.103318788e-03,-1.166204512e-01,9.800891392e-03,-9.528686106e-02,1.641338468e-01,2.521825135e-01,-1.104031131e-01,-7.104024291e-02,1.032007672e-02,-8.878593892e-02,1.606504023e-01,3.667303547e-02,2.846206725e-02,1.032947795e-03,1.666619480e-01,9.359461814e-02,1.683505066e-02,-1.927522421e-01,-1.211803481e-01,1.198404003e-02,5.263121139e-08,1.409304887e-02,-8.263339847e-02,5.595855042e-02,1.841810644e-01,2.784814127e-02,-4.667413607e-02,-4.807829112e-02,6.373139471e-02,1.961639896e-02,-6.735638715e-03,1.034090742e-01,-6.107666995e-03,8.505028673e-03,-6.095461025e-09,-7.859486341e-02,2.864570357e-02,5.486013368e-02,-1.619362831e-02,9.986948222e-02,-6.387127936e-02,-7.793639600e-02,5.355484318e-04,-6.438255310e-02,1.325482726e-01,1.162676439e-01,-2.831305563e-01,-1.730530262e-01,-9.231467545e-02,-2.203670801e-09,-1.649009883e-01,-3.121353500e-02,4.535994679e-02,-3.948356956e-02,1.162340045e-01,-4.025148228e-02,-1.273195893e-01,1.166767031e-01,3.661365062e-02,-2.954173461e-02,-8.606042713e-02,-1.460762508e-02,-7.789643854e-02,-1.712234877e-02,-3.378069028e-02,-1.316288952e-02,3.785430267e-02,-1.647122204e-02,-1.129827555e-02,1.999805681e-02,1.232063621e-01,3.495502099e-02,9.176231921e-02,1.243603230e-01,-5.919546634e-02,-2.242897451e-02,-4.762625322e-02,-2.519895509e-02,-2.074704021e-01,-1.929599419e-02,-6.433417089e-03,6.559734046e-02,-4.444308579e-02,-1.042883173e-01,5.187796801e-02,4.273999855e-02,-3.668487072e-02,1.611951292e-01,-3.574529290e-02,1.099106297e-01,2.160137519e-02,2.532467246e-02,-9.041430056e-02,1.073070690e-01,-6.763543189e-02,2.245190553e-02,5.326540396e-02,-2.754588984e-02,2.622685954e-02,6.455369294e-03,8.593586832e-02,2.707106248e-02,1.962994784e-02,1.580187492e-02,-5.425281078e-02,6.876865774e-02,-4.714985937e-02,7.726021111e-02,1.007634103e-01,4.470698163e-02,2.388969809e-01,1.705254167e-01,1.344520152e-01,-1.466387808e-01,1.031167991e-02,7.369683683e-02,6.457284093e-02,-8.114364929e-03,-6.447553169e-03,1.292989105e-01,9.805265069e-02,-1.511608623e-02,1.584050804e-02,1.100152284e-01,2.454689145e-01,3.318139352e-03,-1.091894060e-01,1.364576723e-02,-4.466886073e-02,-1.188850496e-02,-3.266610205e-02,-8.163487664e-09,1.608477086e-01,2.832687460e-02,4.704058915e-02,-2.169353701e-02,-4.992661625e-02,2.752466872e-02,1.492341161e-01,-1.546123158e-02,1.437139213e-01,-1.232304126e-01,9.343214333e-02,8.003042638e-02,1.250025481e-01,1.754963025e-02,-2.228134498e-02,3.209414333e-02,6.594568491e-02,-3.121213987e-02,2.127091028e-02,1.352943927e-01,4.998629540e-02,1.407656074e-02,-4.577549174e-03,-9.781356901e-02,5.399199203e-02,-8.658020198e-02,-1.257977486e-01,-1.192308739e-01,8.521880209e-02,5.319080502e-02,6.410370013e-09,7.233572751e-02,-8.801727556e-03,-1.199609973e-02,-5.274340138e-02,-1.000374556e-01,-1.068498269e-01,1.269310117e-01,-2.704920806e-02,1.872101426e-01,-9.867400676e-02,-2.287200093e-02,3.578111529e-01,3.337812722e-01,1.984196603e-01,1.505566668e-02,1.751074344e-01,1.368852109e-01,-9.760291874e-02,9.951912612e-02,3.631935641e-02,2.552485466e-01,2.646242678e-01,-1.214300767e-01,-1.202431470e-01,6.384412199e-02,3.183283806e-01,-6.780279428e-02,1.428833511e-02,-7.849419117e-02,-5.824961234e-03,-1.022525281e-01,-8.543258905e-02,2.347087674e-02,2.699418962e-01,2.172264755e-01,-9.535884857e-02,-9.061158448e-02,4.540846497e-02,-1.070167050e-01,2.084589005e-01,1.121807769e-01,-4.391751645e-05,-2.254246734e-02,-5.348193273e-02,3.971987404e-03,4.854853079e-02,-5.297132581e-02,9.169412806e-05,-8.875801414e-02,3.310254961e-02,-4.203045741e-02,-4.008490220e-02,2.780722082e-02,-2.561863803e-04,-8.748104423e-02,2.518208703e-06,2.027900517e-02,4.556252807e-02,-3.502191603e-02,-1.376627292e-02,3.287305590e-03,-5.139737576e-02,3.796473145e-02,-1.020465512e-02,1.296530850e-02,4.352351278e-02,1.209833287e-02,-1.776524819e-02,-1.325494498e-01,-2.364004729e-03,-3.351080045e-02,2.733708173e-02,1.358793825e-01,-1.712522805e-01,-5.934535339e-02,3.579052389e-01,2.431007475e-01,1.495510489e-01,-1.269076169e-01,-9.097865969e-02,3.148568422e-02,-1.033828706e-01,1.607962139e-02,-8.504163474e-02,1.274956018e-01,1.972494125e-01,-8.234813809e-02,1.103385002e-03,6.768897921e-02,3.046617508e-01,-2.781585604e-02,-4.536255822e-02,-1.089071035e-01,-1.267127991e-01,7.767274976e-02,-3.971622139e-02,5.365970358e-02,2.312170863e-01,1.876073182e-01,2.421697974e-02,-2.438842207e-01,-4.642968066e-03,-9.604297578e-02,2.353206873e-01,-1.514155231e-02,-9.151309314e-06,6.524571031e-02,-1.799389906e-02,-7.230147719e-02,1.051558089e-02,6.149777398e-02,2.903121710e-02,1.299718022e-02,-7.033486664e-02,-4.512771592e-02,6.077239290e-02,-3.516885638e-02,8.576346934e-02,-3.146350756e-02,2.382583916e-02,1.080352664e-01,4.142328107e-04,-1.800511777e-02,-9.414736927e-02,1.242859066e-01,2.814400941e-02,-3.902123123e-02,7.515824407e-09,9.150109440e-02,-8.654356003e-02,5.585224790e-05,4.444259778e-02,-3.760866448e-02,-1.143760383e-01,-4.143015668e-02,1.335685980e-02,8.249821141e-03,2.377487905e-02,4.837163910e-02,-3.424983025e-01,-2.866583467e-01,-1.119086966e-01,-2.824035894e-09,-6.517827511e-03,-3.388103843e-02,-3.836521646e-03,-7.481756806e-02,-2.926875604e-03,-1.447956562e-01,-1.762490422e-01,2.635598741e-02,1.663592272e-02,8.518355340e-02,-3.026140928e-01,-2.011098713e-01,-5.269994959e-02,-8.085691929e-02,9.080071747e-02,1.754723340e-01,-9.940740466e-02,-2.657591831e-03,-2.175638080e-01,-1.189360693e-01,5.935824290e-02,1.717388779e-01,-1.034205407e-01,-3.547171503e-02,-1.590448767e-01,1.253467202e-01,2.836081898e-03,4.740312587e-09,1.257328987e-01,6.909326464e-02,2.209972776e-02,2.731532604e-02,2.791351266e-02,-3.944676369e-02,9.367404133e-02,-1.053776778e-02,1.350629982e-02,1.090087742e-01,1.326444894e-01,1.070819721e-01,-5.882942304e-02,-9.222199023e-02,7.842598110e-02,5.573359504e-02,-8.492331207e-02,5.723695830e-02,1.911998987e-01,5.026146770e-02,-4.423872381e-02,-5.785356462e-02,6.769396365e-02,2.275861567e-03,6.787400693e-02,1.226458028e-01,-5.679952353e-02,4.972348735e-02,5.557665974e-02,1.330910027e-01,1.008717436e-02,-5.672038719e-02,4.219984710e-01,2.382186204e-01,1.294286996e-01,-1.348736435e-01,-1.796748117e-02,4.696383700e-02,-5.280029401e-02,-4.261206090e-02,-3.961355239e-02,1.105049551e-01,1.885141581e-01,8.131349832e-02,4.412126914e-02,9.529303759e-02,2.801317275e-01,-1.527807415e-01,1.316360086e-01,1.122312820e-08,-2.209258825e-02,-1.639528573e-02,-1.083126515e-01,1.126188319e-02,3.229584098e-01,1.379295290e-01,1.645809710e-01,2.719544992e-02,7.319165766e-02,-4.072860256e-02,2.355411947e-01,-1.971407980e-02,8.479535580e-03,-5.776825547e-02,1.040503010e-01,2.005788963e-03,3.703744709e-02,-1.156929787e-02,-3.285618033e-03,-1.203621086e-02,3.132218122e-02,6.904824171e-03,-9.338320047e-02,-8.788702078e-03,8.309965581e-02,-2.024985952e-05,-4.111631587e-02,1.251730025e-01,5.954955146e-02,6.947847456e-02,3.129541129e-02,-2.823332511e-02,2.453376353e-02,3.502382338e-02,6.321687251e-02,-8.730630577e-02,-4.917941242e-02,1.985412464e-02,-1.898290664e-01,-1.399651170e-02,5.989761651e-02,1.003801264e-02,1.886291284e-04,-1.735868454e-01,4.417917505e-02,2.153284218e-09,-1.541793346e-01,-2.119397819e-01,-1.935096383e-01,4.461456090e-02,-5.948950071e-03,-2.859276161e-02,7.436326146e-02,-5.539543927e-02,7.763977349e-02,-1.429736018e-01,-1.745703816e-01,9.198565385e-04,1.414675415e-01,-2.465914749e-02,-1.136261523e-01,-9.463024139e-02,-3.341632709e-02,7.343466280e-09,1.199201271e-01,-6.052560732e-02,7.234761864e-02,2.895437740e-02,-2.168426365e-01,-1.000970900e-01,7.200825214e-02,7.780429721e-02,-1.089387760e-01,5.244340748e-02,-7.065740973e-02,1.317768842e-01,-1.546573546e-02,-1.201957185e-02,8.573869616e-02,4.606190696e-02,7.400073856e-02,6.511691958e-02,-8.396499604e-02,3.034556098e-02,-1.434738785e-01,4.696009308e-02,3.843219951e-02,1.220097020e-01,6.486003846e-02,6.787447724e-03,-1.120403130e-02,4.188109189e-02,-6.598522514e-02,9.574204683e-03,9.709687531e-02,2.426619269e-02,6.136342511e-02,-5.490769073e-02,9.399051964e-02,-3.916863725e-02,-3.007765487e-02,-2.950292826e-02,-6.741440296e-02,1.387168281e-02,-5.431714654e-02,2.669535019e-02,-3.209677816e-04,-1.381692104e-02,7.494229823e-02,-2.673656866e-02,-3.015770577e-02,-3.239336982e-02,-6.987926899e-04,6.611093134e-02,-5.046425015e-02,8.169125766e-02,1.145726889e-01,-3.187616169e-02,1.265625358e-01,-4.623969644e-02,-1.167147011e-01,-2.638381347e-02,6.232376210e-03,-8.518934995e-02,-1.245254204e-01,-2.503109165e-02,1.389036607e-02,-1.558435429e-02,-5.630350206e-03,7.689417899e-02,1.801754162e-02,2.277857810e-02,-8.291397989e-02,-2.238158695e-02,2.368824370e-02,6.573028862e-02,-1.168511137e-01,9.483516216e-02,-3.066603094e-02,1.140311733e-02,-7.000302523e-02,-4.526610672e-02,1.188512295e-01,-3.796325251e-02,-3.718086984e-03,5.356966704e-02,-1.000951454e-01,8.440933377e-02,-5.389786884e-02,5.268877745e-02,-5.745214730e-05,-7.920516282e-02,-1.189950705e-01,1.079091989e-02,1.022562981e-01,1.474157274e-01,-5.139108002e-02,-5.865408108e-02,3.831769526e-02,1.685062982e-02,-2.378996032e-05,1.703068912e-01,2.924191111e-09,2.894962393e-02,-8.307196945e-02,-9.427864850e-02,-9.226172417e-02,-2.346507274e-02,-2.628481574e-02,3.566079307e-03,1.011639610e-01,-1.604669988e-01,3.448828310e-02,-1.607352495e-01,-1.863385141e-01,-2.936812937e-01,-2.474042773e-02,-1.714641651e-09,6.293036044e-02,5.904235318e-02,1.754568964e-01,-7.383035868e-02,3.203992918e-02,-3.859142214e-02,-2.251272351e-01,-3.225082532e-02,2.344197035e-02,6.204946432e-03,-2.794661522e-01,-1.738313027e-02,5.714038387e-02,7.982793450e-02,2.815625863e-03,9.031895548e-02,2.790629491e-02,-8.613474667e-02,-1.203804091e-01,-1.317338049e-01,-1.012796462e-01,-6.745710969e-02,1.009285823e-01,2.485205047e-02,-1.512278765e-01,-6.953724194e-03,1.404903233e-01,-1.078312919e-01,9.129933082e-03,1.271289587e-01,-1.274280250e-01,-2.015418559e-02,2.382386662e-02,-1.050176620e-01,-8.765099198e-02,3.719171882e-02,1.549151074e-02,-3.339111060e-02,6.003926694e-02,2.080893330e-02,4.888911918e-02,1.127929054e-02,1.057784110e-01,2.536314540e-02,2.864987589e-02,-9.820444882e-02,-5.548252165e-02,-2.338521369e-02,4.078457132e-02,4.115719348e-02,2.253011987e-02,-2.794566564e-03,4.038551450e-02,-1.551992148e-01,-1.000448987e-01,2.363562584e-02,2.823274955e-02,-3.152661398e-02,-8.846595301e-04,1.679088622e-01,-2.881000042e-01,-2.013341486e-01,-1.268791109e-01,-1.123737544e-01,4.310509562e-02,-1.519028656e-02,-6.473288871e-03,4.134627804e-02,-3.608438745e-02,-1.098517478e-01,-1.829225421e-01,6.250170618e-02,1.174823418e-01,-8.371574432e-02,-3.276339471e-01,-2.202480845e-02,-4.373903945e-02,-5.145312287e-03,-3.333092481e-02,1.703330316e-02,-1.677488908e-02,-9.969272465e-02,-1.015336812e-01,-1.780666597e-02,2.484829351e-02,-5.398712121e-03,1.565854251e-02,6.594048440e-02,-4.908279702e-02,5.628679320e-02,3.522323444e-03,-2.614122629e-02,-5.851121619e-02,1.183039974e-02,-6.677242368e-02,2.718890086e-02,-8.892582357e-02,2.822152153e-02,-1.530251503e-01,9.801260894e-04,-3.292113775e-03,8.338481933e-02,1.131009683e-02,-1.614015200e-03,-2.637121640e-02,4.646618664e-02,-2.235282399e-02,1.400393248e-02,-9.126818180e-02,6.673188508e-02,-1.475559454e-02,-6.538454443e-02,-1.898407750e-02,-2.250317633e-01,4.964055121e-02,3.365720855e-03,8.774358034e-02,-1.284730136e-01,-6.801149994e-02,-2.211517841e-01,2.616361156e-02,2.294136435e-01,-2.035034448e-01,-1.135308966e-01,4.775003195e-01,3.512693048e-01,2.291609347e-01,-1.124405637e-01,9.265631437e-02,1.218313798e-01,-1.362857372e-01,1.666375995e-01,-1.140781716e-01,2.768932879e-01,3.547742069e-01,-1.100949124e-01,3.958073631e-02,1.264897883e-01,3.037734032e-01,6.599696726e-02,-8.988113701e-02,-5.055776238e-02,-1.737445742e-01,-1.277250350e-01,3.977118060e-02,-2.812644094e-02,3.385668695e-01,1.408392340e-01,-1.908580959e-01,-1.209342107e-01,-5.637409538e-02,-1.313466579e-01,2.767584920e-01,1.040465236e-01,1.456167070e-06,6.319803745e-02,1.503835432e-02,5.578912050e-02,3.981708363e-02,2.665915154e-02,1.488370908e-04,3.936405410e-04,-6.709092855e-02,1.302744001e-01,8.602237329e-03,4.849025980e-02,1.146610230e-01,1.879360713e-02,-2.554149181e-02,7.056584209e-02,-6.710122526e-02,1.038954500e-02,3.630826622e-02,-1.238585170e-02,-4.933276159e-06,-5.249734968e-02,5.256983638e-02,-2.062752413e-09,-5.589773506e-02,1.709112823e-01,1.840738207e-02,6.062093005e-02,-5.102851242e-02,4.239356518e-02,-5.007666349e-02,-1.224287078e-01,-1.161706913e-02,7.283995629e-10,-2.953165174e-01,-2.090681940e-01,-1.387823932e-02,1.792580448e-02,-1.354674925e-03,-6.710956246e-02,-1.339844465e-01,9.693324566e-02,7.322009653e-02,-1.642152369e-01,-2.807460129e-01,-1.642382145e-02,-5.910122395e-02,-1.373928338e-01,-3.897115886e-01,-4.034826695e-09,-4.957295954e-02,-6.380094231e-09,-1.422668807e-02,4.640671983e-02,7.435098756e-03,-1.033515930e-01,-1.363113821e-01,-9.167817235e-02,3.845474496e-02,7.581893355e-02,-6.317967176e-02,7.059478015e-02,-2.530757189e-01,3.847423941e-02,-4.706285521e-02,-8.292242885e-02,1.199622229e-01,8.989630640e-02,-2.579879016e-02,2.636377141e-02,9.694632888e-02,4.964052141e-02,-6.728342921e-02,2.628781833e-02,7.981771976e-02,1.514922711e-03,5.409455753e-06,-1.968024485e-02,-3.734343871e-02,3.393658996e-02,6.629988551e-02,-3.681571037e-02,-2.150446735e-02,-7.788020652e-03,3.666977584e-02,-7.382827252e-02,-1.558083761e-02,-5.577486753e-02,1.745794266e-01,2.646864951e-01,-1.060981750e-01,-2.229318954e-02,4.402937368e-02,-1.749937423e-02,3.709015436e-03 +biases1 = -1.318475232e-02,1.019169465e-01,-9.537120059e-05,-1.285161078e-01,-8.582641184e-02,-4.623479024e-02,-7.400467526e-03,-1.901922398e-03,-7.363532786e-04,1.594417840e-01,-2.194600552e-02,9.259692393e-03,-3.015238233e-02,-1.238876358e-01,1.566538215e-02,1.320476178e-02,-1.440753415e-02,-1.309406459e-01,0.000000000e+00,1.383928065e-06,7.530509265e-07,5.766502395e-02,3.076331504e-02,-2.537438413e-04,-6.998280151e-05,-1.729484461e-02,-5.705016851e-02,7.605523616e-02,3.673909232e-02,2.557003741e-11,4.907855764e-02,-3.408670891e-03 +weights2 = 3.601985872e-01,-1.190815717e-01,-7.234767736e-07,8.645155430e-01,6.715524197e-01,3.006298840e-01,-1.160277385e-08,7.560453564e-02,1.529792398e-01,-1.238193363e-01,1.029156297e-01,-9.552383423e-02,3.632483482e-01,6.013996005e-01,-1.098071486e-01,-4.072330520e-02,1.320034862e-01,7.535662651e-01,-8.755366565e-08,7.018576298e-08,-1.616388431e-06,-1.034094170e-01,-8.741782606e-02,2.783879438e-07,-1.122264059e-08,5.098738670e-01,3.036619723e-01,-1.211492345e-01,-8.288577199e-02,1.929945093e-08,-1.149302199e-01,4.512146115e-01 +biases2 = -4.020368308e-02 diff --git a/params/D00123.002.txt b/params/D00123.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..4407b7f51f0a966e62a63372923109da24cf2164 --- /dev/null +++ b/params/D00123.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.369574666e-01,1.072794273e-01,-9.134166688e-02,-2.450334281e-01,1.212194338e-01,-2.019235343e-01,6.893508136e-02,4.495530948e-02,-4.920434952e-02,-1.416804194e-01,-1.818189323e-01,-3.699116036e-02,-4.017040555e-05,-1.093486473e-01,1.836173609e-02,-8.284439147e-02,6.737898290e-02,-1.639390588e-01,-8.469864726e-02,2.522636354e-01,-1.936751008e-01,8.818020672e-02,-8.493218571e-02,-8.823121339e-02,-7.287435979e-02,1.724138558e-01,1.464919001e-02,9.023207426e-02,-6.160212070e-05,1.390035003e-01,-2.132463604e-01,1.912242472e-01,-1.008336022e-01,-2.061466277e-01,-7.884979993e-02,-3.986587748e-02,8.719147881e-04,1.211405694e-01,-9.030805528e-02,-7.129061222e-02,-1.664551497e-01,-6.654790044e-02,-5.950573832e-03,-1.776862703e-02,2.653256524e-05,6.278762221e-02,-3.840499371e-02,-2.432848141e-02,9.359709918e-02,-7.696741074e-02,2.867440507e-02,2.143728547e-03,-4.016524181e-03,-4.367955029e-02,-9.739057720e-02,-1.097978354e-01,-2.558693849e-02,-2.101682499e-02,1.119544059e-01,-3.275781497e-02,-4.213731881e-05,-1.318657547e-01,-1.527285725e-01,-9.352389723e-02,-1.979809850e-01,2.850422449e-02,3.772329390e-01,-2.319419235e-01,-1.544087678e-01,-1.315468848e-01,-1.543269455e-01,-3.367740288e-02,-6.539789587e-02,-3.353242874e-01,-2.230278105e-01,-8.206544071e-02,-1.174085774e-04,-2.299726903e-01,7.441402972e-02,-5.772532523e-02,1.283357441e-01,-2.738813758e-01,-1.918937266e-01,1.742328852e-01,-1.169756725e-01,2.640148997e-02,-7.874915749e-02,-4.197032377e-02,-6.027418375e-02,2.571149766e-01,4.623561725e-02,1.060970277e-01,-2.648332156e-06,1.283413470e-01,-2.523015141e-01,7.556335628e-02,-4.256281257e-02,-4.725505039e-02,-2.102132887e-01,2.339361608e-02,1.140031070e-01,1.519674212e-01,2.944695577e-02,-1.194534823e-01,-1.311501414e-01,1.470214128e-01,1.211203784e-01,2.279381081e-02,-7.538736827e-05,1.648932248e-01,-7.619376481e-02,-3.094060346e-02,3.536993265e-02,-4.712432995e-02,-2.010965943e-01,4.053737968e-03,8.174683899e-02,-8.305777609e-02,1.874275040e-04,-2.920213714e-02,-5.747285485e-02,-1.254613101e-01,-5.220817402e-03,-4.378201067e-02,-1.058399284e-04,-1.024360880e-01,-1.321029961e-01,3.473041579e-03,-2.751705647e-01,-5.502535105e-01,-1.159343198e-01,-2.343983799e-01,1.982115060e-01,-7.737101614e-02,-8.888038248e-02,-9.347017109e-02,6.996205449e-02,-2.031698525e-01,-2.067077309e-01,-1.391667128e-01,1.111676102e-04,-2.564903498e-01,8.641103283e-03,-1.514493525e-01,3.536394238e-02,-3.897808194e-01,9.801868349e-02,1.472063363e-01,-1.217347234e-01,-3.011438437e-02,-1.004627626e-02,-1.236070916e-01,-6.720957160e-02,2.191816829e-02,1.337470263e-01,9.605190903e-02,-9.247908747e-05,2.185256183e-01,-6.868088245e-02,1.208496541e-01,-1.541812271e-01,-4.166702032e-01,-2.977516875e-02,-2.256213687e-02,-1.325198710e-01,7.000446320e-02,-1.420226693e-02,-8.271445334e-02,-1.877069026e-01,-2.960547991e-02,1.680933833e-01,5.780479312e-02,-6.594962178e-05,1.838596612e-01,-2.619844377e-01,-3.948168829e-03,3.172129989e-01,1.016852975e+00,-1.784535199e-01,7.926929742e-02,-1.959661581e-02,1.370566548e-03,-9.018116444e-02,7.546131313e-02,-1.292936057e-01,1.541746408e-01,-1.560838223e-01,-1.156924013e-02,-2.961533755e-05,-1.853540838e-01,-6.405469775e-02,2.504235506e-02,-1.973515898e-01,9.591339231e-01,2.480099909e-02,-1.163652018e-01,-4.822016880e-02,-3.012593985e-01,1.165871993e-01,1.775199622e-01,-1.331492066e-01,-2.732666135e-01,-3.129247949e-02,-1.898112148e-01,-1.961492126e-05,-1.921662837e-01,3.370646015e-02,-1.852702200e-01,4.438466951e-02,-4.599714577e-01,-1.366583109e-01,2.015321553e-01,-8.633167483e-03,9.705539048e-02,-7.870577276e-02,-1.204968989e-01,-7.275183499e-02,2.767786384e-01,-8.946761489e-02,8.178047836e-02,-8.583386261e-06,2.621135488e-02,-1.813165098e-01,1.581051946e-01,1.539112180e-01,-4.777261019e-01,-4.258527607e-02,-9.109672904e-02,8.167573065e-02,1.450686306e-01,-1.264575720e-01,-1.965458095e-01,8.699338883e-02,3.474889323e-02,1.006898805e-01,3.211891651e-02,6.733296323e-05,2.006183118e-01,-1.564339846e-01,1.638250351e-01,-7.759219408e-02,-3.611454964e-01,-7.179187983e-02,-2.460909635e-02,-1.003384665e-01,2.308808081e-02,-1.148533225e-01,-8.478299528e-02,-1.954777539e-01,-9.492950141e-02,-4.096257314e-02,7.883933932e-02,-5.135200627e-05,-7.390528172e-02,-8.201606572e-02,-1.464088857e-01,8.248111606e-02,-4.171619713e-01,6.152058765e-02,9.606821835e-02,4.767208919e-02,-2.813277245e-01,-3.696725890e-02,-6.570164114e-02,-4.999234155e-02,-2.391902804e-01,-2.042804807e-01,-1.934170872e-01,-7.817325240e-05,-1.409062296e-01,5.373175815e-02,-2.101888806e-01,7.412412763e-02,-3.773618042e-01,-4.683822393e-02,2.131804675e-01,-5.500217155e-02,1.439166516e-01,-1.370668784e-02,-5.411882326e-02,4.155890644e-02,5.136736855e-02,-1.990256459e-02,6.604412943e-02,-9.941859025e-05,1.307067573e-01,-2.316697836e-01,1.850858331e-01,-3.087621182e-02,8.218147159e-01,-7.705349475e-02,-1.290905774e-01,-1.076803803e-01,1.059920937e-01,-8.252732456e-02,-6.019796431e-02,-2.283041179e-01,8.526969701e-02,1.981764436e-01,8.183373511e-02,-1.580314711e-04,6.119830534e-03,-2.350120842e-01,9.433586895e-02,-2.026544660e-01,-3.669625521e-01,-1.636619717e-01,-2.107699960e-01,3.938788921e-02,-5.041306838e-03,-7.002408057e-02,-4.438358545e-02,-7.766333967e-02,4.594269022e-02,-3.487223387e-02,4.854368046e-02,2.409378249e-05,-3.534913063e-02,2.701210976e-02,-7.874888927e-02,5.703807622e-02,1.903704368e-02,-1.235423312e-01,9.530936182e-02,-8.855684102e-02,-4.162982404e-01,4.264293611e-02,-1.029369086e-01,2.481372803e-01,-2.056335211e-01,-1.165167168e-01,-1.208732426e-01,-4.343098772e-05,-1.688619107e-01,-3.544617817e-02,-2.845438570e-02,1.403535530e-02,-2.520413995e-01,-9.020525217e-02,1.336842626e-01,-5.161271244e-02,1.759627610e-01,-2.410619706e-01,-2.555482984e-01,-2.262009084e-01,1.779347956e-01,-8.779263496e-02,9.553613514e-02,-8.338168118e-05,1.381315142e-01,-2.393943816e-01,5.131790042e-02,-1.503669471e-01,-1.620399207e-01,-7.164416369e-03,-2.709330916e-01,-2.548616379e-02,2.108017057e-01,8.822113276e-02,3.419212997e-02,-1.695170254e-01,6.887285411e-02,2.565942407e-01,1.194338873e-01,-2.101425343e-05,6.657779682e-03,-1.412811782e-02,9.422346205e-02,2.505404875e-03,5.520371348e-02,-5.274611991e-03,1.143437997e-02,9.008819610e-02,-6.786450278e-03,-9.307067096e-02,9.986282140e-02,-1.662740707e-01,-9.785098583e-02,-1.132787541e-01,-9.113111347e-02,-1.281815057e-04,-1.523998659e-02,-9.716463834e-02,-1.266358644e-01,-7.657017559e-02,-1.539834291e-01,-3.976228535e-01,-1.298667341e-01,1.743933707e-01,-1.977815181e-01,2.796420641e-02,-2.514496446e-01,-1.177739874e-01,-8.569165319e-02,-3.374386206e-02,3.953966498e-02,-6.484760524e-05,-2.519140542e-01,6.529939175e-02,-3.565039858e-02,1.215839311e-01,-1.129428074e-01,-2.118985057e-01,5.796067044e-02,-1.302994639e-01,-2.502562292e-02,-1.195233390e-01,-2.826018333e-01,-8.375560492e-02,9.825696796e-02,-1.225550175e-01,-2.270831726e-02,-7.642614946e-05,6.890840828e-02,-1.650118083e-01,2.084722556e-02,-1.203707829e-01,-2.801885307e-01,-2.386349738e-01,-1.019309387e-01,-1.181181148e-01,7.250323147e-02,-7.560350001e-02,-2.428118885e-01,1.797303557e-02,-2.790810354e-02,1.400805712e-01,1.067942455e-01,-4.330073716e-05,1.112043560e-01,-2.072440386e-01,1.281809211e-01,-1.676248037e-03,2.074456811e-01,6.219816804e-01,1.433564276e-01,-1.387221855e-03,1.139538884e-01,-3.620758653e-02,5.524232388e-01,-1.304962039e-01,-4.168508574e-02,-4.466839507e-02,-1.205397025e-01,5.969595804e-06,3.252984211e-02,-7.925664634e-02,-1.229562238e-01,7.590138167e-02,3.719951808e-01,6.466526389e-01,-1.706095636e-01,5.478756502e-02,-3.233501017e-01,-1.427650265e-02,6.039764285e-01,3.317339718e-01,-2.418563329e-02,1.335759014e-01,-3.275605291e-02,5.798372877e-05,-6.628757715e-02,1.756000817e-01,2.261358649e-01,-5.091335997e-02,-7.372229099e-01,-1.970943660e-01,2.605639100e-01,-4.817906022e-02,1.651552878e-02,6.823824346e-02,-2.413524687e-01,-5.269147456e-03,-1.022087783e-01,-9.227473289e-02,6.845001876e-02,-5.682191841e-05,1.107333601e-01,-2.413706183e-01,-6.265999377e-02,-5.783415213e-02,-2.352839410e-01,-3.682915866e-01,-1.536079794e-01,3.278224543e-02,1.357849091e-01,-3.201236129e-01,-2.887446582e-01,-6.850064397e-01,-1.377655473e-02,-5.090913177e-02,-1.510040183e-02,-6.223052333e-05,1.080717295e-01,-1.275709271e-01,-8.486377448e-02,-4.397916421e-02,2.607370317e-01,-3.073340952e-01,3.315044194e-02,-1.148258224e-01,1.347302347e-01,6.256081909e-02,-2.982363701e-01,4.434103891e-02,8.350412548e-02,-5.152295530e-02,-1.745129935e-02,-1.118168366e-04,-1.919121146e-01,-1.927614361e-01,-8.827573806e-02,1.158920154e-01,6.793995947e-02,-2.968931198e-01,-1.062624529e-01,1.640146226e-02,-5.783162266e-02,-1.899509728e-01,-2.781724930e-01,-2.589646578e-01,1.853374019e-02,3.645652160e-02,-1.207292750e-01,-1.239811972e-04,-5.887807533e-02,-1.163641736e-01,1.188349798e-01,3.761969879e-02,-4.740620255e-01,-2.708948255e-01,1.697891951e-01,-1.331553161e-01,-2.412611246e-02,-2.645519674e-01,-3.301425576e-01,-3.188515902e-01,-2.632274292e-03,8.770856261e-02,6.897400320e-02,-1.034944071e-04,-6.721310783e-03,-5.635116696e-01,1.585542411e-01,-2.061432749e-01,-5.000564829e-02,5.667834282e-01,-1.970956326e-01,-4.379574582e-02,9.844642133e-02,2.610292435e-01,6.847888231e-01,1.379740685e-01,-1.856615245e-01,-1.364169419e-01,-8.900690824e-03,6.326784933e-05,1.062689275e-01,5.945485830e-01,-2.424264401e-01,-2.428888530e-02,1.164047197e-01,-2.250398695e-01,1.031016484e-01,8.492060006e-02,-5.271353200e-02,-1.010222081e-02,-3.010012209e-01,1.254014075e-01,1.128313914e-01,-4.860357940e-02,6.387989223e-02,-9.822836728e-05,-8.008239418e-02,-3.008369207e-01,-4.445752129e-02,3.794324026e-02,4.631168768e-02,-6.981562823e-03,-1.342466325e-01,1.146250442e-01,1.177942976e-01,-2.909902632e-01,1.316568851e-01,-4.370924234e-01,1.699960977e-01,2.175596952e-01,-3.195011988e-02,-1.191386855e-05,-1.752728373e-01,5.200099200e-02,4.787600785e-02,-2.816469781e-02,-3.124932051e-01,3.461220488e-02,1.485155523e-01,-7.230251282e-02,4.937681928e-02,-3.111615181e-01,-6.478033960e-02,-3.237375617e-01,1.736636758e-01,-7.658699155e-02,3.908819705e-02,-1.025013553e-04,2.811692096e-02,-2.757781148e-01,-1.959653571e-02,-1.455321163e-01,1.257753838e-02,-1.010680869e-01,-2.171619087e-01,-1.224389672e-01,-2.655223012e-01,-3.171907961e-01,-1.150567681e-01,-4.224413931e-01,-1.941162795e-01,-7.169799507e-02,-8.651000261e-02,-1.737698040e-05,2.005747259e-01,-1.636712253e-01,-6.873550266e-02,5.883364379e-02,-8.616736531e-02,-1.527348757e-01,1.721824557e-01,4.561378621e-03,6.203660741e-02,7.158020735e-01,-1.762518734e-01,8.690982461e-01,-2.061172277e-01,-1.303019971e-01,8.220054954e-02,-6.474371912e-05,-9.272673726e-02,1.403243630e-03,3.063977882e-02,2.444499172e-02,-6.478667259e-02,4.678360745e-02,9.952491149e-03,2.904803492e-02,3.287943900e-01,6.720830798e-01,-2.126426622e-02,9.703511596e-01,3.317321837e-01,1.181696076e-03,8.595722727e-03,-1.791451723e-05,-7.631239295e-02,-4.508338571e-01,5.445110425e-02,-3.515275195e-02,-4.983115792e-01,-1.789443046e-01,5.320607871e-02,-5.454424024e-02,-6.709393859e-02,-2.692897618e-01,-1.314377040e-01,-4.085395038e-01,-1.062721983e-01,6.828089803e-02,1.443396062e-01,-2.094231968e-05,-1.239088457e-02,-4.626535177e-01,1.042645276e-01,-8.979798108e-02,1.599660218e-01,1.584368944e-02,-2.457187027e-01,6.268161535e-02,-1.050761640e-01,-3.718020916e-01,-3.977223765e-03,-4.448268116e-01,-1.926588416e-01,-6.649802625e-02,-1.184965000e-01,-2.706632949e-05,1.354729682e-01,-5.544084311e-01,-2.556445897e-01,2.366691828e-02,6.347371638e-02,-1.100060791e-01,1.521668732e-01,-1.127257347e-01,-1.930941939e-01,-2.347117364e-01,-6.768167764e-02,-4.311189651e-01,-8.942098916e-02,-6.386558712e-02,-3.149975836e-02,-6.171868154e-05,-8.610695601e-02,1.081814170e+00,8.738642186e-02,2.335033268e-01,1.519830432e-02,-6.189789250e-02,-1.393483207e-02,2.768167295e-02,1.733973324e-01,-2.517910600e-01,-2.453348488e-01,-3.136163354e-01,3.572781980e-01,-7.338086516e-02,2.014059573e-01,1.869808511e-05,-1.510657091e-02,1.142951488e+00,1.444926858e-01,-9.686087817e-02,-2.273018509e-01,-2.459517913e-03,2.368599027e-01,-1.388495415e-01,-1.855693609e-01,-2.289235443e-01,-1.379993558e-01,-4.610356987e-01,-1.457836665e-02,-7.328036427e-02,-1.422767341e-01,-2.872699770e-05,6.228600442e-02,-4.587631524e-01,-9.318961762e-03,-1.946048439e-01,-6.065897271e-02,-2.932342887e-01,-3.005236387e-01,1.797744259e-02,-3.381748497e-01,6.111689210e-01,-9.181434661e-02,8.682134748e-01,-2.648654282e-01,1.109374762e-01,-1.323337704e-01,-1.973020517e-05,3.929498047e-02,-5.797874928e-01,-1.917540282e-01,-1.882210188e-02,-6.699090451e-02,1.314506233e-01,4.708871245e-02,1.776802726e-02,3.141095042e-01,-3.338949680e-01,2.506544888e-01,-4.077402651e-01,-1.344849020e-01,-2.508392371e-02,7.613433152e-02,-8.118503320e-05,-1.257568300e-01,-4.906442165e-01,4.692539945e-02,1.905663311e-01,-8.392895013e-02,2.549043894e-01,6.467542052e-02,4.877517372e-02,1.792092621e-01,-8.937193197e-04,3.023708761e-01,-1.540444698e-02,-1.055964679e-01,2.201523259e-02,-1.707343035e-03,-3.568561078e-05,3.127909824e-02,-4.858928323e-01,-1.793798059e-01,1.624814793e-02,-6.719362736e-02,-2.320102155e-01,-1.146359667e-01,-5.146982148e-02,-9.694487671e-04,3.585085273e-02,-2.670946531e-02,-3.398239315e-01,-2.328880727e-01,-3.624174744e-02,2.995744348e-01,-9.883713938e-05,-2.422421426e-02,-5.105847716e-01,-1.174685061e-01,-3.012331426e-01,1.336994674e-02,-2.463352121e-02,-2.488158345e-01,-8.212520927e-02,-9.564096481e-02,-1.452449709e-01,-4.857448041e-01,5.503949150e-02,2.204807103e-01,3.840467706e-02,-2.056369931e-01,-5.411260645e-06,-6.437209994e-02,1.038913488e+00,-1.667227410e-02,1.738619804e-02,-2.020381242e-01,-2.243089229e-01,2.683756649e-01,9.361093864e-03,-1.190843508e-01,-9.309082478e-02,-1.446506102e-02,-1.414630935e-02,6.125263497e-02,-8.500900865e-02,-8.924861997e-02,-7.398147773e-06,1.801094972e-02,-4.285677075e-01,3.039200306e-01,6.213783845e-02,2.285563760e-02,-4.357975423e-01,1.639195830e-01,-1.533572525e-01,1.689403802e-01,-2.584147453e-01,3.572419882e-01,3.465735912e-02,2.020450495e-02,8.677121252e-02,1.495570540e-01,-1.497476042e-04,3.030216508e-02,3.183816001e-02,-1.659358144e-01,-1.400032938e-01,-7.411107421e-02,-3.358450159e-02,1.385045052e-01,4.342940450e-02,-7.805393636e-02,1.390100718e-01,-3.861987591e-02,-2.406580448e-01,-2.183406949e-01,-1.407195181e-01,6.914165802e-03,-3.256239506e-05,-2.394880541e-02,-3.626416028e-01,-8.278790861e-03,-2.401281893e-01,3.966158628e-02,6.036847830e-02,-1.844513714e-01,9.682337940e-02,-4.475366175e-01,2.708201110e-01,1.209026873e-01,-3.424011543e-02,3.268544674e-01,4.858055711e-02,-2.462667823e-01,-4.188577441e-05,-1.751863807e-01,-1.157861352e-01,2.553656697e-01,2.413057834e-01,-3.282011449e-01,1.828270406e-01,-1.484292001e-01,-6.262740493e-02,3.204317093e-01,-3.548320830e-01,-6.638820767e-01,-7.403983921e-02,-1.855065525e-01,-5.558453873e-02,9.263925999e-02,1.384310053e-05,1.293749362e-01,6.043208018e-02,-9.069772065e-02,2.095760703e-01,-9.119377285e-02,2.586753070e-01,6.765509248e-01,-5.983603001e-02,1.867259890e-01,-1.497394741e-01,-1.504234374e-01,-2.719902098e-01,3.598687053e-02,1.088244990e-01,2.318769097e-01,-5.839353616e-05,4.058160186e-01,1.585352421e-01,1.869445145e-01,-1.337706894e-01,-1.744206697e-01,-8.379747719e-02,-3.295008242e-01,2.145155519e-01,-1.283480376e-01,2.454248220e-01,-9.780346882e-04,-1.188137457e-01,-2.602139115e-01,-1.123275384e-01,-9.401575476e-02,-2.742803372e-05,-1.588013619e-01,-3.665792346e-01,-1.536982358e-01,-7.533406466e-02,6.975873839e-03,-4.664873779e-01,-4.200312793e-01,-5.355514586e-02,9.871195257e-02,1.180851758e-01,3.041228652e-01,4.808612168e-02,1.884729713e-01,-1.258592936e-03,-8.402983099e-02,-6.383727850e-06,-2.158542424e-01,-2.011342943e-01,7.925765961e-02,-7.737114280e-02,-8.113813400e-02,6.544455886e-02,4.236661270e-02,-1.766312718e-01,-1.932590157e-01,-4.174233079e-01,-3.769111633e-01,2.847328968e-02,-2.086778544e-02,-5.610270798e-02,-5.086255446e-02,2.119098099e-05,-7.033880800e-02,2.310472168e-02,-1.218566671e-01,1.022755206e-01,-2.931650542e-02,-6.152527779e-02,8.837900311e-02,-2.582939565e-01,3.529413044e-01,-2.460791767e-01,-4.408609122e-02,-2.129205018e-01,6.044274196e-02,1.352148354e-01,-8.818607777e-02,7.236495003e-05,-3.877418041e-01,2.030395158e-02,6.406708062e-02,-1.015718430e-01,-4.978892207e-02,-1.813832819e-01,-3.266947716e-02,2.159806043e-01,-2.407486923e-02,2.953552604e-01,5.409682170e-02,-1.093020737e-01,-2.432684004e-01,-2.037860155e-01,4.605496824e-01,1.681975118e-05,3.010880351e-01,-1.641642451e-01,-9.805899858e-02,-2.619507611e-01,4.752988741e-02,1.508203447e-01,-1.421409249e-01,1.761628538e-01,-3.929651380e-01,2.279935218e-02,-2.098008096e-01,4.023721814e-02,1.439615786e-01,-2.939626342e-03,-1.926066726e-01,-4.385416469e-05,2.544325031e-02,-1.200424135e-02,-3.288136050e-02,1.842620373e-01,-3.083543777e-01,-1.341693103e-01,5.608141050e-02,-2.092321664e-01,2.784253471e-02,-2.754367590e-01,-2.453813702e-02,-3.228616342e-02,-1.788409427e-02,1.051557157e-02,-1.769877374e-01,-1.951823106e-05,2.200098708e-02,-2.302884161e-01,5.731403828e-02 +thresholds = -3.076922894e-01,-1.359025002e+00,-9.044906497e-01,-1.221589074e-01,-3.020705581e-01,-1.449653953e-01,-8.139986992e-01,-8.976610899e-01,-1.256979585e+00,-2.267872542e-01,-2.438218594e-01,1.180671249e-02,-6.334799109e-04,-1.572899520e-01,-1.544487357e+00,-3.835654631e-02 +weights1 = 1.593643986e-02,6.394612044e-02,-2.001869678e-02,-1.875430644e-01,-2.280191183e-01,4.258872569e-02,-3.380079567e-02,-1.505462527e-01,3.083170764e-02,-3.056192957e-02,-1.612710655e-01,-7.415282307e-04,-6.094928365e-03,-2.125474392e-03,-2.071039081e-01,-4.824794456e-02,-2.626236379e-01,-8.453445882e-02,1.720560715e-02,-9.140846669e-04,-2.274302840e-01,1.018317342e-01,-8.637479506e-03,5.529683083e-02,2.323933318e-02,-8.772388101e-02,6.742057949e-02,7.776390016e-02,4.716196284e-02,-1.974766254e-01,-2.426104248e-01,2.596663125e-02,3.567494825e-02,-6.439724565e-02,-3.248782456e-02,1.901295036e-02,-5.675531924e-02,-3.031134792e-02,2.045575343e-02,-2.032133285e-03,-1.706087776e-02,1.074810699e-02,-8.405702561e-02,4.110342264e-02,-7.885394618e-03,2.323481068e-02,-3.804587945e-02,7.520338893e-02,-3.624162450e-02,4.508237168e-02,-2.438715100e-02,-3.081317060e-02,-8.826804906e-02,-1.393090934e-01,-3.719176352e-02,1.804830390e-03,1.143422909e-02,-6.783020496e-02,2.204638161e-02,8.925235830e-03,-1.254889835e-02,-2.747433074e-02,1.844911650e-02,-3.335021809e-02,7.521378994e-02,-3.387454897e-02,-1.064999774e-01,2.921747863e-01,2.368971854e-01,-2.138455398e-03,-1.148978528e-02,1.989623308e-01,-4.537317157e-02,-3.520220146e-02,3.488359153e-01,-9.633342922e-02,-6.739521027e-02,-9.688392282e-02,2.715958655e-01,-3.009424172e-02,2.622327209e-01,-2.729819342e-02,-9.075134248e-02,-6.855135411e-02,2.038928270e-01,-7.759676874e-02,-6.130374223e-02,1.447040588e-02,-7.481592149e-02,-3.608281910e-02,-1.114305109e-01,2.899985015e-02,-9.496372193e-02,3.436974287e-01,3.303656280e-01,-8.834741265e-02,-2.901498415e-02,-6.076893583e-02,5.964503624e-03,2.897583134e-02,1.204206422e-01,2.461851574e-02,-4.100755602e-02,9.130950086e-03,-4.391295835e-02,2.086219937e-02,1.449754983e-01,-4.693626985e-02,-5.693236366e-03,2.285162359e-02,4.541656002e-02,-7.911767811e-02,5.122768879e-02,3.821307793e-02,2.896642685e-02,-6.633558869e-02,8.573838323e-02,-6.030954421e-02,3.891299292e-02,-2.084388770e-02,-1.357212476e-02,-8.338612318e-02,3.800084069e-02,3.547581658e-02,-6.376069784e-02,-1.597291976e-02,1.071414798e-01,1.063371915e-02,1.107407734e-01,-1.980190724e-02,-3.697616979e-02,2.510206699e-01,2.045423388e-01,1.581352763e-02,-3.770847619e-02,1.497052312e-01,-6.688337773e-02,-4.292866215e-02,2.886017859e-01,-2.130883047e-03,-2.697668411e-02,-9.666955471e-02,2.328914404e-01,-3.042304143e-02,2.231774479e-01,-4.470391572e-02,-7.438356429e-02,-2.850911207e-02,2.589371502e-01,-4.213812202e-02,4.126859829e-03,-6.286212802e-02,-3.709150478e-02,-6.430146843e-02,-8.835290372e-02,2.763732150e-02,-3.370992467e-02,1.872694194e-01,2.594065070e-01,-4.983305559e-02,7.378275692e-02,7.329434901e-02,5.714884400e-02,7.725458127e-03,3.168806806e-02,3.346402198e-02,-1.557650045e-02,5.514733121e-02,4.596585780e-02,6.047260249e-04,4.775077850e-02,-3.765367717e-02,-1.523859985e-02,5.529773422e-03,-5.430117249e-03,-3.925036639e-03,5.934994668e-02,-2.628775127e-02,6.248650607e-03,-2.862863801e-02,-2.902542939e-03,-3.115648590e-02,4.273949564e-02,-3.957093880e-02,-7.152196020e-02,-4.528826103e-02,-5.818948522e-02,4.415018111e-02,2.609133534e-02,1.793174259e-02,4.783165455e-02,-5.449144170e-02,-1.033926755e-01,-1.803911850e-02,-1.062995754e-02,-1.734144092e-01,-2.186155915e-01,-1.371029066e-03,-1.078610867e-02,-8.308482170e-02,8.919144981e-03,-3.190389648e-02,-2.037704140e-01,5.067481101e-02,7.548629493e-02,2.935811877e-02,-1.615349650e-01,3.176166117e-02,-2.379932553e-01,7.968906313e-02,5.273242295e-02,7.078789640e-03,-2.417001724e-01,2.289186046e-02,1.130842641e-01,3.529755026e-02,4.883336276e-02,-4.602891952e-02,-2.610788494e-02,1.338725444e-02,2.270480245e-02,-1.738138348e-01,-1.309649348e-01,3.442037478e-02,-3.177811578e-02,-7.702762261e-03,1.042718366e-01,1.420512795e-02,-7.980979234e-02,-4.747636616e-02,-8.295892924e-02,-6.224249303e-02,-4.472324997e-02,9.685881436e-02,-3.869170323e-02,1.223043278e-01,-2.681573294e-02,1.117329448e-01,-5.147809535e-02,2.749433368e-02,4.799432680e-02,4.030488059e-02,4.762803763e-02,9.367176145e-02,-4.266185313e-02,7.133139670e-02,7.427440584e-02,-5.172258615e-02,1.164277643e-01,1.064625196e-02,1.846989840e-01,-4.556528851e-02,9.314006567e-02,-1.521481480e-02,4.267180711e-02,1.604583301e-02,1.012738645e-01,-2.652737126e-02,-2.048105747e-02,1.941914409e-01,2.007106096e-01,-1.757584745e-03,3.834708035e-02,1.462349296e-01,-5.359147862e-02,9.895388037e-03,1.211246178e-01,4.747264320e-04,-7.325258106e-02,-7.614212483e-02,9.687233716e-02,2.524528839e-02,1.538221836e-01,-2.889077365e-02,-7.483835518e-02,-3.073879331e-02,8.744357526e-02,-4.657576606e-02,1.195020787e-02,-6.360128522e-03,-3.821958229e-02,8.239118010e-02,1.608112641e-02,1.773191988e-02,-1.746518537e-02,1.425540149e-01,1.510632485e-01,-4.028835334e-03,-2.722314186e-02,-2.352146804e-02,-5.170455202e-02,8.394778706e-03,5.190231651e-02,-5.778145790e-02,1.032879762e-02,-6.687698886e-03,-7.524332404e-02,-2.160903253e-02,1.551709720e-03,1.205062307e-02,-1.191999614e-01,5.032669753e-02,-7.087635249e-02,-4.362088442e-02,4.643211886e-02,-6.975719333e-02,-4.817297682e-02,3.546874970e-02,-2.156548575e-02,3.528799489e-02,-2.581967041e-02,-5.695023574e-04,2.576031722e-02,-1.216816436e-02,-3.346584365e-02,-5.210323632e-02,8.435822092e-03,-1.119945198e-02,-5.128806457e-02,3.407813981e-02,-1.123496424e-02,-3.543976694e-02,2.293122374e-02,-8.409298956e-02,-1.639951915e-01,7.836557925e-03,-4.053756595e-03,-9.821958840e-02,-2.972586453e-02,-4.491608217e-02,-2.566387951e-01,-5.966836121e-03,6.497503072e-02,-5.794345587e-02,-1.330854893e-01,8.105882257e-02,-3.274216652e-01,2.135255840e-03,2.603927813e-02,7.150188554e-03,-4.166658223e-01,-4.483784735e-02,2.854941599e-02,-3.600117192e-02,-2.287976630e-02,-2.721936069e-02,1.026862767e-02,-5.384523422e-02,-9.378458373e-03,-1.702999175e-01,-3.446044028e-01,-5.779659748e-02,2.382474951e-02,-1.275769901e-02,-7.046370767e-03,2.955583297e-02,6.568539888e-02,-1.597243734e-02,5.003403500e-02,-2.443113737e-02,-9.373993427e-02,5.752496794e-02,1.273190677e-01,-3.256021440e-02,1.297265477e-02,2.957734279e-03,1.210997030e-01,-4.300263897e-02,9.229502082e-02,3.849242255e-02,3.078326583e-02,3.198917583e-02,9.793023765e-02,-6.100112945e-02,-3.780818731e-02,9.077876061e-02,-7.572120521e-03,-4.332119226e-02,-3.725491837e-02,-4.849471524e-02,-7.934592664e-03,2.893582731e-02,2.159373835e-02,-6.203900278e-02,1.171419993e-01,2.273046412e-02,-1.764614694e-02,2.825360298e-01,2.098962516e-01,6.377066165e-05,3.901368380e-02,9.708941728e-02,2.623406425e-02,3.302740678e-02,3.523542285e-01,-8.821190149e-02,-1.330617666e-01,2.516070567e-02,2.561387420e-01,6.404864043e-02,2.758336663e-01,1.170714386e-02,-2.465644293e-02,-3.290345892e-02,2.444026917e-01,-1.121690380e-03,-3.162572160e-02,-1.849669404e-02,-5.569761619e-03,2.866854426e-03,1.639135368e-02,-1.207631081e-02,-6.091057882e-02,1.878271550e-01,3.445592225e-01,-2.802690677e-02,7.156098261e-03,-7.171578240e-03,-8.670587093e-03,3.649506951e-03,2.200452797e-02,-3.490230814e-02,-5.830800533e-02,1.906566322e-02,4.387414083e-02,-5.638878420e-02,7.917032391e-02,-3.300718963e-03,-1.312843710e-02,-1.847036928e-02,1.933037862e-02,-3.276573867e-02,3.222865611e-02,2.563174441e-02,1.180345542e-03,2.934038267e-02,7.924610376e-02,-2.293981425e-02,2.192213014e-02,3.510486707e-02,1.107609086e-02,8.797704428e-02,-6.004782021e-02,3.645445779e-02,-6.088415906e-02,5.274179950e-02,2.786615491e-02,-1.441417821e-02,1.011920273e-01,2.607422881e-02,-9.873420000e-02,2.421092838e-01,2.448053211e-01,-5.971657112e-03,-8.129315078e-02,1.283082217e-01,-2.160555124e-02,-4.344885703e-03,3.666111529e-01,-5.837772787e-02,-6.609947979e-02,-6.776745617e-02,2.662397027e-01,-5.635852367e-02,3.255561292e-01,-2.114325389e-02,-1.902830414e-02,-5.001727864e-02,3.210481107e-01,-7.149685174e-02,-5.279561505e-02,-7.947613299e-02,-1.812057197e-02,-4.982253537e-03,-2.908192575e-02,1.761705428e-02,-1.386636216e-02,2.645515501e-01,3.723305166e-01,-8.925158530e-02,5.716820806e-02,-8.154834807e-02,7.581214420e-03,3.009514138e-02,2.581541054e-02,5.259739980e-02,3.988558892e-04,5.954954028e-02,2.340273000e-02,-1.779881120e-02,6.862607598e-02,-3.176865401e-03,1.117788441e-02,-7.584993728e-03,5.982417613e-03,2.211975865e-02,-4.561396316e-02,-2.074296353e-03,4.721804708e-02,-8.346720785e-02,1.097080782e-01,-3.545435145e-02,-4.891518969e-03,-3.044917434e-02,2.097466588e-02,-3.754597902e-02,1.695629023e-02,-5.178540945e-02,3.243506327e-02,-6.864561699e-03,1.787191629e-02,2.099871263e-02,1.660644412e-01,-3.809572756e-02,-1.013300940e-01,2.655536830e-01,1.754063070e-01,2.121711336e-02,4.748461768e-03,2.445109189e-01,-1.898438204e-04,-2.138400376e-01,3.572112918e-01,-8.649296314e-02,-4.489432648e-02,-5.947797373e-02,2.371855825e-01,-2.528495155e-02,2.559683621e-01,-1.118381545e-01,-6.622938067e-02,-7.049771398e-02,3.046379685e-01,-1.125655174e-01,-8.540314436e-02,-1.114212318e-05,-1.152952686e-01,-9.505289793e-02,-1.044894308e-01,1.467066444e-02,-1.091273800e-01,2.074982077e-01,3.270858824e-01,-9.522986412e-02,5.394972395e-04,1.606695354e-02,-3.398821130e-02,1.334834695e-01,1.304217614e-02,1.364675164e-02,1.623547077e-02,6.577447057e-02,-6.692943722e-02,-4.722338542e-02,1.130918115e-01,-2.134888200e-03,-7.253285963e-03,-2.780146711e-02,6.970272958e-02,-3.412029520e-02,7.556219399e-02,-2.387387864e-02,-6.177739054e-02,1.233317144e-02,3.223070130e-02,-4.718251526e-02,-1.045478228e-02,5.632701889e-02,-1.615840197e-02,-4.009115696e-02,-3.857414052e-02,5.739933997e-02,-6.950420327e-03,1.015391201e-01,8.781071752e-02,-1.398056932e-02,-5.610436574e-02,3.182010725e-02,3.336502984e-02,-4.604382440e-02,-1.469048560e-01,1.609196700e-02,1.571078086e-03,-7.651573420e-02,6.626717746e-02,4.798920825e-02,-2.584318817e-01,-1.337411068e-02,-4.730021115e-03,9.915887378e-03,-1.076984107e-01,-1.208696235e-02,-2.944985926e-01,1.932951808e-02,3.584204987e-02,-3.108463623e-02,-3.769399524e-01,-1.410786808e-02,-4.491750523e-02,8.784995414e-03,-1.847058348e-02,-6.738170981e-02,2.589219064e-02,-6.358952075e-02,-1.137198508e-02,-1.895052195e-01,-3.186806142e-01,8.787280880e-03,9.815217927e-03,4.544213414e-03,3.251501173e-02,9.918462485e-02,-9.438405745e-03,9.393615648e-03,1.702381996e-03,-4.341767728e-02,-2.801170200e-02,4.242009670e-02,-1.258163434e-02,1.078241412e-02,1.144050807e-02,4.941538721e-02,1.812781021e-02,1.848322153e-02,5.807643384e-02,-2.304259129e-02,2.548376471e-02,-2.728796098e-03,-3.520979732e-02,-1.592113636e-02,4.080440849e-02,-1.765636541e-02,2.839498222e-02,4.423930775e-03,-2.538187802e-02,-2.267810330e-02,-2.252255380e-02,-2.256877022e-03,-1.559972391e-02,-5.280276760e-02,-1.091087423e-02,-1.675525680e-02,-3.724129125e-02,-1.395397782e-01,-1.092504114e-01,2.566883154e-02,9.513976425e-02,-6.473864615e-02,2.622186579e-02,-5.953900516e-02,-1.472211033e-01,-9.651942179e-03,-3.619788587e-02,3.829923272e-02,-1.922581531e-02,1.720967889e-02,-2.493083775e-01,-5.836700648e-02,-5.324670672e-02,1.470409334e-02,-2.468766272e-01,-3.384961560e-02,-2.993243001e-02,-6.042322144e-02,1.808965579e-02,5.802604370e-03,-5.216096342e-02,2.982836775e-02,1.010438893e-02,-1.356279403e-01,-2.075858563e-01,-4.788356647e-02,-4.129396752e-02,-5.462092347e-03,-9.060197510e-03,1.584327780e-02,7.253344636e-03,-1.944030635e-02,1.860415004e-02,-6.318055093e-02,-4.657853767e-02,1.844177209e-02,-2.472991869e-02,2.055933140e-02,3.158427402e-02,5.724547058e-02,3.369825426e-03,-7.261919230e-02,1.114110346e-03,2.725142986e-02,1.926761679e-02,4.435217381e-02,4.047244787e-02,1.946864277e-02,-2.928026579e-02,-2.378182672e-02,-5.288105085e-02,1.839938574e-02,-6.327481568e-02,-3.194188327e-02,-1.083072741e-03,-2.837216668e-02,-1.126789115e-02,-2.436893433e-02,-2.271745726e-02,-4.335501790e-02,6.519912928e-02,-1.920929402e-01,-1.425572485e-01,-2.228495292e-02,-1.871006377e-02,-3.452780098e-02,-3.608641913e-03,-3.178022802e-02,-1.994776726e-01,6.115042046e-02,7.895751297e-02,7.110927254e-02,-9.192530066e-02,2.361211460e-03,-1.492400765e-01,2.944422513e-02,7.369671762e-02,3.328921273e-02,-1.333503723e-01,5.255965889e-02,1.863804832e-02,-3.534735739e-02,7.035388798e-02,7.004710380e-03,7.079728693e-02,-4.713671654e-02,7.180308551e-02,-8.856174350e-02,-1.962741017e-01,6.094091386e-02,2.747677267e-02,3.172210231e-02,7.972200215e-02,2.836962603e-02,4.008314386e-02,-6.959925592e-02,-2.991289459e-02,-1.175579801e-02,-2.577631176e-02,5.827074870e-02,8.120841347e-03,7.219351083e-02,-6.633743178e-03,5.115364864e-02,8.234361559e-02,-5.094057694e-02,9.762329981e-03,1.306289732e-01,4.372646101e-03,8.359848708e-02,2.547722310e-02,1.220012382e-01,-2.445407026e-02,7.274581119e-03,1.320873853e-03,1.187738776e-01,5.343641341e-02,3.732845560e-02,3.020541044e-03,9.420478344e-02,4.765520990e-02,7.061783224e-02,2.246598154e-02,7.869823836e-03,2.499888465e-02,2.129874658e-03,1.769428700e-02,1.871812157e-02,-3.798599169e-02,-2.356306091e-02,-2.483399212e-02,1.481565880e-03,-1.040767133e-02,-4.697033018e-02,4.298841581e-02,6.029935554e-02,4.656616226e-02,2.368851565e-02,-7.982036099e-03,-1.022249181e-02,2.148005553e-02,2.924202755e-02,-9.497424588e-03,3.012416512e-02,-4.135661572e-02,4.187247902e-02,-1.414220966e-02,-4.835787788e-02,9.284647182e-03,-2.759317495e-02,-4.624101520e-02,5.640506744e-02,9.846192785e-03,1.120197214e-02,5.776482634e-03,1.501846407e-02,3.996625543e-02,-5.668959115e-03,1.582390442e-02,4.219494015e-02,-1.245258655e-02,-2.389647067e-02,1.696391776e-02,5.659656972e-02,-3.520179912e-02,-1.761593111e-02,3.903606907e-02,2.472595312e-02,1.909793541e-02,-1.457474567e-02,-2.316875011e-02,5.044627562e-02,-7.022893429e-02,-4.025623575e-02,3.743214160e-02,-1.579373702e-02,1.487217657e-02,5.824544653e-02,1.215514820e-02,-1.126528066e-02,8.129652590e-02,4.880608618e-02,-3.520099446e-02,3.195635974e-02,-4.792857915e-02,-5.543934926e-02,-3.425493836e-02,-3.672310710e-02,-1.233537099e-03,-1.660241634e-01,-1.707570553e-01,-1.689244993e-03,-1.137371175e-02,-4.574124888e-02,3.842646629e-02,-8.729452267e-03,-2.593495250e-01,9.522774257e-03,5.979378521e-02,-7.812695578e-03,-1.078786999e-01,-1.944845170e-02,-2.267414331e-01,5.235053971e-02,1.235480513e-02,9.071127512e-03,-2.672495842e-01,-4.308769479e-02,2.096544951e-02,-3.479124233e-02,-1.056393515e-02,-1.499150880e-02,-1.423134841e-02,7.695611566e-02,7.068170235e-03,-9.643812478e-02,-2.778900564e-01,-5.727368873e-03,-1.927878358e-03,2.316970937e-02,1.145832823e-03,4.999631085e-03,9.232629836e-02,-5.646355078e-02,5.075420439e-02,2.333982149e-03,5.406194553e-02,1.582020335e-02,-1.255885698e-02,-1.966780052e-02,2.021518536e-02,1.169831753e-01,5.400449038e-03,1.555356011e-02,-4.125670716e-02,2.127836086e-02,-8.085633814e-02,-2.057487145e-02,-5.334821343e-02,7.355025411e-02,-2.951056231e-04,-1.451497711e-02,6.368054450e-02,6.428863108e-02,-1.814555726e-03,3.374074399e-02,7.425695658e-02,1.777846739e-02,3.969545662e-02,1.751060039e-02,1.837940216e-01,-1.238297857e-02,-1.121992469e-01,2.885300219e-01,2.806088924e-01,-1.009301096e-01,-6.204867363e-02,1.882324070e-01,-5.463222787e-02,-1.324288100e-01,4.005378187e-01,-1.094836667e-01,-1.077164114e-01,-7.859381288e-02,2.837131321e-01,-5.316287279e-02,3.063637912e-01,-1.194907874e-01,-3.377304599e-02,-1.676940620e-01,2.080835700e-01,-8.291582018e-02,-5.491180345e-02,3.984643612e-03,-1.429979056e-01,-2.275181860e-01,-1.038104966e-01,-3.189037740e-02,-1.121132374e-01,2.307857275e-01,2.487733960e-01,-1.155532748e-01,-3.565495834e-02,6.994852447e-04,-7.072677463e-02,8.774961531e-02,6.718514860e-02,1.918361336e-02,-5.238215253e-02,3.805140406e-02,4.562994838e-02,-2.202914096e-02,1.270417571e-01,-1.991566271e-02,1.035764534e-02,-7.927501202e-02,6.873688847e-02,1.319035422e-02,1.403278410e-01,-6.033323705e-02,4.708161950e-02,1.082872599e-02,1.458684504e-01,3.247092245e-03,2.739857323e-02,8.482121862e-03,3.067002445e-02,-5.846099928e-03,-3.981404752e-02,-3.691002727e-03,-2.191123180e-02,4.106553644e-02,6.458884478e-02,-3.291815892e-02,-1.777660660e-02,-2.292541554e-03,5.368997902e-02,-1.080251709e-01,-1.880561560e-01,4.810413811e-03,-4.382016137e-02,-8.391893655e-02,-1.039075404e-01,3.936051950e-02,-1.512296498e-01,9.004601091e-02,4.487986118e-02,4.372902587e-02,-1.107056066e-01,1.556042675e-02,-1.681829244e-01,4.482705146e-02,1.261866186e-02,3.352959454e-02,-2.391547710e-01,1.602690550e-03,4.794350639e-02,-1.253840700e-02,3.439791501e-02,7.700163871e-02,7.343654335e-02,-7.768069953e-02,3.251589090e-02,-9.035028517e-02,-2.168949693e-01,7.411587238e-02,1.115915179e-01,2.930248342e-02,-6.885810941e-02,9.042583406e-02,1.129391324e-02,1.451120619e-02,-3.266211599e-02,3.010888770e-02,6.554448605e-02,9.923609346e-02,-2.698837314e-03,3.408128396e-03,3.476354107e-02,-4.334764555e-02,-1.415762771e-02,6.700653583e-02,-7.123042829e-03,-2.011170797e-02,-4.598422442e-03,1.048038155e-01,1.702367142e-02,5.029699206e-02,1.878144592e-02,-3.570429748e-03,9.797972441e-02,1.000501681e-02,5.504982919e-02,-2.571585029e-02,7.633211464e-02,5.740790069e-02,7.051851600e-02,4.728396609e-02 +biases1 = -5.316269770e-02,-1.113830222e-04,1.467336118e-01,8.170850575e-03,-1.932765171e-02,-1.483303931e-04,5.987030454e-05,-4.082224518e-02,-3.608318220e-04,2.550103962e-01,-1.194233447e-01,9.346500039e-02,4.329372942e-02,1.138890237e-01,-8.141142875e-02,2.649398148e-02,-1.260073632e-01,1.143180281e-01,6.111640856e-02,2.029736638e-01,-1.362036020e-01,2.590020597e-01,3.517974168e-02,-8.090799383e-05,1.247636601e-01,2.715464532e-01,1.542121321e-01,-1.205073297e-02,1.133862063e-01,-6.985936314e-02,-1.479066908e-01,1.976337135e-01 +weights2 = 1.705929041e-01,-4.246199131e-02,-1.028314382e-01,3.134498894e-01,3.463603854e-01,-7.102941163e-04,2.366167028e-03,1.932401657e-01,1.468510181e-02,-1.456565857e-01,4.673637152e-01,-8.948862553e-02,-6.909257174e-02,-1.019421145e-01,2.757608294e-01,-4.765265062e-02,3.919605911e-01,-1.126753390e-01,-7.589280605e-02,-1.171306670e-01,4.403487146e-01,-1.249689236e-01,-7.879770547e-02,-8.966664784e-03,-1.031895429e-01,-1.586244404e-01,-8.970268071e-02,-1.465928741e-02,-9.366585314e-02,2.850559056e-01,4.706156552e-01,-1.044854373e-01 +biases2 = 9.556490183e-02 diff --git a/params/D00124.001.txt b/params/D00124.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cc89cc10ba98050b36df8c63492541d4b87ce90 --- /dev/null +++ b/params/D00124.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 6.507154703e-01,6.014797837e-02,-5.302876607e-02,8.427500870e-05,1.381603926e-01,3.296455368e-02,-2.114796953e-04,1.427735686e-01,-3.865991021e-04,1.046445614e-04,2.574125677e-02,1.943247616e-01,8.078920096e-02,-8.348315954e-02,7.813715935e-02,-5.779611529e-04,-3.443869054e-01,-9.060015529e-02,3.018588573e-02,8.155006799e-05,-1.028639600e-01,5.204835441e-03,-3.019198542e-03,-1.446245909e-01,-9.916268755e-05,-1.882861689e-04,-2.735004723e-01,-1.212779880e-01,-1.359808521e-04,1.398305409e-02,-6.694497168e-02,-3.212796873e-04,-1.919730753e-01,-2.887296118e-02,1.138729453e-01,-2.261254558e-04,-8.973215520e-02,-1.448075287e-02,-5.503292195e-03,-1.494027823e-01,-2.061705454e-04,-1.580433491e-05,-9.040545672e-03,-1.743704975e-01,-5.758479238e-02,1.386539340e-01,-1.265444160e-01,-1.651505940e-03,-3.593616784e-01,-6.358145922e-02,-1.903184503e-01,-6.398430560e-04,-1.070646420e-01,-1.042343676e-01,-2.368126530e-03,-5.414623767e-02,-1.441240747e-04,-3.325149883e-04,1.681771278e-01,-8.800096065e-02,-6.040132791e-02,-1.279703379e-01,-6.740254164e-02,2.967662294e-04,-4.095240235e-01,1.043066680e-01,9.601268917e-02,4.813178384e-04,1.388345659e-01,-1.218929440e-01,-3.537902609e-03,1.980673373e-01,-9.999463509e-05,9.534774290e-05,7.664890587e-02,-1.645299792e-02,-9.160256013e-03,4.367278144e-02,9.800460935e-02,-5.826490233e-04,-1.540092081e-01,-1.427866220e-01,-1.182446629e-01,-3.617194889e-04,-7.879823446e-02,4.602323472e-02,-2.346990630e-03,-5.379237980e-02,-1.304429315e-04,1.218553166e-06,-2.400755882e-01,-1.972103715e-01,7.644310594e-03,-5.566227436e-02,-8.528286219e-02,-1.353964442e-03,5.808277130e-01,-1.012307033e-02,8.023716509e-02,-1.188154565e-04,-1.912521124e-01,-6.675604382e-04,-3.103689523e-04,-1.752875447e-01,1.009973857e-04,4.000747867e-04,-1.348791271e-01,1.355827600e-01,-8.611110598e-02,3.425799310e-02,-1.062106267e-01,-6.408962654e-04,-2.621460855e-01,-7.402674854e-02,-1.571564227e-01,-4.101957602e-04,-3.032367304e-02,-4.137065727e-03,-4.741989542e-03,-1.758473366e-01,8.892707410e-05,-4.950905568e-04,2.092001289e-01,-1.116105318e-01,5.004087836e-02,-8.101980388e-02,-8.991666138e-02,-2.240545873e-04,4.748646617e-01,7.039937377e-02,-1.176468842e-02,3.002198646e-04,1.014830023e-01,3.536838293e-02,-3.487371607e-03,1.285120845e-01,-3.050779342e-04,-3.304808051e-04,-2.579826862e-02,3.270734251e-01,-5.095019192e-02,-1.575494856e-01,1.277467906e-01,5.127066979e-04,-2.228913009e-01,3.578888252e-02,5.170014128e-02,7.000653568e-05,-1.488601267e-01,1.174407601e-01,-2.998857526e-04,-1.133856550e-01,6.249643775e-05,1.364909403e-04,-2.345372140e-01,-1.912353188e-01,7.777968049e-02,1.635784358e-01,-9.380105138e-02,-1.187922782e-03,-1.698986739e-01,-2.295569777e-01,8.184287697e-02,-2.359481878e-04,3.184337169e-02,-2.453506552e-02,-2.821960021e-03,-3.199975239e-03,-2.608182549e-04,2.614169534e-05,-3.334769234e-02,-1.706298292e-01,-9.813310578e-03,3.173754364e-02,-6.616596133e-02,-7.397797890e-04,-3.275906742e-01,-5.962363139e-05,-2.206796259e-01,-5.014170310e-04,-1.464949697e-01,-2.088090330e-01,-4.273652099e-03,-2.172537297e-01,1.027740200e-05,-2.688214590e-04,2.046909183e-01,-1.539773941e-01,-5.472208560e-02,-9.730204195e-02,-1.518952847e-01,-8.940090775e-04,5.771353245e-01,1.807388961e-01,-8.905895054e-03,2.939123369e-04,1.648469269e-01,-2.022111714e-01,-2.958344063e-03,3.469683826e-01,-2.738576441e-04,-1.824844658e-04,2.234179676e-01,3.480105996e-01,-4.692585766e-02,-3.907476738e-02,-2.798559377e-03,-7.507314876e-05,-4.169398844e-01,-1.436582208e-01,1.261428744e-01,-2.421393001e-04,-1.672108620e-01,-9.484760463e-02,-3.078782698e-03,-6.269814074e-02,-1.207833629e-04,-1.539806399e-04,-4.985159039e-01,-1.692133397e-01,-5.653759092e-02,-4.011540487e-02,-2.156260908e-01,-1.198086888e-03,-2.618404627e-01,-1.647594571e-01,1.387749333e-02,-4.159902746e-04,-1.157079414e-01,1.185860559e-01,-2.059807302e-03,-2.289721966e-01,-1.139572996e-04,-1.236234239e-04,-1.936358064e-01,-1.323247999e-01,8.764357120e-02,2.627715236e-03,2.923604660e-02,-1.259018318e-03,-1.434189379e-01,4.876398947e-03,-2.297653407e-01,-6.686648703e-04,-4.384561256e-02,9.835762531e-02,-2.700042911e-03,-2.607626319e-01,-1.384721691e-04,-7.373769768e-05,3.793592751e-01,-2.362307757e-01,-2.163923718e-02,1.741980202e-02,6.302703172e-03,6.034511607e-04,2.407857478e-01,-4.397957772e-02,-2.295687795e-01,5.085979501e-05,5.126700923e-02,5.904556811e-02,-6.409827620e-03,5.872821808e-01,-1.622703712e-04,-4.206335580e-04,1.739960723e-02,1.672908068e-01,-3.849458322e-02,-9.815838188e-02,9.514867514e-02,1.694415114e-04,-3.619682491e-01,4.135605879e-03,8.977480978e-02,2.833982398e-05,-1.367755085e-01,8.405765891e-02,-3.433374455e-03,-2.471613586e-01,-4.061991785e-05,-2.170492662e-04,-3.627493978e-01,-8.514837921e-02,-6.041825935e-02,3.246441483e-02,1.087794639e-02,3.563099744e-05,-2.184285596e-02,7.538622245e-03,7.922382653e-02,-6.707594148e-04,-1.059314758e-01,-5.797576532e-02,-4.426366184e-03,-3.541779816e-01,1.954738982e-04,2.395234151e-05,6.205302104e-02,-1.611980796e-01,7.546105981e-02,-4.143614322e-02,-1.133781821e-01,-9.622382349e-04,-1.016220003e-01,-9.032460302e-02,-3.817896545e-02,-3.127304371e-04,3.006183356e-02,-1.657567918e-01,3.521356033e-03,-1.916168332e-01,-2.350199211e-04,-4.182987032e-04,1.945793629e-01,-1.101423129e-01,-1.407716516e-02,4.816124216e-02,-1.763659269e-01,-5.742220092e-04,2.395239919e-01,1.215325370e-01,-2.051157411e-03,4.331949094e-05,1.983970255e-01,-2.218926102e-01,3.510508221e-03,2.837506235e-01,-5.665659410e-05,-1.405585790e-04,1.102176383e-01,2.351206243e-01,-1.694330573e-02,-7.048932463e-02,2.859401405e-01,-1.152698416e-03,-2.935794592e-01,2.569650300e-03,1.453091577e-02,3.327420563e-04,-2.144151777e-01,1.799436957e-01,-8.540468290e-03,-3.190155923e-01,4.261660433e-05,-1.281543227e-04,-2.062492371e-01,-2.676459551e-01,-5.104235560e-02,-7.939417847e-03,-1.897524148e-01,-4.766102065e-04,-3.999044746e-02,-2.260294855e-01,-3.634869307e-02,-3.522250627e-04,-2.611468360e-02,6.593339145e-02,-6.555532105e-03,3.454944119e-02,3.467984789e-04,-3.661056689e-04,-2.164739519e-01,-1.041784137e-01,8.480293304e-02,-8.229183732e-04,-1.279989481e-01,-7.467482355e-04,-1.513736546e-01,-2.106532641e-02,-7.466917485e-02,-6.355075748e-04,-1.196281016e-01,-1.040978059e-01,-3.554749856e-05,-2.045219094e-01,2.425337334e-05,-7.575045311e-05,2.240065932e-01,-5.372850597e-02,-5.501288921e-02,2.028995380e-02,-1.515420377e-01,3.926698701e-04,8.392956108e-02,2.791644633e-01,-4.456387088e-02,4.556668573e-04,1.039584749e-03,-1.315560192e-01,-1.464545727e-03,3.640624881e-01,-2.007561561e-04,-4.379137536e-04,3.207606971e-01,1.929421574e-01,-2.858313918e-02,-1.295481473e-01,4.861391708e-02,2.894799109e-04,-1.648919582e-01,-9.987088293e-02,-5.617435649e-02,-3.876532137e-04,-6.533975154e-02,-1.105765998e-01,-3.657786874e-04,-2.634470761e-01,1.020118361e-04,1.369125239e-04,-4.515844882e-01,-1.694979370e-01,6.726925075e-02,5.696865916e-02,-8.436821401e-02,-1.171787037e-03,-1.294899881e-01,-2.315346152e-01,1.798281670e-01,-4.789581290e-04,-7.146906853e-02,2.526786029e-01,-7.808237337e-03,-4.293773323e-03,3.260701196e-04,2.076779856e-05,-2.065343857e-01,-2.385334522e-01,-8.980943821e-03,9.812898934e-03,-1.059147492e-01,-1.033836044e-03,-3.479797021e-02,-7.073402405e-02,-1.780481339e-01,-2.441955148e-04,-2.614083514e-02,-9.160005301e-02,-1.218732446e-03,-3.009950817e-01,-2.116903925e-04,-1.353318075e-04,2.479936332e-01,2.575018443e-02,-6.746216118e-02,4.134213086e-03,-4.093198106e-02,-2.952892100e-04,1.197280809e-01,2.076863199e-01,7.568057626e-02,-5.968351252e-05,1.237752885e-01,-1.281013936e-01,-2.737401985e-03,5.015022755e-01,-3.695722844e-04,5.616953331e-06,2.096150666e-01,5.671045184e-02,-2.958499081e-02,-6.974887848e-02,-3.807058930e-02,8.060495602e-04,-1.765818745e-01,-1.621408761e-01,2.029208094e-01,-3.534843563e-04,-1.233593002e-01,-2.053297609e-01,-1.977213891e-03,-2.430457026e-01,-2.311169374e-04,-1.701459551e-04,-2.190889418e-01,-1.219533235e-01,9.213321656e-02,-1.816487312e-01,-1.225812286e-01,-1.699294779e-03,-3.566784039e-02,-1.573582888e-01,-1.102800071e-01,-1.511078444e-04,-3.933918104e-02,4.624110758e-01,-3.228105605e-03,-2.204377055e-01,8.275745495e-05,-3.416467280e-06,-2.054442018e-01,-5.909037590e-02,-1.917641610e-02,1.802121848e-01,-9.263647348e-02,-1.045109821e-03,-1.530164480e-01,-1.129396260e-02,-2.668639421e-01,-1.493946038e-04,-1.227620244e-01,-2.094817609e-01,-2.713617170e-03,-2.430339903e-01,-3.158916079e-04,-2.045449364e-04,1.256176084e-01,-6.501939148e-02,-8.084095269e-02,1.271697786e-02,6.969181448e-02,-6.438913406e-04,6.360305008e-03,9.470385313e-02,-1.202357039e-01,5.009602755e-04,-5.103797466e-02,-1.650261432e-01,6.782129407e-03,3.243712783e-01,-4.787447688e-04,-5.919490359e-04,9.835750610e-02,-4.014120251e-02,-5.009625107e-02,1.492927503e-02,2.572447248e-02,5.822082749e-04,-2.091397047e-01,-1.655341834e-01,2.710423768e-01,-4.843243223e-04,-1.008867621e-01,-1.545260102e-01,-6.380303763e-03,-2.001782805e-01,1.525772495e-05,7.156749780e-05,-9.956334531e-02,-3.876316920e-02,1.309821159e-01,-1.494822949e-01,-5.886244774e-02,-1.162282540e-03,3.334915265e-02,-1.074130461e-02,-2.975231782e-02,-6.607236573e-04,-5.801183730e-02,4.023967385e-01,-7.879222743e-03,-4.733160883e-02,2.021039290e-05,-1.865936065e-04,-2.506352067e-01,-6.747423857e-02,-6.624855846e-02,1.665020883e-01,-5.197075754e-02,-1.310640480e-03,-7.586895674e-02,-4.085814953e-02,-2.201946527e-01,-1.327239734e-04,4.840365425e-02,-1.626168340e-01,-3.417299362e-03,-2.819416225e-01,5.575844625e-05,-2.469628816e-04,1.635658890e-01,-4.378245398e-02,-5.282470584e-02,-9.028604627e-02,-9.870991111e-02,-2.561054716e-04,5.508328229e-02,1.323162317e-01,-2.340426445e-01,2.589793075e-05,6.801334769e-02,-1.043834537e-01,-2.505608834e-03,3.447824717e-01,-1.905219688e-04,-1.513977768e-04,-1.896338016e-01,-1.325820684e-01,-1.485783048e-02,1.876012050e-02,2.474388927e-01,4.859250330e-04,-2.285673171e-01,-3.064011782e-02,1.753096133e-01,-5.307035754e-04,-8.656737953e-02,1.121703628e-02,-8.281271905e-03,-3.801311553e-01,6.088464943e-05,8.611978956e-06,-1.143444553e-01,1.221924741e-02,-5.106914043e-02,-1.098082215e-01,-1.318804324e-01,-1.147256698e-03,-3.771976382e-02,-8.951771259e-02,5.886312108e-03,-6.454649265e-04,-8.025628328e-02,2.609193325e-01,2.164644655e-03,-1.013070643e-01,7.962013115e-06,-3.451893645e-05,2.199645787e-01,-1.422322839e-01,4.753947258e-02,1.836127937e-01,-8.246213943e-02,-2.771551663e-04,-3.301248699e-02,-1.349659711e-01,-4.588918388e-02,3.461681627e-05,-6.221766397e-02,-2.478011847e-01,-3.188710660e-03,-6.945411861e-02,-1.574570342e-04,1.779422455e-04,-5.069964100e-03,7.255030423e-02,-1.870402321e-02,-1.512062997e-01,-2.167982012e-01,-6.316697109e-04,1.259737462e-01,-2.220309824e-01,-4.875234142e-02,-9.199151827e-05,1.524103153e-02,6.137559190e-02,9.778405540e-03,1.266883127e-02,-4.014984297e-04,-1.967955177e-05,3.020781092e-02,2.131467611e-01,6.123820785e-03,-4.221524298e-02,-7.860767841e-02,-1.745820860e-03,-9.588044137e-02,-1.078576520e-01,-2.945344895e-02,-6.274132757e-04,-8.228226006e-02,-6.814175844e-02,-7.483129390e-03,-3.223270774e-01,-1.501351799e-04,-4.544511830e-05,-2.636333704e-01,-2.971799374e-01,-7.965889573e-02,-5.352463201e-02,4.259756953e-02,-5.542225554e-04,-1.590887457e-02,7.265693694e-02,6.933987886e-02,-4.554591724e-04,-2.801098861e-03,6.439670920e-02,-7.083184551e-03,4.408067092e-02,2.346017864e-04,1.330369269e-04,-9.757981449e-02,1.033152938e-01,8.467984200e-02,1.887656301e-01,-1.707019508e-01,5.988288322e-04,-2.586624324e-01,1.344548017e-01,-8.994864672e-02,-2.441435936e-04,-9.145653248e-02,-1.376837194e-01,-5.975387525e-03,6.021961197e-02,-3.981023110e-05,-7.916421600e-05,2.426479012e-01,-2.087510079e-01,-4.865070805e-02,-1.519118100e-01,2.357253246e-02,-7.816623547e-04,1.771734804e-01,1.905570179e-01,-2.774248123e-01,1.565782732e-04,-1.958115250e-01,-2.589141019e-02,-1.083500218e-02,-2.365378141e-01,-2.914195939e-04,-2.347626723e-04,1.163399518e-01,8.637554944e-02,-6.277602911e-02,-3.100404143e-02,-2.150138021e-01,1.105146715e-03,-3.625804186e-01,-1.437106133e-01,1.611312777e-01,-1.613952481e-04,1.066374704e-01,6.034840830e-03,1.187942736e-02,1.231269315e-01,-3.447126073e-04,2.615552221e-04,-2.403236181e-01,-1.240152866e-01,3.350052983e-02,-6.021824479e-02,2.813004516e-02,-5.792945740e-04,-1.120978892e-01,-5.840570107e-02,1.073954627e-01,-1.451072749e-04,5.694439635e-02,8.371579461e-03,-9.548686445e-03,1.954412162e-01,-3.976453445e-05,-3.990803962e-04,-5.363552645e-02,-2.788841128e-01,7.956637070e-03,1.331814528e-01,3.187893704e-02,-1.737759216e-03,5.233161524e-02,-1.116805747e-01,-9.008095413e-02,-3.753458441e-05,-1.294567734e-01,-6.961070001e-02,-2.327479422e-03,-2.881082594e-01,-4.378812737e-04,1.775645505e-04,8.926914632e-02,1.267923117e-01,-1.593436487e-02,-1.010087356e-01,-2.826158516e-02,-6.470642402e-04,8.097273111e-02,-1.314481497e-01,-2.836511433e-01,-1.706867333e-04,-1.983937919e-01,-1.197668687e-01,-6.307052914e-03,8.656546474e-02,2.311912685e-04,-9.946557839e-05,2.021944225e-01,1.633762419e-01,-3.221491724e-02,2.274045199e-01,-7.982219011e-02,1.849496621e-03,-3.549549878e-01,-1.386214644e-01,-1.194464490e-01,-5.424931296e-04,3.303315341e-01,7.408760488e-02,6.094128359e-03,1.725592762e-01,3.381393981e-05,3.705464769e-04,-2.860676646e-01,-7.264476269e-02,2.416724339e-02,-1.490449607e-01,1.647309959e-01,-1.668079989e-03,-7.833104581e-03,3.420343995e-01,4.708346725e-01,-5.185366608e-04,-8.370291442e-02,2.517271601e-02,-5.795163568e-03,-1.321515534e-02,-7.413316780e-05,1.499577775e-04,-7.541272044e-02,1.299816091e-02,2.348692901e-02,-8.127348125e-02,-7.441439480e-02,-1.216442790e-03,3.682748601e-02,-1.946683973e-01,-1.667167693e-01,2.642768959e-04,-2.093759477e-01,-5.966946855e-02,-5.076881964e-03,-4.510279000e-01,1.252945640e-05,-9.485009650e-05,7.068432122e-02,-2.931525111e-01,-5.232142285e-02,-5.668052286e-02,-1.944203973e-01,-8.323333459e-04,5.633040145e-02,-2.344901860e-01,-1.339358836e-01,3.216518380e-04,2.782377303e-01,-1.236840151e-02,-3.256042837e-04,-5.646064878e-02,-3.681549424e-05,-2.879601961e-04,3.455477357e-01,-2.385148853e-01,-4.078315198e-02,1.875603944e-02,2.297870070e-01,1.381151611e-03,-2.555176914e-01,-1.120066494e-01,-2.215453424e-02,-5.344462115e-04,5.197762325e-02,-8.007852361e-03,-8.649760857e-03,1.696859598e-01,1.449446427e-04,-4.120141675e-04,-7.516110688e-02,4.278229177e-01,-1.674265973e-02,1.332258806e-02,-1.531111449e-01,-9.068047511e-04,-3.078957088e-02,-8.809065074e-02,3.417423069e-01,-7.587535074e-04,-2.710518241e-01,-1.593851857e-02,-1.628489234e-03,-4.204436839e-01,-7.940871001e-05,-3.496955833e-05,-1.874719262e-01,-1.228843033e-01,6.567876041e-02,-6.330526620e-02,-1.369930357e-01,-1.367813908e-03,-1.448093448e-02,3.121459484e-01,-2.839418352e-01,-4.207438033e-04,-2.212729454e-01,-4.374743253e-02,-7.796358841e-05,1.018834487e-01,-3.274822957e-04,-2.204585035e-04,-1.715101004e-01,-2.557663023e-01,-4.494852945e-02,-2.721135132e-02,-1.233400255e-01,-1.114649000e-03,2.013040185e-01,-2.334167659e-01,-1.243630275e-01,-2.848476870e-04,1.775426269e-01,-2.183984593e-02,3.505374538e-03,-9.400334209e-02,-1.724551839e-04,8.795272879e-05,3.924753070e-01,6.790122390e-02,-5.151308700e-02,-7.723875344e-02,3.852064610e-01,8.631727542e-04,-1.542486846e-01,2.373572886e-01,-1.773669571e-01,-2.560119610e-04,-6.915948819e-03,2.926494181e-02,-7.732204162e-03,-2.151807547e-01,9.389638581e-05,-1.080614820e-04,-1.090761721e-01,-2.104736418e-01,-6.544774026e-02,-2.141814120e-02,-1.204901934e-01,-1.420619665e-03,-4.955092072e-02,1.191063076e-01,4.367537200e-01,3.473580582e-04,-2.348416299e-01,2.552729473e-02,-3.964803647e-03,2.096389085e-01,-1.770152994e-05,3.633043962e-04,-2.207752764e-01,1.008894742e-01,1.190623567e-01,2.635625377e-02,-2.304553092e-01,-1.092986437e-03,-2.421309650e-01,-2.458491474e-01,-2.333300263e-01,-2.861668763e-04,-9.723968059e-02,-1.139468625e-01,-2.960314974e-03,-1.058786735e-01,-2.689816465e-04,2.284709626e-04,-1.519057453e-01,-1.473972350e-01,-4.006849974e-02,1.396837831e-02,-2.177964151e-01,-8.984665037e-04,1.589469463e-01,-1.734454483e-01,-2.825734913e-01,-5.003797196e-05,2.442776263e-01,-3.925133869e-02,-1.962285023e-03,6.248285994e-02,-5.103009753e-04,-3.126851225e-04,7.105476409e-02,-1.280497015e-01,-8.452115208e-02,1.644080281e-01,2.200911045e-01,1.066218174e-04,-2.473750114e-01,2.102356702e-01,1.236417443e-01,-5.891746841e-04,-1.496530622e-01,2.368169464e-02,-2.967886161e-03,-2.458650023e-01,2.793850726e-04,-3.133814025e-04,-5.234396830e-02,3.101075590e-01,6.317996234e-02,-7.840400934e-02,-2.242405564e-01,-1.148325508e-03,3.750635078e-03,1.308396906e-01,2.495892048e-01,-6.221852964e-04,-1.714343578e-01,-5.185824260e-02,-5.286884960e-03,6.412489712e-02,-4.572078251e-05,1.647740282e-04,-3.055022359e-01,-1.198593527e-01,3.376329690e-02,-6.595369428e-02,-4.657301679e-02,-7.768126670e-04,-1.601360738e-01,-2.903224528e-01,-1.887969077e-01,1.467311376e-04,-8.532765508e-02,-1.251795143e-02,-6.425148458e-04,-8.558028191e-02,-3.352175700e-04,-3.698968794e-04,1.979990453e-01,-2.518100441e-01,-4.939929768e-02,-7.883878797e-02,-1.330352724e-01,-3.117244341e-04 +thresholds = -9.795889258e-01,-4.912583530e-01,-3.955038786e-01,-3.368735081e-03,-6.466478109e-01,-3.214505315e-01,-4.352930933e-02,-8.221191168e-01,-1.754126279e-03,-1.937802299e-03,-3.547661304e-01,-7.585031390e-01,-1.495316029e-01,-2.349691093e-01,-7.336921096e-01,-8.379429579e-03 +weights1 = 6.000620499e-02,-9.018248878e-03,2.691217661e-01,3.765151799e-01,-3.877683952e-08,2.158271521e-01,8.968915388e-09,4.161222279e-02,-9.291995317e-03,-3.701106621e-08,-1.428069621e-01,-3.554524446e-04,5.623064190e-02,-1.542330999e-02,-1.757437396e-08,4.821092503e-08,1.948753558e-02,4.893699661e-02,5.380007906e-08,3.560241759e-01,-1.463589072e-02,-1.756100506e-01,-1.047492493e-08,-7.301863292e-08,2.534443140e-01,-1.926515658e-08,-4.892220407e-09,-5.068511300e-08,6.849183142e-02,-9.921233356e-02,-9.368388355e-02,-9.043549746e-02,-6.052855169e-04,-1.132422881e-06,4.323014582e-04,-2.880493412e-04,-3.083033562e-08,-4.615866055e-04,7.395964861e-02,-7.582957624e-04,5.766263556e-08,-5.826761296e-08,3.595182463e-08,-8.497001231e-02,6.463324809e-08,6.640534848e-04,-1.126483706e-08,4.124353836e-08,1.152174946e-06,-6.193300942e-05,-3.149784078e-08,-2.527476987e-03,1.311529640e-08,-1.353478711e-02,4.856827385e-09,-4.796490671e-08,-9.791857337e-06,-1.053447729e-08,-1.450874843e-03,4.462781433e-08,3.307321167e-04,2.097307006e-04,3.681350267e-03,-3.035351401e-03,1.595625281e-01,8.147150511e-04,2.272873819e-01,9.541372955e-02,-4.607533555e-08,1.863166839e-01,6.759574944e-08,1.266987175e-01,5.948205853e-06,5.735054742e-08,-1.643588394e-02,-1.588728192e-04,7.463525981e-02,-6.785395741e-02,-2.172525626e-08,1.168049213e-08,4.606270790e-02,6.488619745e-02,-5.162482708e-08,8.481421322e-02,5.428540106e-08,-1.918674856e-01,-1.855465648e-08,5.757454957e-08,1.374961138e-01,-5.308174877e-08,3.340316823e-08,1.901042346e-08,9.718640149e-02,-1.290692538e-01,-1.107501909e-01,-8.663998917e-03,3.352936255e-05,2.862799913e-02,9.407763137e-04,5.549596390e-04,-1.456881105e-08,6.305467105e-05,-2.092074780e-08,2.306254208e-02,5.960249156e-02,4.100069972e-08,-1.074972943e-06,3.627851441e-08,-2.143528688e-09,-3.975291474e-05,-7.323668338e-09,-4.471686855e-02,7.353415340e-02,-2.661013013e-06,2.928579512e-08,3.473972029e-04,4.934675601e-08,-5.084141776e-06,-4.654782515e-08,-1.408617667e-08,5.201877793e-04,5.106905121e-08,-5.883050935e-09,-4.887288085e-08,1.486409110e-05,5.560371505e-07,-7.493697194e-05,3.374153376e-02,-5.432806537e-02,-2.509192564e-02,2.334934473e-01,2.203845084e-01,3.322330144e-08,9.043335915e-02,-1.750920653e-08,-1.095889211e-01,-1.982276899e-06,7.450693396e-09,7.214727253e-02,8.703691128e-05,-9.172370285e-02,2.071299106e-01,2.962810619e-08,-1.054507037e-09,-3.857553005e-02,-1.177667007e-01,3.980508012e-08,8.534138650e-02,-4.477899296e-08,1.024537683e-01,2.563381507e-08,1.511607728e-08,1.110098660e-01,1.606009725e-08,2.553114520e-08,7.787621570e-08,3.028596286e-03,1.010497287e-01,1.398901194e-01,8.000842482e-02,-6.819187663e-03,1.516457814e-06,-2.380747173e-04,-3.751320764e-02,5.746325016e-08,2.525552642e-03,3.381214242e-08,-9.102036245e-03,3.605773458e-08,-1.866511390e-08,-8.243673074e-05,5.394556801e-09,5.413936410e-09,1.464703004e-03,1.311880560e-08,-5.960158145e-09,-4.060403285e-07,3.403722815e-08,-5.291880356e-08,-7.645176374e-04,1.203032074e-08,2.578477561e-02,2.059602799e-08,4.315210589e-08,-1.001341225e-04,-4.167402068e-08,-3.898272993e-08,3.324042552e-08,1.854979928e-04,1.468688250e-03,3.563269973e-02,8.715508011e-05,-1.884467160e-08,4.060162695e-08,1.163056586e-02,5.876216846e-08,-1.751719991e-09,8.532654494e-03,2.986682235e-09,-8.723657352e-09,1.466500293e-02,-8.072877478e-08,-5.958872862e-08,-1.358551439e-02,-3.201952836e-08,6.495716409e-09,-5.046710372e-02,2.082784611e-08,-2.694952302e-03,-3.273671467e-08,3.325533271e-08,2.304915192e-08,-8.509513982e-09,-2.116656894e-08,-1.565122965e-08,1.846882980e-09,4.063421599e-08,6.763048788e-08,5.718510110e-08,-4.088756711e-08,1.025875118e-08,1.898967916e-08,9.656630340e-08,-5.923438096e-08,4.711642987e-08,4.815278398e-09,1.759100066e-08,-1.255177207e-08,9.234162768e-09,1.620877121e-08,3.218453770e-08,-1.805952188e-08,-2.306449413e-02,-6.168075828e-08,-2.551925782e-08,-7.653837564e-09,-1.149096551e-08,5.134549141e-08,4.704699563e-08,-5.668625747e-08,5.632649902e-08,4.495219486e-08,5.220748278e-08,-1.669753225e-08,5.075504106e-08,5.320580243e-08,1.754228940e-08,4.370309625e-08,1.433068864e-08,5.549611326e-10,4.517433894e-08,-3.646546176e-08,5.950117554e-08,-4.124499853e-08,-3.752048272e-08,-6.075422387e-09,1.144418344e-01,-4.282298498e-03,1.998722553e-01,1.989434063e-01,3.245998359e-09,1.619590670e-01,1.391333537e-08,8.696950227e-02,8.670081542e-08,2.936124055e-08,-2.329091169e-02,-2.347265990e-06,4.207775742e-02,-5.543895997e-03,-8.902275361e-09,-5.184360674e-08,2.057852782e-02,1.770638302e-02,-1.146003736e-08,2.156109810e-01,-4.090741277e-03,-5.969394464e-03,-4.620281402e-08,-1.383536752e-08,1.743077636e-01,-2.602432581e-08,-3.072593957e-09,-3.065736465e-08,1.027881801e-01,3.811650444e-03,5.697925371e-05,-1.043655910e-02,-7.087077392e-05,-5.527558500e-08,-4.619873653e-05,4.789099563e-03,-5.952622741e-03,-4.775205889e-05,1.661535132e-09,4.234586413e-06,1.571786612e-08,-3.307255980e-08,5.791794599e-09,-1.368699021e-08,-2.693844259e-08,2.624420858e-06,2.091268492e-08,-5.218466104e-09,-9.318582528e-08,4.998027947e-08,6.526727159e-09,8.537473332e-05,-4.885539795e-08,7.789071788e-08,9.473354545e-09,-1.606340838e-08,-7.705814824e-06,-4.091838335e-08,3.952260741e-08,2.971122193e-08,-9.186907164e-07,1.137300114e-05,7.315017481e-09,1.838277797e-07,-4.622646794e-02,-1.187759079e-02,5.633563548e-02,8.438168466e-02,-3.120456071e-08,7.789023221e-03,-1.212393652e-08,-2.076794207e-01,2.837925240e-05,-2.808365274e-08,7.290057093e-02,-3.598369658e-02,-8.846569806e-02,1.392019391e-01,1.862665329e-07,-2.965888690e-08,-3.884978220e-02,-1.132006571e-01,-3.469362042e-08,3.394501656e-02,3.920773395e-08,1.320890337e-01,-2.208112271e-08,-2.491166917e-08,2.838505059e-02,-1.892993673e-08,-8.956561796e-04,-2.105974239e-08,-9.812346846e-02,1.676685661e-01,1.558364779e-01,2.278328836e-01,-5.581738660e-04,1.507864226e-06,-5.301684141e-04,5.985979442e-05,1.002649608e-08,-5.113793886e-04,-2.118621190e-08,-3.241930902e-02,2.810674778e-04,4.627034400e-08,3.568842658e-05,-3.009933280e-08,3.528923997e-08,3.403064911e-04,4.910958751e-08,5.651455837e-08,-1.157559836e-06,-2.087057655e-04,-3.438920615e-08,-1.106540207e-03,-4.922492636e-08,-4.860658082e-04,3.779716451e-08,-2.258347287e-08,-2.214520238e-02,-4.413605126e-08,-8.107526206e-09,-4.168216350e-08,9.622933430e-05,1.854603877e-03,-1.374950953e-04,8.212041575e-05,6.347433867e-08,2.486859607e-08,3.470897525e-08,2.184326157e-11,-8.716724231e-09,-1.327520405e-08,-1.574495379e-08,1.798364302e-08,1.588883514e-08,-4.818633670e-08,-4.416305188e-08,-9.459403572e-08,-1.069589839e-08,3.377713753e-08,3.996420617e-08,1.015659701e-02,-2.385867015e-02,7.549326853e-08,-3.873423182e-08,-4.452146385e-08,3.138871563e-08,-5.303476769e-08,-4.958987887e-08,-3.341631327e-08,-4.103818796e-08,-7.616568822e-03,1.708201047e-08,9.532141299e-09,3.860932196e-08,8.285275577e-09,-3.729457632e-08,5.962830674e-09,-1.194953914e-08,-7.839609680e-06,-2.665314547e-08,-1.895247514e-08,2.077523753e-08,-5.062340591e-08,-1.082047785e-08,-4.797227149e-08,2.598797799e-08,1.892644441e-08,3.717759656e-09,2.330116011e-08,-5.526801772e-08,4.144632371e-08,-2.460828652e-09,1.644505510e-08,-5.771678602e-08,-2.742048544e-08,-4.811340659e-08,2.740516614e-08,4.977398760e-08,1.295477947e-08,2.492706663e-08,-3.718557195e-08,9.074617502e-09,-1.450707376e-08,1.042146724e-08,-3.621445188e-08,3.075450650e-08,-1.000270533e-08,5.537975767e-08,1.200924249e-08,1.041395217e-01,-1.802670583e-02,2.135768831e-01,6.150658056e-02,1.486566870e-08,1.649435014e-01,1.246319492e-08,8.468242735e-02,-2.726984121e-06,1.173550235e-08,-1.225805655e-01,-1.404582872e-04,-3.228289774e-03,-1.476030648e-01,-2.467408543e-03,-2.056140325e-08,7.935228944e-02,3.225367889e-02,2.742566885e-08,3.474388644e-02,-5.689177485e-08,-6.246184930e-02,-3.020127792e-08,6.507390626e-09,1.714700907e-01,-1.628665025e-08,-3.988354536e-08,3.689276795e-08,6.032824144e-02,-1.287929416e-01,-1.568616182e-01,-2.963839471e-01,-5.978443660e-04,-6.366487592e-03,7.124526054e-02,3.567967797e-04,-6.004346886e-08,-2.577542327e-04,9.773494014e-09,-1.188107883e-03,8.068421486e-09,-9.260689104e-09,5.082829091e-08,1.110670667e-08,6.224213848e-06,1.212969888e-03,3.802467230e-09,2.145617906e-08,-4.525767054e-06,2.403629187e-04,-4.833820899e-09,2.835685201e-02,-2.240400754e-08,-1.534691546e-05,-3.804819658e-03,-2.568839541e-08,6.051177159e-02,6.559807364e-09,1.221284318e-08,6.201934610e-08,-7.948069833e-05,1.836907322e-04,7.369597006e-05,8.382669876e-06,-1.566102092e-08,4.275619858e-08,-5.667393665e-08,3.578606211e-08,-6.108309858e-09,-3.700446172e-08,-8.213850577e-08,5.063436959e-08,2.889256301e-08,-4.119275587e-08,-2.891072448e-08,-3.152660355e-08,-7.414875114e-08,2.413086797e-08,5.295792971e-11,2.974273938e-09,-9.654212541e-09,5.574163353e-08,-8.244321492e-08,9.510045196e-09,5.781145163e-08,-5.269228964e-08,8.550014918e-09,5.144476489e-08,-5.361058442e-08,-1.100962330e-02,4.405804788e-08,-5.277372761e-09,2.162525981e-08,2.413652744e-08,-1.809598338e-08,-8.784003556e-03,4.572159540e-08,-9.859186597e-03,-2.364098428e-08,5.212353926e-08,9.363135156e-09,3.882739819e-08,-1.093351987e-08,5.602515429e-08,5.309896167e-08,-4.963353106e-08,-2.217736572e-08,5.544944770e-08,-2.848578440e-08,-4.554389932e-08,-5.235635481e-09,-4.269346476e-08,2.352024886e-08,-6.262544705e-09,-5.881963716e-08,3.123828973e-09,2.743519723e-08,-2.254386011e-08,5.297004080e-08,-8.122767348e-09,-5.063173347e-08,-2.757130715e-04,2.822216594e-08,-5.428931615e-08,2.170588509e-08,-8.171633148e-09,-3.860842668e-08,3.728904829e-08,-4.179814184e-08,-1.164497032e-08,4.049263325e-08,2.490464190e-08,2.104366637e-08,1.284050103e-02,7.385112522e-09,3.286262995e-08,4.442732049e-08,8.016304953e-09,1.133555738e-08,-1.172106247e-02,-3.973771978e-09,-4.634848594e-08,3.847609520e-08,-4.899292350e-08,5.589099672e-08,2.304160596e-08,2.619110440e-08,9.133571233e-09,1.185927534e-08,-5.087323629e-08,-4.036645862e-08,-1.574235320e-08,-3.860324682e-08,-4.375192830e-08,3.868246523e-08,4.616084226e-08,5.699536487e-08,1.611809175e-08,-2.532335408e-08,-9.387734146e-09,3.835065598e-08,8.045019761e-09,-9.616287322e-09,1.477439948e-08,-2.574559765e-08,4.081185612e-09,3.436787521e-09,4.357027805e-08,-7.770251109e-09,-2.139907274e-08,-2.922963382e-08,-4.148827415e-08,2.169987746e-02,2.250822861e-09,3.919120672e-08,4.761408334e-08,-2.445010061e-08,-1.035872847e-02,4.027595679e-08,1.886264049e-02,-3.358611465e-02,-2.760098816e-08,-1.510325909e-08,-1.721782716e-08,-1.525721238e-08,3.662012205e-08,5.981492279e-08,5.599133670e-02,-7.835359916e-09,-1.233534075e-08,4.454251012e-08,2.795658638e-08,4.343149811e-02,3.505583107e-02,-4.135416448e-02,-3.536306694e-02,1.914990935e-05,1.194545254e-01,-4.961916389e-08,2.236670405e-01,-8.068809257e-05,4.319351632e-08,-1.723517179e-01,1.672998042e-04,-8.253668435e-03,-8.543968201e-02,4.383708330e-08,-4.020514410e-08,2.246936411e-02,1.332541741e-02,8.418664099e-10,-6.316541135e-02,-7.723557204e-02,-1.704014391e-01,-4.692110167e-08,5.927343238e-08,6.816152483e-02,-2.410756217e-08,-5.214485910e-08,2.877231786e-08,3.133812174e-02,-2.480462790e-01,-2.208443135e-01,-3.359668553e-01,7.891480927e-04,3.718484368e-04,-6.190833636e-03,-2.501966059e-02,-5.402398173e-08,6.637947261e-02,-5.598372965e-08,-7.530116127e-04,2.770483931e-08,-1.739776145e-08,-1.946343109e-04,1.083717052e-06,3.884061152e-05,-3.118246421e-02,2.505727004e-08,-2.582282654e-08,2.213125862e-02,1.959509216e-03,-4.691817423e-08,9.547525644e-02,1.032073051e-03,-1.892292756e-03,-1.659341642e-08,-1.108108361e-08,1.112605631e-02,-2.327708692e-08,-5.117571433e-08,6.966188693e-08,-2.651565010e-03,2.280231274e-04,-5.841205711e-04,-3.794328868e-02,1.358940750e-01,9.592245624e-05,1.577000618e-01,2.617696226e-01,3.081601418e-09,1.435474306e-01,5.154204530e-08,1.204311550e-01,2.119602186e-06,-2.652549291e-08,-1.945720240e-02,-1.062845258e-04,-3.512421623e-03,-1.828433946e-02,-1.930516213e-02,8.070732527e-09,6.451448891e-03,5.077689141e-02,-1.218498219e-02,2.285729349e-01,1.544444017e-09,-7.061121520e-03,-2.810322108e-08,-5.231011002e-08,1.871117353e-01,-5.817820877e-02,2.256397913e-08,2.870384996e-08,1.783703119e-01,-1.452366076e-02,-1.188901160e-02,-4.853018373e-02,8.712402632e-05,-1.271753831e-06,8.957462851e-04,5.006160354e-04,-3.174269381e-08,1.233819057e-04,-4.900064354e-08,5.124277959e-05,2.832622267e-02,3.818753758e-09,3.849891573e-02,-2.574336655e-08,1.690588469e-08,1.457742837e-05,-7.350252673e-08,-7.249374878e-09,2.079747503e-07,-4.600184184e-06,-9.182169102e-03,6.255174428e-02,4.177371782e-09,1.965277079e-05,1.247550840e-09,-7.167160021e-08,4.177604616e-02,-1.406610028e-08,-4.088352412e-08,-3.816854209e-02,1.686091127e-04,4.655597422e-06,1.836757292e-05,3.272743470e-06,9.535158984e-03,3.964552598e-04,3.698759899e-02,1.223968118e-01,7.802207591e-08,3.077945299e-02,3.037242990e-08,-1.430795807e-02,1.988921758e-05,-3.843102192e-08,-7.635065704e-04,7.325433940e-02,-1.082637027e-05,3.265130892e-02,1.562889906e-08,-2.117643128e-08,3.917891299e-04,-5.477850139e-02,2.795695586e-08,5.082388222e-02,1.415111031e-02,6.323492527e-02,-2.463469251e-08,-1.184581944e-08,5.161700025e-02,-3.963626316e-09,-2.815108324e-08,-1.081378631e-08,2.670577168e-02,1.032291651e-01,4.827265441e-02,5.742871016e-02,-8.698309830e-05,-6.674500241e-08,-7.152679609e-05,2.044159919e-05,-1.320055265e-08,4.185233138e-06,3.005616378e-08,2.541667709e-05,-1.699763885e-08,-7.738595828e-03,3.085449134e-05,5.859650187e-08,2.508079966e-08,-5.288793545e-05,1.394962054e-02,-2.415867861e-08,-5.389841462e-09,-4.951460397e-08,-6.569344890e-08,2.206225327e-05,2.263604237e-08,-1.135421189e-04,-5.486336008e-08,1.536289496e-08,-2.057587495e-03,-2.901657403e-08,-5.656734459e-08,-3.214181588e-09,4.949133199e-06,2.687974666e-05,-1.201541818e-04,-1.217976751e-04,-1.013450474e-01,-9.520797059e-03,-6.298097968e-02,-2.012406290e-01,2.598521043e-08,-2.039530873e-02,9.042550708e-09,-1.450822502e-01,4.859037654e-05,-5.225430044e-08,9.707780927e-02,-3.578822725e-05,-1.088102087e-01,3.386446461e-02,-2.589672299e-08,3.985261543e-08,-5.401915312e-02,-1.026743725e-01,1.202884281e-08,-1.714875996e-01,3.013994387e-08,-1.144778449e-02,-3.390515602e-08,1.410535133e-09,-1.400272641e-02,2.752093131e-08,-6.005473008e-09,1.664355587e-08,-1.454391479e-01,9.296953678e-03,3.241805732e-02,-1.499964856e-02,-9.283202235e-04,1.232950945e-05,-2.167279454e-04,-4.997100332e-04,-3.875764421e-08,3.959607333e-02,3.898919094e-03,-9.634922026e-04,3.910312429e-08,1.708307629e-08,5.249661990e-05,-6.332152580e-09,-4.873147219e-08,6.424902240e-04,-1.265296490e-08,3.008227623e-08,-7.273712299e-08,-1.488635792e-08,4.510174278e-08,-2.339402854e-04,-2.682736699e-08,2.041635162e-04,3.902355417e-08,-5.448458040e-08,-2.336653561e-04,4.220506256e-08,2.153723777e-08,-4.435234757e-08,-6.330071483e-05,3.197224578e-04,-1.520462538e-04,-2.132301161e-04,6.465941668e-02,-1.299293153e-02,1.387408227e-01,1.769265831e-01,4.337083226e-08,1.827796400e-01,-1.402960438e-02,3.450347856e-02,1.532785745e-06,4.740406467e-08,-5.041766446e-03,2.949575901e-06,4.295396060e-02,9.820715524e-03,2.081104533e-08,2.833243506e-08,1.986979693e-02,1.898843981e-02,-4.326462001e-02,2.665539682e-01,2.929398280e-09,-2.176388726e-02,5.659367730e-08,-5.599297026e-08,2.078719884e-01,-3.485081379e-08,-1.596273158e-08,-2.541687927e-08,1.303481609e-01,1.365453564e-02,1.428188942e-02,7.436592598e-03,2.483107892e-05,-2.388343588e-02,-5.460453758e-05,1.118842119e-04,2.398485690e-02,-2.038456478e-05,-1.706130803e-02,-1.093054563e-02,3.040795704e-08,-3.997499931e-08,5.067099629e-09,-3.063956910e-08,8.418638259e-03,4.376733642e-08,1.358961388e-08,3.329265397e-08,-5.905307887e-08,2.509928798e-08,2.192128257e-08,9.105940990e-05,2.812138256e-08,6.840151201e-08,1.247524839e-08,-1.469368005e-08,-9.501454770e-05,-2.680782818e-10,3.675552307e-08,6.103369543e-08,4.617209733e-02,1.155930106e-02,7.146184799e-08,-2.404183697e-08,-3.329613207e-08,1.052146591e-02,2.781814068e-08,3.475496868e-08,-1.049521803e-08,1.162469143e-08,4.360849459e-08,4.562189915e-08,5.309645701e-08,-5.244803347e-08,3.731423348e-08,4.060409342e-09,3.022164208e-08,-2.710680569e-08,2.548223854e-08,-5.424965011e-08,4.861731995e-08,5.645120638e-08,4.304070345e-08,3.377294178e-08,-2.915884956e-08,-5.085819765e-08,2.155099743e-08,-3.077282429e-08,-2.500128993e-08,3.833830675e-08,-5.425793148e-08,6.254190765e-08,-2.485087869e-08,6.034946442e-02,2.094620122e-08,-3.550591643e-08,8.564510523e-08,6.669678587e-09,-3.611930460e-02,-1.817384465e-08,-1.418994255e-08,-4.067810266e-08,2.539853305e-08,-2.223877082e-08,-8.351045847e-02,8.858717315e-09,-8.391229933e-09,1.083966961e-08,2.947624544e-08,-1.473453271e-08,-6.760530624e-08,-4.370541973e-08,-2.235396206e-02,-7.788176215e-10,7.237577648e-08,3.080059585e-08,2.746674532e-08,-3.294857009e-08,4.663120734e-08,1.238008961e-03,-2.073925565e-08,1.637822500e-08,-1.729203980e-08,-1.225425539e-08,7.252468404e-09,3.439907559e-08,-1.391762594e-09,-3.462049492e-08 +biases1 = -8.806057274e-02,-6.455167197e-03,-4.620486796e-01,-7.035170794e-01,-9.125433117e-02,-3.338159919e-01,-2.614848083e-03,-8.665892482e-02,2.130992478e-03,-3.634393579e-05,4.589819908e-02,-1.097079925e-02,-1.516297311e-01,8.223590255e-02,-7.931567234e-05,-4.795553628e-03,-8.910337836e-02,-1.576948613e-01,-5.436719861e-03,-4.802428484e-01,-4.497255757e-02,5.451126397e-02,-2.333501121e-03,-2.770918980e-02,-4.575882256e-01,-3.610403219e-04,-1.368280267e-03,-8.327340707e-03,-2.816611826e-01,9.437354654e-02,4.608099908e-02,6.306533515e-02 +weights2 = 1.236660779e-01,3.096677922e-02,2.062835544e-01,3.812897205e-01,3.210432827e-02,1.297654659e-01,4.182300181e-04,1.220032051e-01,-1.028614584e-03,2.324716188e-04,-4.475490004e-02,-1.062278636e-02,9.259510785e-02,-1.115691885e-01,-3.481950262e-04,5.090235732e-03,2.036329545e-02,1.249128729e-01,-1.268975995e-02,3.066781759e-01,-6.048045307e-02,-1.213336885e-01,-5.737924948e-03,1.296828687e-02,1.416426152e-01,-2.616645361e-04,-7.383954559e-11,-5.881912075e-03,1.397493333e-01,-1.709991992e-01,-1.030026525e-01,-1.611270607e-01 +biases2 = 1.868705079e-02 diff --git a/params/D00125.001.txt b/params/D00125.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd82a44f66cff7809a6cdac9f419c7bcb3b98bb0 --- /dev/null +++ b/params/D00125.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -2.094063234e-08,5.439373851e-01,2.259849907e-07,1.264122034e-07,-9.766938547e-08,7.041266561e-02,-3.755365015e-07,1.478856504e-01,-1.689080447e-01,3.246201175e-07,5.748833587e-08,3.312532044e-07,1.350009029e-07,1.836929470e-01,-3.524040437e-07,1.209356189e-01,-1.324320635e-07,-2.735117674e-01,2.391954013e-07,1.818030739e-07,3.612031207e-07,-3.157063946e-02,7.216672770e-08,-3.549053892e-02,2.983120829e-02,6.351336879e-08,3.504665074e-07,-1.115169823e-07,1.529249971e-08,-3.335116431e-02,-2.236436103e-07,-9.941381216e-02,4.824715916e-08,-6.741663069e-02,-2.703376083e-07,3.479384281e-10,-7.452996442e-09,1.804544032e-02,2.720244652e-08,-6.697987020e-02,2.332884669e-01,1.663682383e-07,-2.922831470e-07,1.456298548e-07,2.611023149e-07,-1.301702857e-01,1.556310991e-07,-1.247455254e-01,-1.312459972e-07,-1.905023158e-01,-1.864640495e-07,-3.053132787e-07,-3.624641636e-07,-6.381483376e-02,8.382110650e-08,-2.831650153e-02,8.098313585e-03,-1.183057918e-07,-2.012354798e-07,2.959669416e-07,1.446160240e-07,-4.367855564e-02,-3.599488423e-07,5.026177503e-03,4.140215992e-07,-2.921410836e-02,7.498425703e-08,-5.876540854e-08,-5.781745926e-08,9.545098245e-02,-6.507522698e-08,1.500486583e-01,-8.972930163e-02,1.587616367e-07,-3.831873983e-07,-1.576795512e-07,1.066332516e-07,2.441780865e-01,8.971801435e-08,3.643112481e-01,-1.282857625e-07,-1.454467773e-01,3.841719547e-07,1.312969857e-07,-8.840763144e-08,-4.705283046e-02,7.003887958e-08,-6.740191579e-02,-1.108673681e-02,1.876926774e-07,-1.921547295e-07,-2.763265741e-07,3.124631007e-07,-2.864568233e-01,-5.897777555e-08,-9.101871401e-02,-2.859619315e-07,2.264940590e-01,2.353215223e-08,3.761075504e-07,-2.485693074e-07,-1.887671836e-02,-2.325306525e-07,-9.162171185e-02,2.442202270e-01,3.508773716e-07,1.715720970e-07,-3.901867274e-07,-2.562002237e-07,-6.497565657e-02,1.449442379e-07,-2.061642259e-01,-2.031787005e-07,-1.833117157e-01,-7.259561130e-08,2.173329108e-07,-1.118419277e-07,-2.414183691e-02,-5.773216571e-09,-8.386970498e-03,-7.144110650e-02,7.983106798e-08,3.644830144e-07,-1.280613446e-07,1.510393304e-07,2.692440292e-03,-1.868764343e-08,-2.978790738e-02,1.141829102e-07,5.940208435e-01,1.568235604e-07,-7.235374255e-08,-3.582774752e-07,2.011123113e-02,-7.941528679e-08,1.143627688e-01,-2.729607522e-01,2.578170779e-07,-1.972100563e-07,-1.706807637e-07,5.427463634e-08,1.951567382e-01,1.745071074e-07,1.505267173e-01,6.651961826e-08,-3.673811853e-01,-2.692827934e-07,3.852563566e-07,1.227905386e-07,1.020655036e-02,2.341107148e-07,-4.142224789e-02,2.031175345e-01,-1.107973162e-07,-1.990296425e-07,-1.329793804e-07,-1.389184376e-07,-2.027256414e-03,3.009560032e-07,-2.106761746e-02,-3.931502306e-07,-1.726974384e-03,1.425511300e-07,1.177827471e-07,3.865422968e-07,1.913219690e-03,1.997592989e-07,-1.171549410e-01,2.817662060e-01,3.334355938e-07,-2.981153955e-07,-7.750915643e-08,-5.452523055e-07,-1.994301230e-01,-1.744749056e-08,-3.729150593e-01,-1.097155859e-07,-2.113658786e-01,7.690172765e-08,-8.491417702e-08,-3.534723589e-07,-9.021782130e-02,-1.915718144e-07,-3.872944042e-02,-9.526570141e-02,1.951626700e-07,2.957667107e-07,-2.031464135e-07,3.637052259e-08,-4.751675203e-02,4.073947935e-07,9.204378724e-02,-1.744873543e-07,5.857726932e-01,3.390115069e-07,4.600464081e-07,2.310342921e-07,1.208615676e-01,-3.902811727e-07,1.037772745e-01,-1.988815516e-01,7.240836908e-08,-7.452155160e-08,-1.946696671e-07,-2.670428785e-07,2.664856017e-01,-1.484849577e-07,1.456409097e-01,-1.550545363e-07,-4.881433547e-01,2.933481653e-07,2.622615796e-07,2.831936001e-07,-1.535713207e-02,-2.272682735e-07,-5.311652273e-02,4.701660201e-02,3.238487238e-07,6.152433230e-08,-6.460641089e-08,-7.612962349e-08,-2.104736865e-01,-9.855534699e-08,-3.487338312e-03,-1.732873898e-07,-3.966198862e-01,-3.194747933e-08,4.424597932e-08,-1.364312254e-07,-8.281094953e-03,4.138688610e-07,-3.585178871e-03,1.608134061e-01,-2.933286680e-07,4.596725489e-08,3.474264076e-08,-6.734148883e-08,-1.896606833e-01,-2.090850586e-07,-1.212569997e-01,1.667795004e-07,9.614782780e-02,-4.536985898e-09,2.545533562e-07,-9.704743320e-08,-7.833632082e-02,-7.461312634e-08,-3.823316097e-02,3.084857017e-02,1.976364388e-07,3.673588367e-07,-1.944231229e-07,-2.648651503e-07,6.466052495e-03,1.382923074e-07,-3.758541867e-02,-4.671680358e-07,6.395679116e-01,-2.395753427e-07,-5.607105891e-08,3.397498176e-07,2.590003908e-01,-2.860542736e-08,1.738796085e-01,-1.507441998e-01,-9.813658153e-08,-2.530513257e-07,-1.024188805e-07,3.220812630e-07,2.721849680e-01,8.664613915e-08,7.483517379e-02,-4.214585374e-07,-2.812105119e-01,6.916189932e-08,3.783058276e-07,-1.991919163e-07,-3.976914287e-02,3.551175780e-07,-8.438204229e-02,6.099341810e-02,-4.467580084e-08,-3.492680207e-07,1.270065013e-07,3.770921069e-07,-1.044642925e-01,-2.521831561e-07,1.529784314e-02,-1.886833161e-07,-2.629972994e-01,3.915497473e-07,-1.780692287e-07,2.841270259e-07,1.284082327e-02,1.013510200e-07,-9.730388969e-02,1.706203818e-01,-1.214725103e-07,8.049008215e-08,-3.484773856e-07,-2.734468865e-07,-1.544649303e-01,2.709105615e-07,-1.192033887e-01,2.415430913e-07,-7.555174083e-02,-2.365938485e-07,-2.426464789e-07,3.059116693e-07,-1.137921065e-01,3.216711946e-07,-1.087868959e-02,-1.566940919e-02,-4.203033654e-07,2.561270662e-07,4.205745086e-07,2.591752946e-07,-3.648039326e-02,5.503954981e-08,-5.730308592e-02,1.661532849e-07,2.978015542e-01,-7.275434655e-08,3.438500471e-07,4.085193268e-07,2.530626357e-01,-3.072954655e-07,1.439293474e-01,-2.579761446e-01,-2.744003211e-07,4.147558457e-07,2.488585551e-07,2.704994699e-07,2.196365297e-01,4.338882604e-07,1.623580456e-01,-2.666343732e-07,-8.919762075e-02,-8.844807553e-08,-5.461550359e-07,-3.032567122e-07,-2.437383123e-02,1.939590248e-07,-6.968757510e-02,7.190330420e-03,8.126258422e-08,1.420444278e-07,1.006008006e-07,7.469964203e-09,-5.331164598e-02,-1.940976802e-07,-3.541669622e-02,2.852924013e-07,-1.685102433e-01,-3.500434218e-07,-1.041157134e-07,2.429732717e-07,-2.159819007e-01,1.922126671e-07,-2.575099654e-02,1.708637476e-01,-1.049686205e-07,1.969374352e-07,-1.589689873e-07,-1.705955128e-07,-1.728392094e-01,3.424358397e-07,-1.497622579e-01,1.779181957e-08,-2.480744570e-02,3.170775926e-07,-4.149937354e-07,9.790954891e-08,-1.854558475e-03,4.091983783e-07,-3.362610191e-02,3.405388817e-02,2.491602231e-07,-3.394970349e-07,-1.954945219e-07,-2.596683260e-07,-2.401825041e-02,2.441401534e-07,-1.065567369e-03,2.811447928e-07,1.438310146e-01,-1.373267651e-07,-2.428559185e-07,1.374459657e-07,2.270844281e-01,2.130582857e-07,1.906754822e-01,-8.317632228e-02,4.697213285e-08,-1.208707090e-07,7.571222227e-08,2.938592729e-07,2.354383171e-01,-1.146048700e-09,2.123750187e-02,1.134906142e-07,-1.297520846e-01,4.312221336e-08,-1.831489271e-08,1.312714915e-07,-8.991541713e-02,-3.771957608e-07,-9.195370972e-02,2.830933547e-03,-2.473992424e-07,2.335817868e-07,1.196659127e-08,3.604548908e-07,-2.227439731e-02,2.129096259e-07,3.272957867e-03,3.602177685e-07,-8.346447349e-02,-1.872059556e-07,-1.559906195e-07,-1.667792162e-07,-1.311904006e-02,-6.740586400e-08,-5.705460161e-02,-3.669708222e-02,-3.881427233e-07,-4.491212167e-07,3.714815477e-07,-1.571838197e-07,-1.564672142e-01,1.745789291e-07,2.057023533e-02,-4.062936227e-07,1.696261205e-02,7.588113249e-08,2.074158800e-07,3.318870938e-07,-6.718378514e-02,-2.826626826e-07,-6.654889137e-02,7.610084116e-02,-1.650856518e-07,2.268481012e-07,1.828130110e-07,-8.407863561e-08,-7.798346877e-02,3.250947884e-07,-1.691750735e-01,1.556821729e-07,1.066176146e-01,2.260034648e-08,1.618254828e-07,-1.176806563e-08,1.606068611e-01,4.469321198e-07,1.324835122e-01,-4.767503589e-03,-2.027869357e-07,2.244521227e-07,3.227060290e-07,2.592828139e-07,1.811376512e-01,1.210241862e-07,1.061609294e-02,6.676543762e-09,-6.941154599e-02,-2.189170516e-07,3.335015037e-07,-7.296966942e-08,9.269630536e-03,3.748463371e-07,-3.437244147e-02,5.783569999e-03,-2.904151586e-07,-2.718348355e-07,3.827651085e-07,-5.153441407e-08,-1.063816473e-01,-9.471250451e-09,-4.661242419e-04,3.592714961e-07,-3.528339788e-02,-1.979394426e-07,3.499299623e-07,5.076256571e-07,-1.667396575e-01,3.670039064e-07,-8.843156695e-02,-3.575228620e-03,-4.193341852e-08,-1.304931629e-08,4.824082112e-08,-2.969175625e-07,-8.940239996e-02,-3.254930903e-08,-1.288605016e-02,1.259980991e-07,-4.680602998e-02,5.332017849e-08,3.565347413e-07,-2.421982686e-07,-7.533132285e-02,-2.368830110e-08,-5.014075898e-03,1.212268602e-02,-8.731387879e-08,2.432265944e-07,1.205141302e-07,1.361439672e-08,-5.069606006e-02,2.752275918e-07,-3.141569346e-02,2.901304583e-07,3.478820249e-02,-1.183823883e-07,-1.400996439e-07,-2.734877569e-07,-3.087487444e-02,-2.701098651e-07,6.661146879e-02,1.042539906e-02,2.378127419e-07,-2.487689699e-07,-3.511340765e-07,8.372165894e-08,1.287812293e-01,-3.315602157e-07,3.099073842e-02,2.677850546e-07,-3.887967765e-02,-2.728058917e-07,-9.302718240e-08,-1.825920890e-07,-5.357283633e-03,1.550574780e-07,3.910106421e-02,-3.663866082e-03,6.239108075e-08,3.920922609e-08,3.213248192e-07,3.591393920e-07,-9.015998989e-02,-2.699226798e-08,9.234669805e-02,4.061791969e-08,-6.251301616e-02,1.741542661e-07,-2.587978258e-07,1.478697982e-07,-1.439762395e-02,2.112077766e-07,-6.148697808e-02,-1.742491685e-02,-2.408650630e-07,1.740522748e-07,1.727705552e-07,2.992579766e-07,-1.034647748e-01,-3.731216225e-07,-1.680308431e-01,-1.985789027e-07,-1.469072420e-02,-3.315268771e-07,-3.678949270e-07,-1.779663421e-07,2.533314563e-02,-6.759410098e-08,-7.024976611e-02,1.159516722e-02,8.833885090e-08,9.423786196e-09,-1.056521342e-07,5.976235684e-08,9.089485975e-04,-1.071886118e-07,-4.553974420e-02,2.322940560e-07,1.256164759e-01,1.177469926e-07,-9.135086998e-08,3.325645253e-07,-2.368109822e-01,3.879096653e-07,7.213056833e-02,-3.643764928e-02,-1.173015676e-07,-7.742460184e-08,1.358617965e-07,-3.292803399e-07,1.117300615e-01,1.823991624e-08,3.148037568e-02,-9.373047760e-08,-9.901214391e-02,2.222856210e-07,1.323095375e-07,-3.915567959e-07,-2.416342683e-02,-1.391412638e-07,-2.913959324e-02,-3.031579778e-03,2.682261879e-07,1.406522188e-08,5.254642588e-08,3.546858238e-07,-7.156929374e-02,-3.922946235e-08,-7.218756527e-02,-3.140713716e-07,-5.307354778e-02,-2.214245569e-07,2.973978894e-07,4.811228083e-10,1.268491298e-01,1.167455821e-07,-7.612732053e-02,6.111845840e-03,1.124015228e-07,-1.758656936e-07,-2.724540877e-07,-3.286679657e-07,-9.145940095e-02,2.326627282e-07,-5.047027394e-02,1.755779522e-08,-4.082695395e-02,4.919201047e-08,1.061303578e-07,-1.000069574e-07,2.435723692e-02,3.996001396e-08,-1.788762957e-02,2.681624703e-02,3.379364557e-07,3.486567266e-07,-4.527922215e-07,1.613842642e-07,-3.484649211e-02,3.269796309e-07,2.404361963e-02,-8.267886642e-08,1.728569865e-01,2.233396827e-07,1.736447075e-07,-4.072186357e-07,3.978434205e-01,-1.662809836e-07,7.347311825e-03,5.142869800e-02,3.666938539e-07,7.070926245e-08,-3.453683917e-08,-1.208941001e-07,1.764662117e-01,-3.801386583e-08,6.709393114e-02,2.743449272e-07,-1.147412136e-01,1.959965772e-07,3.032147333e-08,-1.482310665e-07,-1.957358122e-01,-1.653011310e-07,-1.432063989e-02,-6.286337227e-02,1.926384527e-07,1.908446734e-08,-1.773156981e-07,-1.179504920e-07,-7.482226193e-02,-3.322743964e-07,-2.490815334e-02,-3.226151080e-08,-4.950674251e-02,7.783938827e-09,9.674158719e-08,2.738727005e-07,-7.060061209e-03,-3.879262067e-07,-3.042041324e-02,2.541437373e-02,-2.066107925e-07,-3.762727374e-07,-2.421236900e-07,2.259000098e-08,-8.815101534e-02,-3.067439138e-07,-3.813751787e-02,-2.850076157e-07,-3.029665723e-02,2.250454259e-07,1.875627902e-07,3.153380703e-07,-1.801018119e-01,-3.207165378e-08,-3.014082462e-02,1.506900322e-02,-2.177730920e-07,2.998358184e-07,-3.579426107e-07,-2.551712441e-08,-7.361721992e-02,-3.837089935e-08,-3.452055529e-02,2.941070534e-07,2.135188878e-01,4.001687444e-07,-2.591710313e-08,-2.717458187e-07,-1.108779013e-01,1.689096365e-07,1.042991877e-01,9.986430407e-02,3.372903734e-08,-1.899525159e-08,1.074729994e-07,-2.816090330e-07,6.159763411e-02,-9.066118878e-08,-8.822283149e-02,-5.022644700e-08,-1.703759134e-01,5.310005804e-07,-3.616054300e-07,-1.605577040e-07,1.488970127e-02,-1.666872151e-07,-2.177988142e-01,-1.338050812e-01,-9.113750821e-08,-4.025610565e-07,-2.877360998e-07,1.580122415e-07,-1.268313080e-01,1.313485427e-07,-1.557437796e-02,3.796795340e-07,-2.736732550e-02,1.688503062e-07,-8.975155197e-08,1.708229433e-07,2.733053453e-02,-2.100532015e-07,1.514092740e-02,-5.085702240e-02,-1.283146389e-07,-1.905558662e-07,-3.045337280e-07,2.663236387e-07,-8.698937483e-03,-1.618741550e-07,4.316031560e-02,-1.618368657e-07,-4.868286476e-02,1.933590852e-07,1.927879794e-07,-3.590167239e-07,-2.139446326e-02,1.328249368e-07,-6.484159827e-02,3.240311518e-02,6.042085943e-08,-6.837299793e-08,3.351094620e-07,-2.329575608e-07,-8.312126249e-02,1.091484592e-07,2.226893045e-02,1.882154379e-07,1.709000617e-01,3.291582402e-07,-2.707581643e-07,-1.616077157e-07,-1.735252701e-02,-3.020509780e-07,4.288710654e-01,-5.729374290e-02,-6.015753229e-08,1.571537922e-07,1.127646101e-07,-1.638578624e-07,8.428542875e-03,7.311942340e-08,2.159629483e-03,-5.523810387e-08,-1.526658386e-01,-5.485164820e-07,3.412378362e-07,-3.255706531e-07,1.391756255e-02,5.497892630e-08,-2.596375644e-01,-2.650784701e-02,8.688513731e-08,-5.105625860e-07,-1.941050414e-07,4.951522214e-08,-8.696620911e-02,1.898214350e-07,-3.141232952e-02,2.556290610e-07,-3.930420429e-02,-4.726589395e-07,5.244692147e-08,6.200514235e-08,-2.414568514e-02,2.487179245e-07,-8.890382200e-02,5.049191415e-02,-2.199777214e-07,1.873638666e-07,-1.411887354e-07,5.702398198e-08,3.142372146e-02,-2.510435309e-07,2.257767878e-02,-2.011333322e-08,-1.541554835e-02,4.131875926e-07,-2.372225509e-07,-9.672541523e-08,-6.310117990e-02,8.860206435e-08,-6.195547432e-02,5.993745476e-02,1.834720820e-08,3.798166404e-07,2.570666879e-08,8.245729077e-08,-9.233642370e-02,-3.403489188e-07,-3.228533268e-02,-9.112815746e-08,1.308578998e-01,-3.755636158e-07,-1.031608008e-07,-2.911871206e-07,-2.921311557e-01,3.679906229e-07,6.548687816e-01,1.576111317e-01,2.289110057e-07,8.987163369e-08,9.173214721e-08,2.944663606e-07,-1.090853810e-01,-3.187074924e-07,-2.044518478e-02,-6.723152524e-08,-1.399946511e-01,-5.099585110e-07,1.667512066e-07,6.668227570e-08,7.802426070e-02,-5.109967560e-08,-3.720635474e-01,-2.086596638e-01,-1.227265898e-07,3.099818287e-07,1.387089696e-07,6.903016470e-08,-7.798585575e-03,-3.286150729e-07,-9.182496369e-02,2.758559958e-08,-8.386248350e-02,1.429350505e-07,3.613890556e-07,2.030140820e-07,1.796395890e-02,1.722596039e-07,-3.288289011e-01,-4.360198975e-02,2.952904765e-08,-3.392097767e-07,-1.811659445e-07,-6.672576092e-08,8.316517808e-03,-2.861033295e-07,8.457791805e-02,3.895650309e-07,1.040017087e-04,-3.781734108e-07,-1.084676455e-07,-3.606904784e-07,1.160880178e-01,-1.037898301e-07,-1.660729991e-03,3.384981304e-02,1.534815226e-07,-8.132042240e-08,1.561508043e-07,1.152511402e-07,-6.458564848e-02,-7.961284609e-08,-1.875920966e-02,1.228966084e-07,1.902160645e-01,-3.847912922e-07,3.178587349e-07,1.392026832e-07,4.663774744e-03,-3.612630053e-07,7.525956631e-01,6.147589087e-01,-1.089925945e-07,-2.264000614e-07,-2.903819620e-07,3.473825529e-07,-5.966995955e-01,4.140957230e-07,-3.470152020e-01,5.393388847e-09,-1.312781870e-01,2.517960525e-07,1.846834152e-07,-3.822870553e-08,2.687384607e-03,3.306577696e-07,-2.368545681e-01,-2.685435712e-01,2.917628308e-07,-2.874440099e-07,2.384390427e-07,-1.016871352e-07,2.959004343e-01,4.171803312e-07,-7.581695449e-03,2.430282962e-07,-1.102549359e-01,-6.067624554e-07,-3.224247678e-07,7.247609801e-08,-6.579922140e-02,2.922363933e-07,-3.063832819e-01,-9.131882340e-02,2.879548902e-07,2.071384415e-07,-2.352739159e-07,3.161342477e-07,2.480168045e-01,2.395848071e-07,2.116422504e-01,2.836585509e-07,-6.564123556e-03,3.639957242e-07,-1.925030233e-07,1.488371026e-08,-1.240694709e-02,-1.096860842e-07,-1.626589745e-01,-7.976352423e-02,-5.957244298e-08,3.075084010e-07,4.779596452e-07,1.193763524e-07,-1.857057214e-01,-1.492673505e-07,-1.665231213e-02,4.602184731e-07,1.986923516e-01,-8.177636346e-08,-2.584154686e-07,-1.037776087e-07,-3.428453207e-02,-2.745743757e-07,4.694100916e-01,5.333472416e-02,3.674239224e-08,-7.867919294e-08,1.966078145e-07,3.830477908e-07,-7.219509482e-01,-2.510978732e-07,-2.645611763e-01,-2.139820481e-07,-9.539469332e-02,2.615049084e-07,2.940120680e-07,-4.706748769e-09,-4.110646434e-03,7.668759849e-08,-7.916863263e-02,7.169791311e-02,-3.346695507e-07,-2.263207790e-07,-2.777031511e-07,-3.918719642e-07,1.109482169e+00,-1.709826165e-07,-1.660564244e-01,-1.288882459e-07,-7.538186014e-02,3.741096464e-07,-1.957030094e-07,2.989320933e-07,1.581348181e-01,3.450188046e-07,-3.189329207e-01,2.924441695e-01,1.412266499e-07,3.074167125e-07,2.978944735e-07,-5.198198210e-07,-3.355223686e-02,-2.388784424e-07,7.289025784e-01,-2.350346335e-07,-5.718147382e-02,2.201800839e-07,1.643489895e-07,-3.157152264e-07,-1.909106225e-01,-1.288032081e-07,-2.816571295e-02,-1.043382883e-01,-1.784562187e-07,-1.664815272e-07,-1.470897075e-07,4.544959324e-07,-4.967300892e-01,1.981195510e-07,-2.038698941e-01 +thresholds = -4.894787562e-04,-1.271836638e+00,-8.188516949e-04,-5.925418227e-04,-4.870953562e-04,-7.076707482e-01,-2.690641268e-04,-1.092260242e+00,4.789935648e-01,-1.037847134e-03,-2.812841558e-04,-1.044358010e-03,-8.034986677e-04,-1.263416171e+00,-1.678286790e-04,-7.180382013e-01 +weights1 = 5.174776167e-02,3.017893061e-02,-1.888975687e-02,3.224242479e-02,4.700231180e-02,5.847851932e-02,-6.175296009e-02,1.242195293e-01,1.378682069e-02,5.108999461e-02,2.259137295e-02,-3.510217369e-02,-1.902233227e-03,-2.900866419e-02,-2.717508748e-02,3.090349212e-02,-1.535273436e-02,3.638970107e-02,-5.691444129e-02,8.844501525e-02,-2.476472780e-02,7.101169229e-02,-1.847114973e-02,-2.188138664e-02,-3.125764057e-02,-1.501577348e-02,-2.722604014e-02,-3.369056794e-04,3.564495221e-02,-3.208080307e-04,-1.994726248e-02,5.899984762e-02,3.182699904e-02,1.865852065e-02,-4.020829126e-02,4.167870060e-02,-3.278747573e-02,-5.180454627e-02,-3.968793526e-02,3.609137610e-03,-5.025731772e-02,2.091255970e-02,2.323117666e-02,-2.700248361e-02,3.268515691e-03,4.767135158e-02,-3.422988206e-02,-2.122627944e-02,3.238452366e-03,2.223413810e-02,-4.441381246e-02,-3.012693115e-02,3.651341051e-02,-1.470718998e-02,4.168589041e-02,-2.934220806e-02,2.003529854e-02,4.395969212e-02,3.825237975e-02,4.862351343e-02,6.800068915e-02,3.530275449e-02,-3.680207580e-02,4.003917798e-03,-1.325326860e-01,2.675995827e-01,-2.481115051e-02,2.639293373e-01,3.213054836e-01,2.161829621e-01,-1.700500101e-01,1.433858089e-02,-3.373455023e-03,-1.883117855e-01,2.530002296e-01,3.145976663e-01,-2.588239871e-02,-8.428923041e-02,4.482951164e-01,2.044908553e-01,-1.562911421e-01,1.517743915e-01,-4.522646219e-02,-1.252369732e-01,-2.753838338e-02,2.672069073e-01,2.566128671e-01,1.612060703e-02,1.868703030e-02,2.337922156e-01,5.099705234e-02,-1.312612146e-01,1.752085537e-01,-2.160665393e-02,-7.437115908e-02,-1.053557321e-01,-2.201745100e-02,8.302475512e-02,-3.994917497e-02,-2.936924342e-03,1.447932571e-01,9.348128736e-02,-6.691904366e-02,9.474745393e-02,2.295748331e-02,-6.674513221e-02,3.213514388e-02,1.112247109e-01,4.206660017e-02,3.059219196e-02,1.408758163e-01,9.765706956e-02,-4.068857059e-02,-2.709116787e-02,-1.962396316e-02,-1.055926159e-01,1.455434971e-02,6.987925619e-02,6.623500586e-02,-3.860820830e-02,-7.498291880e-02,-1.524520013e-02,-3.611152992e-02,-7.486604899e-02,4.429800063e-02,-1.257592440e-02,3.587999195e-02,1.006786339e-02,-3.799520433e-02,-3.702226654e-02,-8.926271461e-03,-1.579064317e-02,-6.253026426e-02,9.527008981e-03,-3.379312903e-02,3.930640966e-02,3.742316738e-02,6.497441232e-02,-2.576907724e-02,-2.851254679e-02,-1.478756778e-02,1.993372571e-03,2.184247039e-02,-4.997823015e-02,4.085844755e-02,-3.726581484e-02,2.732262574e-02,8.435162902e-02,-3.630231321e-02,-2.744422480e-02,3.001422808e-02,2.542776801e-02,-1.648791693e-02,4.362964630e-02,-1.921506412e-02,-8.602567017e-02,1.960348152e-02,-3.490862995e-02,3.655748814e-02,-2.707464807e-02,6.267118454e-02,-4.894815758e-02,-2.309403941e-02,7.891431451e-02,-6.565562636e-02,-5.228661466e-03,2.010536194e-02,2.758880146e-02,5.833761767e-03,2.883140370e-02,5.004797876e-02,4.906760994e-03,-8.616920561e-02,4.844983295e-02,8.143934608e-02,-4.625824746e-03,-2.427795902e-03,3.355903178e-02,-5.075257644e-02,-8.433144540e-03,-5.632071197e-02,5.445119739e-02,5.965087935e-02,-5.462582782e-02,-2.731524780e-02,2.438412607e-02,4.546101671e-03,-1.500171609e-02,-9.007002413e-02,-7.082592230e-03,3.217097372e-02,2.036095969e-02,-1.253833901e-02,-5.131254718e-02,3.050154261e-02,-4.068651469e-04,-2.339512296e-02,-1.728220959e-03,-8.016102947e-03,-3.702025488e-02,-5.670923274e-03,-3.106069565e-02,-2.400345169e-02,1.117551997e-01,-1.653605513e-02,-3.596911579e-02,-4.556281865e-02,-1.398801617e-02,3.517040238e-02,1.013110578e-01,7.079827134e-03,-2.774029970e-02,-3.580942750e-02,1.011926401e-02,-2.242475189e-02,-7.646868471e-03,4.747023433e-02,3.443537652e-02,-1.412199344e-02,-2.001906745e-02,-5.078954250e-02,-1.118771918e-02,-4.218826070e-02,-1.796283014e-02,5.518716574e-02,6.606875360e-02,-4.254431278e-02,-3.717056289e-02,1.819867082e-02,2.534056827e-02,-5.835942179e-02,-1.152054872e-02,2.489619888e-02,-3.223358653e-04,6.226626411e-02,-8.819241822e-02,-3.916779999e-03,-2.640082873e-02,-7.000265270e-02,5.574804172e-02,2.640816197e-02,3.295670077e-02,-4.297417775e-02,-3.841303289e-02,8.214309812e-03,-7.133001834e-02,-4.225806147e-02,-4.899530485e-02,2.445328422e-02,-3.833686560e-02,6.178368255e-02,-8.987735957e-03,6.450631469e-02,6.524940580e-02,-8.685868233e-02,-2.239353396e-02,5.112301558e-02,-8.180636913e-03,-8.633538964e-04,-8.174601197e-02,-2.843622491e-02,1.958591305e-02,-4.972679168e-02,4.269618168e-02,-9.275084734e-02,-6.718469318e-03,-3.344338760e-02,3.190734982e-02,-2.750996687e-02,1.541667618e-02,-2.085851505e-02,1.350456104e-02,9.606375359e-03,6.681307405e-02,4.820443317e-02,-1.944035612e-04,2.968676761e-02,7.790990174e-02,4.394981638e-02,-6.267569959e-02,-1.354841050e-02,-2.696733922e-02,-1.024959609e-02,-3.511941433e-02,1.730625704e-02,-3.256837651e-02,-1.972283423e-02,7.448168006e-03,2.630667947e-02,1.052100491e-02,3.147476539e-02,-2.093144692e-03,2.445887029e-02,-1.269759517e-02,-4.455758899e-04,5.448843539e-02,-3.201767802e-02,5.545308068e-02,1.030928195e-01,-9.366687387e-02,5.976051558e-03,-2.932251059e-02,3.822769225e-02,4.564682767e-02,2.221653005e-03,6.271619350e-02,3.091301210e-02,-4.528559744e-02,-4.821614176e-02,-8.353706449e-02,4.114490468e-03,1.390037406e-02,2.135050111e-02,7.947655767e-02,1.117074490e-02,-2.889627032e-02,-1.915766392e-03,-3.983215429e-03,3.246667609e-02,-7.058467716e-03,-5.306271836e-02,2.268949449e-01,-1.340359170e-02,2.134330422e-01,2.576092184e-01,2.047774792e-01,-2.939885296e-02,3.030297905e-02,-3.173490614e-02,-1.078137849e-02,1.790221632e-01,1.248949394e-01,4.005345702e-02,6.259849668e-02,2.384448200e-01,1.411966532e-01,-2.547386661e-02,1.673274189e-01,3.115474805e-02,-4.692263901e-02,-6.907665171e-03,3.228853047e-01,1.212276518e-01,2.263832651e-02,3.559896350e-02,2.047526091e-01,5.433615763e-03,-4.867339507e-02,1.279867887e-01,-8.669508249e-02,3.858943284e-02,-2.992992848e-02,6.145762652e-02,1.190605294e-02,-1.039260402e-01,5.151370913e-02,2.529617585e-02,5.895812437e-02,-4.679244384e-02,-6.860997062e-03,6.054106355e-02,1.434155181e-02,3.774899244e-02,7.052302361e-02,-2.583082765e-02,-7.603207976e-02,6.695076078e-02,-4.501158372e-02,-4.697201401e-02,-8.708138764e-02,2.197768539e-02,-9.301729500e-02,4.184808210e-02,6.409177184e-02,-5.916317925e-02,-4.010864720e-02,4.766243696e-02,8.306306601e-02,-2.269460261e-02,-3.578047268e-03,-1.600979478e-03,6.967061758e-02,-8.726308122e-03,-6.452778727e-02,-8.464564383e-02,-7.236170024e-02,5.693040788e-02,3.516626731e-02,5.581388250e-03,-4.439283162e-03,3.467435390e-02,1.056874022e-01,-8.483687998e-04,4.381894693e-02,3.505558893e-02,8.818963170e-02,5.747441575e-02,3.149250522e-02,-3.241449594e-02,-1.975676045e-02,1.807619259e-02,2.977810241e-02,2.413645387e-02,1.532406919e-02,-1.748211496e-02,-6.969442591e-03,2.276487648e-02,1.597508672e-03,-2.162707411e-02,1.841499098e-02,5.918591749e-03,2.170272358e-02,6.177480891e-02,3.420595452e-02,-3.861275688e-02,-3.370814398e-02,-2.860441804e-02,-1.355711836e-02,1.889247261e-02,-2.699423023e-02,3.334902227e-02,-8.164829524e-06,-7.549174130e-02,4.060561955e-02,3.116588853e-02,3.772560507e-02,3.594815964e-03,4.600283690e-03,-1.423546672e-02,3.481521504e-03,4.344036058e-02,-7.838833146e-03,-2.331255935e-03,-4.424382746e-02,7.394404709e-02,-5.655508023e-03,6.448065490e-02,-2.875008387e-03,9.003452957e-03,-2.865189919e-03,-3.501346335e-02,-2.109250985e-02,1.961225271e-02,3.005669918e-03,-1.443823613e-02,-1.158098131e-01,1.571313106e-02,-2.710337518e-03,-1.133675650e-01,2.532241046e-01,3.061985224e-02,2.632297575e-01,2.876867950e-01,2.211433500e-01,-1.263375729e-01,-1.915062591e-02,-4.098392278e-02,-2.395756394e-01,2.613345087e-01,2.982064486e-01,-3.034001589e-02,-8.997751027e-02,2.302830219e-01,2.136836648e-01,-1.477254629e-01,2.013151348e-01,1.741878921e-03,-2.545992136e-01,3.176625818e-02,3.074366152e-01,2.070948631e-01,-5.556254461e-02,6.701029371e-03,2.610494494e-01,1.781647950e-01,-1.952990443e-01,2.422350645e-01,-6.675446033e-02,4.309567809e-02,-4.511373490e-02,-1.413464732e-02,1.884059161e-01,3.513436764e-02,1.357901692e-01,1.307513863e-01,7.515493035e-02,-7.184938341e-02,1.128340140e-02,-8.601706475e-03,-1.001441758e-02,1.239054427e-01,4.446223751e-02,-3.405293450e-02,5.993269850e-03,1.191576347e-01,1.098696515e-01,-2.393145859e-02,4.611222446e-02,-4.833639134e-03,4.610524699e-02,1.144807506e-02,8.985743672e-02,2.448477410e-02,1.840245165e-02,3.546447726e-03,1.383322626e-01,1.449739374e-02,-2.539817803e-02,1.606401801e-01,2.057024743e-03,-6.121939048e-02,-3.281383216e-02,6.569325924e-02,-3.909458518e-01,-1.227936428e-02,-2.061875612e-01,-3.719969690e-01,-3.262301385e-01,5.028978735e-02,-6.722532958e-02,-1.147151645e-02,3.715535998e-02,-2.269499600e-01,-2.317919880e-01,-2.755537257e-02,1.992316730e-02,-3.889884949e-01,-1.498670280e-01,4.586576298e-02,-5.842439458e-02,-2.710193768e-02,5.009910092e-02,-1.946959272e-02,-5.114034414e-01,-1.616653800e-01,9.209974669e-03,-8.357280493e-02,-1.758935302e-01,-9.879453108e-03,3.433864936e-02,-1.881827116e-01,-4.811300337e-02,-4.737474769e-02,6.525211781e-02,7.316320390e-02,4.538520053e-02,9.658344090e-03,6.314135343e-02,-1.682676002e-02,1.001499742e-01,1.377956122e-01,-1.042139996e-02,-4.144916311e-02,2.045075893e-01,6.901240349e-02,3.052053414e-02,1.566783525e-02,7.191942632e-02,2.762015909e-02,1.552261226e-02,1.375120729e-01,1.623590477e-02,-2.695339732e-02,1.414344311e-01,2.559386753e-02,1.342827734e-02,2.697655931e-02,-4.646140616e-03,3.597986698e-02,1.250718087e-01,-4.238355160e-02,1.971734315e-01,-5.631748214e-02,5.063546076e-02,2.760065533e-02,4.960452020e-02,3.789152950e-02,-3.350543603e-02,-6.572168320e-02,-3.079162911e-02,-1.296513993e-02,5.682156980e-02,3.569971025e-02,-1.159404591e-02,6.055912003e-02,-1.487701479e-02,-2.548209392e-02,-3.856441006e-02,9.733999148e-03,6.124063581e-02,2.659807168e-02,-1.517925691e-02,-1.490296051e-02,4.905694351e-02,1.198553108e-02,-3.961963579e-02,-7.642568648e-02,5.617288500e-02,-2.724168263e-02,2.343006060e-02,7.383003086e-02,3.818403929e-02,-8.532108623e-04,3.665355220e-02,1.928089373e-02,-3.022593819e-02,-9.085033089e-02,2.060410625e-04,-6.448739022e-02,-1.482425537e-02,1.228980068e-02,1.100328863e-01,-6.776619703e-02,-8.654776961e-02,2.953908034e-02,-3.634642065e-02,3.762239963e-02,-3.369300067e-02,-5.156960338e-02,3.097970225e-02,-3.557416610e-03,1.494358107e-02,6.166883744e-03,3.848399594e-02,2.204821259e-02,2.770224586e-02,-1.377372444e-01,4.384219274e-02,-2.871414460e-02,-2.955703437e-02,-1.881570555e-02,6.127540767e-02,-4.874949809e-03,5.175795034e-02,-1.417591888e-02,6.197310239e-02,-3.978014365e-02,8.836284280e-02,-7.470194995e-02,-5.111881346e-02,-4.682712629e-02,-1.242478099e-02,-2.024965174e-02,2.171505615e-02,-1.587225124e-02,4.242023081e-02,-9.019051678e-03,-4.428447410e-02,-5.934706423e-03,-5.619517062e-03,-3.632345051e-02,3.311941773e-02,3.121081972e-03,1.908342540e-02,-5.120393354e-03,-8.959914744e-02,-2.872340009e-02,4.084616527e-02,-1.654970273e-02,4.144546017e-02,-5.808612332e-03,4.301581532e-02,2.186817862e-02,-1.102769841e-02,7.841131836e-02,4.893499240e-02,-5.391192809e-02,-4.397864267e-02,2.292728424e-02,3.810647875e-02,1.620250940e-02,-1.217439957e-02,9.506868571e-02,-1.561201178e-02,4.468865227e-03,2.684193430e-03,-7.092323154e-02,-2.820682339e-02,3.042353783e-03,2.731581591e-02,-2.410882898e-02,5.326667055e-02,-2.177946083e-02,-4.489693418e-02,-2.178879268e-02,-5.817616824e-03,-2.937160805e-02,-2.782879956e-02,-2.049995586e-02,5.257065222e-02,-4.720727727e-02,5.533789750e-03,-2.899346873e-02,2.608912066e-03,-1.371299755e-02,2.449632622e-02,-7.611820847e-02,5.769103393e-02,-5.926702544e-02,8.812131360e-03,2.184266970e-02,2.943284810e-02,4.271684587e-02,-2.442603558e-02,3.377962485e-02,-7.402753830e-02,1.629529987e-03,4.188307747e-02,-9.489317983e-02,-3.626068309e-02,-4.581786320e-02,2.395297959e-02,-6.798961665e-03,-7.595428824e-02,-2.017607912e-02,-7.355407625e-02,3.567083180e-02,-5.527913943e-02,2.397953160e-02,-4.210630432e-03,1.832623035e-02,2.012139373e-02,5.140269175e-03,4.244230688e-03,-4.384185746e-02,-5.491932482e-02,6.390386820e-02,-3.863171861e-02,-4.661450535e-02,-2.063137479e-02,7.650867105e-03,-2.884059586e-02,-2.698819153e-02,3.667653352e-02,-1.596247777e-02,2.001671493e-02,9.570233524e-02,-1.564201340e-02,1.545585878e-02,-1.432181057e-02,5.702647381e-03,3.794630291e-03,-8.199017495e-03,-4.400470853e-02,-3.007682785e-02,1.530148182e-02,1.352327690e-02,1.147665754e-01,5.694057792e-02,5.989411473e-02,-6.003300194e-03,-8.210071176e-02,-1.144022401e-02,-1.104011014e-02,4.883253202e-02,8.216150850e-02,2.619589213e-03,-2.050997689e-03,1.254159492e-03,-4.169202968e-02,-1.413316187e-02,4.775046837e-03,5.628078431e-02,-4.530196264e-02,-9.572375566e-04,-3.862385824e-02,-2.470630594e-02,1.284997817e-02,-3.796023875e-02,-1.873277687e-02,1.727441140e-02,-2.780178376e-02,1.127016544e-02,3.278643265e-02,-8.177818730e-03,-4.743085802e-02,-1.908055693e-02,1.783659868e-02,4.774152115e-02,-6.517911702e-02,-6.164542213e-02,-6.807620823e-02,-1.236321554e-01,1.252208743e-02,3.153498471e-02,-3.807345172e-03,1.556777861e-02,-5.865620822e-02,4.989260808e-03,8.535002358e-03,-1.376991905e-02,-2.401603945e-02,1.863397658e-02,-3.790751845e-02,-9.783991612e-03,7.612343412e-03,9.902062267e-02,9.052032256e-04,-7.639610767e-02,-7.384949923e-02,-5.819597095e-02,4.396702349e-02,1.523369458e-02,-1.109566092e-01,3.652177751e-02,5.610188097e-02,3.965707496e-02,2.007229254e-02,-2.043922618e-02,2.027676255e-02,-6.447970867e-02,-1.873104484e-03,-2.067313157e-02,2.818502113e-02,2.106753550e-02,-1.794810221e-02,9.204596281e-02,3.952273354e-02,-1.320482511e-02,3.445573896e-02,-1.117911749e-02,1.966214366e-02,5.951250717e-02,-2.334890142e-02,-2.011399530e-02,2.360593714e-02,-1.904363045e-03,5.020716414e-02,3.308195854e-03,-1.137763821e-02,-5.531678442e-03,3.818854317e-02,-3.975306079e-02,3.524567783e-01,-4.385583848e-02,3.256617785e-01,3.735564947e-01,2.766431272e-01,1.570176892e-02,2.573933266e-02,1.582948305e-02,-1.573842466e-01,2.443487942e-01,3.154748082e-01,-3.007181920e-02,2.537072077e-02,3.071272075e-01,2.839249372e-01,-4.386519268e-02,9.851927310e-02,-4.372268915e-02,-1.082336530e-01,2.043433674e-02,3.443769813e-01,2.565461993e-01,-4.433598742e-02,2.264552750e-02,2.395842075e-01,1.244137213e-01,-1.677899212e-01,2.416393310e-01,-9.253960103e-02,-6.011680141e-02,-8.246547729e-02,1.844604849e-03,-2.648471668e-02,-3.413990140e-02,4.621141776e-02,3.509969264e-02,1.538225412e-01,1.737208292e-02,1.561041176e-02,-2.905357815e-02,5.906634033e-02,1.789833233e-02,-1.142839156e-02,2.519844659e-02,6.031901017e-02,5.479345471e-02,3.080001660e-02,2.141311578e-02,8.026867360e-02,3.459739313e-02,-4.424568638e-02,-2.360640094e-02,3.457272053e-02,1.996111497e-02,7.426408585e-03,-1.126353350e-02,6.710272282e-02,7.012364920e-03,4.185483340e-05,8.870296180e-02,-4.833474383e-02,-4.101194069e-02,-6.303860992e-02,1.123460941e-02,-7.699944545e-03,2.018048801e-02,1.648379117e-02,4.394319281e-02,2.781500295e-02,2.714683115e-02,3.038794920e-02,-2.171365730e-02,3.538819402e-02,3.918812424e-02,3.085006215e-02,-4.010535404e-02,-8.914110251e-03,-1.989561133e-02,-2.759277448e-02,-1.285214722e-02,-3.919760697e-03,-7.063353807e-02,6.357203238e-03,1.664457656e-02,2.708308771e-02,8.848913014e-03,-6.682350487e-02,4.703101702e-03,3.281604499e-02,5.783808604e-02,-1.517513418e-03,-4.556333274e-02,-4.462482035e-02,-3.485277295e-02,-2.488431707e-02,7.468520105e-02,-2.668231539e-02,-2.023882605e-02,-4.672798887e-02,-3.829828277e-02,2.992617153e-02,8.396264166e-02,1.260692067e-02,6.024018675e-02,1.652526483e-02,-1.637337729e-02,6.689496804e-03,-3.506007046e-02,-1.697109081e-02,-1.132100821e-02,2.057972178e-02,8.124931715e-03,1.048113182e-01,4.098965973e-02,3.216178343e-02,2.168601146e-03,-3.981980495e-03,1.237772754e-03,-5.469038710e-02,-2.646374749e-03,-6.498007476e-02,5.786028877e-02,6.995848380e-03,-2.596603893e-02,-3.239593655e-02,6.092542410e-02,2.285500430e-02,1.975479349e-02,2.254218608e-01,2.450350672e-02,1.810245365e-01,3.774693608e-01,1.979927570e-01,1.498595625e-02,1.507024281e-02,-5.785069894e-03,3.056564927e-02,1.626154333e-01,2.377982140e-01,2.790145390e-02,2.201709338e-02,3.675060570e-01,2.197984159e-01,1.169508882e-02,8.785818517e-02,-1.213688403e-02,-1.618809626e-02,-1.295733359e-02,2.966645360e-01,1.151241884e-01,2.706552111e-02,-1.139512938e-02,1.853396297e-01,-1.361660846e-02,-4.244709015e-02,1.668713987e-01,3.844264150e-02,7.022322621e-03,-7.308134437e-02,-3.956572711e-02,5.248581991e-03,-4.269952327e-02,-3.812426329e-02,4.378078133e-02,8.813550323e-02,4.542655777e-03,-1.734708063e-02,-4.125938565e-02,5.962919444e-03,6.300225854e-03,1.451959927e-02,2.986763045e-02,3.107543848e-02,3.731464595e-02,7.080823183e-02,5.039024726e-02,-2.283731475e-02,-1.025911327e-02,1.050053984e-01,3.291245922e-02,-7.822582126e-02,2.436410077e-02,-2.301734686e-02,4.892149195e-02,-8.682738058e-03,-8.522780240e-02,-5.010591075e-02,1.230285875e-02,-2.787362412e-02,3.928603232e-02,1.975225471e-02 +biases1 = 4.858063906e-02,-2.592624724e-01,1.836149750e-04,-2.683561742e-01,-3.413113058e-01,-2.046561688e-01,1.644389704e-02,-3.940283507e-02,0.000000000e+00,-1.008982584e-02,-1.640060693e-01,-2.552422583e-01,1.079108406e-04,3.222698346e-02,-3.601314425e-01,-9.936371446e-02,4.178435355e-02,-4.423431680e-02,0.000000000e+00,5.418192968e-02,-4.031743854e-02,-3.640399873e-01,-7.766911387e-02,-3.218352050e-02,-1.162202004e-02,-1.390848905e-01,-3.743815422e-02,5.107592791e-02,-1.584037542e-01,-3.286589845e-06,-3.922482574e-05,4.185818508e-02 +weights2 = -1.354134679e-01,4.812759757e-01,-1.222596504e-02,3.835851550e-01,5.693646073e-01,3.811745644e-01,-1.580423862e-01,-1.852992363e-02,-2.577650012e-04,-2.559592128e-01,3.325782418e-01,4.106585383e-01,-3.506319970e-02,-7.956754416e-02,5.711040497e-01,2.959377170e-01,-1.725688726e-01,2.090696096e-01,-2.533443086e-02,-2.282000780e-01,-2.295485511e-02,5.780335665e-01,2.618595362e-01,3.562986851e-02,-2.818176523e-02,3.288505375e-01,1.270788312e-01,-2.396123260e-01,2.935064137e-01,2.939628437e-02,1.698207855e-02,-1.080078408e-01 +biases2 = -1.137295067e-01 diff --git a/params/D00126.001.txt b/params/D00126.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b46dd7b518007c7bda761c43bfe7605f58f66c7 --- /dev/null +++ b/params/D00126.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -4.167905900e-06,-1.735442132e-02,-1.021465473e-02,-3.945935890e-02,2.028289810e-02,-4.119857680e-03,-4.625625536e-02,-2.334169485e-02,5.508442428e-06,-1.051083952e-02,-8.017852902e-03,-5.503771361e-03,-1.887765848e-06,-2.458893694e-03,2.032830007e-02,-2.390122786e-02,-2.459286225e-05,-2.230757475e-02,9.154424071e-03,2.844143659e-02,-1.773060113e-02,-1.245700056e-03,2.248422243e-03,-5.225112662e-03,5.627938208e-06,-1.588896103e-02,8.731657639e-03,5.630914588e-03,-2.467120976e-05,-7.975650951e-03,-1.836094633e-02,-1.818559319e-02,3.091053713e-06,4.827370122e-02,-1.364315487e-02,-7.382396143e-03,1.494911499e-02,4.740664270e-03,-1.537606493e-02,-2.228930220e-02,-6.070880318e-06,2.216826193e-02,-1.958980411e-02,-8.048818447e-03,4.440820703e-05,-3.858118877e-02,-6.350121461e-03,7.743032277e-02,9.059602235e-06,-2.457050607e-02,1.279669628e-02,1.357989199e-02,-5.266541243e-02,-6.328853779e-03,5.814097822e-02,4.384642467e-02,8.068983334e-06,-4.031119402e-03,1.534272265e-02,6.921061315e-03,-3.616443792e-05,4.452361912e-02,-1.262529381e-02,-5.260295793e-02,-7.044884569e-06,-1.726272167e-03,-2.165635116e-02,-3.226157278e-02,-3.000915609e-02,8.170529269e-03,-4.473611340e-02,-3.542352468e-02,-3.198311788e-06,-2.551330021e-03,-1.097761095e-02,-8.275691420e-03,-8.417812205e-05,-1.980629191e-02,-8.207805222e-04,-9.040696919e-02,-1.707180672e-05,-1.374660432e-02,2.261346579e-02,3.655402362e-02,-9.432190098e-03,-8.814583533e-03,4.481913522e-02,8.374411613e-03,-3.588600293e-06,-2.774260938e-02,1.131729037e-02,4.536771215e-03,4.397569683e-06,-2.718595974e-02,1.200011000e-02,-5.330894887e-02,-2.035946272e-05,1.361364964e-03,-2.921235561e-02,-1.782045141e-02,1.050785929e-02,-8.452556212e-04,-6.763704121e-02,-3.463580087e-02,1.128567988e-06,4.528170824e-02,-1.800274104e-02,4.694356176e-04,4.212923159e-05,2.401520731e-03,5.185492802e-03,1.860891581e-01,-1.601793156e-05,-1.855956041e-03,2.635045350e-02,8.650087751e-03,-6.256954744e-03,-5.435642786e-03,6.629180908e-02,5.470998958e-02,-2.052379932e-05,-2.325956710e-02,1.412517391e-02,2.306313487e-03,-2.756430149e-05,4.008603096e-02,-3.336892277e-02,-5.962023139e-02,6.528274753e-06,-7.265468128e-03,-5.339537561e-02,-4.355920106e-02,-1.613791473e-02,-5.114437081e-03,-1.636459492e-02,-1.724948548e-02,8.487652849e-06,-1.275024470e-02,-2.150172368e-02,4.661602361e-05,9.104081983e-05,5.346069112e-03,-3.749730065e-03,-1.557891220e-01,-2.997861202e-06,-3.731580079e-02,6.372112036e-02,4.378816858e-02,-5.583343096e-03,3.052676329e-03,2.698538825e-02,3.198090941e-02,-1.469479139e-05,5.150526296e-03,1.763101853e-02,3.240781953e-04,-6.086010035e-05,-8.949346840e-03,-1.764423214e-02,1.248156466e-02,1.821328078e-05,2.859658934e-02,-5.887410045e-02,-1.396994852e-02,7.293252740e-03,-2.554248320e-03,-3.176667541e-02,-4.676618055e-02,-8.098984836e-06,3.047088720e-02,-7.778677624e-03,-5.727823824e-03,-1.548741966e-05,-5.413517728e-02,2.940273844e-02,1.852701008e-01,-1.777666876e-05,-1.140177847e-05,4.665410146e-02,8.907650597e-03,-2.076831274e-02,-2.350356895e-03,1.989937387e-02,2.505855449e-02,-1.919247410e-07,-3.115939721e-02,8.133982308e-03,4.364310298e-03,-8.986139437e-05,5.324007198e-02,-2.500170842e-02,-5.923237652e-02,-1.626523613e-06,2.572271973e-02,-5.795698240e-02,-2.757184207e-02,1.611658558e-02,6.867427845e-03,-4.876303952e-03,9.464607574e-03,-7.871189155e-06,-1.166221779e-02,-2.858278155e-02,-3.123379080e-03,-2.435252327e-06,1.796456520e-03,1.407028548e-02,-3.372371197e-02,-1.016358237e-05,-3.147214279e-02,5.804182962e-02,2.651300281e-02,-1.872886159e-02,-7.135821506e-03,4.177941754e-02,-4.682896193e-03,1.324489767e-05,-1.054673456e-02,2.422074787e-02,1.050306717e-03,-5.453568156e-05,1.751873083e-02,-4.714048002e-03,1.869086735e-02,-1.358903501e-05,1.440568175e-02,-1.899262541e-03,-9.045397863e-03,8.378126658e-03,1.999355154e-03,-6.471297890e-02,-4.007509351e-02,1.356686880e-06,6.221846864e-02,-2.642143704e-02,-4.908054601e-03,2.954606316e-05,-3.472026065e-02,3.483840264e-03,1.744023263e-01,-1.100552981e-05,-2.463813312e-02,-1.015453963e-04,5.233189091e-03,-4.096019268e-02,-8.658946492e-03,2.658703923e-02,2.826786786e-02,-2.716152949e-06,-4.830432311e-02,2.722430974e-02,6.013503298e-03,-3.950021346e-05,1.088567451e-02,-2.987295762e-02,-1.765994430e-01,6.033116279e-06,3.474972025e-02,-6.108765677e-02,-2.174776606e-02,-1.798569784e-02,3.594576614e-03,1.179273985e-02,2.008380182e-02,-2.205895180e-05,-2.536253817e-02,-2.408798970e-02,3.467859933e-03,-1.720919016e-07,-2.504992858e-02,-3.631841391e-03,-1.083550528e-01,2.776580914e-06,-4.068124667e-02,6.825752556e-02,1.846443303e-02,-7.391329855e-03,-1.009003539e-02,3.537440300e-02,2.658504434e-02,4.250928214e-06,7.796307560e-03,3.679326549e-02,4.087414709e-04,-2.136930743e-05,5.224357545e-02,-2.869449556e-02,1.941774637e-01,1.042928488e-05,1.976121590e-02,-3.325697407e-02,-1.529449597e-02,2.018103004e-02,4.437938333e-03,-6.005079672e-02,-5.083590001e-02,-8.523936117e-07,4.067822918e-02,-2.149150334e-02,-7.697723806e-03,6.871850928e-05,-4.863226786e-02,3.749811277e-02,-6.417344790e-03,-2.241176480e-05,-2.980650589e-02,2.422527596e-02,1.372864190e-02,-2.999704331e-02,-4.857547116e-03,1.162915025e-02,-2.849453827e-03,3.914728495e-06,-3.139975294e-02,5.210156552e-03,2.840796020e-03,-1.097861968e-04,1.694540307e-02,-2.219932340e-02,-9.665983915e-02,3.256684295e-06,-4.522033036e-02,-2.014629915e-02,-2.308960073e-02,2.422213368e-02,3.841219004e-03,-2.168282866e-02,-4.123688862e-02,1.343234908e-05,7.366415113e-02,-2.577559836e-02,-1.076464323e-04,7.119499787e-05,-5.427505448e-02,1.411390025e-02,5.264241621e-02,4.088173682e-06,2.136572637e-02,4.242143035e-02,5.262017250e-02,-2.608399093e-02,-7.163942326e-03,4.283180088e-02,3.024603985e-02,-2.659308166e-06,-3.338997439e-02,1.372101344e-02,2.932674717e-03,-5.462375702e-05,7.806114852e-02,-2.195241861e-02,-7.614547759e-02,2.352416686e-06,1.420840155e-02,-4.541091248e-02,-3.217105940e-02,1.343923248e-02,1.026977785e-02,-4.580096155e-02,-3.871705756e-02,-4.874595561e-06,-1.307791937e-02,-1.561882999e-02,-3.866153536e-03,-9.130395483e-06,-6.138535216e-02,2.617151663e-02,1.979701035e-02,-6.703658073e-06,-6.327835377e-03,2.125630341e-02,-2.171233995e-03,-4.680492729e-02,-1.387368422e-02,2.338998206e-02,4.272055998e-02,-9.649037565e-06,-3.546706215e-02,2.413455956e-02,4.265649113e-05,-4.226178135e-05,3.306336328e-02,-3.537228331e-02,-1.352565549e-02,-2.429581400e-05,3.215457499e-02,8.869453333e-03,9.587275796e-03,4.484402388e-02,-1.260503661e-02,3.949975595e-02,-6.142167747e-02,-1.017819977e-05,-2.591296472e-02,-4.241407849e-03,-8.938934654e-03,5.073863213e-05,1.573571470e-03,1.530823298e-02,-9.284350276e-02,-7.036727766e-06,-3.036610596e-02,6.061716937e-03,1.847893372e-02,-5.975127220e-02,-9.606858715e-03,2.261728421e-02,8.421115577e-02,1.256354381e-06,3.394930810e-02,1.877398789e-02,1.123388577e-02,-9.289738955e-05,3.694638237e-02,-2.201583795e-02,4.465844855e-02,1.373312557e-06,3.510110080e-02,-2.509201132e-02,-1.908294484e-02,3.542774916e-02,2.676932141e-02,-8.998643607e-02,-8.185110986e-02,-1.588882697e-05,-2.958846651e-02,-2.557974309e-02,-9.510057978e-03,3.970022590e-05,-3.960262612e-02,5.483511463e-02,6.937906891e-02,-3.004482778e-06,-5.284450576e-02,8.276094683e-03,-1.381636877e-02,-5.571180210e-02,-1.147912536e-02,2.664436400e-02,5.207872763e-02,8.811549378e-06,1.327743381e-02,7.457416039e-03,6.199394353e-03,-6.981617480e-05,-3.400105285e-03,-6.513344496e-02,-3.845998272e-02,5.651571882e-06,-4.542255402e-02,-1.193258446e-02,5.319677759e-03,1.810676418e-02,1.164771337e-02,-2.000009269e-02,-4.023071006e-02,1.233195871e-05,-8.971933275e-03,-1.911517978e-02,-9.182857350e-03,-7.099864888e-05,-1.534528378e-02,-4.240563512e-02,-3.179842606e-02,-8.928868738e-06,4.425004870e-02,-5.984836258e-03,-7.787001785e-03,-2.587928437e-02,-4.982247017e-03,-4.203664605e-03,6.225530803e-02,1.374827843e-05,-7.960265502e-03,2.880194411e-02,1.413350739e-02,-2.368788955e-05,-2.916819043e-02,-5.481052678e-03,2.279302478e-02,7.286284927e-06,2.108286135e-02,-1.775298640e-02,-1.895049214e-02,2.843174338e-02,1.066817343e-02,-4.777245224e-02,-4.145801440e-02,-1.842665824e-06,2.221652120e-02,-2.833658271e-02,-9.133044630e-03,1.444916270e-04,-4.948658124e-02,8.776470274e-02,5.139466375e-02,-4.495742360e-06,-3.590052202e-02,3.381118923e-02,1.655312628e-02,-5.584834144e-02,-2.425269969e-02,7.073923945e-02,1.246932428e-02,-3.563212431e-06,-1.355501916e-02,1.509494707e-02,3.205066547e-03,-1.052981097e-04,8.953001350e-02,-5.687446892e-02,-5.962299183e-02,-1.949945909e-05,3.503482556e-03,-5.347049236e-02,3.230244294e-02,-3.567462089e-03,1.629385911e-02,1.023559831e-02,-4.251887556e-03,3.807217809e-06,-4.400684498e-03,-2.738446696e-03,-3.873219946e-03,4.050758798e-05,1.656891429e-03,8.654595912e-02,-1.114774216e-02,-1.289149986e-05,-3.084461018e-02,1.705937460e-02,-2.411027439e-02,-1.760400273e-02,2.411581343e-03,5.895318463e-03,3.596613556e-02,-1.212783354e-05,4.308327567e-03,2.791855857e-02,5.838493817e-03,-3.658290007e-05,1.794658042e-02,-2.941343188e-02,-7.596282754e-03,5.613580470e-06,3.057849593e-02,-7.624363154e-02,-1.858638972e-02,4.184866697e-02,-8.446026593e-03,-1.067403480e-01,-3.398906440e-02,1.539762707e-05,2.042712178e-03,-2.137465402e-02,-2.529477933e-04,1.356449065e-04,-7.458350807e-02,2.038599923e-02,1.139281504e-02,-8.701500519e-06,-1.922811382e-02,1.107930765e-01,5.561127793e-03,-5.586028472e-02,-1.717708632e-02,8.934803307e-02,-4.743977915e-03,-1.086948942e-06,-1.026046369e-02,-7.335747126e-03,-2.692689188e-03,-1.929243881e-04,5.050527677e-02,-9.453719109e-02,-9.882692248e-03,-2.568486252e-06,-6.822904944e-02,-1.466048881e-02,2.324229665e-02,2.497822419e-02,3.067096695e-03,-1.344776526e-02,3.574161977e-02,-5.546077318e-06,-1.843341440e-02,-6.562456489e-03,-3.703135997e-03,-1.221997954e-04,-1.611529291e-02,-5.025619268e-02,-1.475586649e-02,-4.269084002e-06,-2.665822580e-02,1.026609838e-01,-2.947374806e-02,-4.291319102e-02,-1.366005559e-02,1.238824129e-01,-4.828817211e-03,8.967287613e-06,1.351357531e-02,-5.358472699e-04,2.563954331e-03,1.026841928e-04,9.416063130e-02,8.955171704e-02,2.842980623e-02,4.108250778e-06,7.943266630e-02,-6.727454066e-02,-1.104340609e-02,4.808085784e-02,1.317431126e-02,-7.211939245e-02,-3.187906742e-02,3.621478299e-06,-9.517991566e-04,4.920107313e-03,-7.099555805e-03,1.731968514e-04,-6.525107473e-02,-3.063309006e-02,1.412787288e-02,8.801084732e-07,-5.091793719e-04,-2.260405011e-02,1.245732978e-02,-6.530513614e-02,-9.467069991e-03,-3.952353448e-02,-6.046456750e-03,-5.692057130e-06,-2.415171592e-03,-1.358172856e-03,7.243610919e-03,-2.000115492e-04,-1.728738658e-02,-2.569107898e-02,-4.506115243e-02,-1.431159308e-05,-4.480816424e-02,-1.082721818e-02,6.015532091e-02,-1.938580722e-02,-6.583829410e-03,-3.437507898e-02,1.903553680e-02,1.339154096e-05,-6.286716671e-04,8.156036027e-03,3.697233507e-03,3.672087623e-04,-6.221285462e-02,-7.906924002e-03,-2.923040465e-02,-6.959471193e-06,-2.787906863e-02,8.447427303e-03,-4.461568967e-02,-3.401901573e-02,-1.575160772e-02,6.699793041e-02,-7.166756783e-03,-4.025223916e-06,-1.695562340e-02,-1.307560131e-02,8.206688217e-04,-1.573994377e-04,7.071499527e-02,-4.463220015e-02,-2.372177877e-02,-2.969614116e-06,9.424322844e-02,-7.852845825e-03,-1.151294168e-02,6.862883270e-02,3.505382314e-02,-6.450881064e-02,-3.091875836e-02,-8.046826224e-06,1.759031788e-02,-2.078088187e-02,-8.789746091e-03,-7.853392890e-05,-4.448576644e-02,7.038354874e-02,4.279658571e-02,-1.287515897e-05,-3.754400462e-02,8.331907913e-03,-8.818787523e-03,-5.044669285e-02,-1.962889731e-02,3.064555861e-02,1.203274913e-02,-4.102581897e-06,-8.284216747e-03,2.212370373e-02,3.257475328e-03,-1.755125413e-04,3.148543090e-02,-3.482967988e-02,-7.091307081e-03,-1.687861368e-05,-2.052295208e-02,5.965627357e-02,-2.092504129e-02,-3.979824018e-03,-5.014546681e-03,3.857542295e-03,-3.938082606e-02,-1.041619907e-05,-1.741467603e-02,1.758141443e-02,-1.059584320e-03,-9.899168072e-05,-1.055131387e-02,-2.729998156e-02,-3.209606186e-02,3.663889629e-06,-1.878223382e-02,-3.616582602e-02,-1.435489394e-02,-7.014181465e-02,2.616142447e-04,3.723211959e-02,-4.005758464e-02,2.250706075e-06,-6.278597284e-03,-6.049590185e-03,1.592086256e-02,3.121771442e-04,5.256422237e-02,-1.198293548e-02,8.981779218e-03,5.666350262e-06,9.819701314e-02,-5.903366208e-02,-5.524193868e-02,1.231513917e-01,2.776959911e-02,-6.770880520e-02,-2.308669314e-02,-3.601855667e-07,1.246779785e-02,-6.963527296e-03,-8.222378790e-03,-1.436148887e-04,-4.725241661e-02,4.300307110e-02,1.910227351e-02,-8.036509826e-06,-7.486417890e-02,3.366842121e-02,8.566404134e-02,-8.421554416e-02,-2.995214984e-02,2.535383776e-02,9.551100433e-02,-1.946251723e-05,2.941747196e-03,-8.133755997e-03,-7.649342064e-03,-1.031812717e-04,7.175152423e-04,-2.076629177e-02,-1.322839968e-02,6.730099358e-06,-1.837763190e-02,6.774558872e-02,-2.432618989e-03,-2.971369587e-02,-1.602812111e-02,3.213975951e-02,7.891745120e-02,-9.950204912e-06,-6.591795944e-03,1.704058610e-02,-1.776267425e-03,-5.676366345e-05,3.507295251e-02,-3.008855972e-03,-4.221507907e-02,5.547175874e-07,8.264276385e-02,-3.465353698e-02,8.182103187e-02,-2.236582153e-02,1.609004289e-02,3.341626748e-02,1.437744871e-02,-7.180202374e-06,-5.984624848e-03,-3.511722013e-02,4.382103216e-03,-5.663752381e-05,-2.668466046e-02,-8.707491681e-03,-1.718820818e-02,5.167220024e-06,-7.355535869e-03,-3.521796316e-02,-7.780794054e-02,1.113854945e-01,8.809989318e-03,-6.408725679e-02,-5.741707608e-02,-3.175711981e-06,1.002160180e-02,4.804785829e-03,-6.103628315e-03,1.000197735e-04,-4.813193902e-02,3.952936456e-02,4.092645645e-02,-3.736918643e-06,-7.286706567e-02,2.838610089e-04,-6.450769491e-03,-9.445983171e-02,-1.579060592e-02,-2.694579773e-03,-4.288331047e-02,-2.121930447e-05,-5.693208892e-03,9.725259617e-03,2.532233018e-03,-1.858419455e-05,3.522600234e-02,-4.479381070e-02,1.231980277e-03,-7.835456017e-06,1.164043415e-02,-3.431264684e-02,-1.601958275e-02,-5.056726560e-02,2.988890000e-02,4.533496872e-02,-3.769243136e-02,-2.858897096e-05,-1.247155387e-02,-1.559142303e-02,3.210901283e-03,1.137169420e-05,5.212165881e-03,-1.805178006e-03,-3.536744043e-02,-7.408262718e-06,2.042433945e-03,-2.179969661e-02,3.539801762e-02,-4.162190855e-02,-2.209459059e-02,-3.808308020e-02,9.100399911e-03,4.492304015e-06,-1.229965035e-02,-1.259025931e-02,-1.167209004e-03,-3.007853229e-05,-1.488043182e-02,-2.055200562e-02,-1.274440065e-02,5.242310635e-06,2.820344642e-03,-5.407761037e-02,-1.927749440e-02,1.694600433e-01,1.587325521e-02,-8.685438894e-03,-4.164569080e-03,-2.212715572e-06,8.786799153e-04,-4.162074253e-02,-7.830241695e-03,-9.827173017e-06,9.726080112e-03,4.984118417e-02,2.387207001e-02,-3.926969384e-06,-3.247021139e-02,1.083031967e-01,-4.931603558e-03,-1.124513000e-01,-3.058365919e-02,1.692176738e-04,2.573371865e-02,-1.001142482e-05,1.561284997e-02,6.624885648e-02,4.774558358e-03,-4.170564353e-05,-4.541630391e-03,-4.451305792e-02,7.036177907e-03,-5.942184998e-06,1.921994798e-02,8.004394174e-02,7.358788513e-03,-7.809638977e-02,-1.446165983e-02,4.308397323e-02,4.909053445e-02,-1.056078418e-05,-2.261159755e-02,-7.073631044e-03,-1.246876735e-02,9.427878103e-05,3.494197503e-02,1.327890716e-02,-3.587884828e-02,3.627430942e-06,-3.002792969e-02,-3.018571995e-02,-1.962301880e-02,-7.862568833e-03,3.896454722e-02,-5.578468367e-02,2.672382072e-02,1.929147402e-06,-3.300276818e-03,4.627417400e-02,-3.601671662e-03,-8.938658721e-05,-2.624246851e-02,-1.182255987e-02,9.969345294e-03,-6.403211046e-06,1.462196093e-02,-1.881156117e-02,-4.185614735e-02,1.513892412e-01,-2.009873837e-02,-6.755487062e-03,-8.058484644e-02,1.822553600e-06,1.541789272e-03,-2.503274754e-02,1.249674056e-02,1.642707275e-06,-1.779738441e-02,2.102733403e-02,-6.536491681e-03,9.209402378e-06,-1.982103288e-02,-3.292295709e-02,4.929270223e-02,-1.006033868e-01,-1.131707523e-02,1.820948161e-02,-2.242483199e-03,1.183424774e-05,1.608979516e-02,-1.771795936e-02,2.571628662e-03,-6.636466424e-05,4.589275923e-03,-3.949867189e-02,1.521873381e-02,-8.290416190e-06,-1.905442774e-02,-1.668204926e-02,4.051876813e-02,7.793967426e-02,1.047559362e-02,5.762386322e-02,2.417645231e-02,-8.934363905e-06,-8.552492596e-03,3.129676729e-02,1.582808234e-02,-1.770244307e-05,1.275573522e-01,-1.162262075e-02,-2.100468613e-02,-1.205038188e-06,1.795601100e-02,-1.208857400e-03,-7.999896072e-03,-2.385576442e-02,-1.601080596e-02,-4.019005969e-02,3.409743682e-02,-1.965719548e-06,-5.460082088e-03,2.599167451e-02,-8.253617212e-03,-4.167696716e-06,-5.075616390e-02,2.499730512e-02,6.230081432e-03,-4.797447218e-06,-1.237171702e-03,-2.202667110e-02,-5.276883021e-02,2.584780939e-02,-1.103203092e-02,-5.819772184e-02,-6.951168180e-02,-1.121458695e-06,-7.080938667e-03,-3.309641033e-02,-1.030408777e-02,2.789868267e-05,-7.647860795e-02,-1.222072262e-02,1.048349496e-02,2.252932745e-06,-1.363092009e-02,3.805544227e-02,1.541002747e-02,-1.151414737e-01,9.635117836e-03,3.950365633e-02,4.221269395e-03,-7.251747320e-06,1.282915100e-02,-2.774936892e-02,1.733904355e-03,-7.569603622e-05,-4.813416861e-03,-1.815370098e-02,-1.296672132e-02 +thresholds = -7.324850594e-05,-6.389843673e-02,-7.531824987e-03,-1.937212795e-02,-1.407687068e-01,-2.766492963e-02,-4.969964735e-03,-2.802049182e-02,-2.381470586e-05,-3.309931234e-02,-1.423964743e-02,-3.959423862e-03,-2.115212847e-04,-1.796330139e-02,-6.807219237e-02,-6.895569712e-02 +weights1 = -1.997962972e-04,-1.216297314e-04,-1.862823963e-01,-6.185392290e-02,1.942289919e-01,8.416210860e-02,1.703735590e-01,3.751515597e-02,-2.862625420e-01,-1.032115072e-01,-8.724954724e-02,-1.989210956e-02,1.987919509e-01,9.470446408e-02,1.905343980e-01,7.373049855e-02,-3.826970351e-05,3.591993664e-05,-1.240305975e-01,-3.416876495e-02,1.184196472e-01,2.915888280e-02,3.677390516e-02,8.162959479e-03,-6.255834596e-04,-1.865505619e-04,1.991520524e-01,8.166178316e-02,-1.954462826e-01,-5.988657475e-02,-3.076634705e-01,-1.418722123e-01 +biases1 = -1.134872995e-02 +weights2 = +biases2 = diff --git a/params/D00127.001.txt b/params/D00127.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..9bb357b1f6a6419fb2cd06c283cdaa1e1a43a0db --- /dev/null +++ b/params/D00127.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.797029078e-01,4.918320104e-02,-2.006628392e-06,-1.683361530e-01,-8.280458985e-08,-3.824169561e-02,-1.669702232e-01,2.068611681e-01,-1.464481838e-02,2.364725620e-02,-2.801091625e-07,-1.070247095e-06,5.450741574e-02,7.395274793e-07,-7.893486321e-02,-4.702251852e-01,1.917082369e-01,1.241217460e-02,-4.919179446e-06,1.275249571e-01,-5.847224998e-07,1.619924456e-01,-4.536538124e-01,-1.939716935e-01,-4.712615907e-02,-1.414189395e-02,-4.190828349e-06,-9.904196077e-07,-1.949325949e-01,-1.460187036e-06,1.358042806e-01,1.327712089e-01,-5.620690435e-02,-1.564526409e-01,-1.640551886e-06,-1.248581484e-01,-6.729333109e-06,-1.874505579e-01,6.201620698e-01,-3.301343620e-01,-9.133785963e-02,-1.994752735e-01,-5.925625828e-06,-6.478141131e-06,2.213468999e-01,-1.322717594e-06,-1.730355471e-01,1.593581736e-01,-1.415078491e-01,-6.826470047e-02,-2.214396318e-06,3.377068043e-02,-6.260760074e-06,-1.400367320e-01,-2.429387122e-01,2.108761370e-01,-1.090333164e-01,4.778447561e-03,-3.222969099e-06,-9.091729112e-07,-2.766805589e-01,-1.452537617e-06,-7.279338688e-02,-8.969730884e-02,-1.842235625e-01,2.756722867e-01,-2.760686584e-06,-2.421341985e-01,-5.414207862e-06,3.990036249e-02,2.850847840e-01,2.133363187e-01,-2.211231366e-02,-1.160787232e-02,-5.172393685e-06,-2.684327683e-06,-2.477394417e-02,-1.743610369e-06,-2.965311334e-02,-5.176762938e-01,2.629480362e-01,3.947639838e-03,-5.334717116e-06,2.776355110e-02,-2.584343065e-06,-4.649665672e-03,2.259244025e-01,-3.545702994e-01,-7.390494645e-02,9.952145070e-02,-2.229363645e-06,-2.635784313e-06,-1.538517773e-01,-7.980212331e-07,-3.160244972e-02,1.307308227e-01,-1.444494128e-01,-3.476443887e-01,-2.352933507e-06,-7.105854154e-02,-5.502998647e-06,-1.648398489e-01,-4.615176916e-01,-2.188030630e-01,-3.254431486e-02,-8.673352748e-02,-3.584878868e-06,-3.478366807e-06,6.513032317e-02,-2.532474127e-06,-1.604670137e-01,2.746555507e-01,-1.199840605e-01,-9.509504586e-02,-2.021915861e-06,1.535281688e-01,5.953485811e-07,-7.414954901e-02,-2.928960621e-01,2.536684275e-01,-1.335809827e-01,-1.863747686e-01,-4.128833552e-06,-2.872834330e-06,-8.225772530e-02,-3.077918507e-07,3.276129067e-02,-1.555072218e-01,-1.011544466e-01,2.903751731e-01,-4.844962405e-06,-1.225866303e-01,-7.032732810e-06,1.912188828e-01,-5.763352513e-01,1.890569031e-01,1.241177619e-01,8.980398625e-02,-5.516560577e-06,-2.544845529e-06,-1.259761900e-01,-1.799062034e-06,-9.328820743e-03,-5.524824858e-01,1.573917121e-01,-1.182198077e-01,-3.892165296e-06,1.013396457e-01,-7.643845947e-07,-1.432594657e-01,-4.270471334e-01,-5.135874748e-01,-1.972793490e-01,-1.836938560e-01,-6.741395850e-07,-1.825576533e-06,6.469378714e-03,-1.954035270e-06,-1.330727488e-01,2.349183708e-01,-8.839858323e-02,-3.064708114e-01,-6.516705184e-07,-2.783482075e-01,-2.988049346e-06,-1.239233240e-01,1.154151917e+00,-2.300170809e-01,-7.122644782e-02,4.357922450e-02,-2.364874945e-06,-4.773040473e-06,5.566836894e-02,-2.178902605e-06,-1.544659585e-02,2.942160368e-01,-1.535460502e-01,-2.880601026e-02,-8.517068864e-07,1.676951945e-01,1.640297342e-06,-1.277756095e-01,-3.941767812e-01,4.481827915e-01,-1.177572384e-01,-1.348826438e-01,-3.247381528e-06,-2.784723847e-07,-1.319149584e-01,-1.193234880e-06,-3.110974468e-02,-2.444488406e-01,-1.023796499e-01,5.802692175e-01,-2.427846084e-06,-1.675940305e-01,-9.300790680e-07,9.673531353e-02,-5.301216245e-01,1.015920117e-01,4.756258056e-02,-6.483036280e-02,-4.059496632e-07,-2.677191333e-06,-6.255197525e-02,-2.199636128e-06,6.161345169e-02,-6.122962236e-01,2.087061405e-01,-3.763346970e-01,-2.341486834e-06,3.523954749e-02,-3.852114787e-06,-8.631765097e-02,-2.421565950e-01,-3.122102916e-01,-2.074714154e-01,4.930917919e-02,-2.738052672e-06,-1.410582513e-06,-1.835217327e-01,-1.812125561e-06,-1.626830548e-01,3.208441436e-01,-5.615349114e-02,-4.350324273e-01,-6.697562185e-06,-1.958693564e-01,-1.651435241e-06,-7.638736069e-02,-5.450787544e-01,-3.404014409e-01,-3.137872368e-02,-7.463881373e-02,-9.204172784e-06,-1.890816179e-06,2.701272666e-01,-1.575367946e-06,4.232826177e-03,2.790096700e-01,-2.358792275e-01,6.798084080e-02,-7.408923466e-07,1.963280439e-01,-7.389116035e-06,-1.377661079e-01,1.073950768e+00,4.446521997e-01,-7.085531950e-02,-9.503510594e-02,-2.311996695e-06,-2.859224878e-06,-2.198067755e-01,-1.503814360e-06,-9.212408215e-02,-2.553539872e-01,-1.405372173e-01,1.056235135e-01,-3.906949587e-06,-8.829937130e-02,-4.385125976e-06,1.215415224e-01,-7.533497810e-01,5.067277551e-01,-4.588624928e-03,2.900327183e-02,-1.518454610e-06,-1.860932116e-06,-7.399887592e-02,-2.000398354e-06,8.115459234e-02,-6.646441221e-01,2.655009031e-01,-3.507198393e-02,-2.413818947e-06,-7.396320254e-02,-3.338228112e-07,-2.470073998e-01,8.749138117e-01,-6.135196090e-01,-1.597147137e-01,-1.936882883e-01,-6.429433597e-06,-1.805817988e-06,2.028529160e-02,-1.928212896e-06,-9.141458198e-03,4.582272172e-01,-1.992252022e-01,-4.956981540e-01,-1.538667334e-06,-2.122749835e-01,-4.284925581e-06,-8.122289181e-02,-4.863224328e-01,-3.405065536e-01,9.016298689e-03,1.792232841e-01,-2.404838369e-06,-5.308799700e-06,7.515705191e-03,-4.237648682e-06,-1.729524881e-01,2.247091234e-01,-1.114479676e-01,2.620249689e-01,-4.706291747e-06,2.426420748e-01,-3.473114930e-06,2.950474620e-03,1.213481501e-01,3.409316540e-01,-1.068574190e-01,-1.997312307e-01,-4.045907190e-06,-1.042323902e-06,-1.495546550e-01,-5.089069077e-07,-8.802171797e-02,-2.860856652e-01,-2.673765719e-01,8.254528642e-01,-2.411705282e-06,-3.985328972e-02,-2.490304041e-06,2.380984128e-01,-4.610482156e-01,3.862571418e-01,1.313547492e-01,3.420366347e-02,-6.059553925e-06,-3.517385721e-06,-1.476361752e-01,-2.728626896e-06,1.257016957e-01,-6.553431153e-01,3.194111884e-01,-4.177426398e-01,-1.363921683e-06,-5.366346985e-02,-3.811187071e-06,-1.460442245e-01,-1.017172188e-01,-4.364426732e-01,-1.257465929e-01,-2.369884774e-02,-3.676459073e-06,-1.305868182e-06,2.635001242e-01,-2.830921176e-06,-1.746487319e-01,3.085632324e-01,-1.013323218e-01,-3.998572230e-01,-3.497846365e-06,-4.328789413e-01,-4.545087904e-06,-1.967087388e-01,3.464353979e-01,-4.576845765e-01,-4.432762414e-02,-7.204154879e-02,-2.635943474e-06,-1.601026042e-06,3.861672059e-02,3.602059451e-07,4.866282269e-02,3.497120440e-01,-1.364143640e-01,-1.709683537e-01,-4.028680905e-06,3.944972456e-01,-9.670746977e-07,-9.908092022e-02,-2.707798593e-02,4.015006125e-01,-2.234257609e-01,-1.236553341e-01,-3.554747991e-06,-1.265545734e-06,-3.502403200e-01,-2.168864739e-06,-1.886784285e-01,-2.707218230e-01,-1.842160374e-01,3.730080426e-01,-3.712271109e-06,4.853228107e-02,4.008100234e-07,2.122277617e-01,-9.320451319e-02,3.597031236e-01,2.011385188e-02,5.539889261e-02,-2.383802894e-06,-1.918526777e-06,-8.613024652e-02,-1.371928306e-06,-6.649820134e-03,-5.200479627e-01,3.498774469e-01,-5.384402722e-02,-3.683948989e-06,-8.112526685e-02,2.234908152e-06,-1.691973656e-01,-6.451513618e-02,-3.438825607e-01,-3.283640444e-01,-1.476770788e-01,-2.743891628e-06,-2.626059313e-06,5.257624984e-01,-1.933016620e-06,-1.867475510e-01,4.547056854e-01,-1.120558828e-01,-8.781771064e-01,-7.973422953e-07,-4.349595606e-01,-3.598415105e-06,-1.915325224e-01,-1.105519608e-01,-6.569449902e-01,3.181158602e-01,4.691946879e-02,-3.724591807e-06,-2.334243618e-06,-6.739418209e-02,-1.026220843e-06,2.916641533e-01,7.831320912e-02,-2.393136322e-01,3.959009051e-01,-2.118207021e-06,3.356561959e-01,-9.602897080e-06,-5.523419380e-02,2.486220747e-02,5.347555876e-01,-2.720108330e-01,-1.398341060e-01,-2.116539918e-06,-2.141763844e-06,-5.679944754e-01,-1.120175966e-06,-2.872309983e-01,-2.807732821e-01,-3.240502775e-01,6.075606942e-01,-2.091147962e-06,5.426032841e-02,-1.033781587e-06,2.050075680e-01,-8.161795139e-02,8.447090983e-01,-6.122232974e-02,-1.578593850e-01,-4.630960120e-06,-2.217958354e-06,-2.222401053e-01,-1.387903012e-06,2.965742163e-02,-4.822950661e-01,3.942165375e-01,-7.473678589e-01,-5.539264293e-06,-2.226038724e-01,-3.371918410e-06,-1.380640715e-01,-5.292180181e-02,-6.563925147e-01,-3.481766582e-01,-9.929976612e-02,-3.287473874e-06,-1.769243568e-06,4.876474142e-01,-2.016892722e-06,4.003927410e-01,3.991396129e-01,-5.720471218e-02,-1.400238425e-01,-3.248505891e-06,-3.711042404e-01,-3.720799441e-06,-2.132286429e-01,-6.832458824e-02,-6.565672755e-01,5.334653854e-01,5.916181207e-01,-4.384353076e-07,-4.935482593e-06,-3.297773004e-01,-7.421045893e-07,-9.925542474e-01,-6.851788610e-02,-1.986706704e-01,1.167141274e-01,-2.337877731e-06,4.075516760e-01,-3.947829100e-06,-5.745194852e-02,-4.053854570e-02,3.618898392e-01,-3.862062395e-01,-5.196503401e-01,-3.634371978e-06,-1.682569746e-06,-1.313895434e-01,-3.213452544e-07,3.735407889e-01,-1.161244959e-01,-3.725262582e-01,-4.640381336e-01,-2.344741233e-06,1.018951610e-01,-7.023008493e-06,4.953033328e-01,8.733043447e-03,-4.891171455e-01,-4.847282767e-01,-1.748156548e-01,-4.120432095e-06,-2.172498398e-06,-4.663006961e-01,-2.768636932e-06,-4.765628278e-01,-3.912786543e-01,5.211229920e-01,2.207279056e-01,-5.600410532e-06,-2.730732858e-01,-2.684230822e-06,-1.921020001e-01,-2.459829152e-01,1.974545419e-02,-8.634128422e-02,4.848888516e-01,-2.752071850e-06,-2.234420890e-06,-9.476572275e-01,-3.275804090e-07,6.693377346e-02,3.278746307e-01,4.705373943e-02,4.461228475e-02,-4.171912678e-06,-4.582878947e-01,-6.105724879e-06,-4.883625805e-01,-1.309226034e-03,1.609926671e-01,6.344829202e-01,-5.564686656e-01,-3.768239594e-06,-1.591596856e-06,1.379468083e+00,-1.851204956e-06,4.920048714e-01,-2.207489610e-01,-3.813554049e-01,3.558022529e-02,-8.269390719e-07,4.975674152e-01,2.264146815e-06,-1.857226714e-02,-4.847452510e-03,2.020154744e-01,-3.255574703e-01,6.120633706e-02,-3.062871428e-06,-1.463747481e-06,-1.612621844e-01,-1.510006541e-06,-2.713352442e-01,1.635433361e-02,-2.987844050e-01,1.362803578e-01,-2.389688689e-06,2.021647096e-01,-7.557873687e-06,8.759916425e-01,-2.907043509e-02,8.360280097e-02,-3.770584464e-01,-4.713479280e-01,-1.588494911e-06,-3.794354200e-07,-5.885549188e-01,-1.440418146e-06,-1.602644771e-01,-2.007243037e-01,4.623919725e-01,-3.751954138e-01,-3.419817403e-06,-7.580208033e-02,-2.593307499e-06,-4.937150180e-01,-1.294982731e-01,-5.257472396e-01,-2.169019282e-01,-9.933854342e-01,-6.757216852e-06,-3.742920399e-06,8.029417396e-01,-2.888831887e-06,-6.103507876e-01,2.948556542e-01,-2.683652751e-02,9.033864737e-02,-2.969059324e-06,-8.171669245e-01,-6.128896530e-06,-3.369781971e-01,-1.413839906e-01,-3.620333970e-02,1.074478865e+00,1.295539975e+00,-9.931000022e-07,-2.245790256e-06,3.641426563e-01,-3.899055628e-06,9.967197776e-01,-4.369120300e-01,-3.224819601e-01,-1.454001479e-02,-4.544252079e-06,5.589008927e-01,6.537755326e-06,-2.490264475e-01,5.654931813e-02,3.719811440e-01,-7.426686883e-01,-1.600836962e-02,-1.067136850e-06,-2.212196932e-06,-7.742848992e-01,1.461006889e-07,-4.150634110e-01,7.498124242e-02,-4.449034035e-01,4.246486425e-01,-1.424930815e-06,3.930479288e-01,9.950693311e-06,-2.223992348e-01,-1.497353613e-01,4.063773155e-01,-4.602612257e-01,-5.290831327e-01,-1.319105650e-06,-1.646109581e-06,-1.433675140e-01,-7.689731092e-07,-3.465792239e-01,-1.149955913e-01,3.845684230e-01,-3.224842846e-01,-2.757777111e-06,-2.625524998e-01,-7.070052106e-06,-2.964499891e-01,-1.019298509e-01,-3.772410750e-01,7.118559908e-03,1.066648126e+00,-4.113829164e-06,-3.988222943e-06,4.624096155e-01,-2.085764663e-06,3.971045017e-01,1.009074748e-01,1.980094612e-01,-2.223438770e-01,-3.625031241e-06,-8.218802810e-01,-8.874049854e-06,5.777797699e-01,1.472095377e-03,-2.093712538e-01,9.164252877e-01,-1.065937042e+00,-6.768447747e-06,-6.491252975e-07,-4.383587539e-01,-1.155340783e-06,-1.041276932e+00,-4.139251411e-01,-3.233810365e-01,-4.293837771e-02,-5.661085197e-06,5.594927669e-01,-4.402962077e-06,-2.626724243e-01,6.788050290e-03,7.386735827e-02,-7.254208922e-01,3.431782722e-01,-1.159973408e-06,-2.195788056e-06,-7.643879205e-02,-1.741748747e-06,8.017935157e-01,1.602195501e-01,-4.553954601e-01,2.594727278e-01,-1.870967026e-06,5.520429611e-01,-6.909835975e-06,9.385246038e-01,-1.967452615e-01,2.827006876e-01,2.957499921e-01,-6.745396256e-01,-9.569789654e-07,-3.370107379e-06,-1.050995514e-01,9.506074861e-08,-9.249483347e-01,2.941000760e-01,3.018072546e-01,-1.330904663e-01,-2.421463250e-06,-8.185690045e-01,-8.284221622e-06,-4.864711761e-01,-1.180272177e-01,-3.260895610e-01,-5.570426583e-01,-4.467895329e-01,-4.901550710e-06,-3.585161949e-06,-6.813918948e-01,-3.027506636e-06,6.604723930e-01,2.557078600e-01,5.619527698e-01,-1.693597287e-01,-2.426754463e-06,-4.606732130e-01,-9.067275641e-07,-2.537017763e-01,4.213625565e-02,-3.609152138e-01,7.812579870e-01,1.070119023e+00,-5.832795523e-06,-3.462691893e-06,7.489651442e-01,-2.405225587e-06,-5.882846192e-03,-1.078170538e+00,-5.940734744e-01,-1.201448217e-01,-4.802923286e-06,5.952970386e-01,3.455099886e-06,-4.020853639e-01,2.923140675e-02,2.979398072e-01,-7.821056843e-01,-1.339796633e-01,-2.693629312e-06,-2.425647153e-06,-1.582242846e-01,-2.715677283e-06,8.139719069e-02,2.605675757e-01,-4.845875502e-01,2.610709667e-01,-2.612731123e-06,-9.286835194e-01,-1.162748777e-05,6.070838496e-02,-1.661501974e-01,3.032744229e-01,-4.273017347e-01,-8.132212609e-02,-1.442605480e-06,-3.270233492e-06,-3.392047882e-01,7.600414165e-07,-1.710982621e-01,2.467241883e-01,-3.015055060e-01,-2.678544521e-01,-5.973794487e-06,7.194724083e-01,-9.228301678e-06,3.997978866e-01,-6.531322747e-02,-3.832654953e-01,3.924366534e-01,6.492034197e-01,-3.027072125e-06,-3.909989118e-06,3.354696035e-01,-7.444172070e-07,-2.266499400e-01,-5.323405862e-01,7.168994546e-01,-2.407644391e-01,-3.699293075e-06,5.263597965e-01,-2.944806965e-06,-3.022735119e-01,-9.157489240e-02,-1.322906613e-01,2.195464373e-01,-6.077374816e-01,-5.543948191e-06,-2.052357331e-06,8.427532017e-02,-3.471923719e-06,5.537132621e-01,7.198177278e-02,-1.165101156e-01,8.442635089e-02,-1.234211936e-06,-4.490501881e-01,1.059786882e-05,-3.619716465e-01,7.963095605e-02,1.059164703e-01,-4.468222558e-01,-1.453360468e-01,-1.691874331e-06,-2.173656412e-06,-2.762909830e-01,-2.036288606e-06,-3.449335098e-01,-5.416155979e-02,-5.962845087e-01,1.578559130e-01,-1.915931989e-06,9.535571188e-02,7.170525009e-07,1.321686208e-01,-1.241882369e-01,2.542549968e-01,1.877351403e-01,-4.005694762e-02,-1.744816018e-06,-2.533784027e-06,-8.681437373e-02,-1.024103767e-06,-1.733491272e-01,-1.279392481e+00,9.877221584e-01,-8.668507636e-02,-5.735057130e-06,-2.397167534e-01,-2.714124321e-06,1.437090058e-02,-1.016785502e-01,-2.450732738e-01,-4.172165096e-01,-2.468382716e-01,-5.189154763e-06,-1.571214511e-06,2.138790488e-01,-2.345084795e-06,-3.472096846e-02,7.002387643e-01,-2.748550773e-01,-2.240108252e-01,-1.462310820e-06,-1.494335830e-01,-6.478317573e-06,-3.196565211e-01,-8.642335981e-02,-2.730049789e-01,2.498800606e-01,8.403780311e-02,-3.118811037e-06,-2.211030505e-06,-1.110178903e-01,-2.753335821e-06,-4.802474007e-02,7.565243840e-01,-3.022890091e-01,-1.027403306e-02,-2.280326953e-06,1.618962735e-01,-3.266090062e-06,-3.062168136e-02,6.888458878e-02,1.574607193e-01,-2.825466394e-01,1.765929163e-02,-3.409354349e-06,-2.269146080e-06,-2.118047774e-01,-4.367994677e-07,6.713486463e-02,-4.451787472e-01,-8.659734726e-01,1.796686053e-01,9.687079228e-07,6.476515532e-02,-2.785659035e-06,4.102902487e-02,-1.186064854e-01,3.139021993e-01,8.629700169e-03,-1.927722096e-01,-1.169637585e-06,-2.247824568e-06,-1.226183772e-01,1.961916070e-07,-2.221976966e-01,3.168408200e-02,1.158938050e+00,-1.547931731e-01,-4.764334335e-06,-2.891589515e-02,-1.102445481e-06,-5.883622542e-02,-1.526980549e-01,-3.607350886e-01,-6.705683470e-02,5.132915452e-02,-1.856549716e-06,-2.109892193e-06,-2.710833400e-02,-2.398064225e-06,-1.215385925e-02,-4.845890403e-01,-2.966508567e-01,-1.713714749e-01,-5.519497336e-06,-2.364598811e-01,-4.693805749e-06,-7.236830145e-02,-4.388192296e-02,-1.843664050e-01,3.084175661e-02,5.318538100e-02,-1.743786839e-07,-4.445364993e-06,-6.459626555e-02,-2.535711474e-06,-1.247226745e-01,3.041679263e-01,-1.820313185e-01,-1.662348211e-02,-1.799674919e-06,6.871128082e-02,-5.928337941e-06,-1.135602295e-01,7.178160548e-02,1.248355582e-01,-2.345572859e-01,-9.693563730e-02,-6.906059753e-06,-2.407865168e-06,1.856765151e-02,-2.602065024e-06,1.701088697e-01,-1.190608516e-01,-2.692087889e-01,5.551489443e-02,-2.713565891e-06,2.870098315e-02,3.659629556e-06,5.273110792e-02,-7.370647043e-02,1.771993935e-01,-1.020438075e-01,-1.446708441e-01,-2.657053074e-06,-1.472613121e-06,-1.543309540e-01,-5.736386015e-07,-2.483173758e-01,1.487341672e-01,7.874692082e-01,-1.033004671e-01,-2.532371354e-06,-1.227454618e-01,-3.554099749e-06,-1.479021162e-01,-1.044674069e-01,-2.527308464e-01,6.759025902e-02,1.326241940e-01,-1.940192220e-07,-1.652656010e-06,1.678063422e-01,-1.822300192e-06,-5.036215484e-02,-3.869978786e-01,-7.134324312e-01,-1.031667441e-01,-4.294397968e-06,-6.424488872e-02,-5.872807378e-06,-8.038220555e-02,-1.024058983e-01,-1.321997941e-01,-1.929411292e-01,-1.800776571e-01,-9.646502804e-06,-2.006192744e-06,-1.258174889e-02,-1.566909191e-06,2.312497701e-03,1.744543910e-01,9.462383576e-03,-1.216452196e-02,-2.720285863e-08,2.639047243e-02,-4.927236660e-06,-2.818363160e-02,3.717278689e-02,1.013643891e-01,-3.475113586e-02,6.933405530e-03,-1.837462719e-06,-4.756270300e-06,-1.966501921e-01,2.643130586e-07,1.074079722e-01,-2.039873898e-01 +thresholds = -7.428386807e-01,-6.524758339e-01,-4.812479528e-05,-5.275919437e-01,-4.816612636e-05,-8.149516582e-01,-9.736260176e-01,-4.254601598e-01,-1.048579454e+00,-7.407749891e-01,-5.242092811e-05,-3.881985322e-05,-7.830227613e-01,-2.245160977e-05,-7.558377981e-01,-1.071181893e+00 +weights1 = 1.133392677e-01,-8.443844318e-02,4.080482125e-01,-1.315523982e-01,-6.580755115e-02,-4.208554700e-02,-7.971327007e-02,3.701485991e-01,-3.816250861e-01,2.918606102e-01,-3.106013536e-01,-2.668278217e-01,3.852543607e-02,9.937562793e-02,5.719569325e-02,-5.880794302e-02,1.760013402e-02,9.702934325e-02,8.622478694e-02,-1.355850846e-01,3.105646670e-01,-2.599460632e-02,-2.351947278e-01,-8.539002389e-02,-3.452211618e-02,2.896182835e-01,-5.447921809e-03,9.406341240e-03,-2.974227071e-01,3.044022024e-01,-5.565290451e-01,-1.058733091e-02,-2.243221253e-01,1.609983854e-02,2.182274461e-01,-9.502518177e-02,-2.230550535e-02,5.825391505e-03,-5.038413685e-03,6.824591756e-01,-3.801336139e-02,-4.138140976e-01,-3.312823549e-02,-5.029156059e-02,-1.409805864e-01,-9.803429991e-02,-7.925761491e-02,3.661895171e-02,-8.605005592e-02,-3.138386011e-01,-1.150080934e-01,5.136753246e-02,-6.004616618e-01,-2.998508327e-02,-9.624502808e-02,1.551122405e-04,-1.401626132e-02,-2.249903232e-01,-1.105323657e-01,-8.377399296e-02,-7.412243634e-02,-1.804479510e-01,-5.748252571e-02,-3.722678497e-02,-4.879795387e-02,8.406462520e-02,2.210789733e-02,1.470383257e-01,7.304359227e-03,-6.026872993e-02,-1.377705485e-01,-5.223338008e-01,1.270618290e-01,-1.965377778e-01,3.665670753e-02,-7.692269236e-02,-5.955467373e-02,-6.860205531e-02,-1.151773855e-01,3.188016824e-03,-1.862362474e-01,-8.975683711e-03,-1.945787966e-01,7.859902456e-03,-2.399592847e-01,9.663650766e-03,8.562584966e-02,-1.294834465e-01,-5.763966963e-02,-7.832636684e-02,-8.720803261e-02,3.530382738e-02,-9.424613416e-02,-1.658580899e-01,8.474272490e-02,1.095180400e-02,-1.779128015e-01,4.642455652e-02,2.183130570e-02,1.355441660e-01,2.595600486e-02,-2.328471653e-02,-9.398860484e-02,-3.150703385e-02,1.162348315e-01,-3.551478088e-01,1.135008484e-01,4.216996208e-02,-9.085680544e-02,-6.187193841e-02,-5.488104373e-02,3.925963119e-02,-1.424166560e-01,-2.415405065e-01,-5.270710215e-02,1.490695477e-01,-5.624467134e-01,-3.389300033e-02,1.562544405e-01,-3.853265196e-02,-4.796058405e-03,-2.164310068e-01,-8.377201110e-02,-2.489518374e-02,2.407822944e-02,-1.422885954e-01,1.063065827e-01,-1.886354759e-02,5.321377887e-12,4.681781400e-03,-4.546175897e-02,4.290868342e-02,1.117708255e-02,2.752320655e-02,-1.219020109e-03,1.254725922e-02,-1.246134518e-03,-1.078151353e-02,-6.851152517e-03,-6.564993411e-03,3.271147609e-02,-1.035543624e-02,5.714885518e-02,5.273031071e-03,-3.129193932e-02,1.316377800e-02,-1.896140166e-02,1.803999580e-02,-5.095635727e-02,-1.598109119e-02,3.410387412e-02,2.981116250e-02,5.623761564e-02,-7.340266556e-02,-1.662870683e-02,-3.377675079e-03,-8.024531417e-03,2.318807319e-02,-8.470940590e-02,-1.964802109e-02,-1.111504342e-02,-2.890531346e-02,6.531962659e-03,3.257612139e-02,-2.795545571e-02,5.149868131e-02,-4.079455510e-02,-8.893654495e-02,-1.536375564e-02,-3.723416850e-02,1.237603184e-02,-3.319790959e-02,-6.201299280e-02,6.937165558e-02,3.028816544e-02,-6.033235695e-03,-3.754163906e-02,-8.501391113e-02,9.314561635e-02,-2.250522608e-03,-5.533112586e-02,-1.051948522e-03,3.905237839e-02,-4.787671939e-02,1.342655346e-02,1.664001960e-03,3.514929861e-02,3.052325547e-02,3.639259934e-02,1.947361976e-02,-6.607098877e-02,7.959043141e-04,-1.334120631e-01,-3.516270779e-03,-3.106128052e-02,4.035733640e-02,2.240279224e-03,-6.328113377e-03,-1.568942070e-01,-3.822898865e-01,1.047606543e-01,-2.838333845e-01,1.654002964e-01,-8.202721179e-02,-8.650398999e-02,-1.066500545e-01,-1.413362473e-01,-2.678943798e-02,-1.916348785e-01,-7.328547537e-03,-8.078922331e-02,2.113311738e-01,-2.521188557e-01,-5.517602712e-02,-2.965718694e-02,-1.046943441e-01,2.943717176e-03,-1.818092912e-01,-7.297051698e-02,-1.381580136e-03,1.235232279e-01,-1.967274249e-01,1.531179994e-01,-7.545678411e-03,-3.592990935e-01,7.770099491e-02,8.610016853e-02,-1.075909212e-01,-1.053232327e-02,1.594600617e-04,-8.205276728e-02,-1.356550399e-02,1.682122350e-01,-5.075075030e-01,-1.240326185e-02,-2.409076132e-02,-1.982488334e-01,-1.657663137e-01,-1.624490470e-01,1.274552755e-02,-1.728687286e-01,-5.017256737e-01,-1.331316084e-01,-6.992307305e-02,-9.495706558e-01,4.754921049e-02,-1.581503302e-01,-8.855251968e-02,7.246770896e-03,-3.404338360e-01,-1.943707764e-01,-7.053807378e-02,-9.017763287e-02,-2.385874689e-01,4.186628461e-01,1.291458122e-02,8.456166834e-04,-6.043480337e-02,1.431686571e-03,-2.695669420e-03,2.556075629e-10,-3.695509583e-02,-3.243687097e-03,-2.201907896e-02,2.689992078e-02,-2.113508619e-02,-4.969197884e-02,3.552802280e-02,-1.823027246e-02,1.559625752e-02,-7.727908902e-03,-5.207161978e-02,5.089882761e-02,-1.512126811e-02,-3.578039259e-02,3.407211602e-02,-1.931796782e-02,-3.259903984e-03,-6.786219310e-03,-1.188324206e-02,-5.092735216e-02,-3.232696280e-02,2.993039601e-02,-1.106631098e-04,5.856623501e-02,2.317468822e-02,6.148643792e-02,2.817391045e-02,8.089265227e-02,1.230154373e-02,-2.263373323e-02,-4.209000617e-02,-3.008752316e-02,6.165383384e-04,8.173118345e-03,1.442518178e-02,-2.981554950e-03,-9.489495307e-03,-2.895442396e-02,-4.271883518e-02,9.564892389e-04,-2.322266810e-02,3.633160162e-10,-3.752264753e-02,1.614276087e-03,-2.548181824e-02,1.260044705e-02,3.134255484e-02,-2.557844296e-02,-1.600138843e-02,4.027751088e-02,-3.138619289e-02,-1.782381721e-02,-1.868525334e-02,-3.220714256e-02,2.332935837e-04,1.423864905e-02,-1.866953075e-02,7.270252705e-02,2.348718047e-02,-1.437072754e-01,-5.060898140e-02,2.081633955e-01,7.023432106e-02,-5.527772475e-03,-2.693023533e-02,-1.501668245e-01,-1.010160223e-01,-9.832280129e-02,-1.058357954e-01,-3.524744213e-01,-1.685630530e-01,-2.440595441e-02,-2.715796530e-01,-8.886862546e-02,-1.827069074e-01,-1.888479441e-01,-1.717266142e-01,-2.052713931e-01,2.568565011e-01,-9.822419286e-02,-6.490707397e-02,2.992231771e-02,-1.641279459e-02,-8.720007725e-03,-1.258528829e-01,-7.202986628e-02,-1.104696319e-01,-5.596562102e-02,-6.704260409e-02,-1.873281784e-02,3.663366660e-02,-2.443759143e-01,7.873496972e-03,4.887735471e-02,1.510183960e-01,1.319266669e-02,2.932378463e-02,-8.216983080e-02,-7.527598739e-02,1.005883962e-01,-2.962675393e-01,8.275939524e-02,1.422434114e-02,-1.548842490e-01,-6.536549330e-02,-5.155083537e-02,4.216969013e-02,-1.383288205e-01,-2.707924545e-01,-3.595441952e-02,2.219678164e-01,-5.776785016e-01,7.603118569e-02,1.478402764e-01,-1.274820417e-02,-4.808793310e-03,-2.379823178e-01,-8.680441231e-02,-3.829164198e-03,1.205127537e-01,-7.929242402e-02,5.853405967e-02,-4.023995996e-02,1.119048670e-01,2.522814870e-01,-2.357381284e-01,-1.345441192e-01,1.367358211e-02,-2.250603028e-02,-2.536481619e-02,-1.256343257e-02,-4.048778489e-02,-1.370658427e-01,-2.156258933e-02,-2.057757527e-01,9.530971944e-02,-7.209175080e-02,-1.339278519e-01,3.327414766e-02,6.308288127e-02,2.602446973e-01,-7.380525023e-02,-2.914239168e-01,1.039183661e-01,-9.092323482e-03,-1.785604507e-01,-3.373239655e-03,-3.983825073e-02,-1.534970757e-02,1.889361292e-01,3.660135716e-02,-2.492870539e-01,-9.684026241e-02,2.570017874e-01,-5.692499224e-03,1.701334715e-01,3.899190202e-02,-5.153977126e-02,-2.011986524e-01,1.133469678e-02,-1.086633420e-03,1.103904694e-01,-3.633638844e-02,-1.777994633e-02,2.936763465e-01,-3.778234497e-02,-1.213858351e-01,1.281162500e-01,5.180046335e-02,8.366912603e-02,-5.193064734e-02,7.022570074e-02,2.257485092e-01,5.642905459e-02,-8.937990665e-02,4.222010672e-01,-6.633013487e-03,-1.251701117e-01,7.236514241e-02,3.684163839e-02,1.604630649e-01,6.913457811e-02,-1.797566749e-02,-1.394887269e-01,8.774223924e-02,2.918930352e-02,-2.714046463e-02,-7.697191089e-02,1.042715684e-01,-1.792343557e-01,1.457804143e-01,7.307760883e-03,1.673087850e-02,-1.125961691e-01,-6.792501807e-01,1.490080357e-01,-1.205999479e-01,-1.437169686e-02,-1.172038391e-01,-1.299270838e-01,-1.994825453e-01,1.988389529e-02,-8.589702100e-02,-1.280049384e-01,-7.539403439e-02,-1.083021909e-01,7.099150866e-02,-9.166044742e-02,-6.731922179e-02,1.016488895e-01,-8.574247360e-02,-5.876773037e-03,-2.205240130e-01,-9.903038293e-02,-1.164354980e-01,2.115625143e-02,-2.227958478e-02,2.562365234e-01,-1.050601597e-03,-3.503605127e-01,1.696440428e-01,-6.318161637e-02,-6.460394710e-02,-7.229640335e-02,8.766345680e-02,-5.423320085e-02,-1.098616142e-02,3.578480482e-01,-4.524818957e-01,6.044399366e-02,-8.186440915e-02,-2.072632462e-01,-1.132455990e-01,-1.500574499e-01,-4.584759474e-02,-1.258688271e-01,-4.106703103e-01,-8.845353127e-02,-3.985474259e-02,-8.366477489e-01,-9.883112274e-03,-1.027727127e-01,-1.762724668e-02,3.076095507e-02,-2.868357897e-01,-9.854934365e-02,-6.971312314e-02,-1.740418673e-01,-1.404381543e-01,4.879420400e-01,2.901335247e-02,-2.777114511e-03,-9.575956315e-02,-3.090897501e-01,4.604890645e-01,4.336646944e-02,7.007860392e-02,4.742052115e-04,1.167980880e-01,-1.803334951e-01,1.479949653e-01,7.505330443e-01,2.158427238e-01,-1.485624537e-02,4.545328766e-02,1.872094423e-01,3.294421732e-01,6.241513789e-02,-1.365428269e-01,-3.675153013e-03,3.083976507e-01,1.934218556e-01,8.711448871e-03,4.411603808e-01,1.227785181e-02,6.531125307e-02,1.706089377e-01,-5.619079620e-02,4.861577181e-04,3.972681761e-01,2.623575330e-01,-2.341607511e-01,-2.693606354e-02,-9.490294755e-02,-1.423784159e-02,7.786411326e-03,1.958379447e-01,-1.681760512e-02,4.798583221e-03,-5.790336803e-02,1.845568866e-01,-5.788699165e-02,-1.393780112e-01,1.983221918e-01,1.014767215e-01,-5.033381656e-02,-2.990185469e-02,-4.240055755e-02,8.237294108e-02,-6.321022660e-02,-1.532886475e-01,-8.900731802e-02,1.495511085e-01,-2.377507389e-01,-2.689261734e-02,1.311552376e-01,5.821712315e-02,-1.459227689e-02,-2.966293134e-02,-2.255386859e-02,-4.579603299e-02,1.160956770e-01,-7.225706428e-02,-4.402647167e-02,-6.331885606e-02,1.105146930e-01,-1.778690219e-01,-2.461543083e-01,-1.044167727e-01,-3.479119018e-02,9.291403694e-04,8.016572148e-02,-3.295401111e-02,-2.522777021e-01,1.095287055e-01,-1.054361686e-01,-1.354433894e-01,8.847304434e-02,7.317510992e-02,-3.318353742e-02,-1.293936092e-02,9.190040827e-02,1.635141373e-01,1.640459001e-01,-2.540174425e-01,1.983126551e-01,-7.638261653e-03,-6.997667998e-02,-2.912813425e-02,-7.877548039e-02,1.012270898e-01,-1.074274257e-01,6.186236441e-02,-3.107200563e-01,8.429225534e-02,-2.041701972e-01,1.870601089e-03,4.461507201e-01,2.727535181e-02,-1.039653122e-01,-3.280751705e-01,1.666665263e-02,2.055417001e-02,2.909249440e-02,-3.424584866e-02,-5.968189333e-03,5.096536875e-01,-1.231895238e-01,-1.120866612e-01,1.975829601e-01,1.734367460e-01,6.764048338e-02,-6.837127358e-02,1.002984792e-01,5.280317664e-01,1.222646460e-01,-3.114010394e-01,1.039059520e+00,3.158469126e-02,-2.701686919e-01,7.030738145e-02,-1.787931658e-02,3.938211501e-01,1.398424059e-01,3.099148348e-02,-2.784540653e-01,2.166812569e-01,6.198748946e-02,-6.748833694e-03,-5.383772030e-02,-5.235720798e-02,-4.043752328e-02,4.373249412e-02,2.800419740e-02,9.526868351e-03,-4.961455613e-02,-3.344408050e-02,5.565622076e-02,-8.393149078e-02,-8.552519605e-03,3.898925614e-03,1.569740660e-02,7.387777418e-02,3.579744324e-02,-4.944093898e-02,-4.314391408e-03,1.178771537e-02,-2.706536278e-02,-4.780662060e-02,2.820837311e-02,-7.531560026e-03,3.021342307e-02,1.409814693e-02,4.469822627e-03,-1.905855723e-02,-4.246520251e-02,6.116841920e-03,-1.517135417e-03,-2.092568204e-02,9.058007039e-03,6.597880274e-02,-8.900392568e-04,-2.411571890e-02,2.189156413e-02,-1.977534033e-02,-2.055441029e-03,1.472224388e-02,8.926595002e-02,2.564553544e-02,6.826883554e-02,-7.053416222e-02,-3.864281625e-02,1.282378007e-02,9.081219323e-03,-4.878779128e-02,-4.882596899e-03,2.611007541e-03,-3.628928959e-02,2.505441196e-02,4.532201216e-03,-5.261534359e-03,5.593154952e-02,4.222104698e-02,-1.464771926e-01,7.376911119e-03,-2.488424443e-02,-4.900207371e-02,-8.372506127e-03,-2.605497651e-02,8.165691793e-02,-1.003922056e-02,1.776796207e-02,2.067663707e-02,8.975264616e-03,-4.867863655e-02,2.852354199e-02,8.863206021e-03,-3.998486325e-03,5.350351334e-02,-5.648327619e-02,-6.966287643e-02,6.699896883e-03,-2.160447463e-02,-4.931502789e-02,-3.584093601e-02,-5.799957365e-02,-4.260268062e-02,3.619660405e-10,2.886896580e-02,-4.351062700e-02,-2.190908976e-02,1.126799919e-02,7.045140862e-02,5.164264236e-03,-2.225600183e-03,-1.781002432e-02,4.820447648e-04,3.207959607e-02,-3.151304275e-02,3.073213622e-02,6.806091964e-02,-3.181930259e-02,-2.046634443e-02,-2.566188388e-02,2.677551098e-02,-5.554041639e-02,-7.826232351e-03,2.650464885e-02,-1.481516100e-02,-5.259148031e-02,1.226656698e-02,1.285408530e-02,4.900649656e-03,4.952223599e-02,-2.214257792e-02,-1.183330268e-02,-1.388299186e-02,-1.908227429e-02,-6.496305577e-03,-1.067734044e-02,-3.661828116e-02,-1.499810163e-02,-3.157261014e-02,-6.583353877e-02,-1.971656829e-02,4.507244751e-02,-2.701986954e-02,1.757609099e-02,8.776425384e-03,-2.105950192e-02,3.340272605e-02,4.131801426e-02,6.687429547e-02,1.128180698e-02,-1.286046859e-02,8.739190176e-03,-1.211473998e-02,1.964244433e-02,-2.167537361e-01,1.781482622e-02,-2.472257242e-02,-3.180637956e-02,-6.843449175e-02,-2.002677880e-02,2.697669268e-01,-3.615889251e-01,8.603176475e-02,-1.817307621e-01,-1.414975971e-01,4.495866224e-02,-5.293060839e-02,1.444611251e-01,-9.326957911e-02,-3.488752758e-03,4.080650955e-02,-4.572032392e-02,-9.723868966e-02,2.861265242e-01,5.142874550e-03,-4.095271230e-02,-9.689612198e-04,-1.710827746e-05,1.705486774e-01,2.920053899e-02,-2.844043076e-02,-2.923406065e-01,6.373006850e-02,-6.485736966e-01,-2.933312207e-02,3.245099783e-01,3.886266798e-02,-5.778325722e-02,-2.957643569e-01,-8.386204951e-03,-1.678357949e-03,1.196436957e-01,7.750900090e-02,-8.899232489e-04,6.294297576e-01,-1.178539544e-01,-1.593833864e-01,1.843471825e-01,1.425930411e-01,1.885393709e-01,-7.331220806e-02,2.084679753e-01,4.485062063e-01,6.868998706e-02,-2.438491583e-01,9.405103326e-01,5.878668744e-03,-2.745995522e-01,1.649175584e-02,3.898601979e-02,3.980692029e-01,1.011180058e-01,3.691171110e-02,-2.103685439e-01,2.024932206e-01,-1.867779717e-02,2.587769995e-04,3.956176806e-03,-3.285552934e-02,2.313740365e-02,3.852035105e-02,-5.930009112e-02,5.377808213e-02,2.016123384e-02,1.608292945e-02,1.388648991e-02,1.738887094e-02,-2.819995862e-03,-4.092786089e-02,-1.015491411e-02,1.185894385e-02,-6.778615713e-02,7.365766913e-03,1.592192799e-02,5.159475625e-10,-1.417886838e-02,-4.736873507e-02,-2.023707703e-02,-1.711420715e-02,3.809203394e-03,1.449539140e-02,1.558095589e-02,2.231517248e-02,3.179411590e-02,1.500551682e-02,-2.875488065e-02,-9.288656712e-02,3.470572457e-02,-6.404610723e-02,-7.960926741e-02,-3.528762609e-02,-9.726624005e-03,5.523398519e-02,-2.154612215e-03,-4.483448341e-02,1.329553127e-02,2.756340243e-02,-3.291126713e-02,2.076895535e-02,4.855686054e-02,3.506588936e-02,-1.577351242e-02,3.136569285e-04,3.841912746e-02,-3.189071640e-02,6.079608947e-02,2.457692847e-02,2.728333883e-02,2.816913649e-02,-5.114760250e-02,4.230109975e-03,4.362805560e-02,-2.820022777e-02,-3.253629431e-02,-8.408816904e-02,-1.005009655e-02,-1.125250757e-02,2.865448594e-03,7.096876204e-02,-4.077448393e-04,-5.700612813e-02,3.747347742e-02,3.705073521e-02,-2.945322692e-01,-1.817289144e-01,-2.658068016e-02,5.380195752e-02,5.920882523e-02,-2.655155063e-01,-2.169863582e-01,-4.185281694e-02,-5.442526937e-02,-2.662513852e-01,7.125821710e-02,6.803607102e-03,2.620877139e-02,-1.307826489e-01,7.732418180e-02,2.539264560e-01,1.369427517e-02,-3.461073339e-01,1.504386961e-01,2.389252931e-02,-5.358346924e-02,4.780545086e-02,-1.535547897e-02,8.533867449e-02,1.651487127e-02,1.357090566e-02,-2.488373816e-01,3.963028640e-02,-1.761152446e-01,-3.152974881e-03,2.222416848e-01,-2.177407965e-02,-9.897390008e-02,-2.497019470e-01,-5.958762020e-03,-6.098131090e-02,1.138766948e-02,-6.900617480e-02,6.927048322e-03,3.893490732e-01,-1.392145455e-01,-7.562661171e-02,1.481513381e-01,9.207455069e-02,7.713294774e-02,-9.073235095e-03,1.497528702e-01,3.250283599e-01,3.837022930e-02,-2.273386419e-01,6.350736022e-01,2.371310815e-02,-1.797126830e-01,6.581122428e-02,2.418974182e-03,2.255330533e-01,7.539576292e-02,6.370132416e-02,-1.856116802e-01,1.541141719e-01,2.494149655e-02,1.663030498e-02,2.375452965e-02,6.641397625e-02,7.178378105e-02,-5.645441264e-02,6.468422711e-03,1.696822792e-02,-2.072177827e-01,4.792537093e-01,-4.830999672e-02,-4.558376074e-01,2.202110440e-01,8.295899630e-02,-8.269561827e-02,-2.173148543e-01,-4.623231590e-01,1.081801578e-01,-3.829396367e-01,7.945249975e-02,-1.790607870e-01,-7.587498426e-02,-2.525805235e-01,-4.453256726e-02,8.890099823e-02,-1.475212276e-01,-4.819528386e-02,-5.074517131e-01,-1.564025730e-01,3.485956416e-02,-6.774337497e-03,-5.933124423e-01,3.164178506e-02,3.596141236e-03,-8.492767066e-02,6.526645273e-03,1.388071664e-02,3.988280147e-02,-2.271460183e-02,-1.544416603e-02,-2.613211796e-02,1.977422684e-01,-4.662244767e-02,-1.418628395e-01,9.072460979e-02,-1.233653910e-02,-1.356225740e-02,-2.435102500e-02,-3.843899444e-02,1.127347350e-02,-2.152709104e-02,-2.090243101e-01,-1.986480318e-02,8.956086636e-02,-3.580738902e-01,8.693967015e-03,9.519514441e-02,2.265621535e-02,4.955871962e-03,-1.492773592e-01,1.962726191e-02,-6.975342333e-02,-2.348676790e-03,-1.176849604e-01,-6.954173744e-02,-3.169250488e-02 +biases1 = -8.685087413e-02,-1.843479723e-01,9.103697538e-02,3.017173409e-01,4.725920968e-03,-2.086910419e-02,-2.575960383e-02,-4.101285636e-01,-2.340666652e-01,-2.020159662e-01,-3.167467713e-01,9.044920094e-03,-3.324883804e-02,-1.611457579e-02,-1.279206425e-01,-1.961103231e-01,-5.196796730e-02,-9.133345634e-02,-4.035626724e-02,4.386898279e-01,-1.118967459e-01,3.024115693e-03,3.005378842e-01,-2.651475370e-03,1.181447413e-03,-3.195084259e-02,9.214342572e-03,2.842741320e-03,-5.887154862e-02,-1.200751513e-01,-1.644471884e-01,-2.853378654e-02 +weights2 = 1.150926352e-01,7.953158766e-02,-2.201570570e-01,-1.369313747e-01,2.390464768e-02,-3.917270526e-02,7.812209427e-02,-3.208278120e-01,2.835439146e-01,1.981196105e-01,-2.415456623e-01,-1.330751479e-01,1.006333306e-01,5.223414674e-02,1.569799930e-01,-1.189030632e-01,3.826248646e-02,2.217194885e-01,5.065176263e-02,-1.682728678e-01,3.232049644e-01,1.731248759e-02,-1.489178985e-01,6.077207625e-02,1.599084772e-02,1.525102854e-01,-3.057860024e-02,2.268026583e-02,-9.591121972e-02,2.334806919e-01,2.872149944e-01,3.494390054e-03 +biases2 = -2.848721147e-01 diff --git a/params/D00128.001.txt b/params/D00128.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2282d6a98c4c2cde9433473a7fc91b11dc85cdb --- /dev/null +++ b/params/D00128.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -6.183787435e-02,-3.617635230e-03,4.226627201e-02,-6.398078054e-03,-1.676093228e-02,6.024727132e-03,4.108873755e-02,-1.317511350e-01,3.726383206e-03,-1.684158924e-03,-2.488383465e-02,7.371416688e-02,-3.098488599e-02,-4.211299866e-02,-2.107158676e-02,1.415238250e-03,5.096512288e-02,-6.873412989e-03,-1.384550035e-01,2.276479499e-03,-3.446239978e-03,-1.043548435e-02,-2.095881291e-02,-2.468653321e-01,-1.168007497e-02,8.740922436e-03,-6.607289612e-02,-3.013575263e-02,-1.670006514e-01,4.230626300e-02,-1.867059916e-01,-3.628462851e-01,7.871963317e-04,-2.068528207e-03,-6.189772114e-02,-3.198754787e-02,1.239262871e-03,-1.540886704e-02,-6.796618551e-02,3.442944288e-01,-1.071396656e-02,-3.226174414e-02,3.752051666e-02,-3.299570084e-02,5.458948761e-02,-3.491083533e-02,-2.618204057e-01,1.902593672e-01,-2.613229491e-02,1.013667788e-02,-5.129887536e-02,2.497940138e-02,-1.911549363e-03,1.463254727e-02,-1.948711872e-01,-2.147294581e-01,4.083916720e-04,6.696194876e-03,-6.950926781e-02,-7.191214710e-02,-2.037678063e-01,2.017715201e-02,-4.233444482e-02,-4.194026589e-01,5.276832730e-03,-3.911342937e-03,-2.047450542e-01,-3.087032214e-02,1.078380365e-02,-1.792695932e-02,2.582655661e-02,-2.783113718e-01,-2.190015838e-02,-8.404402994e-03,-1.326324511e-02,-2.094347030e-02,-7.250641286e-02,-2.738536522e-02,-8.791159838e-02,5.981438328e-03,-1.769349538e-02,1.277219411e-02,-2.167545110e-01,-1.607751101e-02,-1.553050615e-02,1.179652568e-02,-1.560059637e-01,-2.073704153e-01,-2.319775522e-02,-4.232009873e-02,-8.116745949e-02,4.616865516e-02,-1.246677712e-01,-1.311326772e-02,-1.535304785e-01,-2.372354269e-01,3.328483924e-02,-8.045806549e-03,-2.393853664e-01,-2.214045264e-02,1.204189006e-02,-2.373697609e-02,1.309357933e-03,-1.887504905e-01,-2.544589154e-02,-1.254113484e-02,5.158647895e-02,9.430943988e-03,-8.049100637e-02,-1.735697314e-02,-2.524344325e-01,-3.948105127e-02,-5.698125064e-02,-3.052004147e-03,4.512154460e-01,5.758160725e-02,-2.867371216e-02,2.479801513e-02,-1.140267625e-01,4.244413972e-01,5.266424268e-02,4.599909484e-02,-7.912857085e-02,-9.620631486e-02,-6.854590774e-02,4.442583397e-02,-1.727442257e-02,-3.212841153e-01,-5.461976677e-02,-5.135314539e-03,-1.469313353e-01,-4.306040704e-02,7.201366127e-03,-1.856439188e-02,2.683846280e-02,3.647270501e-01,-1.312687341e-02,5.323224235e-03,-2.834866941e-02,-3.359761462e-02,-6.540840864e-02,-2.752766758e-02,-3.575393558e-01,8.259107172e-02,3.610842163e-03,-5.435876083e-03,-2.186557204e-01,-2.612251323e-03,9.871286340e-03,8.817287162e-03,-1.469086260e-01,-2.236986011e-01,-2.188090608e-02,-1.302275900e-02,-8.737512678e-02,9.545942396e-02,-1.424827576e-01,3.463056870e-03,-3.828033507e-01,-3.236138225e-01,7.720018923e-02,-1.934103784e-03,3.688946664e-01,-1.162756514e-02,-1.779145189e-02,-1.420196029e-03,-9.489484876e-02,-1.712698638e-01,4.150081798e-02,-4.251857102e-02,5.448545888e-02,-2.181164362e-02,3.081118502e-02,-3.994254023e-02,-4.070732594e-01,-1.372286677e-01,-6.254257262e-02,1.024038624e-02,-2.137948573e-01,4.566741735e-02,-2.129309438e-02,5.975911394e-03,-2.714956366e-02,-2.207586616e-01,-2.375485003e-02,3.089989536e-02,-6.099751964e-02,-1.006420404e-01,-1.700882763e-01,4.947472736e-02,6.360672116e-01,-2.125980258e-01,-4.120944813e-02,-1.929163747e-02,-1.329547316e-01,-3.729373589e-02,1.933208085e-03,1.290292246e-03,-2.060663700e-01,-1.458435319e-02,-1.867136359e-02,-1.962090284e-02,-2.565826848e-02,-4.362379760e-02,-7.039075345e-02,-1.831744239e-02,-2.006736398e-01,2.802946791e-02,2.250722237e-02,2.211251482e-02,-1.949835569e-01,2.603515238e-02,1.771550253e-02,1.313807734e-04,-2.232475132e-01,-4.076013714e-02,-1.548821386e-02,1.167587005e-02,-7.088197768e-02,2.126311511e-02,-2.206775844e-01,6.080386229e-03,-4.038650990e-01,-3.338427246e-01,6.100538746e-02,-1.164786052e-02,-2.245287746e-01,8.551500738e-03,-1.432965044e-02,-1.688675582e-02,-2.498078346e-01,-1.132358983e-01,-2.229632437e-02,-2.874667011e-02,3.300074488e-03,3.794066235e-02,1.362458803e-02,-2.570948936e-02,5.010380149e-01,-9.574873745e-02,-7.857332379e-02,6.054875907e-03,3.428739905e-01,-9.523520246e-03,-2.708586492e-02,9.408062324e-03,4.362825155e-01,-8.224878460e-02,3.920416534e-02,1.870629750e-02,-3.004556522e-02,-7.719045877e-02,-6.890767068e-02,2.364885435e-02,-4.088874757e-01,-1.899680942e-01,-5.389350280e-02,-1.110472251e-03,3.374281228e-01,-1.589262858e-02,-7.220759871e-04,1.169538777e-02,-1.218890026e-01,2.863594294e-01,1.969893463e-02,4.074815195e-03,-2.364985831e-02,-5.682561919e-02,-3.893665597e-02,3.242395818e-02,-3.842171431e-01,-4.683799446e-01,-1.189387310e-02,-4.123151302e-03,-2.348720431e-01,3.117964230e-02,3.081445815e-03,1.123503130e-02,-2.471336126e-01,-2.404966354e-01,-2.185172401e-02,-4.480633140e-02,-1.093868613e-01,-2.302541398e-02,-1.022909954e-01,-4.577660933e-02,-2.751239240e-01,-5.100054145e-01,1.031276062e-01,1.851548906e-03,-1.307234168e-01,-3.636219306e-03,-2.303677611e-02,-2.267398499e-02,3.682341874e-01,-7.937921584e-02,-2.708214568e-03,-2.480772138e-02,3.791552037e-02,9.421279281e-02,-5.076414440e-03,-1.578173600e-02,-4.026481509e-01,-5.097211599e-01,-7.354333252e-02,8.523143479e-04,-1.820856333e-01,-2.327134646e-02,-1.354232663e-03,-5.313050002e-03,-2.402661294e-01,-2.167204171e-01,-1.195577625e-02,4.766808450e-02,-2.763650380e-02,-7.480514050e-02,-2.003682256e-01,1.418388262e-02,5.496912599e-01,8.956964612e-01,-7.273329049e-02,-5.546660163e-03,-5.680838600e-02,-1.919237897e-02,-8.790632710e-03,1.045675576e-02,-1.935186982e-01,-1.948120594e-01,7.293916307e-03,-3.487092629e-02,-1.460996550e-02,-4.789167270e-02,-3.812089562e-03,-8.806029335e-03,5.392188430e-01,-3.541916609e-01,3.528835624e-02,1.829937845e-02,-3.043599054e-02,-8.179108612e-03,3.209570423e-02,-1.900130697e-02,-1.973791867e-01,-3.120573461e-01,-1.572198700e-03,1.482825428e-01,-7.626005262e-02,-3.288603853e-03,-7.686708122e-02,6.973351538e-02,-4.031574428e-01,-5.213491321e-01,7.904496044e-02,-7.884012535e-03,-1.360636204e-01,1.269996166e-02,-5.343525857e-02,-2.192019485e-02,-2.464624345e-01,5.468132347e-02,-1.317200810e-02,-8.188058436e-02,-1.057539601e-03,7.261209935e-02,-9.112691879e-02,-4.530235752e-02,-2.413963526e-01,7.721876502e-01,-7.832872868e-02,-6.253219210e-03,1.315794233e-02,2.536832821e-03,8.924627677e-03,2.499492280e-02,3.953209519e-01,2.008163780e-01,-1.077609137e-02,-4.860922694e-02,-3.053994291e-02,-8.148511499e-02,-1.741951704e-01,-2.868268639e-02,-4.068033695e-01,-4.884666502e-01,-7.442720234e-02,-2.558863489e-03,1.771200299e-01,-3.357374296e-02,6.957296282e-03,-2.146484703e-02,3.110891581e-01,1.400431991e-01,1.061217580e-02,-1.068598498e-02,-7.965024561e-03,-6.194248796e-02,-5.402696505e-02,7.692301180e-03,-8.687593788e-02,-4.762747288e-01,6.710500270e-02,-1.651230152e-03,-2.048328519e-01,4.974091426e-02,-2.303156536e-03,-9.096358903e-03,-2.414157093e-01,-1.511652619e-01,-1.721761003e-02,-7.326837629e-02,-4.654319584e-02,-2.358780941e-03,-6.896974146e-02,-5.220614746e-02,-7.545296103e-02,-3.966278732e-01,3.202603757e-02,-1.036031521e-03,-1.189760417e-01,-6.675559096e-03,-1.847633906e-02,-2.751893364e-02,-9.377603978e-02,-2.179077268e-01,-6.398098543e-03,2.958374098e-02,2.830826491e-02,8.106768131e-02,-3.067698702e-02,-3.091501258e-02,-3.430023193e-01,-5.191129446e-01,-6.098806113e-02,2.747955965e-03,-6.321406364e-02,-2.120508626e-02,-8.155892603e-03,5.304677412e-02,-2.192254514e-01,-2.162605524e-02,-4.796965048e-03,3.557455540e-02,-9.673862904e-02,-7.747446001e-02,-1.930723637e-01,6.083746254e-02,-6.256696302e-03,8.003366590e-01,-6.675824523e-02,-1.688527293e-03,1.630772837e-02,-8.131839335e-03,2.751351707e-02,-2.754517086e-02,-7.769331336e-02,-7.196956128e-02,1.421881560e-02,4.920987040e-02,-2.227079123e-02,-5.717913061e-02,2.136385813e-02,-3.942192718e-02,4.834316373e-01,6.382294297e-01,4.191125184e-02,-1.476283534e-03,-3.128479719e-01,-1.062595658e-02,1.579122804e-02,6.559657305e-02,-1.362485904e-02,-1.276033670e-01,-3.720944375e-02,-1.511674002e-02,-3.934790194e-02,-6.412733346e-02,-8.050165325e-02,4.431809112e-02,-4.570392966e-01,-6.037760377e-01,5.454874039e-02,-1.253833063e-02,1.077063382e-01,-5.487781018e-03,-5.942130834e-02,-2.024150454e-02,-1.313827038e-01,-1.724950154e-03,3.469559597e-04,-4.366072267e-02,7.719086716e-04,1.524779350e-01,-4.835955054e-02,-4.084103182e-02,-2.579156756e-01,-2.540146001e-02,-6.624019146e-02,1.324466523e-02,-2.224238962e-02,1.278742403e-02,-5.683333147e-03,-2.211288363e-02,-1.966604963e-02,-4.791641980e-02,4.028723575e-03,-8.225047961e-03,-6.141686440e-02,-9.124741703e-02,-2.388569564e-01,2.145081386e-02,-2.811534405e-01,-6.012930870e-01,-4.931654036e-02,-9.461808950e-03,4.727689922e-02,1.729480806e-03,6.188029423e-02,2.410353906e-02,2.281350642e-01,-1.352947205e-01,3.741748398e-03,5.330153927e-02,-3.906479571e-03,-4.683166370e-02,-4.728458077e-02,-2.488787752e-03,-3.542669415e-01,-9.579545259e-02,-2.393971197e-02,1.366472803e-02,-2.191900760e-01,6.038680300e-02,-1.817335933e-02,-2.399023063e-02,-2.430717498e-01,-5.621759593e-02,-2.761046216e-02,-3.094973043e-03,-2.296488732e-02,-1.403272990e-02,-1.777752936e-01,4.876947030e-02,-5.934223533e-01,5.101937801e-03,8.513651043e-02,-1.491826773e-02,-1.732899547e-01,-5.298341438e-02,-3.947359324e-02,1.325395517e-02,-8.189897239e-02,4.647421092e-02,-2.035357058e-02,-2.792311274e-02,3.110826248e-03,1.000851095e-01,-7.913099974e-02,8.442844264e-03,1.880165040e-01,-2.766636610e-01,-4.770221934e-02,7.934796624e-03,1.340536922e-01,-2.115786262e-02,-2.489783056e-02,-1.824390888e-02,-1.453408748e-01,-1.053125337e-01,2.669312805e-02,-4.167369008e-02,-9.875772893e-02,-9.950697422e-02,-4.231581092e-02,-6.832904369e-02,2.461157143e-01,-2.241388559e-01,-4.105180129e-02,1.565878280e-02,3.975573182e-02,1.431253366e-02,-1.221424714e-02,1.822031103e-02,-1.505572814e-02,-1.034317538e-01,1.027504541e-02,3.890982270e-02,-1.438766159e-02,-1.053655520e-01,4.413728416e-02,5.770562962e-02,2.066596448e-01,6.160616875e-01,1.654897816e-02,-4.471524153e-03,-1.384681165e-01,-1.061324589e-02,-3.339251503e-02,4.473528359e-03,-3.522432446e-01,-8.612071723e-02,-2.082594857e-02,1.521941368e-02,-3.107047826e-02,6.107778102e-02,-2.670860589e-01,-1.199030504e-02,-4.275987744e-01,-5.805945992e-01,5.193779245e-02,-1.410607714e-02,-7.726137340e-02,-4.070637003e-02,-6.061705574e-02,-9.064528160e-03,9.712135419e-03,9.513289481e-02,-5.424716510e-04,-5.965233967e-02,-2.468043938e-02,1.198148821e-02,-8.262845129e-02,-9.705146775e-03,-2.654036880e-01,-2.023572475e-01,-6.364211440e-02,2.832967730e-04,-3.490406647e-02,2.516570129e-02,8.464407176e-02,-1.936914399e-02,1.139232889e-01,-1.557770073e-01,-6.627144292e-03,-1.298540179e-02,-5.246389657e-02,-2.801440097e-02,-4.132279754e-02,-4.954875633e-02,-2.524287440e-02,-4.249744415e-01,-6.738202274e-02,1.427606493e-02,-2.244602516e-02,4.148838297e-02,-5.483324081e-02,1.078168117e-02,1.229957938e-01,-1.689755358e-02,8.106666617e-03,4.291839898e-03,3.691015299e-03,-8.377308398e-02,-2.951320112e-01,1.345542539e-02,-1.847512871e-01,-5.251896977e-01,1.695154235e-02,-1.218166761e-02,-1.097821519e-01,-3.741487488e-02,-3.277560696e-02,-1.860212162e-02,-2.619439662e-01,-1.271951050e-01,-8.321378380e-03,-3.344203904e-02,-5.500464141e-02,-2.616384067e-03,-3.087256253e-01,-1.825210522e-03,-1.639502496e-01,-6.899198890e-01,2.945795469e-02,-8.581575006e-03,8.801281452e-02,-3.947473317e-02,-5.783446133e-02,-2.689751098e-03,-1.971220523e-01,2.635866590e-02,-5.537940655e-03,-2.667286433e-02,-3.826867044e-02,6.005468592e-02,-3.016421497e-01,-2.709191851e-02,6.737329066e-03,2.091295719e-01,-1.538612228e-02,3.974945284e-03,-1.659617722e-01,2.370536700e-02,1.245813519e-01,5.212806631e-03,9.232867509e-02,-1.315911263e-01,-1.266506314e-02,3.783490509e-02,-3.264438733e-02,-3.391753510e-02,5.593155622e-01,7.840393228e-04,-1.695528626e-01,4.135072529e-01,-6.140034273e-02,-7.684291340e-03,-4.903708026e-02,4.389633611e-02,-2.942403033e-02,1.994023845e-02,-3.390941396e-02,-9.736899287e-02,-1.990835182e-03,4.000658169e-02,3.085396811e-02,-4.450408369e-02,-2.215941250e-01,9.018218145e-03,-1.894805133e-01,3.515021503e-01,1.650537923e-02,3.068255261e-02,-5.527753755e-02,-5.839320645e-02,1.224163324e-01,5.519356579e-03,-2.464378178e-01,-5.580573902e-02,-7.109521423e-03,-2.470283955e-02,-8.772336692e-02,-4.294270650e-02,-3.192995191e-01,-3.074950166e-02,-1.675133593e-02,-4.952716231e-01,5.552062392e-02,-1.442685816e-02,9.773532860e-03,-5.097741261e-02,-9.923433512e-02,-2.350453474e-02,-7.041286677e-02,-3.652160987e-02,-3.269508947e-03,-2.795025334e-02,-4.909855872e-02,1.206406355e-01,5.229700804e-01,-3.618158633e-03,-1.588569023e-02,-4.664040208e-01,-4.762202501e-02,-1.053505111e-02,-1.146768779e-01,5.338685587e-02,-1.372527052e-02,-7.041379809e-03,1.081521958e-01,-5.962637812e-02,-5.303801503e-03,-5.238623824e-03,-1.666002907e-02,-9.416564554e-02,-3.293587863e-01,1.132641546e-02,-2.894570827e-01,1.878153346e-02,-6.545569748e-02,6.085971836e-03,-5.948427692e-02,-3.822562099e-02,4.998595640e-02,1.563885598e-03,4.864298552e-02,-7.597649097e-02,-1.116747782e-02,6.263242662e-02,-1.276447475e-01,-6.502582878e-02,-2.763634622e-01,4.120115563e-02,-1.361211836e-01,-3.340600729e-01,-7.603859063e-03,-1.728365012e-02,-6.847051531e-02,1.120370924e-01,-5.262554809e-02,-1.549359004e-04,-1.902335584e-01,-1.109522209e-01,-1.446525194e-02,-2.585598454e-02,-1.404443234e-01,-1.827848330e-02,-2.611089349e-01,-7.847250439e-03,-1.668136269e-01,-3.411318660e-01,7.180494070e-02,1.225466188e-02,2.011019550e-02,-6.710654497e-02,-4.237234220e-02,-1.984127052e-02,5.062971264e-02,4.463374615e-02,1.600922272e-02,-3.307438642e-02,-1.203759387e-01,8.333805203e-02,-3.160945475e-01,-3.742626682e-02,4.477361962e-02,4.074145481e-02,-3.467349708e-02,-4.572197795e-03,-1.012253761e-01,-1.781731099e-02,2.315215580e-02,1.227585133e-02,-1.514303386e-01,-1.073954403e-01,-8.259485476e-03,-2.103121951e-02,2.660154998e-01,-6.195180118e-02,5.071839690e-01,-1.059466694e-02,-2.530547380e-01,4.362899065e-02,-5.173056573e-02,1.910407841e-02,-8.207336813e-02,3.360305354e-02,2.342201397e-02,9.967767633e-03,-3.159139305e-02,-2.159398943e-01,-1.813761145e-02,1.869468205e-02,-9.702197462e-02,-9.537503868e-02,4.728614688e-01,1.964612119e-02,-1.345551107e-02,-8.739694208e-02,4.373452812e-02,-7.154041436e-03,-8.319548517e-02,-6.389772892e-02,-2.907909080e-02,-6.732700858e-03,-1.638223082e-01,-1.530067064e-02,-2.839311957e-03,-2.284442820e-02,-1.370990425e-01,4.834250733e-02,-3.285820484e-01,-1.911403798e-02,-2.345689237e-01,-3.624207973e-01,8.689330891e-03,-1.281975489e-02,-7.972965017e-03,2.515506465e-03,-3.715226799e-02,-2.295253053e-02,1.960093379e-01,1.437769234e-01,1.145126205e-02,-1.429441199e-02,2.484126240e-01,3.355879709e-02,-2.156919092e-01,-3.284738958e-02,7.899568975e-02,3.287866712e-02,-3.734900802e-02,-1.717921230e-03,-3.610597178e-02,1.582680829e-02,1.977091469e-02,1.381211542e-02,-2.434290648e-01,-1.629295051e-01,-7.629348431e-03,1.021563308e-03,-1.371213496e-01,-4.767590016e-02,-2.749018073e-01,1.774301939e-02,-3.438361883e-01,-1.740946323e-01,-5.627717823e-02,4.863318987e-03,-9.566856176e-02,8.892603219e-02,1.848565601e-02,1.591869816e-02,-1.217513308e-01,-1.256445497e-01,-2.243197709e-02,4.896648228e-02,-1.361104995e-01,-8.168287575e-02,-8.143901825e-02,-2.576220082e-03,-3.063079417e-01,-3.297979534e-01,2.452022769e-02,-2.854078775e-03,2.303027548e-03,-4.977061972e-02,-2.282162383e-02,-8.940107189e-03,-9.664504230e-02,1.121232361e-01,1.377942786e-02,-4.083301127e-02,-1.280705333e-01,3.744360059e-02,6.676142663e-02,-2.561368048e-02,6.398576498e-02,-2.288504541e-01,3.201158345e-02,-4.594891332e-03,-7.651322056e-03,-5.755305290e-02,-3.126545995e-02,-2.617724054e-02,-4.611020908e-02,1.848898381e-01,5.517109297e-03,-2.574186772e-02,-1.224250942e-01,3.713763878e-02,-2.316374332e-01,-5.241972860e-03,-1.116280705e-01,1.865128428e-01,-3.662263975e-02,2.133978123e-04,-1.094663069e-01,6.381215062e-03,1.426937524e-02,1.354554389e-02,2.157139964e-02,-4.219694138e-01,-1.522441115e-02,-1.099690795e-03,2.649356723e-01,-5.358324945e-02,-1.006792411e-01,1.915589720e-02,-1.584838629e-01,-2.190652043e-01,-5.139717832e-02,1.214152854e-02,-9.318766743e-02,3.543339670e-02,2.706640400e-03,-4.191143962e-04,-1.679142714e-01,-2.654214203e-01,-9.536688216e-03,7.204080932e-03,2.493440956e-01,-6.413021684e-02,4.989320636e-01,1.788494363e-02,-2.157382965e-01,-2.778294384e-01,2.096704021e-02,-8.604161441e-03,2.263348177e-02,-6.860411260e-03,-9.937372524e-04,-5.978284404e-03,-1.144483220e-02,7.033332437e-02,1.349385362e-03,-1.329444628e-02,-1.393829435e-01,-1.327595208e-03,-3.326770365e-01,-1.868131012e-02,-1.880868971e-01,-1.390101463e-01,2.089668065e-02,-1.251339633e-02,1.022208855e-01,-2.621942945e-02,-3.425113857e-02,-1.306484267e-02,-7.265479304e-03,1.551046968e-01,1.175773982e-02,-2.856136113e-02,-1.039165929e-01,2.832613187e-03,-2.819264233e-01,-3.618265316e-02,-1.247627195e-02,1.079012156e-01,-2.722902037e-02,6.324407179e-03,-2.424421906e-01,-1.392884925e-02,1.140886545e-02,1.448097546e-02,-5.596385151e-02,-2.111497819e-01,-2.144136839e-02,1.636726223e-02,-1.282226741e-01,1.637523877e-03,-2.310879678e-01,2.260590158e-02,-9.517317265e-02,-2.828500569e-01 +thresholds = -1.471998841e-01,-1.084709726e-02,-8.428036571e-01,-4.702325538e-02,-8.712747693e-02,-2.124340460e-02,-9.738670588e-01,-1.004772067e+00,-7.279037684e-02,-7.317207754e-02,-4.928258657e-01,-2.454223633e-01,-1.390719891e+00,-5.730679631e-02,-2.052083492e+00,-2.370283604e+00 +weights1 = 1.697967649e-01,6.307530403e-02,-3.449061885e-02,4.097158671e-04,6.494827867e-01,2.400540188e-02,-9.621040523e-02,-2.219107375e-02,-9.233577549e-02,-3.739833832e-02,-6.070571020e-02,-3.303212114e-03,7.309187055e-01,1.612316817e-02,7.103897333e-01,5.550032109e-02,7.377208024e-02,-1.305699581e-03,-1.044870019e-01,-5.389429629e-03,3.706510365e-01,1.367306709e-02,2.321290970e-01,8.191798627e-02,8.653657436e-01,3.079019114e-02,-8.085929602e-02,-1.412614994e-02,1.221878052e+00,3.983511776e-02,1.543271065e+00,5.406909809e-02 +biases1 = -7.881361991e-02 +weights2 = +biases2 = diff --git a/params/D00128.002.txt b/params/D00128.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..81048eb0ae87ef7414d567f98562eaee397a2a00 --- /dev/null +++ b/params/D00128.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -1.418470871e-02,-2.116090152e-03,-3.133432195e-02,1.104648970e-02,-7.720815483e-03,4.538488109e-03,9.715765715e-03,-1.140832081e-01,-1.939286292e-02,-3.593242168e-02,-3.646535426e-02,1.454485115e-02,-2.380345576e-02,7.015995798e-04,-1.030827165e-01,-1.077731419e-02,-1.423105225e-02,7.993672974e-03,-7.927711308e-02,-7.934369147e-03,-1.057453104e-03,-3.424007213e-03,-2.266960964e-02,-9.736944735e-02,4.733298440e-03,-1.243809331e-02,-4.064113274e-02,5.428038165e-02,-2.861265652e-02,-1.173048019e-01,-1.187235862e-01,4.591627978e-03,8.487869054e-03,2.241560491e-03,-1.597079486e-01,-2.670648508e-03,-1.147777773e-03,-5.676287692e-03,-7.083697617e-02,-1.366765797e-01,-6.890225690e-03,5.038869567e-04,4.327944666e-02,-5.011367146e-03,1.901914133e-03,-3.087099791e-01,-9.650506079e-02,1.101061003e-03,9.650051594e-03,-9.871789254e-03,-1.251299866e-03,-9.245692752e-03,6.685080472e-03,-4.807775375e-03,-2.296978794e-02,-4.775455594e-02,4.004497547e-03,-9.630996734e-02,-4.623231012e-03,-9.941905737e-02,3.674164787e-02,-1.633452177e-01,2.174054533e-01,-4.141090438e-03,-1.526138652e-02,1.978516346e-03,-2.014848590e-01,-5.966141820e-03,-2.540788846e-03,-4.431711044e-03,2.258586511e-02,-5.705393478e-02,-3.729178011e-02,-6.230030954e-02,-1.190654747e-02,-1.228234544e-02,-3.027649224e-02,-4.113402367e-01,8.892795071e-03,-8.523179218e-03,2.237200364e-02,3.094460117e-03,-2.872183025e-01,-1.134294085e-02,5.138508510e-03,-5.663143937e-03,9.447901975e-04,-1.883005053e-01,-4.743924364e-03,-3.042409755e-02,-2.137508616e-02,6.803406030e-02,-3.214673325e-02,-4.940021634e-01,-1.338698119e-01,1.564565115e-02,-1.203831565e-02,-5.759503692e-03,-2.851665020e-01,1.917514764e-02,-6.825028919e-03,-6.382808555e-03,-1.940744184e-02,-1.236381307e-01,-1.629726146e-03,-6.101402454e-03,2.134129591e-02,-7.064828277e-02,-1.898428239e-02,-5.109443069e-01,1.648271829e-01,-6.793897133e-03,-8.006855845e-03,-1.601494849e-03,5.023766756e-01,-1.413943991e-02,-6.511031534e-04,8.853939362e-03,-1.121205389e-01,-2.470809594e-02,2.373558097e-02,-4.593363777e-02,-2.679409273e-02,-1.842942648e-02,6.475689262e-02,8.268269300e-01,-1.405913085e-01,-8.822762407e-03,-1.054734737e-02,-2.931448107e-04,-1.171069145e-01,-2.321781591e-03,-1.386155927e-04,-1.647328143e-03,-4.441774264e-02,-8.156192303e-02,-4.049554467e-02,2.191986144e-02,8.626664989e-03,3.337230161e-02,-3.368695080e-02,-1.763091534e-01,-7.737242430e-02,-1.157088485e-02,-5.838893121e-04,5.229927599e-03,-3.564043641e-01,-9.098449722e-03,-8.035578765e-03,-2.709957305e-03,2.496808395e-02,-1.528347582e-01,1.238480210e-02,-2.361813933e-02,-2.888706280e-03,1.379238069e-02,9.139223397e-02,-6.066329479e-01,-6.432740390e-02,-8.133093826e-03,7.929684594e-03,-5.749531090e-03,5.298467875e-01,8.721377701e-03,8.002797142e-03,-1.057179738e-02,-3.365496174e-02,-1.504934579e-01,-2.053336613e-02,-6.463638693e-02,-3.386195377e-02,-4.631246999e-02,-2.976994589e-02,8.020569682e-01,-1.427384913e-01,1.413001399e-02,-5.755907390e-03,-3.118368331e-03,-3.271670341e-01,-6.860841066e-03,-5.034371279e-03,4.779757932e-03,-5.390383676e-02,-8.942861110e-03,2.937940508e-02,-7.945474237e-02,-9.208820760e-03,-3.600381315e-02,-4.521028325e-02,-6.081845164e-01,1.844537258e-01,-4.380212165e-03,-7.300633937e-03,-1.797570265e-03,-2.515899539e-01,8.910349570e-03,4.899460822e-03,3.297317540e-03,3.932632133e-02,3.892721236e-02,-2.616141364e-02,2.214900218e-02,-2.308350429e-02,5.753089790e-04,-2.461275086e-02,-5.221421719e-01,1.967246681e-01,3.595184069e-03,1.684475876e-02,-2.345719986e-04,-2.013250291e-01,-7.544431370e-03,-1.487187925e-03,-8.133233525e-03,-5.101931095e-02,-3.042337671e-02,2.569222450e-02,-4.965761676e-02,-1.551119518e-02,1.066603605e-02,-3.358148411e-02,-2.707446814e-01,-1.018548831e-01,-8.376695216e-03,-5.945541896e-03,4.674650729e-03,-3.151250184e-01,-5.436565727e-03,2.553511411e-03,7.872622809e-04,3.904503537e-03,-1.754106879e-01,-2.275677584e-02,-8.374655992e-02,1.309954678e-03,4.805806652e-02,5.601240695e-02,-5.975592732e-01,-7.523394376e-02,3.851959016e-03,-1.505600289e-02,-5.703627132e-03,4.958333075e-01,-7.796778344e-03,-1.115113683e-02,-3.719546366e-03,-9.780600667e-02,-2.300381064e-01,5.097226705e-03,-3.490750864e-02,-2.685287734e-03,-9.289458394e-02,-1.458740700e-02,8.000585437e-01,-1.220930964e-01,-6.480707787e-03,-1.733045280e-02,-2.331292955e-03,3.550544083e-01,-7.992230356e-03,-3.565720108e-04,8.230948821e-03,2.761557512e-02,1.114800200e-01,-2.209016681e-02,-1.184284594e-02,5.544671323e-03,-2.538735233e-02,-6.840798538e-03,6.966422200e-01,1.996455016e-03,-1.377345622e-02,7.837730460e-03,3.899736563e-03,-2.983328700e-01,-2.457896480e-03,-6.318818778e-03,-2.871422330e-03,2.447893098e-02,-2.511759754e-03,2.477236325e-03,-6.134737283e-02,-2.675436204e-03,8.343608677e-02,-6.772540510e-03,-5.175293088e-01,4.663848132e-02,1.164392009e-02,1.428657304e-02,5.785144167e-04,-8.069206774e-02,-3.098133951e-03,3.277986310e-03,2.209884347e-03,-9.980410337e-02,-2.624191046e-01,-1.064643729e-02,-3.307120502e-02,-2.647814900e-02,-2.985752560e-02,-2.867186628e-02,-2.541705668e-01,-1.057664305e-01,4.743493628e-03,-1.423455030e-02,-4.954336211e-03,-2.448426634e-01,3.089446109e-03,-1.652529230e-03,-1.467039436e-02,-5.980252847e-02,-2.429505587e-01,1.094764657e-02,-3.945198655e-02,-1.743258536e-02,-6.255425513e-02,2.577575669e-02,-5.136932731e-01,-4.502474144e-02,-1.153730322e-02,-1.239059307e-02,-3.399844747e-03,-5.525520444e-02,-1.293760259e-03,-1.187673956e-02,-2.019791398e-03,9.363625199e-02,1.852164045e-02,-4.520665482e-02,-2.346023731e-02,-1.491757855e-02,-3.610776737e-02,-1.026307419e-02,-6.217497215e-02,2.615173161e-02,-1.827473752e-03,-6.263529882e-03,2.158658579e-02,2.034193836e-03,-6.704013795e-03,-4.608522169e-03,-7.757314015e-03,-4.864677414e-02,-4.180565011e-03,2.861590590e-03,-2.157388255e-02,-1.513532922e-02,5.199228600e-02,2.584183961e-02,3.536016494e-02,-2.769375779e-02,-9.231386706e-03,1.868087240e-02,-6.837337743e-03,-1.545494199e-01,5.582819227e-03,-3.080064431e-03,3.628846025e-03,-9.706557542e-02,-1.920632869e-01,-2.796969377e-03,-9.039430320e-02,-3.862351924e-02,4.418881983e-02,-3.059560806e-02,-3.396773338e-01,-6.066887453e-02,5.459801741e-06,-9.077889845e-03,-1.395889465e-02,-6.211062148e-02,-5.834712647e-03,1.244216785e-02,-1.544651459e-03,-5.591607839e-02,-2.168630362e-01,2.658644691e-02,-9.250962175e-03,2.990194969e-02,-9.557645023e-02,1.588140585e-04,-2.249034345e-01,-4.065910354e-02,3.457881743e-03,-1.699913479e-02,-6.279565860e-03,2.488697767e-01,-9.930935688e-03,-1.370797772e-02,-1.710991003e-02,-1.400585938e-02,1.508893371e-01,-4.561128095e-02,-1.498028934e-01,-4.067305848e-02,-3.512285277e-02,5.207196344e-03,4.293805063e-01,-3.573499620e-02,-6.629841402e-03,1.228990313e-02,1.400025375e-02,-1.910757422e-01,-7.931644097e-03,-5.735875573e-03,-9.196284227e-03,-4.493844137e-02,-2.292806841e-02,-1.537011936e-02,-1.601485908e-01,-7.495821919e-03,3.677251562e-02,-1.734717190e-02,-5.000956655e-01,-3.582901880e-02,-4.690319300e-03,2.892076969e-03,-8.492132649e-03,-1.356650591e-01,6.043931004e-03,-7.951488718e-03,3.832155606e-03,-7.201190293e-02,-3.504633904e-01,-4.153098539e-02,-1.602201909e-01,-1.648221281e-03,7.143542916e-02,-5.601397133e-04,-3.568947911e-01,3.966580145e-03,-7.591918111e-03,-9.449408390e-03,-7.028997061e-04,-1.923803836e-01,2.244215691e-03,2.252593823e-02,1.508861594e-02,2.525670081e-02,-1.717273891e-01,8.320413530e-02,3.252672255e-01,7.900067605e-03,-1.096496582e-01,-4.423117731e-03,-1.604665816e-01,-3.328259662e-02,9.266414680e-03,-5.034987815e-03,-6.109420210e-03,-9.433152527e-02,-2.825442702e-03,-1.129273698e-02,-1.744159684e-02,-7.814981788e-02,-2.102874132e-04,-4.058170691e-02,-9.354051948e-02,2.779021487e-02,-2.009901963e-02,1.592740975e-02,-3.314091861e-01,-2.066976205e-02,-7.046768442e-03,7.841614075e-03,-2.177598188e-03,-3.457410336e-01,-9.203855880e-03,2.425534092e-02,-1.282062102e-02,-1.134385169e-01,-1.709878445e-01,1.095841154e-01,-1.756919920e-01,-2.381131239e-02,1.597028598e-02,-3.734586528e-03,-5.370957851e-01,-2.631753869e-02,-9.792549536e-04,-7.825093344e-03,3.496065037e-03,-1.129631698e-02,9.214674123e-03,-1.093936991e-02,-1.462810021e-02,-9.874068201e-02,-2.253498584e-01,-6.386068463e-02,3.035730124e-01,-1.214528270e-02,6.319248676e-02,-7.646261249e-03,-3.233073512e-04,-3.367548808e-02,-2.760785632e-03,-4.227797501e-03,1.142320922e-03,1.827336252e-01,-8.652803488e-03,-6.788253319e-03,3.766714409e-02,1.839204282e-01,3.469749819e-03,-2.214718610e-02,-1.790078878e-01,-3.159489483e-02,-9.320942312e-02,-2.071467042e-02,2.814790905e-01,-1.956189983e-02,3.063153010e-03,-2.001281269e-02,-4.465917591e-03,2.301696539e-01,2.070338698e-03,-3.621530952e-03,-1.613261923e-02,3.731637029e-03,2.459408715e-02,2.446242608e-03,-1.471430659e-01,-1.034408063e-02,-7.153670490e-02,2.287877956e-03,4.751933813e-01,5.103192758e-03,-6.151121110e-03,-5.158956163e-03,2.653258853e-03,-4.061131477e-01,-1.109377481e-02,-8.124096319e-03,4.370950535e-02,-1.414352357e-01,-1.753258109e-01,-4.173370451e-02,-1.491344720e-01,1.020900789e-03,-2.126067318e-02,4.063111264e-03,-6.866570115e-01,2.309119329e-03,-1.242018584e-02,-3.852943657e-03,6.239818875e-03,-2.206556052e-01,6.590801640e-04,9.917198680e-03,-2.424114943e-02,1.746664494e-01,-2.007917017e-01,1.004917361e-02,-1.608358622e-01,-4.616224207e-03,1.437499076e-01,1.328854589e-03,-4.461024702e-01,-2.440464683e-02,5.049480591e-03,1.763072237e-02,-8.033877239e-03,1.276609749e-01,-1.219480066e-03,-2.597078681e-03,-1.051006559e-02,-1.448366195e-01,-4.495127499e-02,1.121308934e-02,3.099966645e-01,-2.433615737e-02,-8.529000729e-02,-2.370016277e-02,6.992857158e-02,-8.463484794e-02,5.835295655e-03,-2.121558785e-02,-6.952709053e-03,4.026775435e-02,-9.154736064e-03,2.059269231e-03,-6.120152306e-03,-1.124263033e-01,-3.830635548e-01,2.675824612e-02,1.528727859e-01,-1.592497341e-02,-7.110064477e-02,8.228393272e-03,-4.398658574e-01,3.512841463e-02,-7.401267998e-03,-1.159891207e-02,-1.420911867e-03,-1.752327234e-01,-5.148491473e-04,-4.669087008e-03,-1.677454449e-02,-3.297465295e-02,-4.193561971e-01,-9.073824622e-03,-1.845156699e-01,-1.017117687e-02,-8.903700113e-02,-3.468262404e-02,-2.050362080e-01,-1.859562285e-02,2.063643653e-03,-1.612446085e-02,1.193954889e-02,-7.173371315e-02,1.287046634e-02,-9.071269073e-03,1.206787955e-02,-1.252827048e-01,-3.960655034e-01,-1.785982773e-02,-5.790096521e-02,-2.257918939e-02,2.365474552e-01,-2.088013105e-02,-3.437009826e-02,-7.628783584e-02,-9.546299465e-03,3.964940459e-02,-5.556710530e-03,-6.315616518e-02,-1.184167061e-02,8.696363308e-03,5.614494905e-03,1.660487652e-01,8.023630977e-01,-1.806856692e-02,-5.612279102e-02,1.002584584e-02,-1.116078645e-01,3.180446848e-02,9.056726098e-02,-4.246041179e-02,5.617889110e-03,-2.431832813e-02,-6.649730261e-03,-9.205245227e-02,6.598694250e-03,-3.705639392e-03,8.672712371e-03,1.721064895e-01,-3.038207293e-01,3.755713254e-02,7.975689322e-02,8.564596064e-03,-1.726835594e-02,1.711535442e-04,-2.174244076e-01,1.901168935e-02,-7.680706214e-03,2.486147173e-02,-2.653194591e-03,-1.436577141e-01,-5.266092252e-03,5.375156645e-03,-7.501641288e-03,-1.150233969e-01,-4.465974569e-01,-1.642274112e-02,-1.291779429e-01,-2.351944707e-02,-2.708461322e-02,-9.898740798e-03,2.213248238e-02,-8.035179228e-02,-3.640858922e-03,-2.680257708e-02,1.699995995e-02,-6.765867025e-02,-6.684815045e-03,-1.116080768e-02,-1.403066795e-02,-4.121029750e-02,8.081342578e-01,5.217556842e-03,-5.722255260e-02,-2.722660452e-02,1.600595564e-01,-8.028740063e-03,-3.084759461e-03,1.193573792e-02,-6.848364603e-03,1.470364165e-02,-1.112124883e-02,3.216747567e-02,-1.696590101e-03,2.617199905e-03,6.068186834e-03,-1.224852800e-01,-4.541341364e-01,-4.484748095e-02,-3.850153089e-02,1.048267470e-03,-1.521207541e-01,2.359669656e-03,-3.906516135e-01,-5.013346672e-02,9.698979557e-03,1.016591489e-02,-8.784586564e-03,-8.454436809e-02,9.578509256e-03,1.217334298e-03,5.811812356e-03,-1.147714779e-01,-3.961897194e-01,3.494940698e-02,-7.842832059e-02,-4.878608510e-02,-1.117890254e-01,1.764326729e-02,-4.277681410e-01,-3.248147294e-02,-8.831766434e-03,-3.061369760e-03,1.262344141e-02,-7.302036136e-02,-7.524608634e-03,-8.608544245e-03,4.613135476e-03,1.007212698e-01,-3.513092399e-01,-1.962718554e-02,-1.369298249e-02,-4.761001840e-02,2.333639860e-01,-2.107569249e-03,6.377276778e-02,-5.017314106e-02,-1.276535820e-02,-1.637396589e-02,9.900518693e-03,1.087965295e-01,-1.213977765e-02,-6.456711330e-03,-1.575341076e-02,-8.978679031e-02,-4.240351021e-01,-2.369793365e-03,-3.255826607e-02,-4.233291373e-02,1.193602663e-02,-2.706706710e-02,-1.222300604e-01,2.557243407e-02,-5.152800586e-03,-9.251250885e-04,-1.631967165e-02,-2.208332121e-01,-9.655834874e-04,9.214323945e-03,-2.946015680e-03,-4.324937705e-03,7.753152251e-01,-3.300221264e-02,-2.077929303e-02,9.831292927e-02,-1.697244048e-01,-3.296853276e-03,-1.042656228e-01,-4.620143026e-02,1.870458946e-02,1.311849616e-02,-1.127166953e-02,-9.647005051e-02,-1.191547513e-02,2.103916195e-04,3.238738514e-03,1.935479045e-01,6.944456697e-01,2.151763625e-02,5.805258080e-02,-3.132596239e-02,-7.563691586e-02,1.241511432e-03,-9.393011779e-02,-9.245013446e-02,-2.088806964e-02,-2.035815641e-02,2.159202658e-02,-9.432702512e-02,-1.586772315e-02,6.618465297e-03,-3.940929659e-03,-8.797095716e-02,-4.352846742e-01,-3.899661452e-02,-4.030570760e-02,-5.381139740e-02,2.578327060e-01,3.166259266e-03,3.692380711e-02,-6.496961415e-02,-1.160043571e-02,-9.715553373e-03,1.136327279e-03,-8.089532703e-02,-1.066830195e-02,-7.345537655e-03,-6.909993943e-03,-5.959966779e-02,-2.762940824e-01,9.378409013e-03,-1.827820987e-01,1.013477370e-01,-6.589153409e-02,-1.859061606e-02,3.253583610e-02,8.661396056e-02,-2.145051397e-02,8.237438276e-03,-1.300160214e-02,4.094897304e-03,2.662258036e-02,-2.118037315e-03,3.876139235e-04,-1.517112106e-01,-3.785479069e-01,-1.281251386e-02,2.174409665e-02,-5.545226857e-02,-1.496886164e-01,-5.002254038e-04,-5.658178329e-01,-2.847162820e-02,4.563403130e-02,-1.603301428e-02,-1.033148915e-02,-7.498250902e-02,-4.269842175e-04,1.081104623e-03,5.468034185e-03,-5.860050023e-02,-4.015797749e-02,2.317565121e-02,6.867576391e-02,-4.582399502e-02,-6.606104970e-02,1.314252615e-03,-1.961190403e-01,-8.675619215e-02,-2.221375331e-02,-8.278692141e-03,1.106601395e-02,-1.174912676e-01,-1.680378802e-02,-1.959342975e-03,-8.126820438e-03,-2.017211914e-01,-2.320626192e-02,-1.388940308e-02,-1.564648151e-01,-4.723577574e-02,1.516746134e-01,-1.417362504e-02,7.375796884e-02,-5.324365199e-02,5.147223547e-02,-1.942971908e-02,-2.389777452e-03,-8.514378965e-02,2.320536226e-02,1.147576259e-03,-3.846503561e-03,4.513526335e-02,-2.794357240e-01,-1.548322849e-02,-2.032476962e-01,-4.847364128e-02,-3.445450217e-02,-1.951887086e-02,-2.282665819e-01,1.327973753e-01,-2.714703046e-02,3.371604532e-02,-5.421554088e-04,7.313270122e-03,-1.534616575e-02,-4.630076699e-03,-6.109240931e-04,1.069800407e-01,-5.393903702e-02,-1.440762728e-02,1.457025409e-01,1.018674448e-01,-8.743429184e-02,1.535023935e-02,-2.375114411e-01,-9.499719739e-02,-7.901634090e-03,-2.719467506e-02,-5.049458705e-03,-1.087398380e-01,-1.121526212e-02,6.253136788e-03,-2.265281510e-03,1.250350922e-01,2.620266378e-01,2.919272706e-02,1.277687401e-01,3.754203394e-02,-4.337359965e-02,2.976825833e-02,-1.917708367e-01,-1.560261101e-01,-6.644757465e-03,-2.550698817e-02,-4.078682978e-03,-1.515840441e-01,-1.296531502e-02,-9.226582944e-03,3.906718455e-03,-1.232303157e-01,-2.632443011e-01,-3.174231201e-02,-2.674068511e-01,-4.745789990e-02,-1.064089686e-02,-1.449330058e-02,-2.922292240e-02,-2.760142088e-02,-2.058323100e-02,-3.245046362e-02,5.420388654e-03,1.107227132e-01,-1.030250080e-02,7.310556248e-04,-6.566483527e-03,-1.391692609e-01,-1.619736403e-01,-1.388371456e-02,-6.916865706e-02,-2.717892826e-02,3.637310863e-02,-1.702967286e-02,-3.025267124e-01,1.423770189e-01,1.748757437e-02,7.602339238e-02,-8.717876626e-04,-1.200977191e-01,2.530262433e-02,-1.656431356e-03,-1.987910829e-03,3.025729954e-02,-2.329657227e-01,-1.596290967e-03,6.350158155e-02,-2.374872100e-03,-1.804024167e-02,-1.457047090e-02,-6.616529822e-02,-6.010638177e-02,2.413398353e-03,-3.432223201e-02,-4.858341999e-03,-1.397496313e-01,2.161477506e-02,1.382469898e-03,2.103354083e-03,-3.596349433e-02,-1.818136871e-01,3.027817793e-02,-5.865804385e-03,6.176796556e-02,-4.037294537e-02,1.357890293e-02,-1.691671163e-01,-2.327434272e-01,1.020129677e-02,6.839957088e-02,-6.997275050e-04,-5.004120246e-02,-1.455268357e-02,-5.540366285e-03,-1.323478296e-02,-7.099029422e-02,-2.397007942e-01,-1.642483473e-02,-7.616867870e-02,-3.810008988e-02,5.367675424e-02,-3.149408847e-02,-1.766902059e-01,9.138613939e-02,-1.072948519e-02,-3.306974843e-02,4.235898610e-03,5.346442759e-02,-2.939604688e-03,-8.817436174e-03,-3.539376194e-03,5.150634330e-03,1.242536753e-01,-2.681420371e-02,-3.157053143e-02,-1.173798367e-02,2.734115161e-02,-1.396846399e-02,-3.948432580e-02,2.392134368e-01,-1.290744264e-02,-1.091639977e-02,-9.061387391e-04,-1.324843466e-01,-1.408900879e-02,6.932047661e-03,6.604978815e-03,-6.005878095e-03,-9.913910925e-02,-6.568624172e-03,-3.070105240e-02,-5.185219273e-02,-7.597803324e-02,1.488253940e-02,-2.032181174e-01,-1.983379722e-01,4.260214511e-03 +thresholds = -4.156835377e-02,-1.074805856e-02,-1.080889225e+00,-4.088440165e-02,-2.009721659e-02,-2.852786146e-02,-4.274040461e-01,-1.583023190e+00,-7.502666861e-02,-5.800798535e-01,-1.606965363e-01,-1.399039030e-01,-6.393769383e-02,-2.354749203e+00,-4.065418839e-01,-3.218053654e-02 +weights1 = -6.876948476e-02,5.044326186e-03,3.046186641e-02,-5.544569809e-03,7.727996111e-01,2.437606454e-02,4.749258235e-02,9.769363096e-04,-2.572483756e-02,1.007947139e-03,-4.006189480e-02,1.335489680e-03,4.344621599e-01,8.760959841e-03,9.357002974e-01,3.535560146e-02,-1.061952710e-01,9.738538414e-03,5.857949853e-01,1.074069086e-02,1.635140479e-01,5.730994511e-03,2.835946381e-01,-7.210969925e-02,-8.608679473e-02,2.502589952e-03,1.575924993e+00,4.333125055e-02,4.725736678e-01,1.746912859e-02,-4.641577229e-02,2.226722660e-03 +biases1 = -2.135129720e-01 +weights2 = +biases2 = diff --git a/params/D00128.003.txt b/params/D00128.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f6f3661d12c429eb942982ecfb7079beb1c8cd0 --- /dev/null +++ b/params/D00128.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -4.985670373e-02,-1.468707323e-01,-4.792341962e-02,-1.314025999e-09,1.478129397e-09,2.109289632e-09,1.287711132e-02,-4.234918527e-10,8.058000378e-10,-4.312019075e-10,2.004699517e-09,1.214763401e-09,-7.369031496e-10,-1.291500462e-09,4.237414896e-02,1.851744091e-09,-2.171808332e-01,7.822046056e-03,-2.794320323e-02,-1.063783950e-09,-7.903838140e-10,-2.694491741e-09,-7.273471449e-03,3.518156322e-10,-1.899610913e-09,-8.891002934e-10,1.390240700e-09,-1.735287802e-09,-7.839133231e-10,7.353858078e-10,-6.929507107e-02,5.671059733e-10,-1.483508050e-01,-1.066674218e-01,7.601642609e-02,1.592991961e-09,-1.047276488e-09,2.353041761e-09,-2.229662798e-02,-1.648141179e-09,1.264837346e-09,1.770518732e-09,-1.837330843e-09,-8.778790472e-10,4.862811820e-10,-1.075884312e-10,3.205128014e-02,-3.924811171e-11,-1.035910249e-01,1.676358581e-01,-9.152309597e-02,1.942695116e-09,2.381491115e-10,3.233683876e-10,-4.652789794e-03,1.239622405e-09,-1.532361238e-09,-1.763409418e-09,2.477809957e-09,-1.673761130e-09,1.640197755e-09,2.730646265e-10,-4.871399701e-02,2.101251839e-09,-4.546762109e-01,-1.554365456e-01,-4.504121467e-02,1.120926241e-09,1.641572989e-09,3.322663922e-09,-1.990668476e-03,-1.217185019e-09,4.569053469e-10,9.952877932e-12,5.173292350e-10,8.961727471e-10,-1.784577819e-09,-5.865414404e-11,-5.386036634e-02,-9.130868978e-11,-2.866199315e-01,-6.754966080e-02,4.244501702e-03,1.835305130e-09,-1.634869795e-09,-6.780070255e-11,4.417296499e-03,-3.051798259e-10,-1.321113441e-09,2.672223776e-09,-1.466143429e-09,1.650483750e-09,-1.134197847e-09,-4.888859872e-10,-2.317181230e-02,2.100954744e-09,-4.736688137e-01,1.417121291e-01,1.050159931e-01,2.074256100e-09,7.872588692e-10,1.449063536e-09,-1.398846041e-02,1.375446423e-09,1.554343765e-09,2.338464533e-09,-7.971983490e-11,1.513842829e-09,-4.015360822e-10,8.519546735e-10,9.380599856e-02,-1.879087330e-09,6.949983835e-01,3.769743722e-03,-1.563378572e-01,-1.507677094e-09,6.503317329e-10,3.830454287e-10,-1.014636550e-02,-5.417619131e-10,1.611735634e-09,6.632144139e-11,1.983215814e-09,1.494148028e-09,-3.021273787e-10,-2.859140008e-11,-5.897359923e-02,-1.906657499e-09,-3.951776624e-01,-1.907009184e-01,3.746406361e-02,1.432369223e-10,-2.002348509e-09,5.533378616e-11,-1.327656582e-02,-8.454285605e-10,8.416488062e-10,-5.958035731e-10,-8.178244193e-10,1.569071428e-09,-2.187931503e-10,-1.627993296e-09,1.902493834e-02,-2.610963112e-10,-3.931538463e-01,-2.935198136e-02,3.016437404e-02,-8.828712761e-10,1.335299871e-09,-1.223335766e-09,1.762795448e-02,-2.027040091e-09,-1.548073447e-09,-3.300208440e-10,3.726634001e-10,-8.891231640e-10,8.928437434e-10,-5.782223034e-10,-5.603507161e-02,-7.141751079e-10,6.822891831e-01,-3.508304805e-02,4.254416749e-02,-1.249577553e-09,-1.613237877e-10,-6.931927810e-10,-1.297435910e-02,-3.107120672e-10,-3.820583294e-10,2.791058940e-09,-9.675733548e-10,1.486186174e-10,-1.467089006e-09,1.637528779e-09,7.043252885e-02,-6.329203273e-10,-4.143347740e-01,1.775191575e-01,-2.036266625e-01,2.121799181e-09,-2.628189333e-10,1.903102342e-09,-1.312664524e-02,-1.402521543e-09,1.587897369e-09,7.188196149e-10,1.762231916e-09,1.519683490e-09,1.822754281e-09,2.117332309e-09,-7.693156600e-02,1.519358528e-10,-3.892481923e-01,6.816361845e-02,-6.173591688e-02,-8.945880148e-10,-1.133753980e-09,-9.146919333e-10,1.460734289e-03,2.815105482e-09,8.128426265e-10,-9.102891357e-11,6.923508988e-10,-6.786000095e-10,-2.292972923e-09,1.070557420e-09,3.410809487e-02,-1.061044697e-09,-4.082669914e-01,-8.818934858e-02,7.783877850e-02,5.487114652e-10,-1.489921519e-09,4.101143314e-10,-1.856497303e-02,-7.462817586e-10,1.028268096e-10,1.115000314e-09,3.447312991e-10,-1.361576518e-09,4.550086419e-10,3.124085879e-09,2.110272460e-02,1.119355497e-09,-3.595487177e-01,-5.726651847e-02,5.635351874e-03,2.117321429e-09,2.026826484e-09,-1.584180676e-09,4.913866986e-03,-1.310094477e-09,1.388503534e-09,-1.007418593e-09,-6.576743039e-10,-1.125537996e-09,-1.462943433e-09,-8.821043340e-10,8.199207485e-03,8.053128719e-10,6.370999217e-01,-1.053365879e-03,-1.142909825e-01,-4.265307552e-10,2.063720306e-09,-1.734729582e-10,-1.071377005e-02,-1.465847554e-09,5.443180906e-10,4.278943311e-10,-1.102810732e-09,7.945373803e-10,2.326100201e-09,-3.888391276e-10,-1.069626063e-01,-8.292208586e-10,6.597166061e-01,-4.475886375e-02,1.310542691e-02,-5.114834667e-10,1.704732577e-09,1.129241145e-09,-9.665734135e-03,-1.507704961e-09,2.812238775e-10,-1.140083097e-10,-1.712312514e-09,8.947505514e-10,8.917077632e-10,-2.043362812e-09,3.217467666e-02,-1.590392040e-09,-4.111539423e-01,-8.477709442e-02,2.929973416e-03,5.700409589e-10,-1.966576679e-09,-2.890322648e-09,8.859684691e-03,-2.425811219e-10,4.081080474e-10,-1.737818223e-10,1.380819792e-09,-2.117089837e-09,-6.033389899e-10,4.905247875e-10,-3.640417708e-03,-3.123333259e-10,-3.093160689e-01,3.898373619e-02,-7.409082353e-02,-1.047458120e-09,8.967306342e-10,8.925080119e-10,-2.072566189e-03,-6.219608717e-10,9.762519682e-10,-6.828947963e-10,6.643767203e-10,1.345946798e-09,1.413493989e-09,-6.652962070e-10,2.710163407e-02,-1.975505093e-09,-4.594196975e-01,1.263832673e-02,-3.314547986e-02,7.431372739e-10,6.604247704e-10,1.172780095e-09,-1.947268099e-02,6.263439073e-11,9.242868276e-11,7.235373967e-10,-8.660394069e-10,8.426721126e-11,2.263192300e-09,-1.561801022e-09,-9.858615696e-02,1.933095350e-10,-1.853252351e-01,8.012400568e-02,1.062914953e-01,-1.363706925e-09,1.798509675e-09,5.064822450e-10,-9.339378215e-03,1.722663567e-09,1.860334886e-09,-2.114779019e-09,-6.322563029e-10,1.968960994e-09,1.660305227e-09,1.474483202e-09,7.656087633e-03,-1.402851613e-09,5.747000873e-02,-7.278302312e-02,-8.749089390e-02,-1.687822770e-09,4.914419427e-10,-4.229784856e-10,-6.110550836e-03,1.745258160e-09,-2.055182691e-09,7.560682636e-10,2.565662682e-10,-7.790634249e-10,-1.798021954e-09,1.817385020e-09,1.886712038e-03,6.497160032e-10,-4.060032964e-01,-1.257653385e-01,-2.187943831e-02,2.493541817e-09,1.398325122e-09,1.549737672e-09,2.081160899e-03,4.164159573e-10,-1.494790736e-09,-4.824977640e-10,-1.355248358e-09,-7.223534548e-10,-3.850135211e-10,-2.685116574e-09,3.612448275e-02,1.841406472e-10,1.304053701e-02,3.987336159e-02,-8.771466464e-02,-2.296997703e-09,-1.904220781e-09,-3.208778243e-10,-8.283076808e-03,-1.488595913e-09,-5.052826491e-10,-1.314721554e-09,9.365697107e-10,1.093056201e-09,1.485980006e-09,1.919872039e-09,-8.905349672e-02,1.092039348e-09,6.412380934e-01,-4.945218936e-02,-7.329059392e-02,9.561104131e-10,-1.978108566e-09,1.197107080e-09,-1.074849162e-03,-1.476897049e-09,3.608054411e-10,1.621706658e-10,1.776176428e-10,5.622126653e-10,1.028122476e-09,7.338091801e-10,-3.251040727e-02,-4.892203864e-10,-4.661734998e-01,-1.102232188e-01,7.330973167e-04,1.403196226e-09,-1.861095944e-09,-1.819240869e-10,2.281594789e-03,1.852668463e-09,-2.904262608e-09,3.262618509e-10,-7.573403710e-11,5.047997020e-10,-7.848172667e-10,1.935370975e-09,4.324898869e-02,7.131046309e-10,-3.584747016e-01,-7.435726933e-03,5.138860643e-02,2.348683026e-09,1.659079540e-09,1.715414477e-09,-7.800295018e-03,-1.037679720e-09,1.782963222e-10,-5.006122739e-10,-3.638622181e-10,-1.185701093e-09,9.773080123e-10,1.214552681e-09,1.750406437e-02,1.185922693e-09,-3.366118670e-01,8.992739767e-02,-7.055060565e-02,1.604055999e-09,5.731985442e-10,7.341051655e-10,-1.468416117e-02,1.258792515e-09,-2.055818848e-09,1.844216002e-09,6.311467321e-11,-2.803692278e-10,-1.303947061e-09,-4.504538409e-10,-7.212761790e-02,4.965696188e-10,-4.093569815e-01,6.464830786e-02,-3.172871470e-02,2.568216907e-12,3.693577111e-10,-4.918439545e-10,1.800676808e-02,-1.607457278e-09,-9.724987482e-10,-6.139905806e-10,-9.176930882e-10,-7.969421234e-10,-1.957308537e-09,1.216752810e-10,-4.080561548e-02,-2.047003456e-09,-5.768597126e-01,-1.628493667e-01,-1.127174422e-01,7.215155695e-10,-1.175003206e-09,2.627866258e-10,-1.387888566e-02,-2.664840015e-10,2.051238956e-09,1.917061176e-09,-7.563971116e-10,-6.940656383e-10,1.425121739e-11,8.800681850e-10,-1.990813203e-02,1.886303558e-09,1.888630241e-01,-7.515998185e-02,1.696477234e-01,-1.017781748e-09,3.465865928e-10,7.901662102e-10,-2.294071205e-02,-1.033478636e-09,7.285191894e-10,2.541137967e-09,1.341899591e-09,2.901156537e-10,-1.511639258e-09,-2.290120982e-09,4.757834598e-02,-1.738917232e-09,2.756035030e-01,9.467658401e-02,-1.171305999e-01,-1.367090885e-09,3.905892970e-11,2.541222344e-09,-2.239736263e-03,-5.197197672e-10,-2.759059092e-10,1.879376876e-09,-1.755382950e-09,-2.255202691e-09,-1.404058314e-09,2.801558430e-10,-2.919144556e-02,-1.520296777e-09,1.714314371e-01,9.391196817e-02,8.072933555e-02,-9.886962360e-10,2.682288613e-09,2.315034386e-09,-1.388408802e-02,1.460989552e-09,7.418036740e-10,1.613679745e-10,6.337732006e-10,-1.063783395e-09,2.848005720e-10,3.644168994e-11,1.602561772e-01,4.688816557e-10,-3.694333434e-01,-7.189445198e-02,-3.886510804e-02,2.933752685e-10,-1.418022699e-09,3.888546707e-10,9.782932699e-03,1.297886909e-09,1.016082107e-09,1.267462024e-09,-1.342663092e-09,9.312634552e-10,-2.047662484e-09,4.003358062e-11,-9.927146137e-02,-9.910974264e-10,-2.741459608e-01,-5.545831472e-02,9.683024883e-02,-1.912167646e-10,-1.598462473e-09,1.693848173e-09,-1.055826806e-02,1.125151569e-10,1.556124896e-09,1.989457710e-09,1.621524026e-09,2.775843444e-10,1.245818781e-09,8.451039313e-10,-2.069976926e-02,1.879747025e-09,-4.873654619e-02,-4.414818808e-02,-2.317865044e-01,-2.229688434e-09,-1.728960752e-09,1.776974012e-09,-7.528645452e-03,-8.207440838e-10,-1.630124147e-09,-1.795687599e-09,-1.492142410e-09,-1.735569910e-09,2.011451228e-09,-7.105164790e-10,-8.361704648e-02,-3.451454123e-10,-3.067493141e-01,-2.537699789e-02,-6.782384217e-02,1.646768832e-09,2.432162916e-09,1.220244794e-09,-1.277326234e-02,4.834439099e-11,3.131706561e-10,-1.318241405e-09,1.035036987e-10,-1.631110247e-09,-1.896058421e-09,-9.861791384e-10,-4.601804540e-02,-1.841800601e-10,-1.719204634e-01,-6.847506762e-02,8.291227743e-03,1.904529423e-09,4.079995786e-10,-1.275552997e-09,-9.073640220e-03,-1.484150997e-11,1.660169335e-09,1.526189841e-09,-2.523650733e-10,-5.666748737e-10,-2.287091405e-09,5.710724671e-10,6.880763173e-02,3.247013214e-10,2.278774790e-02,-6.990469992e-02,8.190523088e-02,8.993649714e-10,1.008045203e-09,-2.339274552e-09,-4.228831735e-03,1.554545270e-09,8.720375116e-11,3.203581289e-10,3.676907112e-10,8.810971397e-10,-6.202209302e-10,-1.501808233e-09,5.386274308e-03,-1.883512013e-09,-6.397036463e-02,8.620989323e-02,-1.136711463e-01,2.103435648e-09,2.562082213e-10,-4.217063920e-10,4.513854161e-03,1.781038872e-09,-7.893477538e-10,-7.632425247e-10,2.000888788e-09,8.692865872e-10,1.018001461e-09,9.810317003e-10,-7.150974870e-02,5.207048681e-10,-2.194288224e-01,-6.689181179e-02,-7.077340782e-02,-1.957842333e-09,-1.936536931e-09,-1.883482703e-09,-1.177790109e-02,5.347817189e-10,-2.964106294e-09,6.054796109e-10,2.369480723e-10,2.947643019e-09,2.116632647e-09,-1.039798248e-09,4.844644293e-02,-1.621547119e-09,-3.552757204e-02,-9.435703605e-02,-7.922164351e-02,5.868464048e-10,-1.972397357e-09,2.585797687e-10,-2.627248131e-02,-2.534997545e-09,1.457551191e-09,-9.505074505e-10,-2.024064250e-09,1.646921266e-09,-4.999149428e-10,-1.470649491e-09,-3.639630601e-02,-1.409117489e-09,-5.520782992e-02,7.291492075e-02,3.006252646e-01,8.961864029e-10,-9.659419931e-10,1.294910623e-09,2.778814360e-02,-1.076614686e-09,-2.022433887e-10,-8.697534359e-10,-1.685581896e-09,-9.448715144e-10,2.320768466e-09,-1.967355612e-09,2.776394971e-02,-1.464325328e-09,-2.096314877e-01,1.024318393e-02,-2.419960946e-01,-9.371124987e-10,-1.022309390e-10,-6.315847290e-10,-1.158272475e-02,8.251763162e-10,1.359213853e-09,-1.324868548e-09,1.513731140e-09,-9.231634901e-10,2.448334313e-10,1.486689660e-09,-8.274833858e-02,2.113316633e-09,-1.363199949e-01,-2.993746847e-02,-2.616269514e-02,7.911177789e-12,-6.364497263e-10,-9.907746151e-11,-1.298609097e-02,-1.288436247e-09,-9.646459187e-10,9.187064998e-10,1.858509124e-09,-4.331694448e-10,-1.887440759e-10,-1.854967957e-09,-5.489249900e-02,5.892613619e-10,-2.241446376e-01,-1.207788438e-01,-8.866235614e-03,2.056292470e-09,-1.709692499e-09,-1.646064618e-09,-9.784906171e-03,-2.731805337e-10,-5.639567147e-10,1.254264248e-09,-1.034969221e-09,1.545869766e-09,1.282281836e-09,-1.563023933e-09,1.340960413e-01,1.354676704e-09,1.614104770e-02,-8.441554010e-02,2.513929307e-01,1.219818357e-09,1.751848333e-09,-7.818691805e-10,2.851627208e-02,-1.402555405e-09,-1.607699085e-09,3.019557521e-11,1.009433093e-09,6.390043494e-10,-2.019496348e-09,-2.334348714e-09,-8.160723746e-02,2.076149475e-09,-1.752716005e-01,1.581009030e-01,-3.084040582e-01,-2.680151101e-10,7.219297937e-10,1.279024442e-09,-2.685047314e-02,-3.735866616e-10,5.448161366e-10,-9.097527592e-11,1.058559018e-09,2.715753400e-09,2.355526885e-09,-9.520026989e-10,-3.990665451e-02,1.186735710e-09,-1.137971133e-02,-4.561789706e-02,8.502788842e-02,7.831011950e-10,-4.631139361e-10,1.757332058e-09,-7.412042003e-03,1.292388196e-09,-9.790259714e-10,1.138253380e-09,-2.098456964e-09,-1.395155325e-09,-9.034299420e-10,-1.318601339e-10,1.409300268e-01,-2.109214581e-09,-2.641369998e-01,3.000673093e-02,-5.089633167e-02,-2.998134518e-10,-8.647454419e-10,-3.211081956e-10,-1.686391421e-02,-6.447606338e-10,1.206695632e-09,5.143508397e-10,-3.337396470e-10,-1.740360966e-09,6.107479522e-10,1.024808682e-09,-7.506463677e-02,3.829582762e-10,-6.023582444e-02,9.839210659e-02,1.751277447e-01,1.909507219e-09,6.264326280e-10,-7.380077105e-10,2.907462046e-02,6.568752764e-10,-2.013301970e-09,-1.779042247e-09,1.180146536e-10,9.359409914e-10,1.408802963e-09,-2.174290969e-09,-6.401907653e-02,9.059084038e-10,-1.831427217e-01,-1.618262380e-01,-3.024420440e-01,1.105767256e-09,-2.497738905e-09,-1.977091268e-10,-2.650616318e-02,9.639171683e-10,-5.956470317e-10,-7.359692300e-10,3.291604211e-10,5.535811393e-11,-2.010349220e-09,-6.595203828e-10,-4.420768470e-02,-1.421968765e-09,-5.907489732e-02,-6.567437947e-02,-1.611983031e-01,-3.039841157e-10,1.776380487e-09,-1.761785717e-09,-1.747430861e-02,-7.855586737e-10,1.955659856e-09,1.835813279e-09,-1.506280767e-09,-1.732052279e-09,1.485469303e-09,-8.801914197e-10,-7.929002494e-02,1.567481478e-09,-1.162360311e-01,-8.453891613e-03,1.509031951e-01,3.114060565e-09,-9.312393634e-10,-1.517054482e-09,3.167702351e-03,-5.117334889e-10,-6.242823480e-10,2.066357307e-09,-1.797718197e-09,-2.086202322e-09,1.661186300e-09,2.066519844e-09,4.638198763e-02,1.834157715e-09,-1.629047990e-01,-1.619080156e-01,1.389176697e-01,1.251510562e-09,1.610322098e-09,-1.100072033e-09,8.036639541e-03,1.837529906e-09,-7.561812843e-10,-4.626105610e-10,9.756440100e-10,8.654900685e-10,-6.495856630e-10,2.489635720e-10,-1.255783020e-03,1.730163235e-10,-1.808963418e-01,1.591455638e-01,-2.210908979e-01,-4.137987175e-10,1.782642367e-09,3.078570177e-10,-1.651668362e-02,7.340303365e-10,1.599467558e-09,1.298607000e-09,-1.736348287e-10,1.363782420e-09,-4.840169932e-10,-1.645651060e-09,-8.668692783e-03,1.839434716e-09,-2.231588960e-01,5.867421627e-02,6.200385466e-02,9.530809475e-10,-8.127442608e-10,-1.122980264e-09,-2.484418638e-02,1.402087224e-09,4.043547164e-10,-4.372093243e-10,-1.076055467e-09,-1.280289541e-09,1.682840978e-09,-1.159290997e-09,3.090746468e-03,-1.392718052e-09,-7.415833324e-02,5.511343479e-02,1.569049619e-02,-3.154770195e-11,1.227950630e-09,1.546476058e-09,4.367433023e-03,4.779744933e-10,-1.061746913e-09,7.058877372e-10,-9.498217768e-10,1.572642239e-09,1.768316604e-09,1.191505783e-09,4.651789367e-02,-1.382575943e-09,-8.028283715e-02,-1.179028824e-01,-3.381976858e-02,-2.372636754e-09,6.752613468e-10,-2.114996400e-09,1.545891166e-02,1.468676181e-09,2.365637464e-09,-2.902548757e-10,-1.585594545e-09,6.952280418e-10,-1.281600603e-09,-1.110428194e-09,-7.705690712e-02,8.132209905e-10,-1.412851661e-01,-7.439271361e-02,-1.359325796e-01,-2.009667432e-10,-8.416130570e-10,-2.205440719e-09,-1.739687473e-02,-1.870424260e-09,1.137799188e-09,-3.035941720e-09,3.377122471e-10,-8.019137021e-10,-6.987818657e-10,4.011119908e-11,-1.547249779e-02,1.835885666e-09,-1.767520010e-01,-2.516124398e-03,3.207535669e-02,5.033106709e-10,1.578390085e-09,-8.896842707e-10,2.287994139e-02,1.446475162e-09,1.307531416e-09,3.129680404e-10,-3.139492555e-10,-1.267072558e-10,1.022548227e-10,-1.002293318e-10,1.710208207e-01,-1.499406710e-09,-1.632863581e-01,5.182101950e-02,-8.713328093e-02,-1.855823051e-09,2.115564390e-09,1.632773139e-09,-2.223550156e-02,3.390349806e-11,1.831420349e-09,1.655614756e-09,1.872140665e-09,-9.227482667e-10,1.702277430e-09,2.065019267e-09,-5.289723352e-02,1.173242836e-09,4.476925358e-02,-2.071193978e-02,9.005062282e-03,1.608351341e-09,-2.730233262e-10,2.283910394e-09,-6.025553215e-03,-9.164086850e-11,1.687775253e-09,-1.080007861e-09,2.602372984e-09,1.632093571e-09,1.713587494e-09,-7.959250481e-10,-9.007348120e-02,-1.655202864e-09,-2.239053547e-01,-1.066210493e-01,-4.591223225e-02,-1.389736770e-09,2.897319606e-10,1.176332476e-09,-1.618219912e-02,-8.912583449e-10,-1.811836459e-09,-1.938266436e-09,1.120362025e-09,-9.495117366e-13,-1.026028706e-09,-2.320051262e-09,-7.014573365e-02,1.176301501e-09 +thresholds = -2.088741541e+00,-3.160529733e-01,-3.701662123e-01,-4.773223307e-03,-1.560194651e-03,-2.707376261e-04,-9.129180759e-02,-1.246681786e-03,-4.103110638e-03,-2.421072684e-03,-8.303522482e-04,-1.749701914e-03,-2.054601675e-03,-2.805199241e-03,-1.751752645e-01,-2.962487284e-03 +weights1 = 1.348802805e+00,2.176173031e-02,5.928645283e-02,3.299537057e-04,-1.768319309e-01,-8.967546374e-02,-2.129213139e-02,-2.478926629e-02,-8.238016628e-03,-1.716799103e-03,-1.986735035e-03,4.312281089e-04,-3.372622654e-02,2.454939764e-03,5.714557599e-03,-1.841592975e-02,-2.727675438e-02,6.138448371e-04,-4.037200008e-03,-1.406791247e-02,-5.807466805e-03,7.874965668e-03,-1.178576984e-02,2.147200285e-03,-9.054118767e-03,-1.206775382e-02,-9.204305708e-03,-1.511678007e-02,-1.231972277e-01,3.879150376e-03,-9.781232104e-03,-9.893652052e-03 +biases1 = 6.640578061e-02 +weights2 = +biases2 = diff --git a/params/D00128.004.txt b/params/D00128.004.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b2de293068f67f659494e974fb67083bdd422ec --- /dev/null +++ b/params/D00128.004.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -9.105132520e-02,-1.796662062e-01,-2.141939942e-03,3.305257678e-06,-2.201616168e-01,7.316459179e-13,-2.073154785e-02,-2.434296766e-03,-8.359374851e-02,3.063707263e-04,2.473917790e-03,-1.347522140e-01,-9.151577615e-06,1.234850511e-01,2.400410920e-02,5.253909039e-04,-5.254145339e-02,-2.193732262e-01,3.140009008e-03,-2.521893521e-06,-2.468062378e-02,2.166557351e-06,-1.420683265e-01,3.536037635e-03,-8.724112064e-02,2.098456258e-03,-3.094382817e-03,-1.667664498e-01,1.493849098e-12,-1.379913092e-01,-1.796937734e-02,4.659711383e-03,-2.255897596e-02,9.477183223e-02,-7.489288691e-04,-2.967690534e-06,4.069750756e-02,-2.351373587e-05,7.296161354e-02,-5.113182589e-03,-9.402384982e-03,-1.237842953e-03,-4.274982493e-03,1.378803514e-02,1.222584615e-05,-1.473768353e-01,-1.196999326e-01,-3.410462057e-03,-4.396496341e-02,-7.883910090e-03,-4.325707851e-04,4.069411716e-06,-2.710021734e-01,-4.062537755e-06,-3.814185560e-01,4.511542153e-03,1.996711455e-02,-1.773459488e-03,2.665266860e-03,5.995516852e-02,-1.741180131e-05,-1.316774338e-01,-1.423593313e-01,-1.920057344e-03,-9.786474705e-02,-5.176470429e-02,-8.920815890e-04,-3.617992115e-05,-2.192275822e-01,-2.855847561e-05,8.953120559e-02,-9.141516872e-03,-7.878188044e-02,-1.503349340e-04,-1.134862192e-03,-7.858616114e-02,-2.284357652e-05,4.502856359e-02,-4.709722847e-02,1.914394321e-03,-9.792928398e-02,-2.095972002e-01,1.601227792e-03,-1.688785778e-05,-2.976872586e-02,-2.235815191e-05,-1.042589620e-01,1.111179776e-02,-7.656441629e-02,3.678485285e-03,4.027773626e-03,-1.350053400e-01,3.763938366e-06,-2.200460248e-02,-5.813426524e-02,6.021837471e-04,3.351000324e-02,1.088905800e-02,1.547169522e-04,-7.935305803e-06,-7.508707792e-02,-3.936000576e-05,-1.072157100e-01,-4.714149050e-03,1.346064825e-02,-1.847909647e-03,-8.016981184e-03,-3.523396794e-03,9.766313599e-14,-1.505652964e-01,-7.303408533e-02,-3.963036463e-03,-4.783353582e-02,-6.171055883e-02,-1.098972512e-03,-1.810806134e-05,-1.510705799e-01,-3.342122044e-13,-3.492968082e-01,3.268156666e-03,-1.836603694e-02,-2.250020159e-03,3.040405922e-03,-1.069492102e-02,-7.431781427e-13,-1.659683734e-01,-7.777588069e-02,1.260775840e-03,-1.120320335e-01,2.734619938e-02,1.557625132e-03,-2.398115612e-05,-5.236497149e-02,-2.546488759e-05,-1.644566283e-02,3.445886832e-04,-4.803211614e-02,2.518113470e-03,-2.928885166e-03,-4.893847555e-02,-2.131681867e-05,7.714269310e-02,-5.709153414e-02,-1.015511574e-03,-1.044443548e-01,-1.539774835e-01,2.229940845e-03,-1.697589141e-05,-1.218156293e-01,-2.860221502e-05,-3.702073693e-01,5.949738901e-03,-6.091287360e-02,1.540427213e-03,3.167553950e-05,-1.397606730e-01,-3.880018539e-06,-8.982694149e-02,-1.123074740e-01,5.926307640e-04,1.388842822e-03,-1.182869598e-01,-2.140395576e-03,-2.458115341e-05,7.976567000e-02,-4.924164386e-06,-5.208396167e-02,-2.888753079e-03,-6.860681623e-02,-3.882670309e-03,-5.834731273e-03,-6.960815191e-02,-1.154806250e-05,-2.351049185e-01,-4.338199273e-02,-1.196992351e-03,4.895231687e-03,-6.729842722e-02,-1.800519065e-03,1.020340733e-05,-3.807795644e-01,3.210957948e-05,-3.249684721e-02,-2.865766874e-03,1.733625494e-02,-7.804459310e-04,6.592477206e-03,3.052891046e-02,-2.048228816e-05,-4.574586824e-02,-4.325279966e-02,1.471433672e-03,-1.242474616e-01,-1.327588409e-02,1.814343734e-03,2.818966550e-06,2.569100633e-02,-1.269812947e-05,5.118718371e-02,1.102436054e-02,-5.555513129e-02,-9.517048602e-04,-2.994262613e-03,-3.425949439e-02,-7.488269603e-06,5.943398923e-03,-6.034425274e-02,-1.538658049e-03,-1.301742494e-01,-9.904140234e-02,5.108000478e-04,-1.838327444e-05,4.500087016e-05,2.427057370e-05,-1.530707479e-01,6.207461120e-04,-4.267060757e-02,3.524822416e-03,1.329246070e-02,-4.565883800e-02,-1.088413319e-05,-1.198754087e-01,-7.925585657e-02,6.185062695e-03,3.880077228e-02,-7.195390016e-02,-3.560770536e-03,1.377476747e-05,-1.130491197e-01,-1.933122803e-05,-1.251404136e-01,-8.725984022e-03,-2.567754500e-02,-4.035366233e-03,-5.835207179e-03,-3.498320654e-02,-4.961346804e-06,-1.184311733e-01,-7.573308051e-02,-8.432337199e-04,5.492774770e-03,-1.279373765e-01,1.057103509e-03,-1.750783122e-05,-3.878243566e-01,-1.936174885e-05,-2.441732585e-01,-2.388852183e-03,-3.635253012e-02,8.984170854e-04,-6.656715646e-03,-1.128989682e-01,-9.645084447e-07,-6.115431339e-02,-4.075032473e-02,-3.939282149e-03,-5.353014916e-02,-9.446424991e-02,-1.228788868e-03,-1.868045388e-06,1.002512034e-02,-1.917585723e-05,-3.933454156e-01,1.956151798e-03,-5.820190907e-02,1.132273814e-03,2.343931003e-03,-6.642352790e-02,1.315732061e-05,-9.671983868e-02,-6.876915693e-02,5.260967650e-03,-1.222244650e-01,2.032275870e-02,2.076529199e-03,-1.158287159e-05,-1.502326280e-01,1.364765103e-05,-4.351276159e-01,7.893961854e-03,-5.102691427e-02,9.020409198e-04,9.679169743e-04,-8.411232382e-02,-1.185832571e-05,-8.290395141e-02,-1.664477140e-01,5.252927658e-04,-4.483254626e-02,-1.969323009e-01,-4.270937294e-03,1.962957504e-05,-1.360507905e-01,7.364002158e-06,-3.777761161e-01,-1.896117814e-02,-3.009844013e-02,-1.438240055e-03,6.785541191e-04,-7.530986518e-02,4.823348263e-07,3.070242330e-02,-6.641855836e-02,-2.109548543e-03,1.041396242e-02,-4.104758427e-02,3.297392512e-03,-3.759693573e-05,-1.989058852e-01,-1.808973320e-05,7.350370884e-01,9.690102190e-03,-2.092430741e-02,-1.127799042e-03,-6.132277660e-03,-1.963627292e-03,-1.155247901e-05,-1.445234120e-01,4.562892392e-02,-3.730769036e-03,-6.566318870e-02,-2.721375227e-02,-3.139792170e-05,-1.603998135e-05,-5.302607082e-03,-2.188284270e-05,-3.422078490e-01,-4.567014985e-03,-2.369937859e-02,6.259790156e-03,2.190897940e-03,-6.148140505e-02,-2.112968104e-05,-2.381578386e-01,-2.831407785e-01,3.905409249e-03,-6.345589459e-02,-1.489604861e-01,-2.043019282e-03,-2.500949813e-05,-2.824523747e-01,-3.817227116e-05,-4.328254461e-01,-1.113377039e-06,-3.770032153e-02,-3.711840138e-03,7.360350806e-03,-6.300076842e-02,-9.307007531e-06,-2.367680371e-01,-2.851467729e-01,-6.368241739e-04,-5.167263746e-02,-1.661578566e-01,-2.719230717e-03,1.267250718e-05,-1.924814582e-01,-9.733887055e-06,7.301331162e-01,-1.447148621e-02,-6.365580112e-02,-1.867913874e-03,-6.161126774e-03,-5.454358459e-02,5.146272542e-06,-2.584087849e-01,-3.005586863e-01,-4.846701398e-03,-2.929038554e-02,3.013254888e-02,4.620341584e-03,-2.511484809e-06,5.021843128e-03,1.700879011e-06,-4.263536334e-01,1.958469860e-02,-3.517880291e-02,-1.291104592e-03,-5.556816701e-03,-4.875379428e-02,-1.374189105e-05,4.398579001e-01,6.128663421e-01,1.428058720e-03,-8.249991387e-02,-5.431656609e-04,-1.316407346e-03,-4.144386367e-06,-3.818098307e-01,-2.579051579e-05,-3.463982344e-01,3.048665356e-03,6.139303558e-03,-2.851589234e-04,3.241449667e-05,5.635354319e-04,-1.973271537e-05,-1.775656790e-01,-2.296516597e-01,-3.322721692e-03,-7.011761516e-02,-2.245417982e-01,8.356127888e-03,-1.603340570e-05,-4.369062185e-01,2.466689148e-05,-4.160261154e-01,4.764498677e-03,-6.263021380e-02,4.097776487e-03,-1.710990327e-03,-9.817865491e-02,-1.308934952e-05,-2.638532817e-01,-2.995512187e-01,5.131378770e-03,-1.571533456e-02,-5.545282271e-03,-3.735111328e-03,-2.153644709e-05,-4.299384952e-01,-3.025487968e-05,-4.047093391e-01,-1.739053614e-02,-6.633727998e-02,-6.535795983e-03,-1.194239012e-03,-8.608381450e-02,1.301273187e-05,4.111951888e-01,5.777295232e-01,-6.362892222e-03,-4.182758555e-02,-8.160474896e-02,-3.433357924e-03,-1.187472429e-12,7.735653520e-01,-2.311980825e-05,6.958772540e-01,1.010607183e-02,-3.736763820e-02,2.133520786e-03,8.283533971e-04,-4.414194822e-02,-6.114215012e-06,-2.632285357e-01,-3.045653105e-01,4.415463191e-03,-3.382365033e-02,7.629828155e-02,2.345072804e-03,-1.779600825e-05,-3.249787092e-01,-3.160917186e-05,5.756129026e-01,-3.725447925e-03,-4.135630652e-02,-1.160628046e-03,1.008304954e-02,-2.963694744e-02,-6.070076324e-06,-2.329973876e-01,-2.898173034e-01,4.485527519e-03,-2.503464185e-02,-1.299470067e-01,-1.363654039e-03,-1.076767603e-05,-4.548966587e-01,-6.928670420e-13,-4.091610909e-01,3.150665760e-02,-5.224782228e-02,-1.019005198e-03,-5.506436341e-03,-1.035496145e-01,-2.722738645e-05,-1.996127367e-01,-2.910903096e-01,-2.703526290e-03,-1.221979409e-01,-1.066097915e-01,-8.567784680e-04,-4.199851901e-06,7.497103214e-01,2.091374154e-05,-1.717160940e-01,-1.311875880e-02,-4.454573989e-02,-2.938007005e-03,-2.183595439e-03,-7.531446218e-02,2.147476152e-05,-2.552923560e-01,-2.834337950e-01,-3.316958202e-03,-2.904968522e-02,-1.519579142e-01,-3.089194361e-04,-1.531353519e-05,-4.450093508e-01,-3.422071677e-05,-4.659888446e-01,-1.415618043e-02,-2.214827016e-02,4.560160916e-03,-4.505601246e-03,-1.928933337e-02,1.446778569e-12,3.943789005e-01,6.082980633e-01,1.360023394e-03,-3.768489137e-02,-2.906742394e-01,3.962279763e-03,-1.997282561e-05,-3.994808793e-01,9.405295714e-06,3.119798005e-02,9.948067367e-03,-2.030189149e-02,5.696771201e-03,-6.237985217e-04,-6.228389218e-02,1.711097411e-06,3.813854158e-01,4.721364379e-01,1.447730698e-03,-4.705451429e-02,-3.087843060e-01,-7.827649242e-04,-4.807583082e-06,-4.093717039e-01,2.210853745e-05,-2.343896031e-01,-7.745043375e-03,-5.934941396e-02,2.530425554e-04,1.710000448e-02,-1.312380433e-01,2.697555101e-05,-2.594418228e-01,-3.262862265e-01,7.628472988e-03,-7.633936405e-02,-3.248952627e-01,-1.647502067e-03,1.110318976e-06,-4.322019517e-01,-6.587746841e-13,-1.844052076e-01,3.737041028e-03,-7.374413311e-02,-4.241204355e-03,-1.188031584e-02,-4.522342607e-02,-1.559420184e-06,-1.721671671e-01,-1.662941426e-01,-4.258082248e-03,-4.903098568e-02,6.121293306e-01,-1.729759504e-03,5.035849881e-06,7.659354806e-01,-4.172672197e-05,-8.360945433e-02,-5.463489797e-03,-6.857321598e-03,-2.285234630e-03,-6.770196371e-03,1.095894724e-02,-4.341242857e-06,-2.432657182e-01,-2.355915606e-01,-4.887347575e-03,-5.221273750e-02,-2.614828050e-01,1.800879720e-03,-2.668308298e-05,6.923043132e-01,-1.438651715e-12,-1.339661982e-02,5.545221735e-03,-1.075468212e-02,1.386035467e-03,7.660696749e-03,-1.794639826e-01,-7.259344784e-06,-7.526047528e-02,1.415368617e-01,3.493080614e-03,-9.514398128e-02,-3.338418305e-01,1.303401194e-03,-4.750138396e-05,-4.394457340e-01,-2.653052798e-05,-3.028177023e-01,9.370648302e-03,-4.387902096e-02,5.593041424e-03,-2.889652969e-03,-1.490579695e-01,3.348567930e-07,-8.246272802e-02,-2.460006326e-01,-1.228493638e-03,-5.972807482e-02,6.299383640e-01,-2.274133265e-03,-1.411704761e-05,-2.736204267e-01,-6.011006462e-06,1.014074087e-01,-1.205519866e-02,-8.177540451e-02,-2.052782802e-03,-5.586449523e-03,-1.521078497e-01,1.243696118e-12,-1.405478716e-01,-9.907820076e-02,-1.128194854e-03,-3.012501867e-03,-3.467400074e-01,-9.813642828e-04,-5.483771929e-06,-4.543737471e-01,-5.460545708e-06,-2.563830018e-01,-2.287973184e-03,-2.381938696e-02,-5.514821038e-03,-1.315996400e-03,2.528251708e-01,-1.624948345e-05,4.843374249e-03,-5.247151479e-02,-1.256144140e-03,-1.025847532e-02,-3.167318106e-01,2.853681333e-03,-3.434398877e-06,-2.456395328e-02,-1.145831993e-05,-2.690684199e-01,-2.186085563e-03,-1.083506718e-01,4.276441410e-03,7.207342423e-03,-1.381468475e-01,-3.280681995e-05,1.458327621e-01,-3.109652735e-02,7.771118544e-04,-9.009540826e-02,-2.522847056e-01,-1.733931713e-04,-3.723647978e-06,-1.601399854e-02,1.848424290e-05,-3.598835766e-01,2.219715156e-03,-1.244392693e-01,-1.725973911e-03,-3.381891875e-03,-1.736944616e-01,-1.394010451e-05,-2.746866345e-01,-1.164522916e-01,2.210863866e-03,-1.011290997e-01,-3.210439384e-01,-6.344722351e-04,3.785480430e-06,-2.161577046e-01,-1.341018378e-05,-2.010150403e-01,-5.282433704e-03,-1.308078468e-01,-9.421315626e-04,-5.919362884e-03,2.484824806e-01,-1.209748007e-05,-1.052013859e-01,-1.432315819e-02,-4.158345051e-03,-8.626278490e-03,5.779555440e-01,-2.183798468e-03,-1.563748810e-05,-2.184323072e-01,-9.415061868e-06,3.587389290e-01,5.741199479e-03,2.033366412e-01,-2.125870436e-03,-5.904159843e-05,-1.645019799e-01,-1.479325056e-05,-5.943368003e-02,-9.419789910e-02,9.994863067e-04,-2.764103562e-02,5.410291553e-01,2.485519974e-03,-1.516906468e-05,2.024234086e-01,-1.116142630e-05,4.750667810e-01,7.162881549e-03,-9.973144531e-02,2.184298821e-03,-1.946683391e-03,-1.660610586e-01,-2.681767910e-06,-1.258920282e-01,-3.435983881e-02,1.005385187e-03,-1.355744153e-01,-3.486122489e-01,9.232084849e-04,7.234096756e-06,-2.051073909e-01,-2.900982145e-05,-5.670596361e-01,1.629425026e-02,-1.279321462e-01,3.944108903e-04,1.254789624e-02,-1.537577212e-01,-1.069987411e-05,-2.619839907e-01,-1.750125736e-01,5.365759134e-04,-5.215718970e-02,-1.630868316e-01,-2.555798506e-03,4.993157745e-06,-2.702402771e-01,-1.352704841e-12,-3.890793622e-01,-5.300884135e-03,1.973636746e-01,-3.448813222e-03,-6.792645901e-03,-1.716368645e-01,-4.842709586e-06,1.055453867e-01,-7.042102516e-02,-2.649517264e-03,5.254766904e-03,-3.415380418e-01,-9.856438264e-04,-9.750927279e-13,-2.022373974e-01,-3.089410529e-05,9.831418283e-03,-1.761465706e-02,-1.300028116e-01,2.754815214e-04,-5.886485800e-03,2.636674643e-01,-2.022634908e-05,-1.115581021e-02,2.375644818e-02,9.325112333e-04,-1.561563611e-01,5.472660810e-02,1.842354890e-03,-2.481633419e-05,-2.025203705e-01,-3.432692665e-06,-4.272147268e-02,1.489761379e-02,-1.256018281e-01,2.580269938e-03,1.056629978e-02,2.009671330e-01,-1.094841718e-05,1.716013998e-02,-3.902279586e-02,1.382479211e-03,-1.568193287e-01,-5.167612806e-02,1.046564663e-03,-9.119722563e-06,-5.240029693e-01,-7.950811778e-07,-4.546411633e-01,-2.443594858e-03,-1.087184176e-01,1.384385687e-04,-4.628114402e-03,-1.794325411e-01,-1.062283718e-05,-1.428994238e-01,-1.717303097e-01,4.611550830e-03,-1.631364524e-01,-2.174183279e-01,-1.478200080e-03,-1.803132182e-05,1.121259062e-03,-1.341508414e-05,8.942033350e-02,-7.556170691e-03,-1.215020642e-01,-2.158915624e-03,8.676018915e-04,-1.213943809e-01,9.680212543e-07,-1.457577795e-01,-1.089852378e-01,-2.064491389e-03,2.660718560e-01,-9.781205654e-02,-1.523506944e-03,2.055575355e-13,2.502388954e-01,-1.156656435e-05,-6.322719157e-02,-4.396900535e-03,1.955851167e-01,-1.207453781e-03,-8.905789815e-03,-1.278587282e-01,3.837413715e-06,-2.206922881e-02,6.366109848e-02,-4.061163869e-03,-1.212383658e-01,1.893828213e-01,1.435816870e-03,-5.117789988e-05,2.734896541e-01,-8.053992133e-06,-1.890896857e-01,3.933332337e-04,1.736813337e-01,2.513988409e-03,8.004645817e-03,4.437782243e-02,-2.326732990e-12,4.339751229e-02,3.433376318e-03,3.446913557e-03,-1.671884507e-01,-2.950305939e-01,1.454734593e-04,-4.098480349e-05,-5.260374546e-01,-1.998516609e-06,-3.318129182e-01,8.109895512e-03,-1.361949742e-01,1.030878397e-03,-2.263669856e-03,-9.377840161e-02,1.674367809e-06,-1.888901144e-01,-2.143890113e-01,-9.834674420e-04,2.544622719e-01,-1.138869300e-01,-9.570051916e-04,-2.003260488e-05,-4.064256847e-01,-4.139943849e-05,-1.488651056e-02,-8.424053900e-03,-9.461455792e-02,-1.085041557e-03,-4.588431679e-03,-9.105488658e-02,-1.628134851e-05,-2.623318508e-02,-4.155950621e-02,-1.308911480e-03,-1.761453450e-01,-9.261821955e-02,-8.366966504e-04,-1.304025682e-05,1.838510931e-01,-1.577643889e-05,6.461293250e-02,4.651980707e-04,-1.031341031e-01,-3.077976638e-03,-3.280738136e-03,-8.739245683e-02,1.260115368e-05,-1.217883453e-01,-3.584634280e-03,-1.241802005e-03,-1.581084430e-01,-3.237223625e-01,8.788721752e-04,-1.090052053e-13,-4.814415798e-02,3.419152335e-06,-4.049392045e-01,7.618637290e-03,1.914401422e-03,1.301488490e-03,3.895974020e-03,2.274199389e-02,-1.890874046e-05,-1.324401498e-01,-1.134417206e-01,1.900076983e-03,-1.486676633e-01,-2.821857929e-01,8.430131129e-04,-2.270653204e-05,-4.591064751e-01,-3.016406663e-05,-2.746103406e-01,2.625589026e-03,-4.442226142e-02,-1.143427799e-03,-3.446730087e-03,-1.009121016e-01,-1.748663976e-06,-1.006973237e-01,-1.304847896e-01,6.419505808e-04,-1.660118252e-01,1.751818955e-01,-3.105968353e-04,-7.892183930e-06,8.242265135e-02,-3.863768143e-06,2.130595297e-01,-4.542511888e-03,-6.837554276e-02,-4.329641815e-04,-3.022921970e-03,-6.001894176e-02,7.453921853e-07,-4.486060236e-03,-4.151697084e-02,-1.940387534e-03,2.626540363e-01,1.185678616e-01,-1.541808131e-03,-2.325609967e-05,-5.030529574e-02,-3.165064481e-05,-4.742647987e-03,-5.179830361e-03,-4.939036071e-02,-3.747606534e-04,4.231605853e-04,-8.963942528e-02,-3.549004305e-06,-5.592280999e-02,2.945921011e-02,-7.779482985e-04,2.005831748e-01,1.107764840e-01,1.658076420e-03,-4.678402092e-06,-1.783952415e-01,-3.493640634e-06,-2.117020488e-01,1.099116262e-02,2.574633993e-02,1.769312774e-03,5.689654965e-03,-9.105452895e-02,-2.048229544e-05,-2.166300118e-01,-1.633675396e-01,1.661203918e-03,-1.718788594e-01,-2.491953820e-01,5.127605982e-04,-1.498382790e-05,-5.920760334e-02,5.101756869e-06,-4.160272479e-01,5.426029675e-03,-9.112685919e-02,9.384477744e-04,-6.104501081e-04,-7.305215299e-02,-1.601391887e-05,2.730441093e-02,-1.509928852e-01,8.393476601e-04,-1.031471938e-01,-1.094749048e-01,-7.288150955e-04,-1.142804167e-12,3.277538344e-02,6.541758466e-06,1.127112135e-01,-5.115415435e-03,-7.435527444e-02,-2.783018164e-03,-5.583954509e-03,-2.971793711e-02,2.395608760e-07,4.862424731e-02,6.196833029e-02,-3.454495687e-03,-1.356048435e-01,-6.428763270e-02,-1.566138933e-03,9.540848623e-06,-2.702906728e-01,-6.608854619e-06,4.375966266e-02,-1.072817016e-02,-2.051430754e-02,-5.428768927e-04,-1.633304521e-03,-3.400916234e-02,-1.731096017e-05,-1.528182179e-01,-3.628230654e-03,7.980460068e-04 +thresholds = -8.405026793e-01,-1.248736024e+00,-6.339090760e-04,-2.052921191e-04,-1.900644064e+00,-1.803010819e-04,-1.884952188e+00,2.117667347e-03,-6.409435272e-01,-2.400435973e-03,-8.508196101e-03,-9.112299681e-01,-6.484820187e-05,-1.174055457e+00,-1.024120927e+00,-5.716306623e-04 +weights1 = 3.382975161e-01,2.182641812e-02,5.714454651e-01,4.452186450e-02,-7.515914738e-03,5.869403831e-04,6.621774519e-04,-1.699413406e-04,8.259279728e-01,5.947057530e-02,-2.987768676e-04,-5.124606105e-05,1.024139166e+00,4.746543616e-02,-3.196640313e-02,4.982965067e-03,2.829782665e-01,7.439725567e-03,-8.101928979e-03,1.662264811e-03,-1.697765850e-02,1.759878360e-03,4.089910388e-01,1.874769107e-02,2.899391693e-04,3.056444693e-04,6.157059669e-01,3.424169123e-02,5.039569736e-01,4.267341644e-02,-1.097518951e-02,3.204317763e-03 +biases1 = -1.064095944e-01 +weights2 = +biases2 = diff --git a/params/D00128.005.txt b/params/D00128.005.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4c9ee07b359723bf73ce54a152bd6fce848d04 --- /dev/null +++ b/params/D00128.005.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 5.451070145e-02,7.924478268e-05,6.704295427e-02,4.076013714e-02,1.298666187e-02,-6.281118840e-02,3.756878665e-03,-7.297655940e-02,1.608187705e-02,5.150252953e-02,3.545894986e-03,-1.383814514e-01,4.253907874e-02,-9.962738492e-03,-7.950595021e-02,2.366864309e-02,-2.790025622e-02,-2.236790210e-02,-6.374039501e-02,-2.303667739e-02,-1.979283802e-02,-3.835330717e-03,-2.977582067e-02,2.008839138e-02,-1.050676336e-03,-2.705268329e-03,-1.321475394e-02,7.218749728e-03,2.471417654e-03,1.120382221e-03,9.122828953e-03,-3.073759563e-02,-9.907835163e-03,1.104368735e-02,-2.260000072e-02,1.576672308e-02,7.978989743e-03,5.198621377e-02,2.920464054e-02,-8.319829404e-02,-4.214507528e-03,-5.491057876e-03,5.127350334e-03,-9.214306623e-02,-4.067740217e-02,4.173142370e-03,8.545304090e-02,2.011714317e-02,-3.869935498e-02,1.837148680e-03,-2.280838937e-01,-5.269411951e-02,-1.188014541e-02,-5.434210896e-01,-1.728993282e-02,-5.313774943e-02,-2.780776843e-02,-6.365020573e-02,-7.821730105e-04,-8.004374802e-02,-1.469693780e-01,-1.219437830e-02,-3.682865798e-01,-2.609344386e-02,8.206054918e-05,2.428419888e-02,-7.201083004e-03,1.248477399e-02,2.209552936e-02,-2.494990453e-02,3.277286515e-02,-1.892086118e-02,1.782102883e-02,2.708576154e-03,2.128267847e-02,-1.154881045e-01,-6.305101514e-02,1.480704825e-02,-1.215351894e-01,6.208599545e-03,-1.698823832e-02,-2.203766629e-02,-2.132324874e-02,-7.019475015e-05,-7.257462479e-03,3.431182727e-02,2.314253896e-02,-7.039563730e-03,-2.722979151e-02,8.431299031e-02,-3.053128719e-03,-1.065890417e-01,-6.966071669e-03,-5.145725608e-02,1.527487934e-01,-5.155310035e-03,1.312573068e-02,6.679885089e-03,-1.257798970e-01,4.572220519e-02,7.713024039e-03,-1.664162576e-01,-3.079473414e-02,-1.262678951e-01,4.518747330e-02,-5.384813249e-02,-1.560513675e-02,-6.702671200e-02,-1.494110376e-01,1.762874797e-02,-6.973601878e-02,2.571239881e-02,-1.692713983e-02,-1.980716176e-02,-9.153380990e-02,-7.596276700e-02,-3.251749650e-02,-4.024861753e-01,-3.855848312e-02,-3.801340982e-02,-5.205714703e-02,-5.457035080e-02,-8.514330722e-03,-1.426153630e-02,7.803007960e-02,2.965924097e-03,-3.137353063e-01,-3.915324062e-02,4.750727117e-02,-1.054523280e-03,-2.359132282e-02,1.881767809e-02,1.452548988e-02,-1.852743700e-02,-1.668433473e-02,1.254381705e-02,1.768143103e-02,-2.257378586e-02,5.749599542e-03,-8.413527161e-02,2.696328424e-02,1.480327919e-02,-7.688726485e-02,-1.079621818e-02,-4.192330409e-03,-1.022300404e-02,-8.108972013e-02,-2.445796132e-02,-1.130899042e-02,-2.151054442e-01,-2.534666285e-02,9.146862477e-02,-4.733106494e-02,1.313080639e-01,-1.584453508e-02,-6.702431291e-02,3.726635128e-02,-1.962783374e-02,-1.329616737e-02,-7.405588403e-03,-1.346831117e-02,2.633363008e-02,-3.371369094e-04,2.785571106e-02,2.966338955e-02,-2.809064090e-01,7.540387660e-02,-1.614897400e-01,3.550809249e-02,-5.280287936e-02,1.206731237e-02,-1.164883524e-01,3.993480001e-03,-1.329745539e-02,-1.449870467e-01,5.067620054e-02,-5.177665502e-02,-2.715572529e-02,-1.402170360e-01,-4.041042551e-02,-4.095190763e-02,-4.505836964e-02,-4.559252039e-02,-1.309129000e-01,-2.275559679e-02,-7.732030004e-02,-7.401943207e-03,-3.585489839e-02,-2.096416652e-01,2.102255588e-03,-1.178526953e-01,-4.555588588e-02,-1.561066788e-02,-8.487390354e-03,-2.127287686e-01,1.444673724e-02,6.769223604e-03,-3.319085017e-02,5.250082165e-02,-1.319947392e-01,-1.492811646e-02,-2.268109657e-02,2.627278678e-02,-5.746884272e-02,-8.419985883e-03,1.095756423e-03,6.625275314e-02,-1.520661917e-02,7.643154357e-03,-3.228613734e-02,-2.340317219e-01,-2.838491462e-02,-1.387896575e-02,-7.879308611e-02,-2.226937003e-02,1.223525703e-01,1.014219876e-02,9.483337402e-02,-1.593158580e-02,-3.939714748e-03,-4.024928436e-03,3.765220288e-03,3.654397652e-02,8.163086139e-03,1.641732641e-02,4.895448312e-02,-2.328311354e-01,5.431907251e-02,3.568901867e-02,-2.041118890e-01,8.784006350e-03,-1.026277095e-01,1.969450340e-02,-4.879345372e-02,-3.304037382e-04,-1.333920360e-01,-1.069390401e-01,1.690950245e-02,-2.311004698e-01,1.055633929e-02,-3.035411611e-02,-1.935295016e-02,4.339122772e-01,-5.863832682e-02,-3.753033280e-02,-2.429876924e-01,-5.302690342e-02,-7.590643317e-02,-3.051933460e-02,-4.242646322e-02,-1.484761294e-02,-1.094265059e-01,-2.266787551e-02,-3.710351884e-02,-2.245406955e-01,-1.636637002e-02,8.917531930e-03,2.324721543e-03,-1.196200401e-01,1.438152278e-03,2.735456266e-02,-4.527414441e-01,1.731191576e-02,6.710538268e-02,3.487953916e-02,-4.781522788e-03,7.285225671e-03,1.875866391e-02,-7.805034518e-02,6.077714637e-02,-1.439649165e-01,8.171215653e-03,3.335780650e-02,1.966199093e-02,-2.650602758e-01,-8.524229750e-03,4.027407558e-04,-4.725401998e-01,-2.563999034e-03,2.931560203e-02,-4.393217340e-02,1.642960124e-02,-2.232799539e-03,8.612792939e-03,2.575202100e-02,-4.545262456e-02,6.184749305e-02,-3.097043606e-03,-2.200970054e-02,4.493245389e-03,4.016244411e-01,4.545951635e-02,-2.506091446e-02,-4.582686424e-01,9.601341560e-03,-1.891268790e-01,1.879532263e-02,-4.527265555e-04,1.045629196e-02,-1.572310179e-01,-6.339690089e-02,2.067084052e-02,-1.128831357e-01,9.337699972e-03,-4.107791558e-02,-3.750435263e-02,-2.625022233e-01,-5.672374368e-02,-1.301237289e-02,8.227970004e-01,-3.623001650e-02,-9.792029113e-02,-2.557998337e-02,-3.207304701e-02,-2.168478258e-02,-1.741659939e-01,-2.527821623e-02,-5.144561827e-02,-1.569875032e-01,-2.746867575e-02,-3.243469074e-02,8.688881062e-03,-2.011612803e-01,4.753492773e-02,1.574465260e-02,-3.916090131e-01,5.264566094e-02,3.719447413e-03,4.416691139e-02,-5.402400345e-02,1.893187687e-02,-5.999918282e-02,-1.759791933e-02,-1.009883359e-02,-1.032203287e-01,3.737567924e-03,1.060902476e-01,-3.385564685e-02,-1.908309311e-01,-1.480370061e-03,-3.249321133e-02,-5.018953681e-01,-4.091159627e-02,-1.198251080e-02,-6.560412049e-02,6.975942105e-02,-1.032985374e-02,-1.248049177e-02,4.098672047e-02,3.800519276e-03,3.568533435e-02,-2.138382988e-03,-5.038240924e-02,4.506494850e-02,-2.416485548e-01,-4.843994603e-02,2.259958163e-02,8.240127563e-01,-1.105759013e-02,-8.624089509e-02,3.931637108e-02,7.286211941e-03,1.667622942e-03,-1.302671880e-01,-1.475273371e-01,3.149007261e-02,-2.350461483e-01,-2.875639824e-03,-4.466196522e-02,-3.158147261e-02,3.859460056e-01,-1.514759939e-02,-1.474726945e-02,-4.891911447e-01,-1.330256183e-02,-9.619552642e-02,-3.481584042e-02,-4.412674904e-02,-1.422562730e-02,-1.011408940e-01,-1.859756559e-02,-4.116671532e-02,-4.804519936e-02,-1.084597781e-02,-5.635088310e-02,2.634897642e-02,3.204687834e-01,6.089136377e-02,4.312886670e-02,-4.318690598e-01,5.038911104e-02,-9.932243824e-02,-4.424113315e-03,-1.167885121e-02,6.235601846e-03,-1.288701780e-02,3.907185420e-02,5.297514796e-02,-2.828206122e-01,5.204211175e-02,1.113254130e-01,1.512094401e-03,-2.644880712e-01,-6.561270356e-02,-4.973150790e-03,-4.456923008e-01,-1.113774255e-02,-3.156901337e-03,4.676378146e-02,9.894908965e-02,-4.365706351e-03,-5.482679233e-02,1.172462106e-01,-2.359288558e-02,-2.845892906e-01,-5.275464500e-04,-5.193672702e-02,1.148978621e-02,-1.278819591e-01,-5.295285955e-02,-2.103159670e-03,-5.060533285e-01,-5.223610438e-03,-1.113222614e-01,3.030469269e-02,-5.427156389e-02,2.138160169e-02,-1.497445256e-01,-1.484243125e-01,4.136038944e-03,-3.021591306e-01,-1.622114703e-02,-2.471227385e-02,-5.018958077e-02,-1.741226912e-01,4.031720757e-02,-4.621918499e-02,8.242771626e-01,-4.633599147e-02,2.460664324e-02,-8.871732652e-02,-5.464185029e-02,-2.838567272e-02,-8.669901639e-02,-1.502149403e-01,-4.948589578e-02,5.182423592e-01,-4.846489429e-02,-1.691269130e-02,-3.611547640e-03,9.725662880e-03,4.184504226e-02,1.231049653e-02,7.305849791e-01,2.237374708e-02,-8.346242458e-02,1.407127455e-02,-3.888730332e-02,8.880433626e-03,-1.237132819e-03,-2.669993788e-02,2.788897417e-02,-2.182055414e-01,2.348598279e-02,3.379702196e-02,-2.897169814e-02,-8.271547407e-02,-8.075221628e-02,-4.247503355e-02,-4.986068010e-01,-3.116312623e-02,-1.775112934e-03,-4.544106498e-02,1.002782881e-01,-1.855746098e-02,-1.018670052e-01,4.434036836e-02,-3.564909473e-02,-3.157734275e-01,-3.704605997e-02,-3.582990542e-02,6.514112651e-02,-1.035421267e-01,-4.911341518e-02,3.156899661e-02,-2.928089499e-01,3.394764662e-02,-1.471885443e-01,8.530859649e-02,-4.966538772e-02,2.297609299e-02,-7.649589330e-02,-1.498321742e-01,4.613235593e-02,4.967163503e-01,-2.560793236e-02,-2.774842316e-03,-4.312622920e-02,-7.068261504e-02,7.042948157e-02,-1.081771404e-02,-4.982004464e-01,-3.754162788e-02,4.214292765e-02,-7.172220945e-02,-3.329833597e-02,-1.914143004e-02,-1.243924201e-01,-9.587890469e-03,-5.420766398e-02,-3.145790994e-01,2.491187304e-02,1.264959341e-03,1.057368517e-02,6.123206764e-02,6.211000960e-03,-8.370608091e-03,-1.168700214e-02,1.249411330e-02,-1.782882661e-01,1.831438392e-02,-6.220567971e-02,8.269074373e-03,-3.705662116e-02,-1.414722204e-01,6.968685985e-02,-2.803818583e-01,-2.946959622e-02,2.057946101e-02,2.839093329e-03,-1.599414498e-01,1.121892780e-02,-2.512907796e-02,-1.550229937e-01,-2.752823569e-02,-1.684753597e-01,-1.516238227e-02,8.972046524e-02,-1.492892206e-02,-1.040904075e-01,-1.336547732e-01,1.364729647e-02,-2.671878636e-01,-3.094613925e-02,-2.680512890e-02,-7.042856421e-03,-8.301584423e-02,1.512836292e-02,-3.524226695e-02,-2.640826106e-01,2.335794969e-03,-1.849667728e-01,-9.286526591e-03,-3.997727484e-02,1.253474317e-02,-2.123781145e-01,-1.628578305e-01,-2.332527190e-02,-2.892825603e-01,-3.591074422e-02,-1.607043110e-02,-1.676033810e-02,-6.461714953e-02,-5.106985942e-02,5.984705314e-02,-1.268952042e-01,5.798671627e-04,3.418060243e-01,-1.006435137e-02,-9.033069946e-03,-9.449176490e-03,4.919105023e-02,2.953732908e-01,-7.701512426e-02,4.846878052e-01,8.373707533e-02,-1.921771839e-02,3.423800459e-03,-5.880605057e-02,1.407982130e-02,-7.476000581e-03,8.445938677e-02,2.822330920e-03,-1.116809174e-01,2.464877069e-02,-2.838653140e-02,8.957317099e-03,-3.246981502e-01,-6.377947330e-02,6.655951589e-02,4.396708608e-01,2.472756803e-02,1.323733106e-02,-3.092604131e-02,-2.022973746e-01,-5.592761561e-02,-2.722050995e-02,-3.408828676e-01,-5.451910943e-02,-1.878792197e-01,-4.174602404e-02,3.815985983e-03,-1.736979559e-02,-3.180869520e-01,-1.483287960e-01,-4.145471007e-02,-2.617253959e-01,-1.472875290e-02,-2.732061082e-03,-1.867367327e-02,-4.209595174e-02,1.119040772e-01,-2.988186479e-02,-1.900321394e-01,-1.723326743e-02,3.219721913e-01,-3.213295946e-03,-5.315517262e-02,-1.064627990e-02,-3.179842532e-01,2.637227178e-01,-3.482632572e-03,-2.229960114e-01,9.983524680e-03,-1.306303684e-02,3.507668525e-02,5.887866765e-02,-8.809693903e-02,5.497993529e-02,-1.120524481e-01,5.524827540e-02,-2.130097300e-01,4.034578800e-03,5.772120506e-02,1.332011633e-02,6.564214230e-01,-1.934946477e-01,-3.724434227e-02,-3.059681058e-01,-3.331271932e-02,-2.728074417e-02,1.587198488e-02,7.869178057e-02,3.218073398e-02,4.146494437e-03,-2.782516479e-01,6.475568749e-03,-1.679739952e-01,6.047972664e-02,-5.137310922e-02,1.757458202e-03,-3.086438775e-01,-1.489901841e-01,4.191493616e-02,-1.479480118e-01,4.407922179e-02,3.327006847e-02,-5.124517530e-02,-2.163801789e-01,-5.105640367e-02,-9.602124803e-03,-5.471472144e-01,-2.187946439e-02,-1.729202867e-01,-5.517920107e-02,2.147195488e-02,-2.053155191e-02,-3.331374526e-01,-9.901459515e-02,-6.123443320e-02,1.015129238e-01,1.041646022e-02,-1.501597813e-03,-2.814606391e-02,-2.799081504e-01,4.988825694e-02,-1.982458681e-02,-2.926426828e-01,-2.926558815e-02,-1.842424572e-01,-1.031758264e-02,4.906074703e-02,-1.150287688e-02,6.781669855e-01,-1.740888059e-01,-2.136498690e-02,-1.224232540e-01,-7.409018581e-04,-2.610308304e-02,5.257963017e-02,1.707859337e-01,-4.900934920e-02,1.705688424e-02,5.598132610e-01,3.113642521e-02,3.346334398e-01,-1.186076179e-02,-4.066042975e-02,2.395569533e-02,-3.396545947e-01,2.790323496e-01,2.533484064e-02,-1.841340512e-01,-6.672675163e-02,-6.509552244e-03,2.231042832e-02,6.484448910e-02,3.421763703e-02,5.355582573e-03,6.607175469e-01,3.241363214e-03,1.880318522e-01,5.427540280e-03,-3.454073519e-02,-4.986915737e-03,-3.198653162e-01,1.784413755e-01,3.891360387e-02,3.607008457e-01,8.640121669e-03,3.711114451e-02,2.692397684e-03,-1.616270393e-01,-5.047827587e-02,1.433401648e-02,-6.268885136e-01,-1.276145689e-02,-1.534903049e-01,-3.247521445e-02,1.476023905e-02,-2.164354175e-02,-3.337420523e-01,-1.112980694e-01,-4.682902619e-02,-1.802104264e-01,-3.136275709e-02,-8.075532387e-04,-1.901861653e-02,-8.652970940e-02,-1.459856052e-02,2.215435961e-03,-5.410223007e-01,-4.243073985e-02,-1.056553274e-01,-3.028907999e-02,5.521243066e-02,-1.469838782e-03,-3.211510181e-01,-7.118112594e-02,-9.758276865e-03,-3.767056763e-01,3.541200235e-02,-5.259456113e-02,-1.717525162e-02,-6.345403194e-02,1.296039391e-02,-3.019887395e-02,-5.360548198e-02,3.844684362e-02,-1.186463907e-01,4.161586985e-02,-5.735367537e-02,2.215057425e-02,6.692576408e-01,-1.371816248e-01,2.864032984e-03,-1.560646594e-01,-2.616895735e-02,-3.262447566e-02,1.541807130e-02,-8.166072518e-02,4.047573893e-04,1.995713636e-02,-1.857525557e-01,-1.173012424e-02,2.199262828e-01,-3.166226298e-02,-4.030089825e-02,1.106254663e-02,6.549959183e-01,-5.783907697e-02,5.344391614e-02,-3.041408062e-01,4.365349561e-02,4.161937162e-02,-4.214908183e-02,-2.292406261e-01,-5.411790311e-02,-3.844547644e-02,-3.428875506e-01,-3.110235929e-02,-1.883010417e-01,-6.658370793e-02,6.566336751e-02,-4.159460776e-03,-3.508702517e-01,1.117423177e-02,-5.119696725e-03,-3.512423337e-01,-4.463158920e-02,4.260018468e-03,3.185959905e-02,2.311668918e-02,4.049412534e-02,2.276348323e-02,3.711181507e-02,-2.082659863e-02,-1.251424253e-01,-4.529018886e-03,5.659980234e-03,-2.371535404e-03,-2.665845752e-01,-7.510662824e-02,3.298768774e-03,1.182386354e-01,-1.628261246e-02,-3.585334495e-02,-1.484501548e-02,4.038122669e-02,-5.103811156e-03,-1.502076816e-02,-6.750071794e-02,5.044696853e-02,-9.747451544e-02,8.613704145e-02,-5.398809165e-02,-9.680103511e-03,-3.416002393e-01,-2.034376003e-02,-6.743878871e-02,1.842015684e-01,2.904503839e-03,-5.287680030e-02,8.480141871e-03,-1.737185568e-01,3.360735998e-02,3.981481772e-03,-2.671865523e-01,8.296970278e-03,-6.292954087e-02,-1.484531816e-02,-1.452929340e-02,9.785818867e-03,8.773212880e-02,8.957961202e-02,1.926399395e-02,1.399774402e-01,-7.404682692e-03,8.746884763e-02,-1.105917059e-02,-1.336179674e-01,-4.283912852e-02,-1.879734360e-02,-1.692820042e-01,2.991426038e-03,-5.692985281e-02,2.810822055e-02,8.444108069e-02,-1.030961610e-02,-1.209187955e-01,-4.071927443e-02,-5.319499597e-02,-4.352903068e-01,-1.646330580e-02,-3.017525561e-02,-7.709766272e-03,-6.738055963e-03,8.881376125e-03,-3.503342858e-03,-3.612698615e-02,-2.966590226e-03,-8.894827962e-02,-1.959386840e-02,-2.519056574e-02,3.666614182e-03,-1.617794037e-01,-1.018569991e-01,1.969463890e-03,-2.509804070e-01,-7.357471157e-03,-2.782877535e-02,-1.063673757e-03,6.755230576e-02,-1.845511794e-02,1.048302185e-02,-8.690284193e-02,-1.999061741e-02,1.917322353e-02,-1.101739332e-02,-6.417950988e-02,-7.954598404e-03,-1.085991710e-01,-8.929358423e-02,1.750269718e-02,1.935665309e-01,1.791227236e-02,-4.516603425e-02,-1.258702367e-03,-6.257161498e-02,1.375211310e-02,-3.148909658e-03,-3.944679201e-01,-2.304860204e-02,-1.303202957e-01,-9.139793925e-03,-3.822496906e-02,-3.667852841e-03,7.539130747e-02,-4.882328212e-02,-1.530252211e-02,-2.826818228e-01,2.622766886e-03,6.129822508e-02,-3.037526831e-02,-8.592883497e-02,-4.828401282e-02,-1.328802295e-02,1.851821505e-02,-1.438536914e-03,9.306924790e-02,-2.885202132e-02,8.661470562e-02,-1.167216804e-02,-1.423630267e-01,-9.216629714e-02,-5.970809981e-02,-1.524888575e-01,4.113981850e-04,-2.604865655e-02,5.707653239e-03,2.536028624e-01,2.546449006e-02,1.809376851e-02,7.051394880e-02,3.264868259e-02,-1.688703597e-01,5.572593212e-02,-2.724015899e-02,5.557304714e-03,-7.402453572e-02,-7.398329908e-04,-1.714378037e-02,1.711740494e-01,-1.496361336e-03,-1.166932657e-02,1.531935576e-02,-3.519354761e-01,-9.708107449e-03,-1.098386012e-02,-2.525050342e-01,-2.221786231e-02,1.744791307e-02,-3.345509619e-02,-4.194162041e-02,5.123349838e-03,-1.616399586e-01,1.043119555e-04,7.712896168e-02,-8.697684854e-02,-1.588931493e-02,-2.130173333e-02,2.202692442e-02,-4.255751073e-01,2.503084950e-03,1.675345562e-02,-2.757083476e-01,-7.275797892e-03,5.084463581e-02,4.544578958e-03,-1.325000636e-02,3.959438764e-03,-2.240251154e-01,7.066509128e-02,-2.622110536e-03,-1.298344731e-01,3.208896518e-02,8.706258959e-04,-3.734283149e-02,1.576262712e-01,-2.860154025e-02,-2.280333778e-03,-9.997543693e-02,-4.500560090e-02,-5.632381886e-02,-3.251171112e-02,2.529501170e-02,-1.663269848e-02,-1.722811162e-01,-1.280433238e-01,-4.032695666e-02,2.649021894e-02,-1.547564380e-02,2.122168429e-02,-7.646908052e-03,-2.002284825e-01,3.741473483e-04,-4.973122384e-03,2.037385479e-02,6.216775998e-02,-2.550238371e-01,4.741211236e-02,-2.875881270e-02,5.744322203e-03,4.885666072e-02,-1.730672419e-01,-2.200454101e-02,-1.342472434e-01,-3.027600702e-03,-2.340006270e-02,1.192937046e-02,2.234324515e-01,7.789596450e-03,-1.984928362e-02,-2.041681260e-01,-2.299680747e-02,7.075927407e-02,-3.575941920e-02,-3.316733986e-03,2.411663532e-03,4.306737706e-02,8.870740235e-02,4.973427579e-02,-1.139480770e-01,-2.626855485e-02 +thresholds = -8.811859041e-02,-4.350936785e-02,-9.857004881e-01,-7.221975178e-02,-3.798153251e-02,-2.236370087e+00,-5.150384083e-02,-7.590247393e-01,-6.584528834e-02,-8.207794279e-02,-2.076855302e-02,-1.214647889e+00,-5.681076646e-01,-6.168915331e-02,-1.410110354e+00,-5.128495768e-02 +weights1 = 1.581603140e-01,1.143626170e-03,-7.203827053e-02,1.061465032e-02,7.529324293e-01,2.627354860e-02,-1.004815996e-01,2.907794341e-02,-7.972699404e-02,1.157046482e-02,1.469696879e+00,3.878514841e-02,-1.062003896e-01,1.948916353e-02,5.526062250e-01,1.417624764e-02,-1.040757969e-01,1.891609468e-02,2.164788544e-01,1.153409854e-02,-3.456348181e-02,2.251077676e-03,7.202363014e-01,3.722384945e-02,4.292728603e-01,1.095279399e-02,-1.078179553e-01,7.997213863e-03,1.060446382e+00,2.378578857e-02,-8.365676552e-02,1.246956550e-02 +biases1 = -8.661052585e-02 +weights2 = +biases2 = diff --git a/params/D00128.006.txt b/params/D00128.006.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f59b4565e7c4f6d64c6ac7b37c4d83f9f9db70b --- /dev/null +++ b/params/D00128.006.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -6.021152809e-02,8.318368345e-03,1.375153475e-02,-8.646080270e-03,-7.966785878e-02,2.219151892e-02,-7.737219334e-02,-8.796393522e-04,-2.459323406e-02,-3.920483589e-02,-1.399036031e-02,-3.979823366e-02,7.492753118e-02,-3.881779313e-02,-4.574087262e-02,-6.461140513e-02,-5.245601758e-03,-4.411743023e-03,-6.127224863e-02,-7.170293480e-03,1.992832497e-02,-1.973778754e-02,3.869826719e-02,-1.317032892e-02,-1.873760857e-02,7.227107137e-02,-4.651040956e-02,-7.711110264e-02,-4.476410896e-02,-2.013592981e-02,1.094351243e-02,-5.588624161e-03,5.856573209e-02,-7.988980971e-03,-6.139209494e-02,-7.879717648e-02,6.131443754e-02,-1.366356388e-02,-6.323792785e-02,-5.278107524e-02,-2.792471088e-02,-3.967958316e-02,-3.320961446e-02,-8.080533147e-02,2.225918695e-02,-6.665788591e-02,1.727457903e-02,4.163942114e-02,-3.163380548e-02,-6.319990754e-02,3.942772374e-02,9.988216683e-03,-3.938093036e-02,-1.282666717e-02,-4.360552877e-02,1.057358645e-02,5.119686201e-02,-2.123370767e-02,4.021556303e-02,1.488261223e-01,-9.809190780e-02,7.816410810e-02,-2.853208035e-02,-1.061483938e-02,9.943887591e-03,1.821520180e-02,-6.399554759e-02,-1.238878258e-02,2.626095340e-02,-5.326431710e-03,-2.329289168e-02,-3.045029752e-02,-3.363445401e-02,-3.149797022e-02,3.828767687e-02,-3.815637529e-02,-1.153068431e-02,-7.526718825e-02,4.361286014e-02,-9.822232649e-03,-1.975632459e-02,8.765354753e-03,-2.344894595e-02,4.549999721e-03,2.911716886e-02,1.839514263e-02,2.580122277e-02,-7.792729884e-03,2.837239020e-02,5.298811570e-02,-8.748863824e-03,1.793370117e-03,4.532928392e-02,-2.211554348e-02,-3.236617893e-02,-8.184856176e-02,4.332276434e-02,-1.927433722e-02,-1.265376210e-01,-1.143768057e-01,2.715425007e-02,1.734798192e-03,-1.110904440e-01,-4.274175316e-02,-2.771607600e-02,2.247877792e-02,-5.013840273e-02,-4.739188030e-02,-1.075044647e-02,-6.192898378e-02,1.933259703e-02,1.083744541e-01,-7.544510067e-02,-7.566210628e-02,1.446344852e-01,3.313805908e-02,-1.224062666e-01,-3.660067171e-02,-3.841787949e-02,2.744372748e-02,9.864915162e-03,-7.251188904e-02,-3.324548528e-02,3.777496144e-02,-7.236111164e-02,1.108841822e-01,-7.632716000e-02,-5.490964279e-02,-4.990723357e-02,2.475266345e-02,-3.692570329e-02,-3.940242168e-04,-3.422447294e-02,-5.359846167e-03,-5.646058358e-03,-1.234216895e-02,-3.073925897e-02,-1.587097347e-02,2.338453010e-02,-2.809468471e-02,-6.119737029e-02,-7.829476148e-02,8.261025883e-03,-5.369194970e-02,-3.897937387e-02,-6.241288036e-02,-1.210709438e-01,-1.889990270e-02,1.151935831e-01,4.338232335e-03,-5.038791150e-02,-5.293468758e-02,3.045658581e-02,-1.347490586e-02,-7.792699337e-02,-1.775030233e-02,1.870477013e-02,6.631034613e-02,4.255846515e-02,-4.822595045e-02,1.077837646e-01,3.872699663e-02,1.539225727e-01,-4.955619201e-02,-7.249581069e-02,-6.119774655e-03,-7.425112277e-02,-1.569865830e-02,-4.267061874e-02,1.037006080e-02,1.526969671e-02,-8.977346122e-03,6.638351083e-02,-1.118368357e-01,-1.659559086e-02,8.822701871e-02,-5.582372844e-02,-7.124022394e-02,-6.445144862e-02,-1.678006165e-02,-4.881117120e-02,-1.787194237e-02,-1.546956040e-02,2.731225081e-02,2.074763365e-02,-1.085725706e-02,-1.282772981e-02,6.541174836e-03,-7.397596538e-02,7.587984949e-02,-7.910646498e-02,-2.629751712e-02,-8.376485109e-02,-7.691245526e-02,9.274853393e-03,-1.114253886e-02,1.641044207e-02,2.659200924e-03,-1.096872892e-02,-2.982083708e-02,-5.819021259e-03,-5.071627349e-02,1.541111432e-02,-4.295659810e-02,8.157873154e-02,-3.202559426e-02,-2.673044801e-02,7.928232849e-02,1.351547614e-02,-5.816478282e-02,-1.142771989e-01,1.908096671e-02,-6.326217670e-03,-2.511789091e-03,-2.360188589e-02,-6.643678248e-02,2.178893052e-02,8.370163850e-03,-5.971271545e-02,-2.526986413e-03,-4.031194374e-02,3.030873463e-02,2.351548150e-02,-5.030117929e-02,1.373378932e-01,1.503496915e-01,-1.424390525e-01,-1.045767367e-01,-4.706842080e-02,-1.060772780e-02,-4.440172762e-02,-4.809643328e-02,-1.327553019e-02,5.281902105e-02,-2.117981389e-02,-1.074050069e-01,8.193951100e-03,-2.032336406e-02,-5.508849397e-03,9.612117708e-02,-1.071501970e-01,-8.435036987e-02,1.772173643e-01,8.068503812e-03,-3.204194829e-03,-1.157240942e-02,-6.499078870e-02,8.687780052e-02,-2.346162684e-02,-4.081829265e-02,9.989647195e-03,1.065626293e-01,-9.890650958e-02,-2.753009088e-02,-3.925651684e-02,-1.618875712e-01,-1.488832198e-02,7.483041286e-02,1.862069070e-01,3.701397404e-02,-1.144415291e-04,-1.700603054e-03,1.960771903e-02,5.515839159e-02,-1.550512575e-02,-3.147153929e-02,9.931305051e-02,1.996969245e-02,6.160810124e-03,-1.815489493e-02,1.369185932e-02,-5.729819089e-02,-5.757002532e-02,-9.874932468e-02,-7.471790165e-02,-4.518861324e-02,4.950648174e-02,4.974293988e-04,-7.730760844e-04,-4.543634504e-02,2.247451618e-02,1.677237102e-03,-4.931842163e-02,-1.639105193e-02,3.241069242e-02,-2.583642118e-02,6.774536334e-03,1.477497816e-01,1.856280714e-01,9.196878970e-02,-1.110920906e-01,-8.415225148e-02,9.666484781e-03,3.104655538e-03,-1.189417019e-01,-6.093278527e-02,-3.309182823e-02,4.981119558e-02,-5.206917599e-02,-1.927009225e-02,-1.436507981e-02,-2.125546150e-02,-6.945217028e-03,-3.811839595e-02,-1.506507248e-01,-1.367254555e-01,-6.641657650e-02,5.471949931e-03,-9.914541245e-02,-2.293661796e-02,-4.625585675e-02,-5.575213581e-03,3.897677874e-03,-4.982946813e-02,-5.474273115e-02,-3.162113577e-02,-7.331614196e-02,1.770607196e-02,-6.109168008e-02,-9.108468145e-02,-1.253335085e-02,-5.942362919e-02,2.611029334e-02,1.310664415e-02,-2.729082480e-02,5.284918472e-03,-2.280613966e-02,5.056504533e-02,-9.701952338e-03,2.235748619e-02,-2.684955113e-02,1.617966779e-02,-1.169001800e-03,-4.497791175e-03,4.099447280e-02,-1.399531215e-02,1.646951586e-01,1.644139141e-01,-8.380454034e-02,-7.365411520e-02,2.025179099e-03,-4.473168030e-02,-3.905592859e-02,-6.933604926e-02,4.249261320e-02,-5.704908818e-02,-6.821231544e-02,-7.719647838e-04,2.513331547e-02,3.463767096e-02,-1.761786081e-02,-6.643383950e-02,-3.316350654e-02,-7.573267072e-02,-4.566094652e-02,-8.149469644e-02,-1.176921465e-02,4.163338244e-02,-4.248483106e-02,-5.859465897e-02,-3.385623172e-02,3.115231730e-02,-4.150504991e-02,-1.042859256e-01,-1.423368976e-02,-6.267915666e-02,1.206803415e-02,9.556784481e-02,-1.560006291e-01,-9.772242606e-02,3.597823158e-02,5.811653659e-02,-5.724209361e-03,-2.411499433e-02,-4.264819622e-02,2.282867208e-02,-2.030515298e-02,-2.493930422e-02,8.264286816e-02,4.015893489e-02,-5.668234453e-02,-1.828089543e-02,-8.393149078e-02,-5.219120532e-02,-8.180022240e-03,-1.578060538e-02,2.075741254e-02,-6.517197937e-02,5.475101992e-03,-3.991816938e-02,-1.584852338e-01,-2.800811641e-02,-2.166196518e-02,-1.580566354e-02,8.002800867e-03,-1.244509034e-02,-3.135598497e-03,1.684106514e-02,-9.565410204e-03,2.496430278e-02,6.854604185e-02,4.647536576e-02,-7.290658355e-02,-9.369169921e-02,-2.189579979e-02,1.820357889e-02,-9.539630264e-02,-3.731144965e-02,-4.158958618e-04,-4.629041255e-02,-4.839514568e-02,-2.552013099e-02,-1.032052562e-02,-3.706517816e-02,1.866427436e-02,-3.335350007e-02,-1.054249424e-02,1.601508702e-03,-5.713441223e-02,-1.486348212e-01,2.820471069e-03,4.883528501e-02,-1.482778341e-01,-5.149660259e-02,-3.436205164e-02,1.079490036e-01,-8.542036265e-02,-3.295565397e-02,2.849074081e-03,-1.123938411e-01,3.387910500e-02,1.146769598e-01,-8.961895853e-02,-9.926699102e-02,4.148372263e-02,2.219099998e-01,-2.633634023e-02,-4.866550118e-02,2.580123842e-01,6.271276623e-02,3.411804140e-02,-7.461611927e-02,6.793694943e-02,2.086251415e-02,-3.925425932e-02,8.591190726e-02,-8.891420066e-02,-1.460431963e-01,-6.788292527e-02,-8.753708005e-02,-1.014810205e-01,-5.807125941e-02,1.784100942e-02,6.605558097e-02,-1.023995802e-01,-2.017506398e-02,1.580770360e-03,-8.720839769e-02,-3.714981675e-02,-5.162205175e-02,2.581487782e-02,-3.386566415e-02,-3.404046968e-02,-9.187011421e-02,5.431644246e-02,4.742851108e-02,-1.024444494e-02,-1.017380729e-01,-1.783419400e-02,-1.142123598e-03,-8.825101703e-02,4.310842138e-03,4.836593568e-02,1.859463938e-02,5.058753770e-03,-3.610343486e-02,-5.471456796e-02,-1.190927811e-02,4.378399998e-02,1.126356050e-01,3.658923879e-02,5.890551955e-03,-5.706719682e-02,1.515457630e-01,6.353720278e-02,-2.048211545e-02,2.068787515e-01,-8.797328919e-02,-3.887728974e-02,7.484139502e-02,2.043441311e-02,-8.057258278e-02,3.190561384e-02,1.154092420e-02,1.526632905e-02,1.906127483e-02,-6.029502302e-02,-3.552472219e-02,1.030222848e-01,-7.978266478e-02,-1.033234596e-01,-6.578402221e-02,-1.612608135e-01,5.116068572e-02,-3.054246679e-02,-3.469593823e-02,-4.349602386e-02,1.212149560e-01,-5.156347156e-02,-1.150682662e-02,-7.020348310e-02,-7.701860368e-02,1.121184602e-02,-3.676417097e-02,7.198044658e-02,-5.085963756e-02,-2.383678593e-02,-3.414962813e-02,-1.361823082e-01,-2.407162823e-02,-1.018791366e-02,-3.382334113e-02,-3.759409115e-02,-3.585832939e-02,-8.383325487e-02,-1.951823197e-02,-1.148530398e-03,-4.906225018e-03,-3.577104211e-02,-6.522409618e-02,-5.663345009e-02,-6.673245132e-02,3.482575342e-02,7.464542985e-02,-1.067751050e-01,2.186316252e-02,-2.451349795e-02,5.109540373e-02,-4.355097935e-02,1.090816855e-01,-8.382788301e-02,-1.424598601e-02,2.197816595e-02,2.622437105e-02,6.657883525e-02,9.668021649e-02,-1.226776019e-01,-1.477574110e-01,-6.021497305e-03,-3.042097203e-02,-1.498187631e-01,-1.264752448e-01,-1.594940387e-02,1.070987284e-01,-7.260793447e-02,-5.594627187e-02,2.303717732e-01,-1.475276351e-01,3.185389936e-02,-2.856788225e-02,-8.201105148e-02,-6.445945054e-02,4.127191007e-02,1.797529757e-01,-4.428905994e-02,-3.130393103e-02,2.459101677e-01,7.176343352e-02,3.003718331e-02,-1.559028178e-01,1.004907042e-01,-6.459382921e-02,-1.111011058e-01,1.352225095e-01,-9.958103299e-02,-2.995555848e-02,-6.554925442e-02,-4.567792267e-02,-1.150667388e-02,1.494552642e-01,-4.298787564e-02,-2.758228220e-02,2.354004532e-01,-6.321412046e-03,4.733760841e-03,-8.291869611e-02,1.885739341e-02,-7.555031218e-03,-2.845498174e-02,9.699064493e-02,-7.011606358e-04,-4.077216610e-02,2.088789456e-02,-3.582146484e-03,1.064484939e-02,-7.978868484e-02,-4.648900777e-02,-5.143972579e-03,-1.106519699e-01,1.465380378e-02,-1.399394032e-02,1.694050431e-01,9.732319042e-03,-3.971526772e-02,-1.402025577e-03,-6.826212257e-02,4.455558024e-03,-5.197493359e-02,2.645545080e-02,6.748403609e-02,-8.992353827e-02,-7.545958459e-02,7.068274170e-02,6.249074265e-02,-1.178836152e-01,-1.373062581e-01,1.442768378e-03,-5.009479076e-02,-5.692797527e-02,-3.078664094e-02,1.798770279e-01,-5.579384044e-02,5.255286768e-02,8.198619634e-02,-1.917266473e-02,-8.587900549e-02,2.347180992e-02,-7.860959321e-02,-1.869738661e-02,-4.851553962e-02,-1.496982127e-01,7.249977440e-02,-1.315672789e-02,-6.610938907e-02,-2.539003082e-02,2.959604189e-02,-1.978653520e-01,-2.041957341e-02,-1.039657295e-01,-2.843918279e-02,-4.555174336e-02,-5.516902730e-02,4.567635711e-03,4.950119555e-02,-1.262248494e-02,-2.558987588e-02,2.277816879e-03,2.027367428e-02,-3.549784049e-02,-1.279156469e-02,-1.134973019e-02,4.697721079e-02,-1.114770770e-01,4.429575056e-02,-4.281018337e-04,-5.973051861e-02,-1.323027536e-02,-2.332096361e-02,-9.394086152e-02,-7.030250132e-02,2.878991421e-03,2.960145287e-02,-5.224066973e-02,-4.365749657e-02,2.725800313e-02,-4.875924811e-02,-1.636616699e-02,-2.385801077e-02,1.830385923e-01,-7.504594326e-02,1.265319809e-02,3.439008072e-02,6.629028171e-02,2.022067830e-02,-5.229725316e-02,-2.344983071e-02,8.216118068e-02,1.891737804e-02,-8.324413002e-02,-4.646810889e-02,-6.467410177e-02,1.108919382e-01,-4.050700739e-02,-9.080153704e-02,-1.850290969e-02,-1.185303181e-01,9.344590828e-03,3.148419037e-02,-4.762660712e-02,-1.128658000e-02,7.263861597e-02,-3.818267584e-02,-1.147820875e-01,-4.361210018e-02,-1.208241750e-02,1.302054152e-02,5.161852762e-02,-7.838678360e-02,1.134327333e-02,1.772730239e-02,-1.007421538e-01,1.013933048e-01,-6.582992524e-02,-4.435052723e-02,-4.073606059e-02,-3.265778348e-02,2.391036414e-02,7.083385717e-03,4.500548821e-03,-3.986847773e-02,4.542875569e-03,4.488005862e-02,4.908299819e-02,-6.945767254e-02,1.981104538e-02,-4.069022462e-02,7.314655930e-02,-3.330130130e-02,1.494448259e-02,-3.278931230e-02,-5.252189003e-04,-3.543338180e-02,1.188801136e-02,-6.944542378e-02,5.518583208e-02,-2.557689324e-02,-1.031028256e-01,-2.343520522e-02,4.493978806e-03,4.359666631e-02,-1.370296255e-02,4.340910818e-03,-2.989630215e-02,-9.599164128e-02,-3.203454614e-02,-3.392403712e-03,5.344571173e-02,-7.388207596e-03,-4.061177000e-02,-5.027590320e-02,-2.891036496e-02,6.772295386e-02,-5.633584410e-02,-1.718727797e-01,-3.543013334e-02,3.740053624e-02,-9.195872396e-02,-8.258229494e-02,-1.741302258e-04,9.500707686e-02,7.290425152e-02,1.456512325e-02,-5.063033476e-02,7.101097610e-03,-6.217447668e-02,2.510217763e-02,-7.035540044e-02,-2.486946248e-02,7.699367590e-03,9.383472055e-02,-4.140071198e-02,-4.101747274e-02,2.986488864e-02,6.927550584e-02,-8.993352950e-02,-1.545932703e-02,-1.048372388e-01,-1.609665155e-02,-2.767156996e-02,-1.470713038e-02,-5.906860158e-02,-2.643712796e-02,-3.813517839e-02,-2.309267223e-02,-5.221901461e-02,-5.261893198e-02,-1.636550645e-03,-5.588872358e-02,1.295768935e-02,4.276403040e-02,3.090840066e-03,-1.832260191e-02,-9.051929414e-02,2.131777629e-02,-1.520018093e-03,-4.678611830e-02,-6.908874959e-02,-1.099750325e-01,-6.552289426e-02,8.702232502e-03,-1.207592860e-01,-4.423157871e-02,-1.225272566e-02,-1.304678153e-02,-5.649487302e-02,2.178361174e-03,-1.365993172e-02,-5.123155192e-02,-2.720411494e-02,-8.381190896e-02,2.903844044e-02,2.851690352e-02,-8.142860979e-02,-5.447908491e-02,1.035036668e-01,2.752183750e-02,-1.030990407e-01,9.804952890e-02,-2.035362460e-02,5.748564005e-02,-4.097769037e-02,-8.279284090e-02,6.377538294e-02,-1.290281266e-01,1.895068288e-01,7.037522644e-02,-3.640391305e-02,-3.418785334e-02,1.450943649e-01,1.023955643e-01,-3.689145669e-02,-3.444325179e-02,1.318810433e-01,-5.711900443e-02,9.937656112e-03,-1.524968073e-02,2.999486215e-02,-8.311805315e-03,-9.993583709e-02,1.491551250e-01,-1.157303303e-01,-4.592402652e-02,2.931835130e-03,1.103680022e-02,1.889987104e-02,3.833008558e-02,-1.576732099e-01,5.901433062e-03,1.021098271e-01,-5.513817072e-02,4.174720962e-03,-3.553765640e-02,-2.285230719e-02,4.717795923e-02,-2.105159685e-02,1.279748231e-01,4.598116875e-02,-2.539726906e-02,-2.433124743e-02,-1.907025278e-02,-5.393863097e-02,-1.059849858e-01,-6.973423064e-03,7.522567175e-03,-1.567360908e-01,-9.078349173e-02,-5.666841753e-03,-1.156426035e-02,-6.738398690e-03,-1.603139937e-02,-7.256755605e-03,-3.551789746e-02,-2.618839033e-02,2.579324134e-02,6.012139842e-02,2.367695421e-02,-2.447531745e-02,-6.020824611e-02,2.238548696e-01,-4.431812093e-03,-1.321098357e-01,-1.227563396e-01,-1.222630590e-02,3.743071109e-02,-8.155383915e-02,-9.688322991e-02,3.303914890e-02,-1.140063405e-01,9.858634323e-02,8.761145000e-05,-7.703926414e-02,-8.356907964e-02,-8.438472636e-03,4.245492071e-02,-9.835737944e-02,-3.011751920e-02,3.957236931e-02,2.114034891e-01,-1.018247474e-02,-1.949070767e-02,5.607901886e-02,1.596474834e-02,-5.443404987e-02,-2.524404228e-02,-1.660364121e-01,-3.536649793e-02,-4.082937166e-02,-2.043516561e-02,-1.389519870e-02,-9.483945323e-04,-7.054664940e-02,-2.679178491e-02,4.757060856e-02,2.284791507e-02,8.817684837e-03,-2.525079995e-02,5.306953192e-02,2.892920189e-02,1.831017435e-02,6.062448397e-02,-9.232115746e-02,-1.404060051e-02,-3.441421315e-02,8.008672856e-03,-7.120490819e-02,-5.838922784e-02,5.898687616e-02,-2.435012907e-02,-1.448494643e-01,1.042272151e-01,-3.067891113e-02,-2.407687018e-03,2.511591185e-03,-5.890348181e-02,-5.710144062e-03,-7.571047544e-02,2.210161090e-01,-4.191651568e-02,6.250923872e-02,-1.824291237e-02,-4.376254976e-02,-4.547140002e-02,1.626359969e-01,3.496443108e-02,-3.049406037e-02,-1.414122432e-01,-3.896499425e-02,2.732629515e-02,-7.574735582e-02,3.908005357e-02,4.104008153e-02,-6.774989516e-02,-5.554923043e-02,2.149448730e-02,-2.446277626e-02,-4.036578536e-02,6.174058840e-02,1.963091455e-02,-1.896686554e-01,-4.676130600e-03,-1.802519523e-02,-4.217959568e-02,4.013746977e-02,-2.888048068e-02,-3.463050723e-02,-5.810335651e-02,-1.025347188e-01,3.410453349e-02,-1.197385713e-01,-2.251158236e-03,-5.907919724e-03,-5.049922690e-02,6.483103335e-02,-2.426483668e-02,-9.088936448e-02,-2.127701230e-02,-5.380089208e-02,2.679860964e-02,3.021782637e-02,-3.862586617e-02,1.574706100e-02,5.438515171e-02,-1.274026465e-02,-3.305580094e-02,-3.751502186e-02,-5.622796342e-02,2.915106947e-03,3.107849136e-02,-2.356263809e-02,-3.790854290e-02,1.551657468e-01,-7.018119097e-03,-9.998544306e-02,-4.127736017e-02,2.324199770e-03,-3.004604019e-02,-3.738953033e-03,-9.420567751e-02,-3.866610304e-02,-1.761807315e-02,4.190288112e-02,-4.467034712e-02,4.048303526e-04,-2.821702696e-02,-9.358077496e-02,-2.059422247e-02,3.080134839e-02,3.456847370e-02,2.522764914e-02,-6.310068071e-02,-3.447327763e-02,3.030787781e-02,-3.534182906e-02,-7.695772499e-02,1.393723395e-02,-7.993147522e-02,-4.665973037e-02,8.126129210e-02,-3.558235243e-02,-2.026299946e-02,-1.370292902e-02,-3.365516895e-03,-1.364169270e-01,-2.863663621e-02,-1.826641150e-02,2.079011872e-02,-2.064513415e-02,1.038767304e-02,-3.202591464e-02,6.826913357e-02,-1.218933146e-02,8.324097097e-02,-3.123659408e-03,-1.944270730e-02 +thresholds = -1.546308547e-01,-2.740430236e-01,-2.705713212e-01,-3.455027342e-01,-1.600188017e-01,-8.448058367e-02,-5.818929672e-01,-2.235459983e-01,-8.616661280e-02,-1.151559204e-01,-2.222333699e-01,-1.922048181e-01,-1.934159845e-01,-1.893545091e-01,-1.873271763e-01,-1.504047215e-01 +weights1 = -7.455287874e-02,-1.415920258e-01,-8.904775977e-02,-8.433060348e-02,1.766769588e-01,1.237836555e-01,2.341662943e-01,6.975481659e-02,-1.233126223e-01,-1.088085324e-01,-7.607614994e-02,-1.099588536e-02,4.173069298e-01,7.653743029e-02,1.252467930e-01,1.211801246e-01,8.642948419e-02,9.380822070e-03,-1.130671650e-01,-6.669106334e-02,1.008509025e-01,6.938558817e-02,1.130879000e-01,5.381833017e-02,-8.656799793e-02,-1.334503889e-01,1.104240194e-01,1.695525944e-01,-1.055238247e-01,-1.114064679e-01,-1.179108769e-01,-1.068063825e-01 +biases1 = 6.456517428e-02 +weights2 = +biases2 = diff --git a/params/D00129.001.txt b/params/D00129.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c500073714c901661be592d1b7b5b1443303f52 --- /dev/null +++ b/params/D00129.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.324518800e-09,-5.871593434e-09,-5.956984683e-09,-2.701102231e-09,-2.818320244e-09,-5.873952806e-02,-3.144361824e-02,-7.286397596e-10,-8.693769574e-03,1.110112853e-02,5.800671610e-10,-8.723839984e-10,-1.813676431e-09,3.661165260e-10,1.285734400e-02,3.350816957e-09,-3.292676132e-09,3.292497830e-09,-6.011735554e-09,2.070050104e-10,-4.249076202e-09,6.645614654e-02,2.064936981e-02,2.184607162e-09,-6.277027074e-03,9.045793675e-03,3.629430090e-09,8.182258759e-10,-3.292778494e-09,6.674944486e-10,-1.781122200e-02,-5.476208820e-09,-2.184429526e-09,-6.200019165e-09,-1.496632263e-09,2.270406974e-09,-8.058479578e-11,-4.224413633e-02,1.490882970e-02,-1.623476575e-09,-1.079779863e-02,-2.837306075e-02,-1.287209339e-09,1.427722718e-09,6.897579730e-10,-1.497065028e-09,8.382665925e-03,4.140319754e-10,-6.159737165e-09,-6.555153753e-09,5.646842549e-09,-4.379474117e-09,1.647378900e-09,5.127371754e-03,-8.665992878e-03,5.309662487e-09,1.557087433e-02,-5.250435788e-03,-4.926629771e-09,-6.778373973e-10,-5.425399241e-09,-5.782573975e-09,-1.617968827e-02,1.640189512e-10,4.314113955e-09,6.001265263e-09,2.890215622e-09,1.888881496e-09,1.897382945e-10,-4.522392154e-02,7.983275689e-03,-5.961244831e-09,4.785271361e-03,-9.689500555e-03,-3.072171850e-09,-1.236393765e-09,-3.634467838e-09,-2.199366023e-09,-2.337112650e-02,-2.756086914e-09,-3.782338331e-10,-6.385353579e-09,4.642717877e-10,-5.137506420e-09,6.106709360e-09,3.436859697e-02,-1.262171287e-02,3.378656688e-09,-1.586463302e-02,1.708651707e-02,3.884059296e-09,5.185690544e-09,-5.659294366e-09,-1.554647189e-09,-2.304852940e-02,2.192459547e-09,-6.777148287e-10,5.244499945e-09,5.519904978e-09,-1.700470098e-09,-3.807598681e-09,1.110992511e-03,3.986759484e-02,-7.610226227e-09,-1.849719323e-03,-1.538327988e-02,5.105126988e-09,-5.347120524e-09,-3.736744802e-10,2.139690203e-09,9.128631651e-02,-3.912787802e-11,7.264416291e-10,-6.189770474e-09,-8.352256109e-10,-5.602526776e-10,3.571961393e-09,-1.772810705e-02,-3.830606118e-02,5.068396744e-11,2.003651112e-03,-3.587733023e-03,-4.642145002e-10,1.145262885e-09,6.745027648e-09,7.975962113e-09,-5.457928032e-02,-3.668645610e-09,9.496833320e-10,1.419981840e-11,-9.236598708e-10,1.708072905e-09,3.654899050e-09,-3.652081639e-02,-2.559704939e-03,7.002100566e-10,9.456129745e-03,-3.273247182e-02,-9.416959434e-10,-1.447234221e-09,-4.858198843e-10,7.429705184e-10,5.903117731e-02,-5.269330305e-09,2.154899176e-10,-2.151778311e-09,3.653756409e-09,-2.881132666e-09,3.394106551e-09,2.759127691e-02,4.907258786e-03,-1.588072590e-10,-1.938350761e-04,2.857919782e-02,-7.283836312e-10,-1.045969866e-09,2.816791245e-09,-2.638641750e-09,-5.208738893e-02,1.230997415e-09,-3.971897478e-09,2.302717128e-09,5.898292965e-09,6.076691150e-09,-8.800456364e-09,-7.060924172e-02,6.422492675e-03,6.493073634e-09,-6.018881220e-03,-4.599324614e-02,-3.849381258e-09,5.727278207e-09,2.873497884e-09,6.151938070e-09,2.179008536e-02,-5.830080418e-09,5.294848560e-09,-3.833431350e-09,-3.955832550e-09,-3.150122607e-09,-1.068940159e-09,4.886757955e-02,-1.476483047e-02,2.189862319e-10,-1.300165709e-02,3.698161617e-02,3.337681242e-09,4.739324044e-09,-5.189809471e-09,1.369958175e-10,-3.898661956e-02,-3.551558492e-10,-2.025108525e-09,-4.505383622e-09,3.199740028e-09,7.283707859e-09,3.177905050e-09,-2.196441405e-02,-8.264685981e-03,-4.155662037e-09,-1.265347749e-02,-2.493903227e-02,-1.248475434e-09,2.437885449e-09,-5.901457656e-10,6.017214726e-09,6.863070652e-03,-4.563934120e-09,-8.715353439e-10,1.410484285e-09,1.825064433e-09,3.683070515e-09,1.581376585e-09,1.216534153e-01,-1.412567683e-02,1.241865610e-09,2.690315992e-02,3.930990025e-02,2.923118414e-09,-2.387941844e-09,3.245126834e-09,-5.776279455e-09,-3.635489568e-02,-6.133297425e-09,-4.842439338e-09,4.479306703e-09,-7.921942546e-10,-5.524069646e-09,2.337673610e-09,-1.092240438e-01,4.200164974e-02,7.501108179e-09,-3.012472205e-02,-4.220608622e-02,5.889205568e-09,-4.742609860e-09,1.141273048e-10,-1.019495932e-09,8.002986759e-02,-5.635742095e-09,4.078926974e-09,-5.897955457e-09,3.658450209e-09,1.892855206e-09,-5.464628750e-09,-1.926790923e-02,-2.502546087e-02,-4.699916012e-09,5.615005270e-03,1.515577454e-02,5.201570730e-09,4.818544674e-09,-1.169253250e-09,-2.536481913e-09,-5.868427083e-02,-5.688246318e-09,1.278238071e-09,3.249709835e-09,5.557279525e-09,8.988144118e-10,-3.479933453e-09,-6.380563136e-03,-2.022661828e-02,1.941144578e-09,-1.555810310e-02,-1.520027593e-02,-2.462594129e-09,6.642673966e-09,-6.414379583e-10,-4.750896565e-09,-3.803217411e-02,4.768156980e-09,-3.429350137e-09,-5.104253908e-09,-4.224424366e-09,-4.665269060e-09,-3.920577196e-09,2.933839709e-02,-2.287696674e-02,-7.570839788e-11,2.567790449e-02,1.138513908e-02,3.010966143e-09,8.102434834e-10,-1.440959463e-09,4.590564373e-09,1.172338706e-02,1.694871909e-09,2.880493177e-09,3.361168566e-10,5.340066167e-09,3.521423597e-09,9.083898564e-12,-9.197918326e-02,6.689369678e-02,-4.098182682e-09,-4.293474928e-02,-4.309705645e-02,-8.346027869e-09,-4.865810421e-09,-1.254052751e-09,-2.872769356e-09,7.862767577e-02,-1.349270362e-09,1.426966212e-09,1.614721135e-09,-3.769322632e-09,-4.180451985e-09,4.419831168e-09,3.803287446e-02,-2.508002520e-02,-1.160126550e-09,2.319664136e-02,3.130739182e-02,1.275880929e-10,2.843620450e-09,3.308129770e-09,6.850806145e-09,-6.122481823e-02,2.652216780e-10,2.876101135e-09,3.606496768e-10,4.928287556e-09,1.459235732e-09,2.918038478e-09,-2.181092277e-02,-1.148424763e-02,-2.924695153e-09,-3.400874790e-03,3.391556442e-03,-3.733181764e-09,7.173696637e-10,-1.858123544e-09,-2.323028436e-09,4.043697566e-02,-4.052525426e-09,-3.345373312e-09,1.336572075e-09,-2.248299324e-09,4.378022944e-10,-8.819771025e-10,7.265103608e-02,3.173000365e-02,5.847967111e-10,2.455061488e-02,2.189414948e-02,-2.879081862e-09,1.279851003e-09,6.088842319e-09,-4.249841368e-09,-2.252714336e-02,2.843851599e-09,1.405296435e-09,-4.951044463e-09,-5.186040930e-09,-5.415978332e-09,-4.878357718e-09,-7.905431837e-02,-9.265645407e-03,-5.587712071e-09,-2.859983034e-02,-4.654475302e-02,-5.224480848e-09,1.760968593e-09,-1.531558103e-09,4.545561705e-09,-1.410320029e-02,-2.970120150e-09,-2.869421589e-09,-4.266932141e-09,-1.168981162e-10,4.927671049e-10,3.388797576e-10,-1.782916603e-03,-1.648627594e-02,-1.526773707e-09,-5.139771849e-03,7.378350943e-03,-8.904513238e-10,2.522972942e-09,-1.763313245e-10,-4.898114803e-09,-1.594014466e-02,-5.549829041e-09,4.499373318e-09,-4.782588992e-09,-3.472962362e-09,-9.823318825e-10,-2.241639763e-09,-3.162632883e-02,8.397068828e-03,5.234385370e-09,4.279233050e-03,1.483508665e-02,1.844097430e-09,3.953379291e-10,-6.186377632e-09,-2.284660905e-09,-1.231668051e-02,-2.880983230e-09,-1.133113714e-09,3.457034659e-09,7.663060742e-10,3.396894321e-09,-1.726005339e-09,2.305522375e-02,-1.625724882e-02,-2.548077527e-09,1.519417949e-02,-5.915705580e-03,1.168286912e-09,-2.110859043e-09,1.222099644e-09,5.561890060e-09,2.266615257e-02,-4.671026232e-09,2.836417323e-09,2.167199753e-09,4.620020366e-09,9.017955271e-09,-3.725308062e-09,-3.949574009e-02,3.413644806e-02,3.490872702e-09,-3.113768250e-02,-4.972591624e-02,3.518306535e-09,-2.118390352e-09,2.851803238e-09,-3.140105953e-09,6.662382185e-02,-5.295577754e-09,1.356964430e-09,-2.020814627e-09,-3.055904640e-09,1.954481910e-09,2.663267003e-11,1.712133549e-02,-2.911344543e-02,-1.635304447e-09,8.871890604e-04,2.747227624e-02,-2.708647195e-10,4.936782982e-09,-2.342239291e-09,-3.241625635e-09,-8.720811456e-02,-2.314602732e-09,-1.095388558e-09,1.904705726e-09,9.045124094e-10,-1.152269058e-09,-3.589682163e-10,7.393698674e-03,5.790644325e-03,-6.303907951e-10,-1.823399402e-02,7.336333394e-03,-2.630434537e-09,1.953625706e-09,2.861526127e-09,-1.938869065e-09,3.448854014e-02,1.259874538e-09,1.856855225e-09,1.826008789e-09,-1.963108343e-09,1.437347241e-09,-1.065860111e-08,1.174071617e-02,-2.154178452e-03,-5.875589792e-09,2.292117802e-03,9.836274199e-03,2.202796612e-09,-2.670109689e-09,5.651065393e-09,4.300240719e-10,-2.880236506e-02,4.080637495e-10,-5.831784833e-09,-7.693221171e-09,-2.729247273e-09,-1.077619882e-09,5.779726697e-10,-9.298942983e-02,-7.466319017e-03,-4.396801589e-09,-3.269688785e-02,-3.499082476e-02,-5.954118087e-09,4.177246549e-09,-8.806696705e-09,-3.857629771e-09,3.280558065e-02,1.257058790e-09,4.534376763e-10,-6.166012145e-09,-1.363047342e-09,3.083472144e-09,-3.131931825e-09,4.113072157e-02,-1.289912034e-03,-5.942952797e-09,3.939540312e-02,4.103246611e-03,4.381006669e-09,-1.134760841e-09,-3.658355910e-11,3.976784679e-09,-5.030037835e-02,1.242824316e-10,-2.032713109e-09,2.674821031e-09,-5.610984941e-11,7.835824767e-10,5.172289708e-09,3.069548111e-04,-5.296345800e-03,-3.697513962e-10,-2.353798598e-02,-8.439251222e-03,4.933688458e-10,-3.888186217e-09,-1.914560066e-09,4.778484830e-10,-3.850385919e-02,-4.987261645e-11,5.834383199e-09,-2.205296834e-09,-3.209372768e-09,1.709459574e-09,-3.502971246e-09,1.677136868e-02,-1.258123387e-02,-5.379956036e-09,-2.292175079e-03,-1.017787773e-02,4.223630778e-09,4.437316292e-09,2.057589654e-09,5.333070430e-09,-1.278235577e-03,-1.542847738e-09,2.251451470e-09,-3.402155002e-09,-2.462243742e-09,-4.258142727e-09,-3.330097975e-09,-6.290023029e-02,6.404142827e-02,2.020501544e-09,-3.236538544e-02,-3.578853980e-02,3.675967086e-09,-4.433065470e-09,-3.608813692e-09,-6.149759813e-09,9.192286432e-02,-3.956938777e-09,4.883203175e-09,5.577216911e-09,-3.337814469e-09,6.724349078e-09,6.908945638e-10,1.360944472e-02,-4.827399552e-02,2.124501269e-10,4.862039164e-02,4.307762161e-02,-5.579749995e-09,6.101368744e-09,5.790558255e-09,4.948361276e-09,-6.109895557e-02,-3.419880601e-09,-1.296120655e-09,-1.546835882e-09,-1.987432885e-09,-1.979029385e-09,-5.137521519e-09,9.011142701e-02,-1.975127868e-02,-5.755961041e-09,1.119956747e-02,8.938100189e-02,3.375230095e-09,6.100032923e-09,-2.811576749e-09,-4.709777457e-09,-2.499174513e-02,4.424456357e-09,4.672167098e-09,-3.890039846e-09,-3.493382916e-09,3.485376987e-10,-7.176799710e-10,-5.109701306e-02,1.745500416e-02,-2.566785451e-09,8.745082596e-05,-1.480563357e-02,4.015744182e-09,-3.414797778e-09,3.458324294e-09,4.315862334e-09,5.020264164e-02,3.295890671e-09,8.925983841e-10,-3.094173806e-09,3.029276385e-09,-3.789880409e-09,-2.899523066e-09,-1.043764576e-01,2.145311609e-02,-2.006577571e-09,-3.303149343e-02,-5.807171389e-02,1.622685430e-09,-6.052770729e-09,-2.212838801e-09,2.968848278e-09,2.274189331e-02,-6.188134449e-09,-5.019859195e-09,5.725068419e-09,3.087244238e-09,-2.404763499e-09,-9.802955780e-09,3.557758778e-02,-2.374793962e-02,4.801936626e-09,9.715910070e-03,-2.958484739e-02,-2.678314459e-09,-1.057518184e-09,-4.730231318e-09,1.939977956e-09,-5.974649265e-02,4.709122869e-09,2.559369605e-09,-4.328132852e-10,1.980304809e-09,6.119109219e-09,4.170733092e-09,-5.064438283e-02,1.691101491e-02,3.511655855e-09,5.100624263e-02,2.042721771e-02,1.316646459e-09,4.691861122e-09,-1.241679537e-09,1.448594245e-09,-9.667032398e-03,2.714807046e-09,7.032818217e-10,-5.337952302e-09,-1.688027829e-09,-3.216217515e-09,1.601183186e-09,9.618295729e-02,-1.973814517e-02,5.889215338e-09,-2.238797583e-02,4.484014958e-02,2.278977007e-09,5.436220918e-10,2.867740934e-09,-7.331538932e-09,-1.977026835e-02,2.129945109e-09,-1.658023163e-09,5.358350652e-09,-3.814072169e-09,3.281471095e-09,-2.404939359e-09,-7.410627604e-02,2.329127491e-02,2.670112575e-09,-3.933366016e-02,-5.415179208e-02,1.487470702e-09,-2.252203313e-09,-5.846087503e-10,-8.652748740e-09,7.718814909e-02,7.186247153e-09,-6.066445124e-09,3.862578701e-09,-6.688253840e-10,-4.473758253e-09,5.855661733e-09,-1.412152778e-03,-2.383521572e-02,2.784372732e-09,4.532525491e-04,-2.468194440e-02,-4.388835073e-09,4.310824586e-09,1.937723759e-09,-3.956075911e-09,-5.630521849e-02,4.893463412e-09,1.616022177e-10,-4.832238609e-09,-3.594595732e-09,2.862878823e-09,-2.572134505e-09,-5.347686633e-02,-9.728860110e-03,-3.098008960e-09,-2.811346389e-02,-3.237753734e-02,2.671599164e-09,-1.246374892e-09,-3.611017263e-09,-4.789035390e-09,-1.674040966e-02,-3.883704025e-09,6.294968991e-09,-1.569866126e-09,-4.513863061e-09,2.474096483e-09,3.007669225e-09,-4.047499597e-02,1.588818245e-02,3.634267998e-09,6.030916795e-02,1.978698373e-02,-2.026448787e-09,-1.614564815e-09,-2.510442895e-11,2.511106212e-09,-2.515153261e-03,-5.740572462e-09,-4.949689547e-09,4.270102050e-09,-4.869769032e-09,-4.866386405e-09,4.550597676e-09,-7.337874919e-02,1.191011351e-02,6.150591148e-09,-3.234116733e-02,-4.367800802e-02,6.604182090e-09,3.532947712e-09,-6.046836365e-09,-6.505286976e-09,5.403356254e-02,-5.272343895e-09,3.579586183e-09,5.987745411e-09,3.654122338e-09,2.872694083e-09,-3.204301491e-09,1.406372190e-01,-2.190715820e-02,7.213070696e-10,-5.777756684e-03,4.383689538e-02,-5.936233283e-09,-3.676059457e-09,-4.553120547e-09,1.605596878e-09,-4.452130944e-02,1.025745155e-09,-7.137747615e-10,1.962305873e-09,-2.374016983e-09,3.175017582e-09,-6.610607173e-09,9.304857254e-02,-1.879169047e-02,-5.342141840e-09,8.932738565e-03,3.494566306e-02,-5.034488826e-09,-2.211928418e-09,-1.323950616e-09,-2.571475477e-09,-3.864837438e-02,-1.120664339e-09,2.737871707e-09,-4.789886709e-09,6.140073783e-09,4.259421260e-09,-2.152291900e-09,4.264975432e-03,-7.119788323e-03,3.107315738e-09,-1.162729133e-02,2.305727266e-02,3.023560069e-09,1.861840793e-09,3.187862641e-09,4.301875300e-09,-3.912040591e-02,-6.580353484e-10,-3.524528225e-09,6.108091255e-10,-6.113395568e-09,1.302545738e-09,-4.483522997e-10,-7.216888666e-02,2.957469970e-02,-1.111561176e-09,-1.753444225e-02,-5.169022083e-02,5.860576469e-09,8.932498630e-10,-1.813860506e-09,2.814211975e-09,5.916218460e-02,-1.692006646e-09,5.180485374e-09,2.909169350e-09,-1.381634473e-09,4.252947772e-09,3.725897813e-09,-5.574932322e-02,-7.217363454e-03,2.801191723e-09,9.606919251e-03,-2.028782479e-02,3.854029096e-09,-3.355627110e-09,6.124578622e-09,-3.347447430e-09,8.555471897e-03,-1.327340349e-09,-7.821128634e-09,-4.709781523e-11,-1.530955918e-09,-4.385858787e-09,-8.878801694e-09,1.400517225e-01,-1.403943822e-02,3.618580990e-09,-1.023282669e-02,-7.758126128e-03,-1.391031623e-09,-1.554769091e-09,-4.118333230e-09,3.630415413e-10,-3.383008763e-02,5.155639915e-09,-6.684135911e-09,-6.245488571e-09,-4.812093501e-10,-4.847032997e-09,-1.979042263e-09,-4.319784418e-02,3.612339729e-03,5.895092414e-09,1.538304728e-03,1.363153663e-02,-4.688922139e-09,6.035953404e-10,-1.269100491e-09,-6.050724810e-09,-2.810376696e-02,-5.344866216e-10,5.535138570e-09,-4.667910058e-09,-4.494971062e-09,2.080742689e-09,2.331321802e-09,-9.599219263e-02,3.735753521e-02,-4.767721329e-09,-8.556875400e-03,-4.325521737e-02,4.249170793e-09,-5.101703060e-09,-5.215526233e-09,-8.471138790e-10,1.035766378e-01,4.399414166e-09,5.944448489e-09,3.449461383e-09,5.026216776e-09,-9.038383930e-10,4.988256030e-09,-3.002725914e-02,-3.006620333e-02,2.572157376e-09,7.484450936e-03,2.161951363e-02,3.043763019e-09,-5.958034066e-09,-4.774031837e-09,4.233734252e-09,-4.997200891e-02,2.757219342e-09,-6.253619289e-10,-4.682969124e-09,3.960525685e-09,-2.512702046e-09,5.946887871e-09,-4.503147677e-02,-1.401882526e-02,-5.578239537e-10,5.145547446e-03,2.868400514e-02,-4.824515898e-09,-2.623777307e-10,-7.501345656e-10,5.934761571e-09,-4.729017243e-02,-4.169541601e-09,-3.232021761e-09,2.100245117e-10,3.295115292e-09,6.446799539e-09,-5.505928158e-09,5.094667524e-02,-1.695991866e-02,1.951304007e-09,-2.250314225e-03,-6.259245332e-03,-2.481065131e-09,5.608613574e-09,2.294322066e-09,5.556994864e-09,3.788117319e-02,-4.166427758e-10,-6.176017919e-09,5.874805087e-09,-5.024111793e-09,-7.131393809e-10,9.151890912e-10,-6.581989676e-02,4.169290513e-02,5.818638904e-09,-2.538531087e-02,-4.692300037e-02,3.882404620e-09,-1.169423558e-09,-2.769771745e-09,3.101686907e-09,1.262489334e-02,4.222322048e-09,-2.227365847e-09,3.444950103e-09,-6.189858404e-09,-2.684970024e-09,-1.783672099e-09,2.848071232e-02,-1.390557922e-02,1.825473217e-09,1.216257084e-02,9.249251336e-03,1.920192200e-10,1.177027920e-09,-3.742044452e-09,6.174274980e-10,-1.267433632e-02,-1.801322980e-09,-5.141409076e-09,3.401802728e-10,-4.665550613e-09,-3.056359388e-09,5.690839799e-09,5.435606837e-02,-2.716390043e-02,-5.371726175e-09,1.077652723e-02,-7.737075444e-03,-2.592249748e-09,-7.390544177e-09,4.935382769e-09,-1.048628184e-09,-3.458182514e-02,-1.525116144e-09,3.042331387e-10,-7.401941282e-09,-3.338159082e-09,3.366761980e-09,-6.573427358e-10,2.138021030e-02,1.922035404e-02,-2.903467688e-09,-2.444232441e-02,-2.222384792e-03,5.307141837e-09,-6.161424260e-09,-1.003517602e-09,3.652609770e-09,-1.419042237e-02,-2.093765161e-09,-6.845909617e-09,-4.975019507e-09,4.150739308e-09,-3.991130537e-09,1.963311069e-09,-8.939050883e-02,4.639397375e-03,-5.326382002e-09,8.656157181e-03,-2.340072207e-02,-2.734266369e-09,-4.025086375e-10,1.427711394e-09,4.645495544e-09,3.496449441e-02,-5.067214204e-09,1.482501122e-09,-2.500108565e-09,-1.629832602e-09,1.982882747e-09,1.436005426e-09,-1.881249622e-02,-2.015163423e-03,-3.757280709e-09,-5.269019864e-03,1.973339729e-02,2.937714294e-09,3.445558061e-09,-5.464360520e-09,4.188441149e-09,2.963674953e-03,4.656488528e-09 +thresholds = -5.345081081e-05,-2.504319127e-04,-1.876816386e-04,-1.981058449e-04,1.542159007e-04,-1.194005013e-01,-2.536322549e-02,-2.163196623e-04,-3.781357035e-02,-4.972674698e-02,-5.767098628e-04,-4.112177121e-04,-7.675203233e-05,-1.783267217e-04,-5.080900714e-02,-1.088987574e-05 +weights1 = 1.779975101e-08,-4.591115044e-09,1.814072981e-08,1.020442308e-08,1.008314499e-08,5.285753168e-09,1.448831988e-08,1.767942770e-08,-2.994380566e-06,-1.350075422e-06,2.272599936e-01,6.191256642e-02,-9.292251617e-02,-3.171844408e-02,6.252865781e-09,1.528235138e-08,1.014837325e-01,1.395886205e-02,1.258614361e-01,3.733126447e-02,-3.081127853e-10,1.293796181e-08,-1.327937316e-08,1.475884415e-09,-1.768500191e-08,1.795511295e-08,-1.764543889e-08,8.458378886e-09,-1.653674543e-01,-6.880172342e-02,8.239274152e-09,2.417232248e-10 +biases1 = -2.328643575e-02 +weights2 = +biases2 = diff --git a/params/D00130.001.txt b/params/D00130.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd08aae7e5cad0cb067135443a8dab160ec186a3 --- /dev/null +++ b/params/D00130.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 6.141210873e-10,4.802152426e-11,1.190879941e-01,-5.877125453e-10,2.614184563e-11,-3.585124558e-11,1.999293370e-10,-3.151813522e-02,-1.855916530e-02,6.334380936e-11,-6.456526425e-10,7.405314595e-02,1.073477119e-01,3.437932581e-02,3.092890680e-01,3.389416030e-03,-4.565729461e-10,-4.143754090e-11,-1.563422084e-01,-1.819164680e-10,-1.874332156e-06,-2.956090095e-10,-2.301357854e-10,-1.904520988e-01,-2.531868517e-01,-5.043435808e-11,-5.223602662e-10,-7.033488154e-02,-1.000342816e-01,-9.557992965e-02,-6.763123274e-01,-7.599788904e-02,-2.507196395e-10,-2.291662832e-10,-3.464526683e-02,3.071407018e-10,-9.400404934e-12,-1.485928186e-10,4.419976052e-10,-1.019174159e-01,-2.332039475e-01,4.577031254e-10,-2.081035760e-10,-1.534406096e-01,-1.565068960e-01,-6.980401278e-02,-1.636199802e-01,1.484254608e-03,2.093891865e-10,6.942706826e-11,-9.792850167e-02,-1.863623561e-10,2.981818265e-11,-2.583949998e-10,2.517796388e-11,-1.206632629e-01,-1.979688406e-01,-1.375556752e-10,-1.044401579e-10,5.868491903e-02,-6.574474275e-02,-1.262853444e-01,2.333752811e-01,-2.203732431e-01,-3.408613392e-10,4.340053039e-10,-3.267399967e-01,2.756946060e-10,-4.311616064e-10,3.754169753e-10,-6.649906320e-11,6.519575417e-02,3.820075095e-02,3.971797891e-10,3.830988304e-10,3.912970051e-02,7.545334846e-02,5.107553676e-02,2.113382965e-01,7.596689742e-03,3.305570401e-11,3.951832611e-11,1.615654677e-01,-5.007171761e-11,-4.379428764e-10,-4.005740184e-10,5.103985012e-10,-2.194741368e-01,-3.985018432e-01,-3.297515316e-10,-1.119043955e-10,-1.411680039e-02,-7.196929306e-02,-1.811148375e-01,-7.066900134e-01,-8.652848005e-02,-3.636249635e-10,1.895002905e-10,2.862118185e-01,-3.406193383e-10,-1.595891891e-10,-3.729301867e-10,3.112985980e-10,-2.966336906e-01,-7.204746455e-02,4.517883984e-11,4.267582121e-10,-1.799403727e-01,-9.887635708e-02,1.731324755e-02,-5.260275304e-02,2.433181554e-02,-3.762343770e-10,-2.743660021e-10,-2.909202874e-01,2.747771177e-10,-6.098099109e-11,-4.509312923e-10,1.356572406e-11,5.945389625e-03,-2.712115347e-01,2.055752096e-10,-4.451280733e-10,6.403283030e-02,-1.195314974e-01,-1.444414109e-01,2.505292594e-01,-2.370314896e-01,3.108446001e-10,-6.085450893e-11,2.017092258e-01,-4.492216876e-10,5.056244312e-10,-1.489853657e-10,-1.394770272e-10,2.314283848e-01,-2.364275008e-01,1.664420129e-10,3.588304098e-10,1.139105409e-01,9.254925698e-02,6.484374404e-02,2.838856280e-01,6.855881959e-02,3.766902068e-10,-2.909466279e-10,-3.962505460e-01,2.037373742e-11,3.469131371e-10,-5.387323920e-10,3.649732183e-10,-3.695816398e-01,-9.285671711e-01,4.330184267e-10,-4.101303464e-10,-5.142613873e-02,-9.422136843e-02,-2.379320562e-01,-5.817613602e-01,-2.646946311e-01,-2.645187680e-10,-2.149160433e-10,2.943249941e-01,-2.701901203e-10,-2.472496513e-11,-1.028270594e-10,4.187573899e-10,-1.205487177e-01,5.868527889e-01,3.784141056e-10,-4.277661836e-10,-1.733240336e-01,-1.483111084e-01,7.125095278e-02,-2.312569916e-01,1.005559266e-01,-4.590396119e-10,-2.364127505e-10,-2.697857618e-01,2.167650642e-10,2.820011169e-10,-2.909890384e-10,1.385191181e-11,-1.861532331e-01,-1.250554472e-01,2.747756467e-10,1.395703778e-11,1.995414309e-02,-6.479579955e-02,-1.556772739e-01,2.317971736e-01,-1.960257441e-01,-4.462599040e-11,1.239039843e-10,2.802639902e-01,1.422172241e-10,-8.527698686e-11,7.051862566e-11,1.394527965e-10,-3.764227927e-01,2.243229598e-01,1.309312520e-10,-9.845801258e-11,1.073828042e-01,1.451165676e-01,8.904544264e-02,6.750933081e-02,1.195315868e-01,-1.006078762e-10,4.282946220e-10,-4.716967642e-01,-1.781200881e-11,-1.392095553e-11,-3.481258337e-10,-1.693255952e-10,-3.587413132e-01,-3.164561987e-01,-1.834304514e-10,4.975819756e-10,-9.677796811e-02,-1.526709050e-01,-2.438982129e-01,-4.147650003e-01,-1.181806102e-01,4.122305969e-11,1.176981707e-10,-4.598874599e-02,3.557082129e-10,3.753389960e-11,1.712551073e-10,1.015787246e-10,7.006558776e-01,-6.737785935e-01,3.685197703e-10,-3.455452313e-10,-1.358897835e-01,-2.366533279e-01,-5.714141950e-02,-1.955925226e-01,2.814194420e-03,3.296044826e-10,-4.442597956e-10,6.736529619e-02,3.166242823e-10,3.799837112e-10,-2.710793812e-10,-3.798180936e-10,-4.101057947e-01,6.225447729e-02,2.205851474e-10,4.971438816e-10,3.434690461e-02,2.948853001e-02,-4.515353590e-02,2.454675734e-01,-2.961730659e-01,-9.384607674e-11,-2.316546815e-10,1.377410442e-01,-4.080328436e-11,2.658783749e-10,-4.508430573e-10,1.978655989e-10,4.184384048e-01,-7.094557881e-01,1.281717180e-11,-2.335447669e-10,-1.636287756e-02,5.608327687e-02,1.257285178e-01,-1.000446379e-01,1.452228725e-01,-2.797494736e-10,2.117458292e-11,-5.546463281e-02,5.791913477e-11,-2.783129560e-10,-3.112980013e-11,2.897324047e-10,-1.215948239e-01,-8.073942661e-01,-4.615551647e-13,1.542549283e-10,-3.212838992e-02,-1.484414935e-01,-2.536520660e-01,-4.117943943e-01,-2.264568657e-01,2.741935845e-10,2.436312541e-10,-3.502105176e-01,-3.937251081e-10,3.099849544e-10,-2.467207827e-10,4.044862500e-10,-6.096416116e-01,1.338327527e+00,-9.080605191e-12,1.990185100e-10,-1.613847464e-01,-1.749527156e-01,-6.043256819e-02,1.856646389e-01,1.116860956e-01,2.032611718e-10,2.236978519e-10,9.808782488e-02,5.726139701e-11,-3.140565863e-10,2.939310462e-10,3.973119611e-10,-1.321836561e-01,-5.246702433e-01,-4.396521758e-10,3.011636218e-10,1.190472245e-01,5.211151764e-02,-6.895058602e-02,2.891046554e-02,-3.221645355e-01,-2.792395482e-10,5.514754625e-11,-1.957220398e-02,3.234651713e-10,-1.610784423e-10,-2.144294881e-10,-2.456260473e-10,-4.863008857e-01,-7.889806628e-01,-4.690812183e-10,-1.492845708e-10,-1.995872520e-02,3.112035245e-02,2.529110909e-01,-1.286685586e+00,-4.640632123e-02,-4.586514779e-10,-4.256562047e-10,6.892202888e-03,-3.424057426e-10,-3.066356891e-10,-3.488205280e-10,3.911616309e-10,7.647071481e-01,-7.768793702e-01,-1.676533773e-10,8.777776249e-12,1.485104263e-01,-6.099558622e-02,-3.219752610e-01,-3.745616376e-01,-2.239677906e-01,-6.047969764e-11,-1.832454050e-10,-2.352184504e-01,-1.589392090e-10,4.493818928e-10,3.360650092e-10,4.443138912e-10,-4.062696993e-01,-7.725719213e-01,2.036735086e-10,-3.905155088e-10,-1.963273287e-01,-1.347653568e-01,-1.464834213e-01,8.841734529e-01,1.445649266e-01,3.498587808e-10,-2.391592757e-10,7.837027311e-02,-1.212497464e-10,-4.461735703e-10,1.999086868e-10,-4.198631998e-10,-3.172020912e-01,1.635525823e+00,1.027434431e-13,-1.625143492e-10,-2.313561365e-02,-5.021962896e-02,-4.144201428e-02,4.798331559e-01,-1.659016162e-01,-3.401841031e-10,-3.074235033e-10,-1.907651871e-01,-1.766209262e-10,7.897469484e-11,-1.159089283e-10,-1.688454793e-10,4.964480698e-01,1.567413211e+00,-4.182708069e-10,1.970424240e-10,-2.733391821e-01,1.144743636e-01,8.750585467e-02,-1.445030212e+00,4.477236867e-01,-3.562631579e-10,-2.165452678e-10,3.190516233e-01,-1.548517842e-10,-2.513875913e-11,-6.586897000e-11,-3.167805740e-10,-8.671385050e-01,-7.827156186e-01,-2.713339831e-10,-1.141991987e-10,2.550161183e-01,-1.229172125e-01,-3.255169094e-01,3.881421328e+00,-2.860409915e-01,2.286002360e-10,-1.108583572e-10,-5.133131146e-02,-9.439669185e-11,-7.632786764e-11,2.176950703e-10,2.400865895e-10,-7.852371931e-01,-7.385634780e-01,3.435247919e-10,1.197690419e-10,-1.034360901e-01,-1.357068419e-01,4.081576690e-02,-1.491547465e+00,-4.100638330e-01,1.511617637e-10,1.831685775e-10,-2.464057505e-01,3.426618156e-10,-2.171004904e-10,4.658791131e-10,-1.058082719e-10,7.106127143e-01,-7.491404414e-01,-4.442073653e-10,4.021662170e-10,3.114348091e-02,-7.079347968e-02,-6.019950658e-02,-1.241677523e+00,-4.346195608e-02,2.035607100e-10,-4.471439885e-10,-3.186767399e-01,-3.107989699e-10,-1.069323310e-10,3.058959475e-10,4.558782796e-10,-7.870796323e-01,6.524980068e-02,-3.523477343e-10,8.841103544e-11,-4.383657575e-01,1.751357317e-01,2.419387549e-01,-1.283259392e-01,-2.385250330e-01,2.668405219e-10,-4.049498237e-10,-2.154315412e-01,-3.066642773e-10,-3.325626718e-10,-3.024962503e-10,1.985166337e-10,5.742169023e-01,-1.033098102e+00,-2.557052348e-10,-3.758578171e-10,7.170104980e-01,-2.213344574e-01,-2.981464267e-01,-1.000620961e+00,-2.466465831e-01,-3.479317945e-10,-4.526476138e-10,4.472789764e-01,-2.021874196e-10,2.396739751e-10,7.719599265e-11,-3.474411037e-10,7.973112911e-02,1.192607045e+00,1.871568872e-10,1.932482924e-10,-3.112921715e-01,-1.820273399e-01,1.002517715e-01,1.172687888e+00,6.654829383e-01,2.069119737e-10,1.898069341e-10,-8.263500780e-02,4.726353753e-10,-2.588810000e-10,-4.002046194e-10,5.212961139e-12,-3.119486570e-01,-9.282492995e-01,2.504480512e-10,2.732694071e-10,-5.827531964e-02,1.323492080e-02,-3.012813926e-01,-3.409805298e-01,-4.718124568e-01,3.371702084e-10,5.438626632e-11,3.825069666e-01,-2.639366226e-10,-2.147816230e-10,-4.409127785e-10,2.736114391e-10,1.713447869e-01,1.271913499e-01,-6.583048690e-11,3.917007552e-10,-1.949653745e+00,2.688347995e-01,-1.359413862e-01,1.014342755e-01,6.511517167e-01,-4.529874253e-10,1.100595656e-10,-3.482769430e-01,-7.556203580e-11,1.189486704e-10,-4.286551947e-10,-3.973088802e-10,-8.013867736e-01,-4.944151044e-01,3.860847475e-10,-3.318647301e-10,1.213343859e+00,-4.132488072e-01,-1.578602642e-01,-4.601748586e-01,-6.938149780e-02,-1.779600495e-10,-5.304261891e-11,2.040250152e-01,3.601949849e-10,-2.935592047e-10,1.223950524e-10,-1.695534685e-10,1.356910076e-02,-1.794442683e-01,3.181578612e-10,3.806581439e-10,2.511610270e+00,-6.975396723e-02,7.725731134e-01,4.450093955e-02,-8.309172988e-01,-1.886684003e-10,-9.680421048e-11,-4.082146883e-01,-1.966064117e-10,4.338204240e-10,-4.537026310e-10,8.744884678e-11,1.711007804e-01,-1.567866355e-01,1.345947936e-10,2.792548970e-10,-1.865890503e+00,-8.819703944e-04,-7.357954979e-01,1.684181951e-02,-4.262400419e-02,4.076455284e-10,3.835360640e-10,5.194599032e-01,1.428229618e-10,1.236138275e-10,-1.995189430e-10,7.087484072e-11,3.354809945e-03,-2.392932214e-02,-2.216885425e-10,-3.091757961e-10,1.449747086e+00,2.152633220e-01,-4.492489696e-01,-2.258445323e-02,-5.193067789e-01,2.016329742e-10,-2.772836960e-10,-1.572712809e-01,4.233231266e-10,5.700631078e-10,-3.920232750e-10,-9.445221688e-11,-4.513705969e-01,-2.828251123e-01,-4.368154727e-10,4.196969994e-10,-1.562961102e+00,-5.638421178e-01,-3.770967424e-01,-2.868320048e-01,-1.711996049e-01,-4.560495592e-10,2.493169837e-10,-6.128156781e-01,8.612554420e-11,-1.461527427e-10,-3.320575065e-11,-2.083123257e-10,2.596089058e-02,-2.834170461e-01,2.654413356e-10,-4.590406111e-10,-1.125889778e+00,5.460533872e-02,7.470197082e-01,-8.053784817e-02,7.194246054e-01,2.783451802e-10,2.311791730e-11,8.099226654e-02,9.381558724e-11,-2.650824282e-10,4.055431685e-11,-4.070854209e-10,-2.320180275e-02,-1.128370091e-01,-2.223815437e-10,-5.486496812e-10,1.148160934e+00,7.858964056e-02,-1.779244095e-01,9.273427725e-02,-3.207584620e-01,-4.140146004e-10,-2.038509778e-10,3.490092158e-01,2.721798065e-10,3.375170976e-10,2.913646269e-10,-7.595093304e-11,-4.851797223e-02,-1.546015143e-01,-2.333019056e-10,-1.229288112e-11,7.720824480e-01,8.716768771e-02,-3.696238995e-01,-2.350781560e-01,-3.996991217e-01,-1.966396906e-10,-2.869735283e-10,-2.872748971e-01,-1.696331825e-10,-4.179815521e-11,8.139435653e-11,4.589439939e-10,-2.905245721e-01,-2.647439539e-01,2.103054536e-11,2.912050323e-10,-9.944854975e-01,-4.856660068e-01,-5.060479045e-01,-6.891077012e-02,-5.391247272e-01,4.061853909e-10,3.031194046e-11,-1.758656502e-01,4.805151832e-10,1.180625181e-10,-1.916629494e-10,-3.368654522e-10,-8.543404192e-02,-2.820515037e-01,2.265223981e-10,-2.763398399e-10,-4.011171758e-01,3.068264127e-01,-1.526146412e+00,3.835499659e-02,2.190342546e-01,1.494915719e-10,-2.598048165e-10,-5.558536947e-02,-5.718319568e-11,2.054428155e-10,3.903949941e-10,3.279266581e-10,-2.018891275e-02,-1.831353409e-03,1.110676221e-11,2.683480105e-10,5.326295495e-01,-1.236571074e-01,2.144640923e+00,-3.123406507e-02,4.280962348e-01,2.064462351e-10,6.707362443e-10,-6.370684505e-02,2.477427152e-10,-2.663869403e-10,-1.861846094e-11,-4.039254486e-10,-1.273706090e-02,-2.662416399e-01,-3.410696447e-10,1.265646338e-10,7.513490319e-01,-1.941698492e-01,-2.495318651e-01,-3.449597359e-01,3.010440171e-01,1.196682892e-10,3.105980473e-10,1.462548226e-01,1.184721626e-10,5.548820431e-11,1.034129241e-10,1.203912386e-10,-2.015773952e-01,-2.468191832e-01,-1.881766826e-10,-1.677344791e-10,-6.696596146e-01,-1.536058635e-01,5.186280608e-01,1.331879199e-01,5.530594587e-01,3.854438435e-10,2.625125395e-10,-1.528788656e-01,2.474343230e-10,-1.039700895e-10,-2.246530045e-10,3.479905253e-10,-2.771590836e-02,-1.416880488e-01,-3.632414092e-10,-6.008479304e-12,-2.341984212e-01,3.261755109e-01,-1.308164746e-01,1.406625956e-01,-8.368718028e-01,-1.361720597e-10,5.324127805e-10,-9.925679862e-02,-4.518851682e-10,-1.666175670e-10,-3.277046690e-10,-1.037764250e-10,-2.029715180e-01,-4.797762632e-02,4.860496450e-10,-2.529536303e-10,6.165230274e-02,-1.932601184e-01,-3.954266906e-01,-2.261638194e-01,-3.090932369e-01,-2.603754018e-11,-8.380666300e-11,-2.324718535e-01,1.890148454e-11,3.364075962e-10,-3.585524239e-11,1.280738710e-10,1.413135417e-02,-1.986310184e-01,-4.543247167e-10,2.097676338e-10,3.685202897e-01,-5.731142759e-01,-1.668418795e-01,-2.347534150e-01,-6.944686174e-02,2.741095129e-10,5.789017182e-11,1.072932929e-01,-5.057313596e-11,-3.679537230e-10,-1.047651618e-10,1.995232451e-10,-3.215757012e-01,-2.369432151e-01,-3.748937549e-10,-3.660705350e-10,-5.196020007e-01,2.123408616e-01,6.643711124e-03,1.605921388e-01,-4.821340144e-01,-3.108659719e-10,-4.274578469e-10,7.185974717e-02,4.515508245e-10,4.466814418e-10,6.306686423e-11,1.622618567e-10,4.194138944e-02,-4.302996024e-02,-1.396053498e-11,4.957959737e-11,-8.137894422e-02,4.986744523e-01,-3.095633117e-03,2.911019325e-02,4.007941484e-01,-3.388240521e-10,3.122637982e-10,-1.166321486e-01,-1.985409198e-10,1.550048284e-10,4.587329822e-11,-4.456255365e-10,-1.793166101e-01,-2.243383825e-01,9.072257529e-11,-3.594821107e-10,1.416363716e-01,-3.531307280e-01,-9.380617738e-02,-2.521333694e-01,-1.409677863e-01,3.390606407e-10,-2.009844929e-10,-4.930684566e-01,3.174262242e-10,3.917164648e-10,-1.683119061e-10,-4.553984689e-10,6.786466110e-03,-2.333170623e-01,-2.477483774e-10,1.072331599e-10,4.247160554e-01,-2.208255529e+00,-1.190620065e-01,-1.633187979e-01,1.007571667e-01,-2.828215162e-10,-4.560878064e-10,3.011762798e-01,5.289597649e-10,2.690078993e-10,2.765637996e-10,-3.591959508e-10,-1.367034912e-01,-1.212406904e-01,1.183740189e-10,3.223094291e-10,-4.009293616e-01,9.241229296e-01,4.057438672e-02,-1.250910610e-01,-1.788243502e-01,-3.655754588e-10,-1.079625625e-10,1.074648947e-01,2.308072206e-10,-1.234438801e-10,-5.540656128e-11,-4.034003409e-10,-1.218714863e-01,-2.095463574e-01,1.594285676e-10,3.765792400e-10,-3.604419231e-01,1.019837141e+00,-2.407463081e-02,1.277668476e-01,-1.327300370e-01,-3.642800506e-10,-4.341084991e-10,-8.557091653e-02,3.376412483e-10,1.053246171e-10,-3.004612947e-10,-1.612301265e-10,-1.926534176e-01,-1.386455297e-01,1.888852824e-10,1.389547592e-11,2.457205951e-01,4.882756248e-02,-1.542185545e-01,-1.363455951e-01,-8.077401668e-02,-2.876060501e-10,-2.078986289e-10,-6.600770354e-01,-4.124373620e-10,9.781161298e-11,-1.564246094e-10,-2.418507755e-11,-1.527041793e-01,-2.467903197e-01,5.768490130e-10,1.277025846e-10,3.601134121e-01,2.295607328e+00,-1.495709121e-01,-2.062118202e-01,-2.805658616e-02,-1.176330006e-10,9.114508454e-11,5.021222234e-01,-4.115939811e-10,-1.183303872e-10,-3.957298655e-10,-5.801422676e-10,-5.562978610e-02,-1.960146241e-02,-2.827650614e-10,3.023408468e-10,-2.216226161e-01,-2.290173054e+00,1.344465762e-01,-8.095128089e-02,-1.404276788e-01,-6.373455236e-11,1.842614256e-10,1.945446879e-01,-3.943843863e-10,-4.104681595e-10,-8.492365665e-12,1.621362350e-10,-3.086298704e-02,-2.389596701e-01,8.828195987e-12,-8.823806269e-11,-1.711568981e-01,-3.364551067e+00,-9.014738351e-02,1.254984885e-01,-9.623958915e-02,3.548359523e-11,2.107309743e-10,-2.066446096e-01,1.963962187e-10,4.584992663e-10,-1.529341515e-10,2.588105424e-11,-2.053127587e-01,-1.974505335e-01,-3.553623229e-10,2.801001792e-11,-5.803997815e-02,3.143957615e+00,-1.516954452e-01,-1.352979094e-01,-2.660730295e-02,1.683744116e-10,-9.113618714e-12,-3.476941288e-01,-1.558991131e-10,-1.919630982e-10,-4.321342451e-10,1.125478807e-10,-2.666125596e-01,-3.876116574e-01,-3.789950992e-11,1.562727031e-10,2.877267003e-01,2.155493051e-01,-1.307787895e-01,-2.672767341e-01,-9.869656712e-02,2.720918213e-10,3.280651029e-10,2.577572763e-01,1.513637410e-10,-1.721131987e-10,-3.719642649e-10,-1.171751723e-10,-2.522635274e-02,-1.693866104e-01,-1.028008026e-10,-4.141511023e-10,-2.784050405e-01,-3.108325303e-01,1.930342242e-02,4.665711150e-02,-7.345213741e-02,-2.951843492e-10,2.303221502e-10,3.565131500e-02,1.695741186e-10,-2.135449456e-11,-5.249627399e-10,3.006466187e-10,6.233365089e-02,-1.406502575e-01,-1.125154761e-10,-5.191883728e-11,-4.204693064e-02,-1.328447461e-01,-1.089992970e-01,9.197870642e-02,-3.047837131e-02,-6.698907401e-11,2.272887850e-10,-1.157400608e-01,-6.583970175e-11,-2.344139605e-10,7.436867094e-11,-3.777058111e-10,-2.153805196e-01,-5.179374944e-03,1.996017379e-10,2.568859708e-11,-5.806851014e-02,1.302842237e-02,-3.646823764e-02,-1.683932990e-01,-8.902792633e-02 +thresholds = -1.070208033e-03,-1.234957832e-03,-6.801627874e-01,-1.358238165e-03,-1.299576019e-03,-5.542449653e-04,-6.313516060e-04,-1.781091213e+00,-2.814879179e+00,-1.821972401e-04,-5.411385791e-04,-3.637078702e-01,-8.608711362e-01,-1.030046940e+00,-1.189570308e+00,-1.168053508e+00 +weights1 = 2.406220883e-02,1.861580275e-02,-6.347610150e-03,-2.563212420e-10,5.395674130e-09,1.065350510e-02,-7.075157017e-03,1.210025768e-08,6.005765405e-03,3.888439792e-09,4.823657684e-03,-1.813750481e-03,-4.231688567e-03,-1.047747908e-03,-6.417595899e-10,-1.429923531e-02,-1.050559711e-02,-3.290284052e-02,1.473209221e-09,-6.921575313e-09,-6.230312100e-11,3.764619306e-02,-5.484561902e-03,1.531949546e-02,2.152773959e-09,-1.756137237e-02,2.327767946e-02,2.392967604e-02,6.516885944e-03,1.448070885e-09,-1.480599400e-03,3.052519169e-03,9.739600122e-03,-1.877868176e-02,-6.691294722e-03,5.126621574e-03,-1.125394739e-02,-5.728026852e-03,1.966810087e-03,-4.380389385e-09,-6.704338011e-04,1.543352380e-03,-2.563253045e-02,9.110634215e-03,-2.056039783e-09,1.952592982e-03,-2.380916150e-03,2.289862745e-02,-5.659393035e-03,1.125137042e-02,-3.718724241e-03,-4.998798482e-03,-2.609285340e-02,-4.558739811e-02,-9.061052464e-03,-1.488321355e-09,7.471391839e-10,-1.532969344e-02,4.403976724e-03,-8.461135959e-11,1.097800517e-08,9.721351724e-09,5.107592791e-03,-5.413950421e-03,-8.163699938e-09,-7.106860634e-03,-8.073652163e-03,-3.657050256e-04,1.375089709e-09,9.823156510e-09,3.335913767e-09,-5.976743530e-03,-1.162824221e-02,7.034240745e-09,1.901428960e-02,-4.620337446e-09,-9.516146759e-10,-8.011795580e-03,-1.034163244e-08,-5.777321290e-03,-3.807113506e-03,1.394584775e-02,-1.966951601e-02,-7.767407162e-09,-2.224352258e-09,-1.013689488e-02,1.368691938e-09,-3.182820230e-09,1.654593018e-09,-4.848496988e-03,-1.120420638e-02,6.081502885e-03,-9.286980629e-10,2.588575520e-02,-4.290185984e-09,-1.092051715e-02,-6.839505862e-03,-1.738928072e-02,2.837159904e-03,-5.213764962e-03,2.390970103e-02,3.567453241e-03,-9.839953855e-03,-3.978755547e-09,-1.095417142e-02,7.720593829e-03,1.788917556e-02,-7.279177196e-03,-2.614714667e-09,6.597533356e-03,2.602327798e-10,-2.435400710e-02,-3.263514489e-03,1.174145099e-02,5.932659842e-03,-1.393638737e-02,2.798085319e-09,-9.155723266e-03,1.176577993e-02,-2.115009585e-03,6.939203434e-09,-1.822172850e-02,1.730134711e-02,7.996828295e-03,-1.222192775e-02,-1.828052849e-02,2.916487865e-03,3.186482703e-03,-4.223283057e-09,-1.712383237e-03,1.603784767e-05,4.911859985e-03,-1.744627665e-09,3.187960829e-04,-8.573046885e-03,1.118782209e-03,-1.975955628e-02,-5.589369684e-04,-7.942164317e-03,8.681402542e-03,2.526912987e-01,-3.573249280e-02,9.083562344e-02,-3.569129156e-03,-7.561489474e-03,-1.398119252e-06,-2.653327584e-02,1.027014805e-03,1.119922567e-02,-1.774578239e-03,9.893196635e-03,-1.817833073e-02,1.748488843e-02,-1.293109637e-02,-1.706078276e-02,5.277053453e-03,2.229676349e-03,2.163342014e-02,-1.128121093e-02,5.924536417e-09,5.025265366e-02,2.218584344e-02,1.870067231e-02,-2.065209672e-03,-1.801207516e-09,6.959388033e-03,-9.901326121e-05,2.808829211e-02,1.173419412e-02,-2.163280888e-09,1.911656389e-09,1.252206564e-01,7.004629374e-01,2.931581624e-02,1.029505849e+00,4.828088151e-09,2.176070213e-01,-2.869422780e-03,5.082317345e-10,-3.617157927e-03,4.332562909e-02,-3.127125092e-03,1.148526277e-02,-9.288225323e-03,5.436535925e-02,-9.197359905e-03,-1.464973669e-03,1.110177301e-02,5.883185565e-02,1.501230747e-01,4.442152753e-02,-8.269510232e-03,-1.047265902e-02,-9.985780343e-04,-1.603218541e-02,-1.346413605e-02,-5.977228750e-03,6.954033349e-09,-8.404739127e-09,1.990895020e-03,7.065706686e-09,5.311237672e-09,-9.715235792e-03,6.911454722e-03,1.038624626e-02,-1.565311337e-03,-6.154975854e-03,-8.042706057e-09,-1.569834165e-02,9.986132383e-03,4.874162851e-09,7.420836390e-09,-1.386185456e-02,7.551983930e-03,1.815199666e-02,7.722344715e-03,4.010262433e-03,8.640826680e-03,-1.399352122e-02,1.516814119e-09,4.548744159e-10,-2.656290540e-03,-1.403265446e-02,6.086161826e-03,3.505886692e-09,-2.804392274e-09,1.250884682e-02,5.991750207e-09,-1.227291580e-02,-1.229381189e-02,-2.589216642e-02,1.085704082e-09,-1.111818664e-02,1.123567298e-02,-2.845069394e-02,2.127841115e-02,-1.720611192e-02,1.542731188e-02,-2.505742712e-03,2.780359006e-03,7.105178113e-10,-5.220969435e-09,2.823460149e-03,7.175975014e-03,-3.257544339e-02,2.359460183e-09,9.825611487e-03,-1.392317098e-02,1.457324158e-02,-4.580601119e-03,4.086698592e-02,-1.149393898e-02,6.678490900e-03,1.029676011e-09,-4.064485431e-03,-5.864587612e-03,2.260634676e-03,-4.286608193e-03,-5.971194206e-09,9.756593965e-03,9.632393718e-03,8.574957633e-09,8.815774694e-03,1.134488732e-02,-1.473165676e-02,1.634994695e-09,-3.189297626e-03,1.883913530e-03,-1.430864166e-02,-1.784762926e-02,-1.069606096e-02,2.645017812e-03,1.026502112e-03,-4.658419057e-04,-2.010482550e-02,-5.260189995e-03,-6.555531229e-09,-1.157006342e-02,5.773193669e-03,-5.525426037e-12,-4.354189150e-03,2.013952099e-02,4.410082009e-03,1.210303279e-03,-1.436142649e-09,-8.353163494e-09,5.666739773e-03,2.916319186e-09,-5.578700919e-03,-3.141353140e-03,-1.541304961e-02,6.995256818e-09,1.190033648e-02,-1.624745131e-02,-6.478462766e-10,-6.369281103e-09,-2.293935046e-02,-4.212498199e-03,6.632834726e-09,-3.321753539e-09,-3.944675252e-02,1.334589161e-02,-2.319804765e-02,-1.087072305e-02,1.199624315e-02,-2.062865533e-02,-1.239287294e-02,5.688067060e-03,-2.671523718e-03,5.149764940e-03,-3.181294538e-03,2.785789377e-09,3.343261313e-03,-1.142022666e-03,-7.510652300e-03,-1.398203522e-02,7.701792981e-09,7.408684777e-09,-1.282889862e-02,4.946094006e-03,1.547385938e-02,-7.666948717e-03,1.142432448e-02,-3.981805552e-09,1.377090160e-02,1.773701880e-10,-2.278358835e-09,2.013329059e-09,-5.793635733e-03,-5.433956396e-09,-2.613871731e-02,-4.106603946e-09,2.214466222e-02,-2.620133758e-02,-3.528844772e-09,1.804459468e-02,-2.058225125e-02,-2.084938576e-03,-2.306706631e-10,1.399083994e-03,3.273096461e-09,-7.002737839e-04,4.880997828e-09,-7.893281989e-03,-9.670686559e-04,1.372406539e-02,7.492859382e-03,-1.459494233e-02,4.950523547e-09,-3.207854871e-09,-1.238959748e-02,-1.004504878e-02,3.403408453e-03,-9.332825179e-09,-4.654590935e-09,-2.237663604e-03,1.081372704e-02,-1.881982607e-04,1.328585297e-02,-7.453985047e-03,-3.009010665e-02,1.701844484e-02,1.811040379e-02,-7.187301759e-03,-1.080854406e-09,3.838414031e-09,2.862206474e-02,-1.110901777e-02,5.095901899e-03,6.926698610e-03,5.420366302e-03,6.686686538e-03,1.553038042e-02,-1.597670838e-02,-1.015412714e-02,2.891022898e-02,-1.499447788e-09,-6.240698509e-03,-8.078834042e-03,-1.271073893e-02,7.352282783e-09,9.293704140e-10,-9.032515809e-03,-1.498083770e-02,-3.042025724e-03,2.901106142e-03,-7.478494268e-09,-2.640917199e-03,1.350820233e-09,8.084090730e-09,9.066289291e-03,-1.231116708e-02,4.575612489e-03,-2.205151599e-03,-6.536012981e-03,-2.886385284e-02,-4.093692079e-02,1.690273359e-02,4.582057844e-09,1.812576875e-02,7.266153457e-09,2.753939854e-10,-1.200755779e-02,-3.035661997e-03,7.599983753e-09,-4.742495250e-03,-4.889182281e-03,-1.207775902e-03,-8.229413595e-09,-3.237428609e-03,8.245662819e-09,2.829672496e-09,-1.482520998e-02,-5.263786740e-09,3.550703637e-03,-9.648361243e-03,-3.252244696e-09,6.763262839e-09,7.794401569e-09,-5.879563745e-03,-4.121361918e-09,-7.500320673e-03,-1.644909009e-02,9.716317750e-10,1.094407029e-02,-1.446229499e-02,8.270227350e-03,-2.769935836e-09,-3.653033431e-09,-4.545074872e-10,4.589566949e-09,-6.581190508e-03,-1.968382346e-09,5.068991799e-03,-6.640653027e-10,7.413486950e-03,1.039522048e-02,-8.735140436e-04,3.342688084e-03,7.579347584e-03,8.111866191e-04,3.000115417e-02,-1.459928136e-02,8.188098669e-03,-1.546486747e-02,3.998718224e-03,-1.170926189e-04,-1.223976365e-09,-1.425215695e-02,4.255654756e-03,-9.734057821e-03,3.353844397e-03,-1.668907586e-03,3.472233612e-09,-2.525067329e-02,-1.035919320e-02,-2.415731316e-03,1.327414997e-02,-6.359203253e-03,4.997108132e-02,3.996094167e-01,3.522826883e-04,1.196471900e-01,-1.617323607e-02,1.547250059e-02,1.209315378e-03,-2.989204120e-07,8.767407245e-09,2.045507426e-04,-1.573952846e-02,-7.219295949e-03,-2.456092276e-02,6.298831850e-02,3.335833317e-03,-6.939205321e-10,1.434810227e-03,3.832838312e-02,6.914418191e-02,1.338690612e-02,-7.428629790e-03,5.397481099e-02,-2.534419112e-02,2.818306144e-10,5.022799066e-09,6.903852601e-09,1.427553874e-02,-4.736487313e-10,3.401011601e-02,3.093926702e-03,3.242881741e-09,6.956551224e-03,1.872528344e-01,3.665564060e-01,3.990947828e-02,6.027670503e-01,2.663869644e-03,2.706046999e-01,-4.754327598e-09,5.613938905e-03,-2.540401928e-02,1.091674641e-01,-6.424221210e-03,-6.338443548e-09,-5.798929371e-03,6.654842943e-02,-7.543700747e-03,2.039597556e-02,-1.389111206e-02,4.415489361e-02,8.845336735e-02,5.630730093e-02,9.597959928e-03,9.942051023e-03,-8.696076460e-03,1.226669177e-03,2.957245149e-02,-3.354159617e-09,2.390787937e-03,-9.463597017e-09,7.831533998e-02,4.306518697e-09,-4.513667896e-02,5.271459668e-05,8.871682733e-02,3.324159086e-01,2.073666640e-02,5.837689042e-01,6.919134599e-09,8.182727545e-02,-2.176940512e-07,-6.021640450e-02,9.261025116e-03,6.892333925e-02,-1.243481040e-02,-1.054438297e-02,-8.523614703e-09,8.736172318e-02,-3.091945033e-10,4.132139962e-03,8.056742954e-04,3.556767851e-02,1.081640869e-01,6.346239243e-04,6.549416565e-09,3.185597807e-02,2.879558306e-04,-1.699041342e-03,2.194063179e-02,-8.608822711e-03,4.610945403e-09,3.515563731e-04,3.385041282e-02,-1.975554414e-02,-8.113067597e-03,4.628530238e-03,1.373259127e-01,3.648778498e-01,2.237004414e-02,6.005213857e-01,-6.863727700e-03,2.181925178e-01,3.383821081e-07,-2.363660000e-02,3.461911343e-03,6.529787183e-02,-6.406201981e-03,-8.178283828e-09,1.568547077e-02,5.447477847e-02,-5.322279409e-03,8.479083213e-09,1.630927622e-02,3.139584512e-02,1.158045605e-01,4.741159827e-02,1.545654959e-04,-2.406078892e-09,6.384394132e-03,1.655443944e-02,2.498003654e-02,4.636317492e-03,7.437944878e-04,6.304511913e-10,-6.292858161e-03,1.921681687e-02,3.456388786e-02,8.399116957e-09,3.621436928e-09,6.245301165e-09,-4.595271719e-09,-7.876371555e-09,-3.559346544e-03,-1.345888153e-02,4.336155485e-03,8.394195698e-03,-4.835517146e-03,-4.087503068e-03,6.701829314e-09,-1.249159127e-02,4.975305057e-09,-7.493786036e-09,-1.255089277e-08,1.916848868e-02,-1.819598675e-02,-8.711000810e-09,-1.777355745e-02,1.537233591e-02,6.645241752e-03,-1.255544224e-09,8.292698972e-09,7.759759668e-03,2.619291469e-02,-4.593065009e-03,2.474259908e-09,-6.240614969e-11,-1.444491372e-02,-4.924272187e-03,1.133060269e-02,7.370992705e-09,3.422652662e-04,1.373317325e-03,1.301229186e-02,1.631564328e-09,8.649552474e-04,1.021650061e-02,-1.708570635e-03,4.586317111e-03,8.199685375e-09,-1.078623906e-02,-1.460973872e-03,1.034215931e-02,-8.927027229e-04,5.030425731e-03,4.100852991e-09,-2.711625770e-03,-2.753379755e-03,-2.297793049e-03,8.620002490e-09,3.952854044e-09,-1.284171268e-02,-7.675926561e-09,-5.295007722e-04,-1.437804895e-03,-1.928164437e-02,3.167793583e-09,4.056280479e-03,3.057317063e-02,-4.238797352e-03,3.970756661e-03,-1.374757849e-02,8.540854789e-03,7.997046580e-09,-4.480509553e-03,1.321607083e-02,9.771308862e-03,-1.922842330e-09,-1.486352645e-02,-1.673665084e-02,-1.377958152e-02,3.559731180e-03,-6.871570367e-03,2.031782742e-09,-4.905294627e-03,-1.725521684e-02,7.327111438e-03,-4.590750891e-09,-5.268699955e-03,5.628154613e-03,6.743319333e-03,-9.392268956e-03,5.902608624e-09,-6.271345541e-03,-9.593163617e-03,1.463316024e-09,1.452892362e-09,-1.083094947e-08,-4.953620181e-09,-1.561541110e-03,1.254194416e-03,-1.887178421e-02,-1.201530639e-02,2.689123154e-03,-8.621020342e-09,4.851005971e-03,8.505008183e-03,1.824588329e-02,-6.828407617e-09,-2.204161696e-02,2.244908259e-09,6.329737138e-03,2.340954728e-03,1.324077696e-02,1.434658002e-02,3.831455018e-03,-4.302451853e-03,-3.241166240e-03,-1.188166626e-02,2.579549560e-03,-1.603925973e-02,-6.360943895e-03,-6.373187311e-09,-3.749749623e-03,2.423448997e-09,-1.108251046e-03,-2.168509737e-02,-1.070638280e-02,8.601728219e-09,-2.966455370e-02,-7.307708216e-09,-2.301689470e-03,-1.325651305e-03,-2.145279385e-02,3.997787879e-09,-9.120559320e-03,-1.305914629e-04,-2.701851539e-02,4.065024853e-02,-2.745460719e-02,-4.501261190e-02,-1.543526771e-03,-1.812598109e-01,-5.627336446e-03,3.480082750e-02,-1.349456888e-02,-1.254703850e-02,-3.769868897e-07,-3.378914669e-03,-7.802791428e-03,-9.009436518e-02,-1.041397220e-03,5.720904710e-07,-1.201882306e-02,-4.650929570e-02,-1.191178113e-01,-2.636464685e-02,3.402086440e-04,1.629122198e-01,6.285520736e-03,5.398958921e-03,-3.434940707e-03,1.279926160e-03,-2.078752592e-02,-5.596227013e-03,7.874669135e-02,-3.896964248e-03,-5.960178129e-08,-1.278453134e-02,6.795096397e-01,2.435227394e+00,1.497244090e-01,4.008896828e+00,-1.634448953e-02,1.008282423e+00,2.911576442e-02,-3.635948524e-02,6.383109139e-04,3.071379960e-01,1.510457508e-02,-1.384500042e-02,2.046103020e-08,3.293569982e-01,1.657972857e-02,5.088138580e-02,8.468646556e-03,1.823929548e-01,6.282946467e-01,2.179248780e-01,2.508725226e-02,-1.182630006e-02,5.847414553e-09,-2.844948277e-09,7.414904246e-09,-2.293696344e-09,1.298530260e-03,-8.682499640e-03,-1.767287776e-02,-3.644830314e-03,-9.130682884e-06,-4.664571490e-03,-1.527161449e-01,-1.117747203e-01,-1.895402186e-02,-1.743377000e-02,3.205793677e-03,-2.429447919e-01,-1.295797061e-03,-5.030534230e-04,6.745090708e-03,-5.500606820e-02,-3.110400542e-07,-1.428871695e-02,9.948069230e-03,-7.923803478e-02,-1.987969689e-02,-6.785075180e-03,-5.214082077e-03,-2.097310498e-02,-1.405133903e-01,-8.348567411e-03,6.175939316e-09,1.026282385e-01,-1.426639362e-09,9.080651216e-03,-5.350836436e-04,8.515471883e-09,1.029251423e-02,-3.174497998e-09,4.678722844e-02,6.304560229e-04,1.576800086e-02,-1.040996052e-02,4.870019555e-01,2.750165462e+00,1.143622845e-01,4.397343636e+00,9.016494773e-10,7.333641648e-01,1.299018506e-02,-4.302977771e-02,-1.244519837e-02,2.198105156e-01,-1.248868648e-03,-1.348368261e-08,1.638755202e-02,3.254064620e-01,-1.682733855e-04,6.724115461e-02,1.273310091e-02,1.924696416e-01,6.440825462e-01,1.421775967e-01,-1.264844555e-03,-2.693152800e-02,-8.166535757e-03,-3.038973517e-09,-6.653371733e-03,-1.375453733e-02,1.907316527e-09,-1.522243775e-09,-1.971289143e-02,8.351297118e-03,5.719700363e-03,-3.658844624e-03,6.755340287e-09,4.007912874e-01,-3.142277524e-02,-1.593936980e-01,-6.126107648e-03,-1.456156075e-01,1.283275709e-02,-4.146618024e-02,7.570829242e-03,-1.647823490e-03,2.727596893e-06,1.771793584e-03,-7.592705078e-03,1.902857795e-02,1.643094048e-02,-2.247721422e-03,2.378287166e-02,9.196000174e-03,2.985510789e-02,-8.378755301e-03,1.049703241e-10,7.373496890e-02,3.010589629e-03,-2.066072775e-03,-3.612185828e-03,2.327256091e-02,-1.575963758e-02,1.355031505e-02,3.712010011e-02,1.478095632e-02,-9.368287479e-09,-8.078616887e-09,3.214253187e-01,1.600744963e+00,1.093864664e-01,2.498467684e+00,5.080770804e-10,4.969008565e-01,1.288912799e-08,-4.667242989e-02,-1.411345415e-02,1.351492703e-01,9.946799837e-03,-1.880043232e-09,7.232320964e-09,2.134410590e-01,7.786083035e-03,1.465059537e-02,7.028543390e-03,1.417090446e-01,3.740159571e-01,1.261387318e-01,4.740791861e-03,-2.159693757e-09,1.528712157e-09,1.557802082e-10,1.516092569e-03,1.971341670e-03,-3.269437328e-02,-1.788156107e-02,-2.751274593e-02,-1.507505681e-02,-1.042052736e-05,1.028871723e-02,-7.335148007e-02,1.141085103e-01,-3.774321824e-02,-1.096936241e-01,-1.051672082e-02,-1.469085217e-01,-8.377545513e-03,-2.985627204e-02,-3.061121888e-02,-1.963000931e-02,-3.683440184e-07,7.224117406e-03,-8.511884516e-06,-6.018203124e-02,-3.089132532e-02,-2.148258733e-03,-6.037851796e-03,-3.168972954e-02,-4.208211973e-02,-9.916189592e-04,-1.491166372e-02,7.722528279e-02,-1.197786648e-09,-1.389863715e-02,1.250177850e-09,-8.497913484e-09,1.483446220e-03,-1.418239903e-02,5.242874846e-02,1.160583831e-02,1.699917762e-09,4.610426263e-09,5.074676275e-01,3.064680815e+00,8.021910489e-02,4.887619972e+00,5.772772926e-09,7.476410270e-01,-1.402388886e-02,-1.112820022e-02,2.963365521e-03,2.153429091e-01,3.600887954e-03,6.790116429e-03,6.423841903e-09,4.212376773e-01,-4.593923020e-09,2.883163281e-02,-6.309242018e-09,2.360805869e-01,7.290786505e-01,1.270404458e-01,4.010372330e-03,-5.942321941e-02,-3.905116230e-09,1.236809211e-09,-1.851486042e-02,-7.626591716e-03,2.103115460e-09,-1.093538757e-02,-1.476525236e-02,-3.398038447e-02,-4.437817438e-07,-2.850328106e-03,-2.950513968e-03,4.408769906e-01,-7.513691206e-03,-2.136245668e-01,-3.790408543e-10,-4.742688686e-02,5.282846587e-07,-3.575056791e-02,-3.073713742e-05,-1.148599014e-01,-1.920971647e-02,1.201886102e-03,6.007538786e-07,2.509595081e-02,1.700098068e-02,-6.490659121e-09,-2.348969318e-02,2.835603431e-02,1.195004508e-01,-8.586645173e-09,3.612470115e-03,1.100758538e-01,5.363778211e-03,-2.875836194e-02,9.974559769e-03,-2.419590717e-03,6.309162970e-09,-6.647940259e-03,4.145247489e-02,1.924578287e-02,2.188940160e-02,-6.976278033e-03,3.110563159e-01,7.932367325e-01,4.741657153e-02,1.224988461e+00,1.836088672e-02,4.881092906e-01,-7.444574963e-03,-1.680832356e-02,2.398947813e-02,1.519394368e-01,1.103671384e-03,-1.266181715e-09,-3.596191789e-09,1.514236033e-01,-2.423655096e-04,3.523723781e-02,-3.917417023e-03,9.048021585e-02,2.236799449e-01,1.230152026e-01,1.634031162e-02 +biases1 = -1.880020350e-01,-1.191202435e-03,-1.787700318e-02,1.983331749e-03,-1.728131552e-03,-5.968779442e-05,0.000000000e+00,-1.046427637e-01,-1.687195628e-08,-5.398772773e-04,-1.134680025e-02,-5.476214290e-01,-3.227113485e+00,-1.494929492e-01,-4.431956291e+00,1.524225968e-09,-9.585781693e-01,-2.104916144e-03,8.897021180e-04,3.500933526e-03,-4.029941261e-01,-7.766522467e-03,-3.775979858e-03,-6.196633913e-04,-3.500632346e-01,-5.491387565e-03,-5.377936736e-02,-5.774095771e-04,-2.432211787e-01,-7.046575546e-01,-2.500610054e-01,-2.521141991e-02 +weights2 = 3.055043146e-02,-5.993922514e-08,-5.715919738e-09,-1.456302670e-07,-6.791945850e-08,7.696084481e-08,6.976607381e-08,-2.798708643e-08,1.745413840e-07,-2.708132342e-05,-9.342285193e-05,2.851795554e-01,4.269304276e-01,1.118664699e-07,5.934957862e-01,1.165624131e-08,4.640868306e-01,-1.753727702e-04,3.065406872e-06,-9.810921142e-08,1.779658198e-01,4.458292551e-06,-5.376354295e-08,-3.959727110e-05,4.836476594e-02,-2.783776942e-08,1.834264913e-05,3.173527602e-06,2.059620433e-02,5.201379210e-02,3.599360585e-02,1.095980906e-07 +biases2 = -1.165981650e+00 diff --git a/params/D00131.001.txt b/params/D00131.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a733e451c36086b6304c95ca3d7743e240f8ae3 --- /dev/null +++ b/params/D00131.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.010716036e-01,-3.134393692e-01,3.064555228e-01,-3.476875126e-01,-1.272814870e-01,-4.269736111e-01,5.547606200e-02,7.689406276e-01,-9.831775911e-03,2.783130705e-01,1.951178163e-01,2.680963874e-01,1.143761635e+00,2.648206651e-01,1.996011436e-01,-1.975578070e-01,-2.182964087e-01,3.123811632e-02,-2.719836831e-01,3.423080221e-02,-1.010757461e-01,2.369424999e-01,-1.723551154e-01,-8.484364152e-01,-1.046681311e-02,-1.912208945e-01,-2.197239846e-01,-5.318890214e-01,-5.653507113e-01,-2.170883417e-01,-2.460952252e-01,-2.571483329e-02,1.653563976e-01,3.285609782e-01,-2.158458829e-01,2.710921764e-01,-3.075682223e-01,8.135652170e-03,-9.317769110e-02,-9.689235091e-01,-1.147532612e-01,-2.405715585e-01,-2.189985216e-01,1.800836474e-01,-2.959537506e-01,-2.002480179e-01,-1.629065424e-01,2.374787033e-01,-1.690539867e-01,-7.012930512e-02,1.999492943e-02,-2.046484798e-01,-9.188627452e-02,-1.467991155e-02,3.165407479e-02,8.537624478e-01,-1.244689226e-01,-1.138471290e-01,-5.050113797e-02,-1.324804276e-01,-6.218069196e-01,-1.158649847e-01,-7.867294550e-02,-1.771879196e-01,-7.686839253e-02,-4.586821496e-01,2.485570312e-01,1.595113985e-02,-2.004333586e-01,-5.028929114e-01,6.765006483e-02,6.597317755e-02,-1.283097118e-01,1.812033504e-01,7.537834346e-02,1.797632277e-01,-5.469136834e-01,-4.266602919e-02,7.234963775e-02,-3.129941523e-01,-2.914812863e-01,2.250123322e-01,-6.324816495e-02,-5.976707935e-01,-1.917693764e-01,2.649791241e-01,-1.414000392e-01,-8.177452721e-03,2.440012246e-01,-2.745756507e-01,-3.468402848e-02,-2.359226048e-01,-5.923013687e-01,-5.283280089e-02,3.991415352e-02,4.221731797e-03,3.606158197e-01,2.226190418e-01,-4.836949408e-01,6.404787898e-01,-1.414882988e-01,1.674206257e-01,-1.380392760e-01,-4.200315177e-01,-4.085036814e-01,-1.100765616e-01,-2.307923436e-01,-4.179145023e-02,1.368490696e+00,-2.200040370e-01,-2.624250054e-01,3.363715410e-01,-3.138258457e-01,-1.237329561e-02,1.356427968e-01,-3.069365621e-01,-9.356287122e-02,-1.255967021e-01,3.558481485e-02,1.658631414e-01,3.606645018e-02,-6.224555150e-02,-1.041310951e-01,-1.169728786e-01,-5.717918277e-01,4.477281868e-02,-1.377739757e-01,-1.919871867e-01,-1.009375304e-01,-6.747959256e-01,-1.103269234e-01,-9.525383264e-02,-1.295821667e-01,-1.468498707e-01,-3.529564012e-03,-2.835565507e-01,3.790765107e-01,2.630243301e-01,3.214190155e-02,2.470204979e-01,8.402732611e-01,1.228216887e-01,2.790854573e-01,-3.786667287e-01,-3.087109625e-01,3.669652939e-01,-9.852267802e-02,-3.536187857e-02,-2.379864901e-01,1.667430997e-01,-1.435335726e-01,1.348351538e-01,1.223113984e-01,-4.171905220e-01,-1.466075629e-01,-5.333440304e-01,-8.198808432e-01,-2.976902127e-01,-1.380432099e-01,1.595347971e-01,4.838625789e-01,2.853964269e-01,7.018369436e-02,3.996595144e-01,-2.456386238e-01,-7.152300328e-02,1.980077941e-03,1.161102653e-01,-1.051097870e+00,4.238454252e-02,-1.892052442e-01,1.335231066e-01,2.177894264e-01,-1.051135734e-01,-2.901588380e-01,3.306436241e-01,-3.987020254e-01,-3.302782075e-03,-2.747970819e-02,-5.163471699e-01,-1.407738589e-02,-1.439398825e-01,-3.314462304e-02,-1.627347767e-01,2.919532061e-01,-1.547718644e-01,9.297640994e-03,-6.226420403e-02,-5.773218274e-01,7.844455540e-03,-1.362853199e-01,-2.779542506e-01,-2.295852154e-01,-6.062629819e-01,5.423205718e-02,6.382566690e-01,-3.478999808e-02,-1.981213987e-01,6.389962137e-02,2.381189317e-01,-1.326731443e+00,2.702831626e-01,8.657564968e-02,2.218913734e-01,6.472706795e-01,5.391173363e-01,2.850245237e-01,-4.241712391e-01,-3.878510892e-01,2.425841987e-01,-1.461983472e-01,-4.381407797e-01,-1.699846089e-01,2.138320953e-01,-1.270109713e-01,-5.167860985e-01,1.076613784e+00,-5.714521408e-01,-1.619151235e-01,-5.526879430e-01,-9.649447203e-01,-4.740108252e-01,-3.490154743e-01,1.492815912e-01,7.631632090e-01,6.884560734e-02,-8.468955010e-02,-7.923921943e-01,-2.666255236e-01,1.353824139e-01,-7.678665221e-02,-2.031484842e-01,8.030276299e-01,1.568232626e-01,-1.274424344e-01,1.973948479e-01,-9.615266323e-02,-1.604572088e-01,-1.734293103e-01,2.940919995e-01,-4.684680700e-01,2.701004744e-01,1.088114735e-02,3.407240510e-01,-1.588336974e-01,-3.483265936e-01,-3.719460964e-02,2.847566903e-01,-8.099849224e-01,-1.224031895e-01,-9.105176479e-02,-8.206717670e-02,7.310217619e-02,-1.734939218e-01,-5.108261108e-02,-1.841304600e-01,-3.764539659e-01,-1.214762032e-01,1.624456793e-01,7.524147034e-01,-8.605135232e-02,-2.020999938e-01,8.727804571e-02,-6.855039392e-03,-2.317689508e-01,2.034627050e-01,1.560161412e-01,1.592857242e-01,3.741212487e-01,-6.527048945e-01,-3.079535961e-01,-2.695437372e-01,-4.965025485e-01,1.972084939e-01,-1.500439197e-01,-5.992038250e-01,-1.932306737e-01,1.104990616e-01,-1.653221250e-01,-1.030159369e-01,5.973443016e-02,-7.913572788e-01,-2.535329759e-01,-4.700304866e-01,-5.260344148e-01,-1.135985777e-01,-3.547874391e-01,7.840701938e-02,1.127034068e+00,-1.733651012e-01,-1.926842332e-01,-4.351290762e-01,-2.729882300e-01,3.687325493e-02,-7.536035776e-02,-1.362029910e-01,-1.106145456e-01,1.040083542e-02,-1.998265386e-01,3.969118465e-03,-3.049858809e-01,9.424026012e-01,7.207990885e-01,2.458067387e-01,-5.779200792e-01,7.323729247e-02,1.535534766e-02,3.474265710e-02,-7.540268451e-02,-1.411304474e-01,-2.282336541e-02,5.291673169e-02,2.367042564e-02,3.127992749e-01,4.649970215e-03,9.096639603e-02,1.152957231e-01,-4.479501247e-01,-3.463849127e-01,-2.195495218e-01,-4.721524417e-01,1.062756479e-01,2.271186560e-01,-2.604951710e-02,-7.174870372e-02,-5.350468159e-01,6.908086687e-02,3.001849726e-02,-7.286603795e-04,7.271301746e-01,1.436921656e-01,3.995418549e-01,1.994582564e-01,4.365570843e-01,1.809875220e-01,-4.094106257e-01,-4.896708727e-01,-1.570180207e-01,-8.846749365e-02,-1.907389425e-02,-9.253732860e-02,3.002190292e-01,-2.059927285e-01,-1.496352404e-01,-1.904237419e-01,-9.284511805e-01,-3.132625222e-01,-6.500313282e-01,-2.631937265e-01,-5.430711508e-01,-4.359980226e-01,1.636555940e-01,1.281126022e+00,-1.581742913e-01,-1.615965366e-01,-2.220258713e-01,-2.713989019e-01,-3.711407632e-02,-2.522131801e-02,-1.103466302e-01,3.508178517e-03,-5.471705794e-01,9.518132359e-02,2.189119607e-01,-2.497901171e-01,-2.963705659e-01,5.310399458e-02,2.859179378e-01,-6.383191347e-01,1.853384227e-01,-1.402798295e-01,1.821756735e-02,-1.932907403e-01,7.637949288e-02,-1.573011279e-02,3.395991772e-02,-6.961116940e-02,4.809338450e-01,-2.189322412e-01,-1.857897639e-01,-2.738043666e-02,1.346669048e-01,-8.435203880e-02,-2.055338621e-01,-2.052105367e-01,2.156796753e-01,3.040838540e-01,-3.383119032e-02,-5.903997645e-02,-5.657672882e-01,1.113964468e-01,-6.225823611e-02,1.660524905e-01,-5.045574307e-01,1.542162057e-02,2.910865843e-01,1.158645302e-01,8.354833722e-01,5.517507792e-01,-3.471558392e-01,-7.395355403e-02,-3.428476453e-01,-4.834200144e-01,-1.132802218e-01,-8.410705626e-02,3.823281825e-01,-2.063322663e-01,5.381327122e-02,-1.765813231e-01,9.014312029e-01,-7.457430363e-01,-3.668162525e-01,-1.865057200e-01,-5.544615388e-01,-5.176461935e-01,2.735050619e-01,7.699471712e-01,-2.762150252e-03,-3.251330182e-02,-4.077208787e-02,-3.422042131e-01,-1.441296190e-01,-9.673754871e-02,-1.059261486e-01,-1.148473546e-01,-1.177390069e-01,5.749975443e-01,-7.000362128e-02,-1.195858195e-01,-6.127530336e-01,-6.018866301e-01,1.285663247e-01,-8.106233478e-01,1.058006659e-01,4.801127687e-02,-5.947275832e-02,-1.432643980e-01,1.331776232e-01,1.331576146e-02,-8.083997667e-02,-1.314039379e-01,-5.449858308e-01,-1.416145414e-01,-7.187647372e-02,-1.492935121e-01,6.255100667e-02,2.801311016e-01,-2.204450518e-01,-1.693393141e-01,2.873848677e-01,2.834440023e-02,6.765297055e-02,7.988870889e-02,-4.026986957e-01,8.858043700e-02,-2.258725464e-02,-1.751298457e-02,6.275836825e-01,5.532200336e-01,1.486883461e-01,-3.529796004e-02,-1.776117682e-01,5.250404477e-01,-2.806101143e-01,1.184564754e-01,-2.808396518e-01,-2.959737182e-01,-4.867838696e-02,-2.314863950e-01,3.366850317e-01,-3.395293653e-01,-7.538445294e-02,-1.263710260e-01,-1.047959566e+00,-9.076759219e-01,-3.779663444e-01,-2.250209749e-01,1.263724416e-01,-6.390816569e-01,1.794915646e-01,2.571992278e-01,-6.679033488e-02,5.388404801e-02,2.168979496e-02,-3.298808634e-01,-2.956416905e-01,1.267240848e-02,-7.489085663e-03,4.483008385e-02,1.574912220e-01,-4.661776721e-01,6.609657407e-02,-5.032759160e-03,3.628788516e-02,1.505973190e-01,1.587539911e-02,-5.267959833e-01,3.429084271e-02,5.036734417e-02,-2.892813385e-01,-1.462465078e-01,1.643594354e-01,6.080314144e-02,-8.866615593e-02,-1.568225473e-01,-6.549977232e-03,5.255357027e-01,-5.189757422e-02,-7.583323121e-02,-2.546060085e-01,-3.237350881e-01,-7.889292389e-02,-2.834235430e-01,1.055184081e-01,-3.283224767e-03,-2.882468402e-01,1.885849535e-01,-2.970756292e-01,5.913688987e-02,-4.141517729e-02,-1.327731907e-01,3.592813015e-01,4.123736620e-01,2.437946945e-01,2.148032002e-02,2.970706820e-01,-2.049076855e-01,-2.459707558e-01,4.336991161e-02,-2.675980330e-01,5.190204456e-02,-1.000536904e-01,-6.866074800e-01,2.537966371e-01,-1.954036020e-02,-4.657784104e-02,-4.797552899e-02,-2.723805010e-01,-1.660516113e-01,-5.052975416e-01,-1.609252691e-01,-7.974717617e-01,5.604032874e-01,1.225613505e-01,2.083838284e-01,6.559771299e-02,-2.615346611e-01,3.313901424e-01,2.055725306e-01,-4.376757443e-01,-2.729596496e-01,-1.681450605e-01,1.704347432e-01,-3.370679542e-02,-6.965206265e-01,9.162373096e-02,-1.051953584e-01,2.243565917e-01,-6.772401929e-01,-9.188004583e-02,-2.907567322e-01,7.313226908e-02,4.890493304e-02,-1.913736761e-01,-3.322766423e-01,2.848721147e-01,5.634263530e-02,6.248122826e-02,-2.470809072e-01,-3.215135932e-01,1.542963982e-01,-4.398985207e-02,-9.612585604e-02,5.997910164e-03,3.619201481e-02,4.937605560e-02,-4.506485909e-02,-1.064447220e-03,-7.623714954e-02,-1.697850823e-01,-7.057309747e-01,9.129749984e-02,-3.031746447e-01,-1.194640398e-01,-1.663323939e-01,1.982398480e-01,-1.882616282e-01,2.138732970e-01,-1.810296625e-02,-1.947718114e-01,2.799702883e-01,-1.563198119e-01,-1.005041525e-01,-1.166512296e-01,-3.196273446e-01,1.330917478e-01,-5.583783388e-01,1.491065323e-01,-6.953749061e-01,-6.383092701e-02,7.846054435e-02,-6.783348322e-01,8.429041505e-01,-3.100313246e-01,-1.258231401e-01,5.352753773e-02,-9.080691338e-01,8.808706887e-03,6.281089038e-02,-1.103866845e-01,4.022594392e-01,2.920725346e-01,1.103103399e+00,-6.779168844e-01,7.079997659e-01,-4.087639600e-02,6.974203140e-02,2.008228302e-01,-3.818916082e-01,-7.961964607e-02,-3.633586317e-02,1.985496730e-01,-1.445132345e-01,-1.830163449e-01,-2.386287600e-01,2.036818117e-01,-1.705715954e-01,-5.034837127e-01,-4.668462574e-01,2.417689264e-01,1.131841019e-01,2.785693109e-02,-2.382763326e-01,1.227408368e-02,-5.656569600e-01,-4.008729383e-02,-1.616164446e-01,-3.269641101e-01,4.862160683e-01,1.637606770e-01,-7.269689441e-02,2.392435223e-01,2.757480145e-01,-3.091365099e-02,5.815142989e-01,3.438401520e-01,9.181422740e-02,-1.038957760e-01,-8.010599762e-02,2.861865461e-01,-3.487731516e-01,1.237284616e-01,-4.172754288e-02,3.431654871e-01,-2.012280226e-01,1.872288645e-03,-2.022817284e-01,-3.528986871e-01,3.262336850e-01,2.590519190e-01,-5.670987368e-01,-3.998775035e-02,8.923251033e-01,3.748888522e-02,-4.627752677e-02,-4.360219538e-01,-1.265074730e+00,-2.628663182e-01,-1.522529125e-01,-1.687504649e-01,-2.610228956e-01,8.002626896e-02,6.855317205e-02,-7.356340438e-02,-3.473060131e-01,3.099346533e-02,-5.385160446e-01,-7.142193913e-01,-1.339687347e+00,9.151061624e-02,2.307710499e-01,-1.135669053e-01,1.019059777e+00,-1.000571027e-01,-1.292249709e-01,-7.429841161e-02,1.920389086e-01,-2.329931259e-01,-1.164117455e-01,1.632767320e-01,-4.181918800e-01,-5.064752102e-01,-1.035928428e-01,2.126222551e-01,1.780495048e-01,-2.197708786e-01,-3.649322093e-01,-9.630945860e-04,3.042777777e-01,2.175644226e-02,-1.803920791e-02,-3.694713712e-01,-1.688573323e-02,-1.203323528e-02,6.783322431e-03,1.084605455e-01,7.336933017e-01,-3.321546912e-01,-5.785425305e-01,4.252682030e-01,-4.104437828e-01,-1.683573574e-01,-2.109864503e-01,2.034030706e-01,7.055228353e-01,-3.875317425e-02,-6.211532280e-02,-6.081002206e-02,3.681165278e-01,1.795443147e-01,-1.215938106e-01,-3.811695874e-01,-1.799145192e-01,9.577017277e-02,-4.365598559e-01,-1.068496406e-01,-1.047293067e+00,-3.144095093e-02,-4.782019183e-02,-1.594045013e-01,-9.323840737e-01,-1.718531251e-01,-1.988474727e-01,-1.773061603e-02,-4.274764955e-01,-3.517420962e-02,4.420557525e-03,4.416744038e-02,-4.561547637e-01,2.101897597e-01,-4.485140145e-01,-9.075416327e-01,1.219214320e+00,-4.722019657e-02,3.154038191e-01,-1.043020338e-01,-3.878607452e-01,-4.916131496e-03,1.425413298e-03,-4.668413475e-02,-7.378084958e-02,-3.079033792e-01,-2.135530561e-01,2.046013921e-01,-2.598868608e-01,-2.208264619e-01,8.359638453e-01,3.947923183e-01,6.261273474e-02,5.143011734e-02,-3.116470575e-01,-2.060342580e-01,3.218850195e-01,-1.624797820e-03,-8.322914690e-02,-1.414211988e-01,-1.529991925e-01,-1.855335664e-03,1.960202307e-02,4.561505020e-01,-7.287053466e-01,-6.445990801e-01,8.110380769e-01,5.079957843e-01,-8.573755622e-02,-3.002206087e-01,-5.037516952e-01,1.008929610e-01,-1.762597077e-02,-2.125520855e-01,9.486611001e-03,-3.074708283e-01,1.236819774e-01,6.411164999e-01,-3.669505417e-01,-3.482630551e-01,-4.614402354e-02,-2.774979733e-02,-8.139645457e-01,-1.332001835e-01,1.099801421e+00,1.523975432e-01,2.093971223e-01,-2.564378083e-01,-6.635044515e-02,5.850669369e-02,-1.782956868e-01,-2.338042408e-01,-2.520926595e-01,-7.665385604e-01,8.772174269e-02,-3.023624122e-01,8.453623056e-01,5.290030241e-01,-2.869358361e-01,-7.904869914e-01,-1.188291192e+00,-1.272821054e-02,2.925162613e-01,8.739364892e-02,-2.585642636e-01,3.758629411e-02,-1.354179084e-01,3.180680573e-01,-8.836916834e-02,2.299591899e-01,-6.285781413e-02,1.692267954e-01,-2.350357324e-01,-1.034634039e-01,-3.401383460e-01,2.196705937e-01,-5.466330796e-03,-3.509295732e-02,-2.542989254e-01,-2.003587186e-01,4.946440458e-02,-9.950412065e-02,-3.688969463e-02,-4.418953508e-02,-6.821683049e-02,-2.712160349e-01,-2.316597253e-01,4.053127766e-01,-1.510922760e-01,-4.748986959e-01,-8.164576292e-01,5.092587471e-01,-9.545899183e-02,-4.926086664e-01,-7.969125509e-01,1.659986973e-01,8.394384384e-02,-2.954558730e-01,1.658285409e-02,-1.378795952e-01,2.073145509e-01,-4.344505072e-01,-5.040892586e-02,-3.651262224e-01,3.780002892e-01,1.857981384e-01,1.178361654e+00,-2.519548535e-01,-6.898057461e-01,1.089404598e-01,3.061125278e-01,-2.646335661e-01,-3.497624993e-01,-2.506975234e-01,-2.504947186e-01,2.659612894e-02,-2.194340378e-01,2.699950933e-01,-3.213170916e-02,-7.638134807e-02,-8.438395858e-01,2.176116705e-01,-3.468602300e-01,-6.844715476e-01,4.145209193e-01,1.578710526e-01,5.536569953e-01,6.053531170e-02,7.959776372e-02,3.274625838e-01,-8.431090415e-02,3.321191370e-01,5.832746625e-02,9.944496155e-01,-8.788172156e-03,1.395895798e-02,4.533928335e-01,-1.759398580e-01,-6.443785429e-01,2.312516421e-01,1.920535713e-01,3.006553836e-02,-3.194616735e-01,-2.305030376e-01,-1.067932174e-01,4.138930235e-03,-2.195409127e-02,-4.892330468e-01,-3.351554871e-01,-9.941319823e-01,2.521386147e-01,3.686428368e-01,1.716597378e-01,-8.790442348e-01,-6.746441871e-02,2.984842658e-01,1.294618547e-01,-8.596353531e-01,-1.163554907e+00,7.453711331e-02,5.229186267e-02,-2.372572869e-01,8.623428643e-02,1.167841181e-01,6.867480930e-03,4.323715866e-01,-8.926225305e-01,-3.122730255e-01,-4.070018232e-01,4.185369611e-01,-1.202985644e+00,-2.276155800e-01,-1.518954039e-01,4.316686392e-01,7.178810835e-01,-5.379682407e-02,-2.827774882e-01,4.786226153e-01,-2.471318543e-01,2.224915773e-01,-1.535487026e-01,-7.021633387e-01,1.611797512e-01,-6.736353040e-03,1.193067953e-01,4.636924863e-01,2.201716453e-01,-6.649616957e-01,-2.323459387e-01,3.653906584e-01,5.358228683e-01,2.106248774e-02,-7.273431867e-02,-1.955385953e-01,-1.454868466e-01,-3.771529198e-01,9.085618705e-02,2.844221592e-01,1.601406932e-01,-7.362543046e-02,-4.940461367e-02,-2.494666427e-01,4.210003316e-01,3.992841542e-01,7.761972398e-02,-1.326628327e-01,-3.479865491e-01,-3.082890213e-01,7.180691231e-03,-2.619775236e-01,-3.655641153e-02,-2.337489277e-01,-2.319062501e-01,-1.789753139e-01,-1.201878116e-01,8.818182349e-01,1.568912864e-01,-7.790048718e-01,2.456011623e-01,1.468839526e+00,5.589094013e-02,-1.514556408e+00,-6.154735684e-01,2.604151964e-01,8.334132284e-02,7.316281796e-01,9.390195459e-02,-8.091246337e-02,9.557566047e-02,-1.054427475e-01,-9.549709503e-04,-4.543624520e-01,-3.109059036e-01,4.474229217e-01,-2.760033011e-01,-8.389180899e-01,1.541848760e-02,4.894992709e-01,5.448048115e-01,-8.400125057e-02,-1.578839719e-01,1.222135067e+00,-2.193959951e-01,-1.059543788e-01,5.484492704e-02,-7.069160789e-02,-1.356156468e-01,-1.012688518e+00,1.249607187e-02,3.112179041e-01,-3.403872550e-01,1.072025672e-01,-2.019804269e-01,4.219194651e-01,-2.117945999e-02,-2.972361073e-02,-1.281417012e-01,-1.026945591e+00,-1.294731051e-01,1.429392695e-01,-1.113335863e-01,5.013546348e-02,-6.582193822e-02,5.599766970e-01,-2.167341858e-02,-2.270514518e-01,-2.572956681e-01,-9.350520968e-01,-4.852249473e-02,4.084343314e-01,-1.651410460e-01,-4.144434333e-01,-9.061849862e-02,-1.142825127e+00,-8.699792624e-02,-2.254313529e-01,-3.259351254e-01,-3.850676492e-02 +thresholds = -1.287160277e+00,-9.903351963e-02,-6.574011445e-01,-9.883635044e-01,-2.512928963e+00,-7.841697335e-01,-7.109966874e-01,-7.800757885e-01,-1.030297399e+00,-1.068650246e+00,-1.174352527e+00,-8.630932570e-01,-1.363291621e+00,-1.079481125e+00,-1.148282766e+00,-6.592255831e-01 +weights1 = -1.583884284e-02,-1.459730566e-01,1.165251955e-01,-1.232249290e-02,-9.292999282e-03,-4.171517678e-03,3.152536154e-01,-2.034594491e-02,-2.487799618e-03,-3.784099361e-03,9.063116461e-02,-2.296306193e-03,-1.049898658e-02,1.022510347e-03,-1.703590304e-01,4.471784923e-03,9.088017978e-04,-4.227369130e-01,-3.418535925e-03,-3.393564746e-02,5.749636330e-03,5.323574413e-03,-8.546126634e-02,3.259911537e-01,-1.778747439e-01,7.066795230e-02,-4.708035558e-04,5.215639248e-02,-1.075713485e-01,-1.469050068e-02,-2.670862079e-01,-1.980174035e-01,6.732014008e-03,-1.682134420e-01,1.944615878e-02,3.091434017e-03,-8.976260200e-03,9.631074034e-03,1.359688491e-01,-1.433135197e-02,4.314063583e-03,-3.116497770e-03,6.062768027e-02,-4.791073967e-03,3.132613609e-03,-8.818040951e-04,-3.254728019e-01,1.144433045e-03,1.602908713e-03,-1.166601181e+00,-2.652706346e-03,-7.657150272e-04,-1.500019454e-03,-9.466917254e-03,5.672810599e-03,1.996328682e-01,7.218586653e-02,-3.037963510e-01,7.707438432e-03,-2.085818946e-01,-1.648840457e-01,-2.211860195e-02,-3.018738627e-01,8.243784308e-02,-7.558597717e-03,-7.504494488e-02,3.678987920e-02,-3.003918938e-02,-1.717441948e-03,-5.678234622e-03,3.138034344e-01,-2.317358740e-02,4.894443555e-04,-7.461117115e-03,-7.605846226e-02,-2.890054835e-03,-5.870173685e-03,-1.397337997e-03,-6.204898953e-01,-1.222874154e-03,-2.670258516e-03,-1.181922033e-01,-7.208726835e-03,-4.948489368e-02,-6.731782109e-03,-2.130683977e-03,-1.186544672e-01,-7.684946060e-02,-1.929381341e-01,-3.694370091e-01,-3.637875663e-03,-4.204173684e-01,-2.625487149e-01,-1.101786736e-02,-7.263333797e-01,-6.566500664e-01,-3.587583080e-03,8.015329391e-02,-3.173345700e-03,6.352373399e-03,2.629562747e-03,-8.477023221e-04,-4.730546847e-02,9.773186175e-04,1.025648229e-02,-2.476860303e-03,-4.477231950e-02,-9.811793454e-03,3.072634107e-03,-4.462179262e-03,1.719679385e-01,1.713859499e-03,-7.820907049e-03,5.815777779e-01,2.711369656e-03,-4.070502240e-03,-3.231778042e-03,1.530521899e-03,-3.030294925e-02,-1.180711165e-01,-1.604131758e-01,1.498672515e-01,-8.391230367e-04,2.398533076e-01,6.786045432e-02,3.326244187e-03,3.118231893e-01,-2.607034743e-01,2.822224749e-03,-2.858850639e-03,-1.094206423e-01,-1.285631093e-03,-7.942076772e-04,-3.315613372e-03,-1.665499210e-01,5.702340510e-03,-2.426246880e-03,-3.652726999e-03,-8.917330205e-02,4.682485480e-03,-7.543228567e-03,-2.304616151e-03,2.514750883e-02,2.360977931e-03,-7.014456205e-03,1.981410384e-01,8.048514137e-04,1.282344945e-02,-4.950264003e-03,-3.659407841e-03,4.710312188e-02,-1.889410317e-01,9.953074157e-02,1.188998744e-01,-1.992468257e-03,8.854372799e-02,9.682776034e-02,-3.630659310e-03,7.408103347e-02,-1.674245149e-01,-1.618526439e-04,1.001088545e-01,-6.340824068e-03,-1.223112224e-03,4.085267137e-04,-8.933249628e-04,-7.679318637e-02,5.352938082e-03,6.015763618e-03,7.406722289e-03,-2.805141173e-02,5.755864549e-04,2.846779535e-03,-2.877153689e-03,1.840111613e-01,3.682955401e-03,-1.402746304e-03,6.891135573e-01,4.906777292e-03,2.227714052e-03,1.027848851e-02,8.917324245e-03,-5.014964845e-03,-7.509770244e-02,-8.094640821e-02,2.348250151e-01,-1.044029277e-02,1.856328696e-01,1.243077070e-01,3.697143868e-03,1.511768103e-01,-1.238854527e-01,-1.615396142e-02,1.373284757e-01,-6.008776277e-02,7.436810993e-03,-3.969828598e-03,2.950735623e-03,-5.017115548e-02,2.206010185e-02,-4.357213154e-03,-1.030553970e-02,1.440281570e-01,3.433161648e-03,5.027540494e-03,-4.043188237e-04,1.271423697e-01,-2.954341006e-03,-2.447000472e-03,1.860311180e-01,-1.055772830e-11,-4.777800641e-04,1.082089366e-04,-8.082470857e-03,5.438143015e-02,2.732693255e-01,1.001550034e-01,3.400264680e-01,-7.157496642e-03,3.913103640e-01,7.224361598e-02,-4.053879995e-03,4.085541070e-01,1.573363841e-01,-5.455502775e-03,6.771107018e-02,-3.965571057e-03,1.299215597e-03,-2.740036929e-03,1.029837504e-02,-2.218458802e-02,-1.642409625e-04,-9.692298248e-03,-4.109750967e-03,-8.842497133e-03,-9.053598158e-03,-3.162752371e-03,-9.314988856e-04,1.329460144e-01,-1.857863739e-03,1.116297673e-03,3.509490192e-01,-1.103716902e-02,-1.991554018e-04,-2.930778777e-03,-1.027390081e-02,-1.387237757e-02,-1.780762523e-02,-2.353322320e-02,1.407560259e-01,-1.762805623e-03,1.927336156e-01,7.209204137e-02,5.004816223e-03,2.015828937e-01,-4.357165843e-02,2.041210653e-03,1.153456718e-01,6.813946180e-03,2.701107971e-02,-3.095319960e-03,6.359169725e-03,4.363468289e-02,1.994863898e-02,-8.301250637e-03,-2.260878915e-03,-1.120149419e-01,-3.435041057e-03,3.850286826e-03,-4.031258635e-03,4.205126166e-01,2.624184126e-03,-5.426735152e-03,3.735981584e-01,7.587932050e-03,-2.747996477e-04,4.273488012e-04,-5.013362039e-03,1.312250551e-02,-9.450070560e-02,6.180463359e-02,2.633793652e-01,3.082631389e-03,5.108714700e-01,1.096106991e-01,-2.138162032e-03,9.955639243e-01,-2.486195043e-02,-6.116188597e-03,2.577080764e-02,-1.338997972e-03,-7.048978470e-03,8.143207990e-03,-3.795513418e-03,3.472902579e-03,3.775574733e-03,5.137635890e-05,1.150039490e-02,-9.432232007e-03,-1.871013897e-03,2.873753197e-03,-1.379890018e-03,6.372177601e-02,1.277375268e-03,1.048072055e-02,1.870664954e-01,2.933348063e-03,4.727794323e-03,-1.357083023e-02,-3.939343616e-03,-3.099470050e-04,-1.223521773e-02,1.726783812e-03,5.527038872e-02,6.138055585e-03,4.186381400e-02,2.722757682e-02,6.803098600e-03,1.162555367e-01,-1.972156111e-03,-1.020580251e-02,-8.428763598e-02,9.032817185e-02,-1.475053746e-02,-5.874807946e-03,-1.001896337e-02,1.257237941e-01,-5.551265925e-02,-4.438696895e-03,-2.564375522e-03,1.276990026e-01,-9.382440709e-03,-7.026707754e-03,-1.269186288e-02,-5.972206593e-01,-1.079831831e-02,6.314587663e-04,4.348074086e-03,-6.986077875e-03,2.206644230e-02,-3.983639472e-04,-4.575961735e-03,-1.692354828e-01,-3.465540707e-01,-7.348801494e-01,-3.928905725e-01,-1.670288667e-02,-5.098239779e-01,-2.657975554e-01,-8.276054636e-03,-3.546338379e-01,-1.786641628e-01,-3.966727294e-03,-1.912442148e-01,3.792111762e-03,1.226607361e-03,1.483980217e-03,-2.492038766e-03,1.126512662e-01,-4.839357920e-03,6.136279088e-03,-5.605728831e-03,5.191728845e-02,-4.092311952e-03,4.253272433e-03,-5.716004875e-03,-3.895057738e-01,1.210299306e-04,-2.751821885e-03,-1.169494987e+00,-9.851195849e-03,3.617589129e-03,-9.555638768e-03,9.118843824e-03,2.286396688e-03,-2.809833921e-02,-5.418615788e-02,-4.250689745e-01,-4.740446340e-03,-3.675770164e-01,-2.296394408e-01,5.653873552e-03,-2.203288078e-01,5.874751881e-02,-1.191679947e-02,2.061666250e-01,-1.246499345e-01,-1.453449135e-03,-1.021899469e-02,-3.697344568e-03,-7.366530597e-02,-1.362043899e-02,-3.949148115e-03,-1.017546747e-02,-1.173117459e-01,2.388750436e-03,3.038959811e-03,-3.646919271e-03,3.403661074e-03,-7.699536160e-03,-7.055243943e-03,2.231213301e-01,1.791856834e-03,-3.713548882e-03,3.044919285e-04,-1.317571290e-02,2.541702427e-02,-1.613408513e-02,2.136218548e-01,1.058189943e-01,-1.762355212e-03,3.062591851e-01,-3.294495493e-02,-1.314915437e-02,2.030071020e-01,2.952173585e-03,-8.986043744e-03,2.323726714e-01,-1.274786424e-02,5.971866660e-03,-4.534253851e-03,-1.392218168e-03,-1.512251347e-01,8.433477953e-03,1.599235111e-03,-1.469708630e-03,-9.427006543e-02,7.431841921e-03,7.416395470e-03,-6.621947512e-03,3.377248943e-01,5.299682729e-03,1.552663161e-03,1.470750093e+00,-9.794343263e-03,3.284257837e-04,-5.020631477e-03,-4.979564343e-03,-8.814257570e-03,-1.929914057e-01,-1.690870672e-01,4.408600926e-01,-5.517201498e-03,2.586433291e-01,2.301619798e-01,1.542787766e-03,1.989630610e-01,-3.343881667e-01,5.549368914e-03,6.539315730e-02,-6.515699625e-02,-5.804907996e-03,8.071912453e-03,-4.222513177e-03,-6.305184960e-01,1.511585712e-02,-3.860327415e-04,2.984383318e-04,-1.161444839e-02,3.502413398e-03,-7.866674103e-03,-6.171003915e-03,-5.804327503e-02,-2.089247340e-03,1.061202213e-02,4.103477299e-01,8.520442061e-04,3.182915226e-02,5.181945395e-03,-6.520461291e-03,6.140019000e-02,1.280986238e-03,1.920070127e-02,1.089813635e-01,-8.702255785e-03,1.797098368e-01,1.951569878e-02,-4.801221192e-03,1.731657982e-01,3.722995818e-01,8.231736720e-04,5.977312103e-02,2.336083911e-03,-3.317954019e-03,2.702045720e-03,9.249260649e-03,-8.129581809e-02,1.513589988e-03,3.789419541e-03,2.127626678e-03,-3.433789313e-02,-2.296982275e-04,-5.174836610e-03,-4.361477215e-03,7.194229960e-02,5.216669291e-03,2.955786185e-03,4.608231187e-01,-3.194093471e-03,4.806555808e-03,6.072587334e-03,-6.979970261e-03,-1.025590673e-02,-5.971048772e-02,-5.578839034e-02,1.221255139e-01,-1.517459843e-02,8.257126063e-02,7.489544898e-02,1.502030063e-03,7.625768334e-02,-7.450854033e-02,-5.124203861e-03,1.294094026e-01,-2.008507587e-02,1.608955488e-02,-9.761706926e-03,-4.747247323e-03,1.251001954e-01,4.187683575e-03,-5.621307995e-03,4.167049658e-03,1.669677943e-01,6.825751625e-03,1.664282754e-02,3.706324147e-03,2.661670446e-01,-3.943921998e-03,1.610748470e-03,2.036934495e-01,-1.616701856e-02,3.209016100e-02,1.727647963e-03,-2.699179575e-03,2.573146299e-02,9.348176420e-02,1.038834453e-01,3.621502221e-01,-1.727706287e-03,4.645484984e-01,1.180235445e-01,-9.158140980e-03,4.240062535e-01,4.393872619e-01,-5.425418261e-03,6.753356755e-02,-5.827146582e-03,-1.376064960e-03,-4.931987729e-03,2.663751598e-03,-4.272839054e-02,-4.124723375e-03,-1.773786149e-03,-7.082511205e-03,-7.627311628e-03,2.066599205e-03,-5.896846298e-03,3.704854287e-03,1.780513972e-01,-1.880087657e-03,-3.335966030e-04,4.313703775e-01,2.852404723e-03,-4.086002707e-03,1.237948611e-02,-9.367614985e-03,-3.855868941e-03,-3.057909198e-02,-2.956127748e-02,1.722577065e-01,1.801523031e-03,2.077452987e-01,8.476568758e-02,1.416972140e-03,2.608959973e-01,-5.938947201e-02,9.435268119e-03,3.944372758e-02,-6.444513053e-02,9.248525836e-03,-3.871954279e-03,-6.547099329e-04,9.204337001e-02,-1.841961290e-03,-1.091334969e-03,-9.905479848e-03,-1.678074151e-01,-6.583573413e-04,-1.783237443e-03,-2.270300640e-03,1.594514251e-01,-3.134815488e-03,-5.083634518e-03,1.358159930e-01,-1.005647820e-03,-2.222358435e-02,1.024475787e-03,-2.279970562e-03,-1.117309332e-01,-2.135984451e-01,-2.501483560e-01,1.468397230e-01,-3.479705658e-03,1.045027301e-01,1.533004344e-01,1.426312607e-03,4.685649276e-01,-2.433437407e-01,3.712741891e-03,2.028119005e-02,-9.705523960e-03,8.767079562e-03,7.168783341e-03,3.156410996e-03,-9.837761754e-04,4.293918028e-04,-4.681477789e-03,-4.789446946e-03,-2.924133092e-02,7.151696482e-04,-4.637856502e-03,-1.045245910e-03,3.372713923e-02,2.269238466e-03,-7.625839673e-03,9.190805256e-02,-1.058463386e-04,1.521631330e-02,8.377887309e-03,3.737623338e-03,2.437779913e-03,-5.394609272e-02,-5.712561309e-02,3.983414546e-02,-8.853811771e-03,1.050938759e-02,2.272966877e-02,-5.608931184e-03,-3.386877012e-03,-6.809658557e-02,1.107815281e-02,9.636042267e-02,-2.805314958e-02,-1.972354949e-04,-7.750560995e-03,-2.280229004e-03,4.721622542e-02,8.014822379e-03,2.650798764e-03,1.559695578e-03,-1.560840458e-01,-9.790475015e-04,-7.040339988e-03,-7.295380812e-03,2.859123051e-01,-2.674686024e-03,-6.626633462e-03,2.393320054e-01,-3.085301025e-03,-2.691826597e-02,-6.611971650e-03,1.561850961e-02,-2.383083664e-02,-5.596465990e-02,1.049258709e-01,2.125035673e-01,6.938276347e-03,1.956363916e-01,1.400767267e-01,-2.005111612e-02,4.088130891e-01,-1.823905408e-01,1.965467236e-04,5.105127767e-02,-1.173244324e-02,-6.363100256e-04,-6.902361289e-03,8.570049540e-04,-3.321211413e-02,7.196892984e-03,-5.943814758e-03,3.904196783e-04,-2.043253742e-02,-3.166930517e-03,3.302253783e-03,7.211328018e-03,1.149137244e-01,8.058199659e-03,-5.225417204e-03,3.367461562e-01,-2.444269834e-03,-1.566193532e-03,-3.157591214e-03,-1.636690693e-03,-1.321032178e-02,-5.777433515e-02,-4.306652769e-02,1.183490232e-01,1.058568014e-04,1.093911603e-01,6.228001043e-02,-3.299110394e-04,1.128970236e-01,-6.175504252e-02,6.519992370e-03,8.991401643e-02,-4.027313367e-02,-8.835090324e-03,-4.017999861e-03,8.012481965e-03,-5.453898311e-01,5.423997995e-03,-1.479142928e-03,-5.449837074e-03,-6.212362275e-02,-2.078075195e-03,4.676050972e-03,1.717220061e-03,4.278108478e-02,7.275403943e-03,2.384707099e-03,3.390912712e-01,-3.818198806e-03,2.348090336e-02,-5.519188562e-05,1.784311724e-03,4.066591151e-03,-1.453514211e-02,-7.924731821e-02,1.664258093e-01,3.168678144e-03,1.799173504e-01,5.862103775e-02,7.837530226e-03,1.161402743e-02,2.924294472e-01,-8.249389939e-04,9.749680012e-02,5.317389499e-03,4.567264114e-03,-2.439926146e-03,6.877729204e-03,-7.022498548e-02,6.641290151e-03,2.533620223e-03,3.209783696e-03,-3.078128397e-02,-9.702940471e-03,4.300395027e-03,8.806903847e-03,1.910810769e-01,-8.213912137e-03,-3.055537818e-03,5.878155828e-01,2.542702248e-03,-3.405684605e-03,3.016731236e-03,-5.076106172e-03,-8.797866292e-03,-7.120339572e-02,-6.321998686e-02,2.149478942e-01,1.061320887e-03,1.842117757e-01,1.165875569e-01,-1.029190491e-03,2.049672157e-01,-1.165376306e-01,-1.408103388e-02,3.198459744e-02,-6.892931461e-02,-5.959430709e-03,-1.639176626e-03,-7.250531344e-04,7.200159878e-02,1.296872087e-02,-2.656230936e-03,-9.917045245e-04,-1.878704429e-01,2.768272068e-03,-1.502604340e-03,-5.450591911e-03,1.330468804e-01,-9.156582877e-03,-3.262066981e-03,2.957453132e-01,-3.421385307e-03,-1.212393865e-02,-4.188511521e-03,-4.188581370e-03,-4.378890246e-02,-2.439720184e-01,-3.230974376e-01,6.852360070e-02,-4.497270565e-03,5.946845561e-02,7.934603840e-02,-9.208122268e-03,-8.998303115e-02,-3.508761227e-01,4.287089221e-03,1.879011467e-02,-5.352414213e-03,-7.461627945e-03,-4.376975703e-04,5.603814498e-03,1.707349671e-03,9.381953627e-03,6.763230194e-04,-2.448761137e-03,-2.527124621e-02,-5.805330351e-03,-1.021756325e-02,9.158214671e-04,6.333750486e-02,1.925254473e-04,1.028443687e-03,1.588131785e-01,-3.963556373e-04,-1.725832582e-03,-2.162556397e-03,-9.475146420e-03,2.078040416e-04,-3.476680070e-02,-4.189794511e-02,6.262283772e-02,1.094025373e-02,6.732028723e-02,2.937473543e-02,-3.453515703e-03,7.926096022e-02,-3.589011729e-02,-1.312131062e-02,8.119826019e-02,-4.862780869e-02,-1.365802251e-02,5.410553887e-03,2.784275450e-03,1.374084353e-01,3.161365865e-03,-8.789111860e-03,1.087695593e-03,-4.290488362e-02,-3.469911171e-03,-8.827324025e-03,1.710992889e-03,2.983492017e-01,-7.721768692e-03,-1.616725116e-03,2.494493574e-01,4.087011795e-03,-9.669644758e-03,4.613070283e-03,-8.982944302e-03,1.028231252e-02,2.835877798e-02,-9.950221516e-03,3.237616420e-01,2.952023642e-03,2.719621360e-01,2.203789949e-01,-7.844371721e-03,1.584670097e-01,5.013509467e-02,-9.104081430e-03,3.580099717e-02,-2.396245953e-03,-1.486645173e-02,-5.553009920e-03,-4.258905537e-03,-1.042087842e-02,2.860188484e-03,-1.498108846e-03,6.955284160e-03,-8.659937419e-03,-7.296083961e-03,-1.320113777e-03,-1.062898009e-04,8.388867974e-02,-7.036052179e-03,-1.145853195e-02,2.334899902e-01,1.060455688e-04,-1.625626232e-03,-7.672525477e-03,-8.631652221e-03,1.337149646e-02,-2.190621197e-02,-1.963313855e-02,1.039442345e-01,3.876915667e-03,9.269332886e-02,6.918496639e-02,-8.716130978e-04,1.078563556e-01,-2.787010185e-02,1.793941716e-03,6.685721129e-02,-5.734891817e-02,5.189346615e-03,1.214617863e-03,-9.013363742e-04,9.540526569e-02,3.234429751e-03,-1.275653718e-03,-5.889293738e-03,-9.998606145e-02,-1.787357964e-03,-6.216622889e-03,-2.680107718e-03,2.280558795e-01,3.956697474e-04,2.821857575e-03,4.434014112e-02,-5.556593183e-03,-1.512180269e-02,-5.737097003e-03,-6.465972867e-03,1.385323517e-02,-8.040203899e-02,8.670946211e-02,3.036621511e-01,-4.226388410e-03,3.146804273e-01,1.766183674e-01,-2.305079484e-03,4.382144809e-01,-1.194297150e-01,7.871594280e-03,3.153226897e-02,-5.200013053e-03,-1.301940531e-03,6.613392034e-04,1.696304884e-03,-8.295601001e-04,4.307955503e-03,1.299590059e-02,-1.435146760e-02,-1.573286951e-02,-1.199765364e-03,4.346265923e-03,-3.349110251e-03,1.034125239e-01,4.980790894e-03,5.381158553e-03,2.233030051e-01,-6.835263921e-04,-4.892356228e-03,-2.193635097e-03,-8.002033457e-03,-1.298657339e-02,-2.802319638e-02,-3.045842983e-02,9.934853017e-02,-6.024808623e-03,8.578764647e-02,5.252476037e-02,2.650260285e-04,1.370662153e-01,-5.241924524e-02,-1.284509711e-02,-5.522644520e-02,2.854527161e-02,-1.193826273e-02,1.487277332e-03,-1.650508726e-03,2.244295925e-01,-5.266940594e-02,7.364751305e-03,-1.624249562e-04,-4.130892828e-02,-2.797470661e-04,-5.845460109e-03,-7.418273526e-06,-2.781471908e-01,-1.527504763e-03,-5.966921803e-03,-6.590691954e-02,-1.049828483e-03,-2.173157036e-02,-3.509369679e-03,-2.872129902e-03,-4.884584993e-02,8.985658735e-02,1.384917833e-02,-4.951772094e-02,-8.381546475e-03,-3.306365907e-01,-1.384483576e-01,-1.082537882e-02,-4.538614452e-01,-3.792249039e-02,-9.512038669e-04,-1.760820299e-01,2.868209407e-02,-5.868863664e-04,-1.914719935e-03,-2.933666343e-03,2.791586220e-01,-1.154337823e-02,-9.278097190e-03,5.402069073e-03,1.101334766e-01,-5.884942133e-03,-3.611125052e-03,-4.582416266e-03,-2.895683944e-01,1.372951898e-03,7.680811686e-04,-1.299687386e+00,-2.542247239e-05,-1.815862837e-03,-6.718103541e-04,5.433120299e-03,1.076620072e-02,4.006167948e-01,2.841516137e-01,-3.638091683e-01,-1.699950662e-04,-1.703618914e-01,-2.083369344e-01,3.408507211e-03,-7.180934399e-02,2.633858025e-01 +biases1 = -1.179863140e-02,-2.103486210e-01,-3.479640558e-02,-3.117794171e-02,-1.623055286e-04,-5.779493600e-03,-1.597439498e-01,-6.774757802e-02,-1.542652119e-02,0.000000000e+00,1.149087176e-01,-8.193841204e-03,1.369495061e-03,-2.342517953e-03,-9.184880853e-01,-1.834830036e-03,-7.458770648e-03,-8.329831362e-01,-5.439486820e-03,-8.233656175e-03,-2.117343061e-02,-4.059212748e-03,7.473307103e-02,5.135203600e-01,8.509614468e-01,-4.837533832e-01,-1.146255527e-03,-1.074738383e+00,-2.932885289e-01,-2.543934807e-02,-1.649918079e+00,1.264516950e+00 +weights2 = -3.510491550e-02,7.791075855e-02,-1.053265557e-01,8.752372116e-03,1.753436960e-02,-9.029036388e-03,-2.640921474e-01,7.671474665e-02,5.849532411e-02,1.659562252e-02,-4.668893293e-02,-4.062294960e-03,-1.483088173e-02,4.683470726e-02,2.468375415e-01,1.872802526e-02,1.410978008e-02,4.719283879e-01,4.272728413e-02,-2.097829431e-02,-2.813637070e-02,1.543541998e-02,-1.171115562e-01,-1.516432464e-01,-3.159838915e-01,2.335385978e-01,-4.455186799e-02,2.907302082e-01,1.771624386e-01,-9.688330442e-02,4.348308742e-01,-2.849420905e-01 +biases2 = -6.638113260e-01 diff --git a/params/D00132.001.txt b/params/D00132.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ab884b3447045cbee99a61a8cbaa246b774e92d --- /dev/null +++ b/params/D00132.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -2.960063219e-01,-4.378376828e-11,-2.185950279e-01,6.260344326e-11,-4.344955981e-01,-4.231674969e-02,-1.249753833e-01,1.581465514e-11,-1.864641160e-01,-3.136772811e-01,-3.160963158e-11,-2.339553535e-01,-5.279807841e-11,-4.642700776e-02,3.017090744e-11,-1.918428391e-01,-1.623588502e-01,-1.478594330e-11,-2.578506172e-01,4.354568095e-11,-1.445483267e-01,-1.104232520e-01,-2.228405625e-01,3.454197692e-11,1.091596559e-01,-9.687549621e-02,-4.150716576e-11,-1.607230306e-01,2.355234757e-11,-3.711503148e-01,-1.486643447e-11,7.314475626e-02,2.622035742e-01,5.175401427e-11,3.420543075e-01,6.594415985e-11,-3.598067164e-01,-3.447803259e-01,6.583189219e-02,3.716076752e-11,-4.853560589e-03,-1.314762682e-01,-4.448434676e-12,-6.110905856e-02,-1.057488819e-11,-3.576085567e-01,1.828128144e-12,5.291932076e-02,-2.314240038e-01,5.952640464e-11,-2.428618819e-01,-2.208497968e-11,5.233187079e-01,1.097500548e-01,1.624374092e-02,7.440811162e-11,-2.867694497e-01,1.249512732e-01,-2.879620153e-11,1.378575116e-01,-5.724300894e-11,2.994489968e-01,7.373288785e-11,-2.613162994e-02,-7.312418520e-02,-1.991159321e-11,-2.700838149e-01,-6.579185113e-11,-2.733004987e-01,-3.534444869e-01,-1.461018026e-01,-6.783915790e-11,-6.421361119e-02,-2.226152867e-01,-3.264082407e-11,-1.652207524e-01,2.850977440e-11,-3.869218230e-01,1.029992758e-11,-1.458682716e-01,-2.102874666e-01,6.030871332e-13,-2.218596637e-01,1.808555042e-11,-4.498858452e-01,-1.211658567e-01,-2.120972127e-01,-1.056308513e-11,-1.236946136e-01,-2.776058614e-01,-4.171943346e-11,-3.152963147e-02,-4.502800910e-12,-2.294490188e-01,-1.003296057e-11,8.795321733e-02,-3.722653091e-01,6.876939990e-11,-2.199938893e-01,1.326305732e-11,3.735312819e-01,1.410250738e-02,7.092352211e-02,-5.155668644e-13,-3.148348331e-01,1.637148410e-01,-6.072477937e-11,8.231482469e-03,-1.471297389e-11,-5.190468207e-02,-7.441238598e-11,-5.782402121e-03,2.280794233e-01,2.521212189e-12,3.346812427e-01,-3.025559187e-12,-6.590320915e-02,7.274084538e-02,2.155899629e-02,-4.906865539e-11,1.338470578e-01,-8.057498932e-02,-6.939352565e-11,-1.294096261e-01,3.055356662e-11,1.925351620e-01,-6.222750787e-11,-2.819749154e-02,-3.720146120e-01,-5.981345974e-11,-2.212767303e-01,3.496387554e-11,-4.551902413e-01,-3.534370065e-01,-1.552480906e-01,-2.915061248e-11,1.143288240e-02,-1.443119943e-01,6.961169141e-11,-8.984725922e-02,6.523729473e-11,-2.136411816e-01,-3.973386897e-11,-1.294434965e-01,-4.639472067e-01,-1.687290585e-11,-4.061214924e-01,-3.469175641e-11,-1.295175552e-01,-1.935954206e-02,-1.276455671e-01,-2.634772261e-11,-2.199495286e-01,-2.989463806e-01,-5.622466034e-11,7.912524045e-03,4.847628896e-11,-1.453695297e-01,-3.231636486e-11,1.138868406e-01,3.378861547e-01,5.740053571e-11,1.912929863e-01,-2.421011655e-11,-4.620309453e-03,1.824690253e-01,2.115552779e-03,7.311468792e-11,6.384778768e-02,-2.614039183e-01,1.695123902e-11,-2.212272137e-01,-2.075811528e-12,-1.012613922e-01,-4.702666728e-11,-1.443532407e-01,7.045771182e-02,-6.798443059e-11,5.881528556e-02,7.346816905e-11,1.737787873e-01,-1.974331141e-01,1.504959725e-02,-3.269085003e-11,-2.242361307e-01,2.875829339e-01,1.013642642e-11,-1.477582753e-02,-3.416320005e-11,-1.544729806e-02,-2.176234887e-11,6.800723076e-02,-3.638257086e-01,-3.512445890e-11,-2.059190273e-01,-2.286886305e-11,-4.111306667e-01,6.863297522e-02,-1.039822549e-01,-4.573973839e-11,-2.175606936e-01,-1.018357575e-01,-1.856485798e-11,-6.015829742e-02,3.990593966e-11,-1.394287776e-02,-2.662742249e-11,-1.165738404e-01,-3.067812622e-01,-9.406549845e-11,-2.184161991e-01,7.237333649e-11,-2.038661987e-01,-1.455638111e-01,-2.303978056e-01,-3.832657802e-11,-2.727954090e-01,-3.289175332e-01,4.112876706e-11,-9.840152413e-02,-6.704915095e-11,-3.603665233e-01,-2.915006084e-11,1.380187124e-01,-3.387580216e-01,-6.865980701e-11,-2.266808301e-01,-1.471146122e-11,1.166964602e-02,-2.495640814e-01,-3.636031598e-02,-9.439658392e-14,2.823192179e-01,1.284161359e-01,4.842349091e-11,-7.296013087e-02,8.108661659e-11,-7.517475635e-02,3.706464302e-11,-9.965708107e-02,5.817800760e-01,6.175960438e-11,2.737618983e-01,-4.975986984e-11,1.877724081e-01,-6.125349551e-02,1.050067544e-01,2.245669622e-11,-1.608654410e-01,-1.147428453e-01,5.136340658e-11,-8.639449626e-02,-7.231313465e-11,-2.625925653e-02,-6.379117373e-11,-1.368065644e-02,-4.049420953e-01,-2.438301297e-11,-3.556708992e-01,3.524910919e-11,-2.258084863e-01,-2.158442587e-01,-1.394238770e-01,4.508286106e-11,-7.831518352e-02,-3.223492205e-01,4.129072084e-11,-5.138523132e-02,6.627420834e-12,1.436983645e-01,1.776027936e-11,-1.025460064e-01,-2.357526869e-01,2.090618303e-11,-2.688972056e-01,3.020441189e-11,-2.866016328e-01,-1.625084132e-01,-1.715566665e-01,-7.313565031e-11,-3.065750897e-01,-9.608056396e-02,-3.332280979e-11,-9.007868916e-02,3.827333242e-11,-4.853185415e-01,-1.912226627e-11,8.083128929e-02,3.595536053e-01,8.037716326e-12,1.690383703e-01,3.343534000e-12,-9.214965999e-02,9.912139736e-03,2.110137939e-01,2.049034770e-12,-2.408501208e-01,-1.282102764e-01,-3.543456500e-11,-1.100772098e-01,2.655931725e-11,1.061794907e-01,6.786592122e-12,-2.094632685e-01,-1.464476138e-01,3.375726088e-11,7.823813707e-02,3.655795805e-11,1.890209019e-01,-1.929352805e-02,-1.657602042e-01,4.300080431e-11,2.568475604e-01,1.295598000e-01,5.496731542e-11,-6.635644287e-02,-1.845808922e-11,-2.403179258e-01,-3.795265838e-11,1.392983943e-01,-7.921276242e-02,-4.882053789e-11,-1.147661731e-01,1.288327778e-11,-3.785279691e-01,-3.366900682e-01,-8.816298842e-02,-2.624007955e-11,-2.067841142e-01,-2.928082347e-01,-2.672992383e-11,-1.099302098e-01,-1.277084688e-11,-4.277859628e-01,-8.172223315e-11,-7.910027355e-02,-2.454448044e-01,-3.993161704e-11,-2.089331746e-01,3.815070482e-11,-3.101732135e-01,-4.653759673e-02,-4.089073837e-01,1.257352555e-11,-3.165067434e-01,-2.137571424e-01,7.324517382e-11,-1.427707374e-01,-6.479693865e-11,-4.092625082e-01,-6.430433963e-11,5.193210021e-02,1.370493323e-01,2.800515375e-11,1.347022504e-01,-3.641518985e-14,4.305352867e-01,-5.342743173e-02,2.591826916e-01,-3.958049166e-11,3.273552060e-01,6.431437284e-02,4.896862776e-11,-1.440090593e-02,-5.285916843e-11,1.747027189e-01,7.437720578e-11,-1.431682855e-01,-2.399874926e-01,-5.951211746e-11,-1.882518232e-01,-3.163766124e-11,-1.573830545e-01,4.890089110e-02,-2.786310203e-02,-2.478871058e-12,-1.729559004e-01,2.515301853e-02,1.658348805e-11,-5.083656311e-02,-4.090429384e-12,1.865662932e-01,-7.097836902e-11,7.844676077e-02,-2.436517477e-01,1.120110255e-11,-1.649650484e-01,-7.073688163e-11,-3.988764286e-01,-7.002211362e-02,-2.933724821e-01,-2.744463684e-11,-2.886616588e-01,-3.398784995e-01,-5.141019555e-12,-5.627200007e-02,6.406235958e-11,-4.081757665e-01,-2.130079446e-11,1.261662692e-03,-8.543417603e-02,2.589794351e-11,-2.555096745e-01,5.296008770e-11,-2.980667651e-01,-1.657008529e-01,-3.220838904e-01,2.251757114e-11,-2.782131732e-01,-4.248320684e-02,3.278530919e-11,-2.598068416e-01,-2.689127393e-11,-4.917569757e-01,4.681972865e-11,3.315818682e-02,-2.655821145e-01,3.474516508e-11,-1.324154735e-01,-2.994007126e-11,-1.100474298e-01,2.006164491e-01,5.135844946e-01,4.015086874e-12,-1.952642649e-01,1.714092344e-01,-4.975429096e-11,1.140375994e-02,-7.247085571e-11,1.206200644e-01,7.051352557e-11,-1.283086985e-01,1.670737863e-01,4.753304694e-11,1.756387502e-01,6.269346153e-12,3.914554715e-01,-3.526408970e-01,-1.638565660e-01,-1.946460354e-11,3.932310641e-01,-2.061297446e-01,4.275434867e-11,-1.326419972e-02,-4.481045396e-11,3.035450876e-01,3.998213219e-11,1.970624318e-03,-2.761338651e-01,-5.935515274e-11,-3.307832479e-01,-2.797221482e-11,-4.011269808e-01,-1.933185905e-01,-3.029266596e-01,3.947437516e-11,-2.885660827e-01,-2.435560375e-01,9.690270114e-11,-3.539355099e-01,4.452830465e-11,-3.329546750e-01,-2.988272824e-11,-7.119923085e-02,-3.190152943e-01,5.804344852e-11,-3.771103024e-01,-1.626841717e-11,-3.880994618e-01,-2.766780555e-01,-4.213303030e-01,-1.287209228e-11,-2.405964732e-01,-5.370003637e-03,6.470760733e-11,-2.973017097e-01,5.721254373e-11,-4.674545228e-01,-4.953992425e-11,2.666998096e-02,2.945308387e-01,3.315544367e-11,1.895358413e-01,8.574273236e-12,3.470290303e-01,-7.011441886e-02,3.376195729e-01,6.260212487e-11,2.582010627e-01,-2.563832700e-01,1.811120589e-12,5.520179272e-01,-2.529515486e-11,-1.022938490e-01,-6.279658044e-11,-5.017878488e-02,-1.269748509e-01,-6.147705262e-11,1.410971880e-01,-4.682415219e-11,2.665118128e-02,1.523569226e-01,1.208660826e-01,-4.544979670e-11,-9.793204814e-02,8.822042495e-02,-2.275505478e-11,-2.187029570e-01,6.054990537e-11,4.269504547e-01,2.511201316e-11,2.815842861e-03,-3.996705413e-01,-1.478592943e-11,-2.831907272e-01,2.467714921e-11,-3.391866684e-01,-3.383187652e-01,-2.826722264e-01,3.791805758e-11,-2.129539251e-01,-2.401804626e-01,5.860212315e-11,-1.677424759e-01,-8.019852143e-11,-3.189973235e-01,2.284265485e-11,7.372818887e-02,-2.804434896e-01,1.435337266e-11,-3.177537322e-01,-3.552898253e-11,-3.519215882e-01,-3.674115539e-01,-3.291527927e-01,-1.063364566e-12,-3.310561180e-02,-2.000523359e-01,4.364229117e-11,-3.561912775e-01,-4.208283028e-11,-5.245058537e-01,-1.483457801e-11,3.191391006e-02,-1.882162988e-01,-9.552962588e-12,-1.993281394e-01,3.101408713e-11,-2.452080511e-02,4.909029901e-01,4.702035785e-01,7.157484327e-11,-8.508535475e-02,5.203013122e-02,7.328005563e-11,1.360165775e-01,4.236543028e-13,1.149782017e-01,-2.555889181e-11,-1.361234039e-01,4.407396615e-01,1.892061161e-11,4.230253398e-01,6.462686636e-11,3.000879884e-01,-1.729255468e-01,-1.241055652e-01,-3.434478396e-11,-3.776907921e-02,-2.888309769e-02,3.494878215e-12,6.994629651e-02,-7.442142042e-11,2.527576089e-01,2.131912008e-11,-6.141696870e-02,-3.680170178e-01,-8.062002455e-12,-2.423544824e-01,5.009672148e-13,-3.530218005e-01,-2.409902662e-01,-3.871410787e-01,-1.087607088e-11,-2.188684344e-01,-3.384378254e-01,5.914490425e-11,-2.766307294e-01,2.904381596e-11,-4.937435389e-01,-2.995641235e-11,-1.098480448e-01,-4.853586257e-01,-4.295203082e-12,-3.588525355e-01,5.030447586e-11,-4.292636514e-01,-2.773503661e-01,-2.896946967e-01,-3.847464014e-11,-3.453759551e-01,-3.713430762e-01,-5.236742290e-11,-3.695639670e-01,7.431776722e-11,-1.237270907e-01,-1.007927145e-10,-2.131060138e-02,4.216102660e-01,-2.081654293e-11,2.273939401e-01,-8.133204527e-11,3.435708582e-01,-2.837689519e-01,2.471746206e-01,-2.132057725e-11,1.418404728e-01,5.148910880e-01,6.604806979e-12,5.175551176e-01,-7.216348352e-11,3.871281072e-02,-2.948999031e-11,1.468460709e-01,4.178085830e-03,7.140404240e-11,-3.442544490e-03,-5.733617400e-11,2.314409241e-02,4.143474996e-01,1.638870537e-01,-1.093594659e-11,5.347254500e-02,-2.221908718e-01,2.620105174e-11,-1.892842948e-01,-1.184231879e-11,1.030151546e-01,-5.803596492e-11,-1.075665429e-01,-3.220281005e-01,-6.985997197e-11,-2.068389505e-01,-1.898253082e-11,-3.272526860e-01,-3.640410900e-01,-2.621518672e-01,1.448364345e-11,-2.537006438e-01,-2.759073079e-01,8.858287021e-11,-4.847326875e-01,-3.967102688e-11,-3.279377520e-01,-8.844973365e-12,5.278909206e-02,-1.810309440e-01,6.838849625e-11,-5.599234998e-02,2.686228323e-11,-3.558897674e-01,-3.787927032e-01,-2.810656726e-01,-1.094339788e-12,-3.232459724e-01,-2.217070609e-01,-2.703891278e-11,-4.374463856e-01,-1.842519410e-12,-4.323811531e-01,3.495475090e-11,-1.250943989e-01,-1.479854882e-01,-7.300528931e-11,-3.239282966e-01,4.236464651e-11,2.632065713e-01,5.053842664e-01,4.569421411e-01,4.957425442e-11,2.851250023e-02,-3.186600804e-01,2.544624927e-11,2.024141997e-01,6.369969829e-11,6.507282704e-02,-5.968111422e-11,-1.347470582e-01,2.234574407e-01,3.552890968e-11,2.095123529e-01,-4.934332803e-11,4.359601531e-03,-1.502971202e-01,-1.794490963e-01,-3.476702953e-11,1.795101911e-01,3.991973996e-01,2.319720804e-11,4.017955363e-01,1.468523220e-11,2.194804549e-01,-3.642865176e-11,1.151459739e-01,-3.129867315e-01,6.818290377e-11,-2.463975847e-01,2.854222414e-11,-4.073523879e-01,-3.725570738e-01,-8.896338195e-02,3.313524455e-11,-3.254117370e-01,-3.789769411e-01,-3.394834067e-11,-3.169586957e-01,3.248456365e-11,-4.909427762e-01,-4.309418447e-11,-1.320515722e-01,-4.123328030e-01,-6.068016228e-11,-1.485143751e-01,5.000636363e-11,-3.278607428e-01,-2.641736567e-01,-9.395981580e-02,-7.028065629e-12,-2.838264108e-01,-4.146544635e-01,-6.404959202e-11,-3.495540321e-01,-1.279399503e-11,-3.478100598e-01,3.806817329e-13,-8.552358299e-02,4.032458961e-01,3.616156680e-11,-1.243758760e-02,-1.419697693e-11,1.655440331e-01,-3.023197651e-01,1.446742117e-01,5.118954913e-11,1.479389369e-01,4.761804640e-01,3.867648563e-11,5.843179226e-01,4.283811500e-11,5.025853515e-01,2.463924550e-11,1.083831042e-01,-1.055213138e-01,-2.894764636e-11,3.009743989e-02,-3.235485491e-11,1.541039348e-01,5.512999296e-01,-2.274867296e-01,2.448803660e-11,9.236706793e-02,-9.962613881e-02,6.678052555e-11,-2.357333004e-01,8.381344230e-12,-1.395645887e-01,-7.733896162e-11,1.728500612e-02,-3.293192685e-01,3.982000840e-11,-2.082400322e-01,7.412403330e-11,-2.816711962e-01,-3.240416646e-01,-7.948588580e-02,1.024500138e-10,-2.520871162e-01,-2.571616769e-01,-1.107601511e-11,-1.739470810e-01,-6.105125433e-11,-1.773244888e-01,-1.158229762e-11,-9.381639212e-02,-7.897767425e-02,3.463902559e-12,-1.401384622e-01,-4.354389072e-11,-3.757387102e-01,-4.008706212e-01,5.491112918e-02,-2.341157823e-11,-2.994104326e-01,-3.020861149e-01,-6.632699251e-11,1.294964254e-01,5.102661349e-11,-1.771966815e-01,2.876544142e-11,-1.436467767e-01,-1.481068134e-01,1.211847983e-11,1.006411761e-01,4.980310955e-11,5.271604285e-02,5.767720342e-01,-3.008359075e-01,6.372412320e-11,5.199535936e-02,-4.463727474e-01,-3.067129667e-12,-7.754322886e-02,-1.810732228e-12,-4.044132233e-01,1.655298815e-11,-8.166864514e-03,1.288094223e-01,7.175068178e-11,-1.295140386e-01,-3.644318874e-11,1.891406775e-01,-2.396050990e-01,5.965530872e-02,-7.457456180e-11,1.305719167e-01,5.885372162e-01,-3.828977413e-11,-1.959543824e-01,3.652097721e-11,2.831989825e-01,7.241011263e-11,1.537423283e-01,-3.195702136e-01,2.837549857e-12,-1.620414406e-01,1.301810743e-11,-3.878390193e-01,-4.172677994e-01,-3.028595587e-03,6.477757913e-11,-1.889103651e-01,-4.148897529e-01,-3.342483582e-11,1.175195351e-02,6.347784104e-11,-4.744238853e-01,-1.837307390e-11,-1.546809226e-01,-3.741779625e-01,-4.153674973e-11,-2.514040470e-01,5.638230854e-11,-2.568719387e-01,2.015763670e-01,-2.580275536e-01,1.050726381e-10,-1.918019056e-01,-4.741883576e-01,3.342218169e-11,-1.478900611e-01,6.269516156e-11,-4.899669290e-01,-4.548421362e-11,-1.240833402e-01,1.591997147e-01,-4.924770661e-11,-3.553494066e-02,1.674533082e-11,8.103848994e-02,-1.185529754e-01,-1.719034649e-02,-1.987375542e-11,1.009002030e-01,6.129511595e-01,-4.704630782e-11,-3.230333626e-01,1.688935103e-11,4.356576502e-01,5.958900040e-12,-9.494426101e-02,1.069420874e-01,-1.678144429e-11,7.171712816e-02,-4.341749876e-11,1.481178850e-01,-5.352309719e-02,1.250152662e-02,2.734526494e-11,-8.908908069e-02,-1.409503818e-01,2.795267490e-11,1.412038505e-01,5.637500189e-11,5.299856514e-02,-1.685323409e-11,2.818250060e-01,-3.712814152e-01,-1.953157774e-11,-2.313711941e-01,-5.850780277e-11,-2.502148151e-01,-2.762440145e-01,-1.621001810e-01,4.010084625e-11,-2.454015315e-01,-3.978648484e-01,3.337106980e-11,-3.523638472e-02,-9.968220693e-12,-3.779284358e-01,-1.859930959e-11,-1.243080646e-01,-2.787657678e-01,3.423157591e-11,-2.560344934e-01,2.194315563e-11,-1.678024679e-01,-2.491873056e-01,-2.563348114e-01,-9.229270126e-12,-1.561554372e-01,7.653822005e-02,-3.578867064e-11,-1.762820184e-01,-1.636303940e-11,-3.772164285e-01,3.301997347e-12,-1.081717387e-01,1.597376466e-01,1.595489019e-11,1.172546074e-01,-7.568260602e-11,-9.448105842e-02,-6.585791707e-02,6.903151423e-02,1.463203338e-13,-9.260035306e-02,-3.061166406e-01,-1.672710473e-12,-5.788137019e-02,-1.592461579e-11,-3.946723342e-01,-6.412766845e-11,7.253435254e-02,6.269589812e-02,7.570027938e-12,-7.126121316e-03,-7.327872337e-11,9.695720673e-02,2.035114020e-01,8.364243060e-02,-8.576920424e-11,1.252514273e-01,2.103297561e-01,6.998727986e-12,-4.851674661e-02,-7.828884069e-11,6.740902662e-01,-5.862274555e-11,6.803482771e-02,-3.024932742e-01,1.545654577e-11,-2.492570579e-01,-5.162627270e-12,-3.201740086e-01,-2.810341418e-01,-9.457784146e-02,-1.448023645e-11,-9.217388928e-02,-2.032290995e-01,7.925340245e-11,-1.999252848e-02,-8.868516338e-11,-5.393796563e-01,3.848130148e-12,-1.183014885e-01,-3.777311742e-01,5.439882572e-11,-2.392575592e-01,-2.631560941e-11,-1.663181633e-01,-2.249170095e-01,-2.556829453e-01,-4.592497910e-11,-3.053639829e-01,-2.455367446e-01,-2.938652099e-11,-1.189148799e-01,2.810478239e-11,-2.891058326e-01,-3.161409329e-11,-6.377446651e-02,2.055228949e-01,-4.018406441e-11,-6.054500863e-02,-3.390161762e-11,1.128895804e-01,8.381115645e-02,3.632146493e-02,1.574693154e-11,9.387059137e-03,1.612222493e-01,-1.874708505e-12,-1.329745352e-01,8.618647462e-12,5.869383216e-01,3.140944796e-11,-5.263594165e-02,4.709292576e-02,1.005295153e-11,1.717813313e-01,4.975896084e-11,-4.192933813e-02,3.435309604e-02,4.819916189e-02,-2.042819386e-11,1.923470758e-02,-1.295377314e-01,-6.901158117e-11,-4.603699222e-02,-1.593963156e-11,-2.341841161e-01,-3.779437874e-11,1.428260654e-01 +thresholds = -1.710527062e+00,-4.303191599e-05,-1.509173632e+00,-2.778254566e-05,-1.662302375e+00,-1.551175356e+00,-1.063090920e+00,-5.605508250e-06,-1.475760698e+00,-1.668498635e+00,-3.643446325e-05,-1.271898389e+00,-1.795067874e-05,-1.903118134e+00,-2.105956264e-05,-3.676726520e-01 +weights1 = 7.282869220e-01,1.482397914e-01,-6.232737659e-10,-1.157352325e-09,6.122280955e-01,1.327577233e-01,9.740261930e-10,-8.710573929e-10,7.391533852e-01,2.350825071e-01,6.237806678e-01,1.665035933e-01,3.023343682e-01,1.698346883e-01,-9.332630224e-10,2.931513643e-10,5.736039877e-01,1.155144125e-01,5.469521880e-01,1.981810629e-01,5.190368135e-10,-5.572883821e-10,3.060050309e-01,1.868530661e-01,2.014178754e-11,-9.741572132e-11,7.507697940e-01,2.046224475e-01,9.256683753e-10,-8.024524101e-11,1.452406496e-01,8.461655676e-02 +biases1 = -1.336186975e-01 +weights2 = +biases2 = diff --git a/params/D00133.001.txt b/params/D00133.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2e74999845a189917171c70615f7c8a6de316ae --- /dev/null +++ b/params/D00133.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -1.354089379e-02,-1.264251322e-01,-1.628127843e-01,-1.775011122e-01,-9.583015926e-03,-2.045885175e-01,-1.669019461e-01,1.650981233e-02,-9.840641171e-02,-5.514758825e-02,-1.417046487e-01,8.273850381e-02,-2.237199992e-01,-1.220513433e-01,8.311025798e-03,-1.557624191e-01,-1.805326715e-02,9.013405442e-02,5.922472104e-02,8.351083845e-02,6.521027070e-03,2.888358571e-02,3.193067096e-04,-4.527868703e-02,-2.115552127e-02,3.627061844e-01,2.263352461e-02,-4.760144744e-03,-8.017059416e-03,7.712550927e-03,-1.407119539e-02,1.049266979e-01,-3.792346641e-02,-1.767928749e-01,3.776210174e-02,5.106370524e-02,5.156562198e-03,-1.617862135e-01,1.456371546e-01,-2.109171450e-01,-1.373393089e-01,-6.321520805e-01,7.423101366e-02,-1.845416576e-01,1.238508970e-01,-1.851463765e-01,-2.025080770e-01,1.602639444e-02,2.733450383e-02,-1.160727115e-03,-1.906762482e-03,-1.952934265e-02,-4.046446178e-03,-6.696794182e-02,-5.743618682e-02,-8.380500600e-03,-8.130992204e-02,2.846876532e-02,-4.349380359e-02,-1.485323068e-02,7.077385485e-02,-1.874087751e-02,-5.092919245e-02,-5.008000135e-02,-6.559556816e-03,-8.494178951e-02,-1.899379939e-01,-1.168799698e-01,-9.688344784e-03,-1.646874696e-01,-1.914101988e-01,-2.994774655e-02,-2.937768400e-02,-9.265960753e-02,-2.601459324e-01,1.869369298e-03,-2.588592768e-01,-1.862885952e-01,-6.119057653e-04,-2.376365215e-01,-1.094672829e-03,7.125196606e-02,6.709223986e-02,-7.225672156e-02,3.639901755e-03,-2.263118885e-02,1.226693094e-01,-1.444333792e-01,-4.159799218e-02,-8.000790328e-02,9.592780471e-02,6.824600697e-02,8.893728256e-02,1.398833282e-02,-1.562785953e-01,1.116683409e-01,-6.270789076e-03,-6.016515568e-02,1.188481152e-01,1.557881534e-01,8.333677426e-03,-7.302033901e-02,4.273824394e-03,-1.265809089e-01,-2.598150373e-01,-3.082480095e-02,1.323687434e-01,-1.579869688e-01,-7.963849232e-03,-2.746716142e-02,-1.207931712e-01,1.174972430e-01,-2.858116850e-02,-1.367950141e-01,-6.306125969e-02,-3.128974140e-02,-4.178493284e-03,-1.442195773e-01,-1.518935245e-02,5.069397762e-02,-7.566170767e-03,-8.720152080e-02,-5.836316943e-02,-3.382616118e-02,1.389456242e-01,-1.171763986e-01,1.910120063e-02,-7.575059682e-02,4.556371365e-03,4.707150161e-02,-9.105201066e-02,-1.425132602e-01,-6.700353231e-03,-7.006015629e-02,-1.322427839e-01,-3.167603910e-01,5.325118452e-02,-7.543205866e-04,-2.592132986e-01,-8.065741509e-02,-1.666353270e-02,-1.004982442e-01,-3.468593061e-01,-2.316648960e-01,1.515616477e-02,-3.532709554e-02,-1.228494663e-02,1.416015029e-01,2.720959252e-03,-9.947773069e-02,-3.709699959e-02,6.544930935e-01,-3.141877651e-01,-1.168549508e-01,1.217700318e-01,4.507634416e-02,-1.075878623e-03,-1.447961293e-02,3.391030431e-01,1.268298030e-01,-6.275390834e-02,-2.153066397e-01,-4.187485948e-02,-5.254611000e-02,4.304676782e-03,-7.052633911e-02,1.515664011e-01,-2.694686055e-01,-9.880433232e-02,-1.135902330e-01,1.008520126e-01,-7.641829550e-02,-5.371019617e-02,-4.793039709e-02,-1.003817469e-01,1.448422670e-01,-1.132259727e-03,-1.250907499e-02,8.348457515e-02,-9.067669511e-03,-2.612699056e-03,-1.635672301e-01,-6.010920554e-02,-3.141624629e-01,1.872075349e-02,-6.236828119e-02,-5.259607360e-02,-7.805065252e-03,3.843792900e-02,-1.535423845e-01,-1.472469121e-01,-1.242047995e-01,2.689543553e-02,1.199456677e-01,2.202541009e-02,2.139906958e-02,-8.636751212e-03,-6.511506438e-02,-1.698177755e-01,-3.163022697e-01,-5.729634687e-02,8.502253890e-02,-2.120159268e-01,2.366005816e-02,-2.605654299e-02,-2.886882611e-02,-3.204954863e-01,-1.488119811e-01,-6.634455174e-02,-2.539181113e-01,-5.194815248e-02,-6.450070441e-02,3.873967333e-03,-6.822974980e-02,8.165498078e-02,-2.167534828e-01,-3.105807900e-01,-1.484092623e-01,7.118227333e-02,-3.129567578e-02,-5.197517946e-02,-1.936808378e-01,1.413479894e-01,3.832014650e-02,2.754364908e-02,-1.225612015e-01,-5.012721941e-02,6.647375226e-02,5.666074809e-03,-2.117137015e-01,-2.115409635e-02,5.749383569e-01,3.736644983e-02,-1.414943486e-01,1.363033503e-01,-7.238205522e-02,-2.107967436e-02,-6.429179013e-02,2.122451216e-01,1.140378192e-01,-2.847132459e-02,4.047082365e-02,2.122591063e-02,-8.830954880e-02,-3.111371771e-03,-5.495670065e-02,3.052290343e-02,-2.901435196e-01,-1.131597534e-02,-8.656697720e-02,-8.266226947e-02,-3.753166646e-02,6.308829039e-02,-2.917439118e-02,-2.961780727e-01,-8.499923348e-02,3.718969226e-02,-3.648708165e-01,2.198451906e-01,-7.199165970e-02,-5.246599670e-03,2.000815608e-02,-3.544012457e-02,-1.469855756e-01,-3.537477851e-01,-1.148359999e-01,-1.733316481e-01,1.500403415e-02,1.866333932e-02,-5.987568293e-03,-1.292103529e-01,-1.200926006e-01,-1.109173819e-01,4.399511218e-01,-3.206038773e-01,5.615909025e-02,3.423930146e-03,-2.196449488e-01,-1.779318554e-04,-3.941732943e-01,7.562145591e-01,1.855861992e-01,6.751219183e-02,-6.004706398e-02,-6.283452362e-02,9.614420705e-04,-1.767581701e-01,-8.681345731e-03,-2.054859139e-02,-3.321540654e-01,-1.913423687e-01,-3.805012256e-02,2.708088839e-03,-1.968345195e-01,-3.921461478e-02,5.455945134e-01,-4.371461272e-01,-3.045230806e-01,2.198843472e-02,-7.989414036e-03,-9.473107755e-02,-3.094283044e-01,1.949054152e-01,7.258960605e-02,4.977970570e-02,4.464682564e-02,2.290492654e-01,-8.711274713e-03,-2.823399846e-03,-7.753164973e-03,-2.403018298e-03,-2.532700598e-01,-3.069210649e-01,-5.946169421e-02,-4.439174663e-03,-6.511946768e-02,1.075790450e-01,-4.440840334e-03,-1.488057673e-01,-2.682085149e-02,-1.746384427e-02,-1.687406600e-01,5.995722860e-02,1.085095182e-01,-4.473775160e-03,-6.255166978e-02,1.647625118e-02,-1.792057753e-01,-3.055427074e-01,-3.116689920e-01,-1.096009836e-01,-3.178577498e-02,1.140149906e-01,-7.827337086e-02,-9.119104594e-02,-5.852671713e-02,-1.817464381e-01,-7.917358726e-02,-3.902516663e-01,-4.598791525e-02,-1.045539975e-04,1.931507438e-01,1.327463333e-02,-4.197743833e-01,-3.527994156e-01,4.511239007e-02,1.169113535e-02,3.373786109e-03,-1.591598988e-02,1.811733097e-02,-2.309234887e-01,-2.506334335e-02,2.541592345e-02,2.203850597e-01,1.855192780e-01,-5.929442868e-02,5.743960850e-03,-5.486823320e-01,-7.882247865e-02,4.831696153e-01,7.250411510e-01,2.335367352e-01,1.118454710e-02,-9.294653684e-02,-1.849454343e-01,-1.183517501e-01,1.298202425e-01,2.800454386e-02,1.313227266e-01,-1.817399263e-01,7.572904974e-02,-6.432352215e-02,-2.232508734e-03,9.153962135e-03,-2.828770317e-02,-1.325908750e-01,-4.082461298e-01,-2.628971934e-01,2.232875122e-04,2.765405690e-03,5.197679996e-02,-1.370471418e-01,-6.793824583e-02,-2.330750786e-02,-1.866852790e-01,2.400917187e-02,-6.329207681e-03,-6.432397664e-02,-6.274865940e-03,-7.285815477e-02,-1.362958401e-01,1.819436625e-02,-4.874580204e-01,-2.310122102e-01,-9.147803485e-02,1.573115028e-02,1.782289743e-01,-5.854869634e-02,5.461390316e-02,-6.061693653e-02,-1.156615391e-01,-9.055060148e-02,-4.281291366e-01,5.400569737e-02,6.091815885e-04,-3.038359582e-01,1.267727762e-01,-1.150241941e-01,5.029233694e-01,2.285188623e-02,9.649712592e-02,-3.310546651e-02,-2.407944202e-01,-7.255230099e-02,-2.121358663e-01,-3.981754184e-02,3.783827126e-01,-3.866897197e-03,2.185431272e-01,-3.304774687e-02,2.515401226e-03,3.400939405e-01,2.866995707e-02,-2.119691968e-01,-6.633775681e-02,7.503309846e-02,-1.102939025e-01,-1.422280632e-02,-2.397467345e-01,-1.686468422e-01,-1.050193682e-01,5.034355819e-02,-1.144889444e-01,-1.418263912e-01,1.519192010e-01,-1.714600436e-02,1.845889492e-03,-3.680777550e-01,-9.539027512e-02,5.848922580e-02,-2.912275791e-01,-1.608273238e-01,1.560057327e-02,-8.278413117e-02,2.664975226e-01,-1.597655937e-02,6.719619269e-04,-2.836053260e-02,-2.131581604e-01,-6.759440899e-02,-3.352455795e-02,2.543730438e-01,1.087294731e-04,-4.675555825e-01,1.633223295e-01,-5.355212488e-04,-3.797683418e-01,-1.820881292e-02,-4.759277776e-02,1.725929230e-02,1.891543418e-01,-8.339715004e-02,-6.024793535e-02,-9.743199497e-02,3.301346898e-01,-7.550650090e-02,-2.943302691e-01,-2.857459188e-01,1.139897155e-03,4.810818136e-01,-1.417351067e-01,8.043214679e-02,-4.142809510e-01,-3.747073710e-01,6.381509453e-02,-4.647457600e-02,-2.338526398e-01,3.176352009e-02,-2.134610713e-01,1.618017443e-02,-1.015024185e-01,4.572693631e-02,1.612833142e-01,-2.896422148e-01,8.614991384e-05,-2.457043082e-01,-2.010807097e-01,-3.075062037e-01,8.589659929e-01,1.974511594e-01,-9.735439718e-02,-2.288162149e-02,1.155526489e-01,-1.854475439e-01,9.150929004e-02,3.041249700e-02,-5.205748975e-02,-1.153185591e-01,9.951329976e-02,2.579560280e-01,-3.058989299e-03,-1.706082374e-01,1.013804823e-01,-2.697513252e-02,-4.023509622e-01,-9.675598145e-02,-8.571931161e-03,-6.376580149e-02,-1.058909521e-01,-8.096928149e-02,-7.744400203e-02,-3.082991578e-02,-1.981543750e-01,7.296200842e-03,9.075289965e-02,4.534233734e-02,-6.016903557e-03,-2.784180641e-01,3.233030438e-02,-7.540656626e-02,-3.372817636e-01,-4.757580534e-02,9.883971512e-02,-2.472321130e-02,-9.366434813e-02,-1.145417765e-01,-2.899119556e-01,-4.399200529e-02,-1.241128221e-01,-1.674256325e-01,-3.023611903e-01,-3.742003441e-01,4.345418885e-03,-4.711672068e-01,-2.032887042e-01,-7.964064181e-02,1.956348270e-01,-1.405817717e-01,2.943941765e-02,6.547080725e-02,-9.318126738e-02,-2.318560481e-01,6.138173938e-01,3.139139712e-02,3.818235695e-01,2.051540837e-02,6.211144477e-02,1.663525403e-01,2.382605337e-03,8.105322719e-01,8.211103082e-02,7.257701363e-03,-1.687064171e-01,3.033596650e-02,-2.199838310e-01,-1.341694146e-01,4.831082746e-02,1.955984533e-01,-3.067837059e-01,-5.115306005e-02,-9.654664993e-02,-7.261527330e-02,8.218733966e-02,9.606391937e-02,-1.614857698e-03,-4.679583013e-01,7.539805025e-03,-9.881310165e-02,-3.219834715e-02,-1.364447027e-01,7.970811566e-04,-2.692784555e-02,1.029404849e-01,-1.661689132e-01,-2.754546404e-01,-1.826395653e-02,-9.986250848e-02,-2.189689875e-02,3.482700512e-02,6.186909974e-02,-2.322615590e-03,-4.581036270e-01,9.434320778e-02,-6.356899440e-02,-9.476704895e-02,-2.130512297e-01,-5.981942173e-03,-3.266974539e-02,1.997829415e-02,-3.678744435e-01,-2.906659842e-01,-1.250473112e-01,1.188448444e-01,-2.834890410e-02,-1.618254334e-01,-3.496675193e-01,1.385707757e-03,7.589710355e-01,-2.002193779e-01,1.003873185e-03,-4.384484291e-01,4.422817230e-01,-3.051730804e-02,-1.645678096e-02,-8.977943659e-02,5.110850930e-01,-1.343005449e-01,6.327278167e-02,-1.469862908e-01,9.197189473e-03,8.971179277e-02,1.238312647e-01,-1.217735233e-03,-3.349578679e-01,1.466438919e-01,-6.903433055e-02,2.696470022e-01,-2.737350166e-01,-7.824328542e-02,-6.220149994e-02,-4.337339848e-02,-2.453366816e-01,3.864409626e-01,-1.684899908e-04,8.425855637e-02,-1.712883413e-01,-2.925851382e-02,9.827706218e-02,7.782520843e-04,-3.719606996e-01,-1.186287701e-01,-1.146134511e-01,-7.777132094e-02,-2.469092607e-01,2.618114464e-02,-7.311976980e-03,7.791278511e-02,-2.155375630e-01,-2.200919688e-01,-2.079529315e-02,2.583654784e-02,-5.863747373e-02,3.217491135e-02,-3.461440501e-04,-4.531805753e-04,-4.054913223e-01,-1.335400715e-02,-1.313960701e-01,-1.473161951e-02,-2.203657031e-01,4.072893877e-03,2.929404192e-02,5.622318760e-02,-2.668991089e-01,-2.208392173e-01,-5.124362558e-02,-5.700270459e-02,-1.418824401e-02,-1.496608406e-01,-1.733441502e-01,3.307314822e-03,-4.244139194e-01,-5.499917269e-02,-7.030975074e-02,-7.888169587e-02,-3.398892581e-01,2.937648594e-01,-1.335351318e-01,-5.404881388e-02,-2.400816381e-01,-1.855218858e-01,2.684921399e-02,-3.311478719e-02,-3.818775713e-02,1.757367887e-02,9.865486622e-02,-6.340115797e-04,8.472190499e-01,6.019820645e-02,2.422625199e-02,-1.607575566e-01,5.490640998e-01,-3.085981905e-01,1.459271088e-02,-6.260687113e-02,5.218644142e-01,1.635041982e-01,-4.485592246e-02,2.196803689e-02,-1.008642539e-01,3.314800933e-02,9.374587797e-03,-3.586377483e-03,-4.247092009e-01,-7.075615972e-02,-7.157263905e-02,-7.844390720e-02,-2.779841721e-01,-7.538768649e-02,-2.966856584e-02,2.652932331e-02,-3.325960636e-01,-1.632155664e-02,-1.336263772e-02,-8.004467934e-03,-1.379426867e-01,-1.175604947e-02,-1.062372886e-02,9.837055113e-04,-4.581921399e-01,2.258993872e-02,-1.485915035e-01,-2.020896412e-02,-3.884163797e-01,1.768513918e-01,5.854424089e-02,5.648991838e-02,3.005929664e-02,-2.852826715e-01,4.900043365e-03,-5.811895803e-02,-9.086104482e-02,-7.818181068e-02,-7.757264376e-02,1.496865996e-03,-5.489552617e-01,-2.074097283e-02,-4.182382673e-02,-1.755836904e-01,2.746997178e-01,3.961079940e-02,-4.119529948e-02,-9.352008812e-03,-4.160061479e-01,1.526361704e-01,-5.735561624e-02,3.548714146e-02,1.230513602e-01,1.086609531e-02,-1.234655362e-02,-6.368357223e-03,3.732965589e-01,1.260623243e-02,-3.274067864e-02,-4.174856097e-02,-1.572294086e-01,-3.847177625e-01,-2.901154459e-01,-8.795966208e-02,1.710180491e-01,4.751312360e-02,-7.669743896e-02,-9.774539620e-03,-1.063031480e-01,1.374082919e-02,3.730185330e-02,1.244820771e-03,2.234033197e-01,-9.351627529e-02,-2.282004617e-02,-9.886810929e-02,-2.210558951e-02,7.619489729e-02,1.497317404e-01,8.324442431e-03,-1.045477539e-01,-1.766856164e-01,4.813177884e-02,-5.148169026e-02,-3.227173090e-01,1.385705452e-02,-1.721099392e-02,-5.983668962e-04,-2.359438241e-01,8.369114995e-02,-1.319984496e-01,-5.930030346e-02,-2.124668956e-01,-1.557954401e-02,-1.212049723e-01,3.225708008e-02,-3.469985425e-01,-3.836269081e-01,2.243908821e-03,-1.179237664e-02,3.609992266e-01,-6.545323879e-02,-1.282976661e-02,-4.689629714e-04,-8.225610107e-02,-9.797587246e-02,-4.655764252e-02,-1.581994742e-01,-2.147233635e-01,-6.472227722e-02,3.418979347e-01,-5.199805647e-02,7.461242676e-01,2.149908096e-01,-2.862350829e-02,6.297871005e-03,-5.408950150e-02,-3.645404056e-02,-5.710933357e-02,-4.146842752e-03,2.903877292e-03,-2.513403073e-02,-2.339410782e-02,-3.414386883e-02,3.503079116e-01,4.168544337e-02,-2.730965018e-01,3.441005247e-04,-4.128651619e-01,2.229636461e-01,-8.311168104e-02,1.609669626e-02,-1.970344633e-01,2.197404392e-02,2.514219470e-02,3.989483695e-03,-8.962824941e-02,-3.614011407e-02,-4.619462416e-02,-8.480689675e-02,-2.145557702e-01,-4.872602224e-02,-6.291369349e-02,-1.463466883e-02,-3.040213287e-01,-3.154861629e-01,2.665950917e-02,-1.095175557e-02,-2.923668027e-01,1.440944336e-02,-3.677694360e-03,1.634631678e-02,-6.750044227e-02,1.007103454e-02,-1.106552929e-01,-1.224581152e-01,-1.475204080e-01,-3.002942353e-02,-2.275620550e-01,6.643659621e-02,-3.915551305e-01,-3.613899946e-01,1.700091921e-02,-5.400687456e-02,-6.788730621e-02,-1.026373804e-01,-1.606094278e-02,-1.154013723e-02,-1.796665043e-01,-3.892989084e-02,2.510959096e-02,-2.698097937e-02,-1.552585065e-01,-1.285691094e-02,-1.441792697e-01,-2.530868910e-02,-1.301299334e-01,1.094100997e-02,6.241258234e-02,1.800387725e-02,4.374190569e-01,-1.333583146e-02,-5.856080726e-02,-1.128012408e-02,-2.081499249e-02,2.968590893e-02,-7.684691250e-02,-4.188778996e-02,6.352952868e-02,-2.126190625e-02,4.037420452e-01,-1.009281725e-02,5.754318833e-01,1.957785934e-01,-1.971907616e-01,4.231860861e-03,-2.902066708e-01,3.585143387e-02,1.535253879e-02,5.323862191e-03,-1.358534992e-01,-7.702951878e-02,-8.536280692e-02,-1.462538391e-01,-5.247219279e-02,-2.156686410e-02,-1.456194967e-01,-6.072185934e-02,-3.693492413e-01,-1.082884148e-01,3.546459600e-02,-2.970881388e-02,-3.889039457e-01,6.780654192e-02,2.706409805e-02,-1.141518541e-02,-6.704756618e-02,3.509902582e-02,-1.291244626e-01,-1.830027401e-01,-1.984549910e-01,1.325744838e-01,-3.409904242e-02,3.879309073e-02,-4.064131975e-01,-2.628981769e-01,-5.982056260e-02,-7.640541345e-02,1.224560291e-01,-7.298827171e-02,-3.231146559e-02,-3.668322926e-03,-6.601978838e-02,-4.496000335e-02,-6.542624533e-02,-7.202811074e-03,-1.099296659e-02,-1.973952055e-01,-2.656947076e-01,-3.262848035e-02,-2.006777376e-02,1.762138866e-02,3.063024282e-01,6.935340166e-02,1.090711877e-01,-4.853451997e-02,-8.280304819e-02,2.083149552e-02,-1.036929414e-01,-2.581243590e-02,7.531909645e-02,-2.310209908e-03,-7.078651339e-02,-4.904736951e-02,3.026205599e-01,-6.848541647e-02,2.067447156e-01,1.047202498e-01,-2.576606870e-01,-3.739712993e-03,-5.871186033e-02,-8.861101232e-03,2.291446552e-02,-5.153935403e-03,-1.662798375e-01,-3.775856271e-02,-1.288592666e-01,-1.451659650e-01,-8.928198367e-03,2.668083832e-02,-1.206235960e-01,2.896543778e-02,-9.839685261e-02,-1.204160675e-01,-7.140216976e-02,-4.608573392e-02,-2.484013885e-01,2.739251591e-02,-2.955415472e-02,-4.036731087e-03,-1.290955395e-01,4.150097817e-02,-1.318266988e-01,-2.090064287e-01,-8.643224835e-02,9.619352408e-03,-8.277650923e-02,7.839342952e-02,-1.935504228e-01,-1.775856912e-01,1.766857952e-01,-6.182652712e-02,-8.283379674e-02,-7.877010107e-02,-2.803629264e-02,-6.464417558e-03,-1.186323538e-01,-7.810559869e-02,6.868236512e-02,-9.268546849e-02,-1.506564617e-01,-3.787285462e-02,-9.658371657e-02,-3.052200563e-02,-2.049023360e-01,-7.066427916e-02,-4.607758299e-02,8.025296032e-02,1.453431100e-01,-5.965539068e-02,-8.890756406e-03,9.676610935e-04,-4.075355455e-02,-2.489074320e-02,-6.081593037e-02,5.420124158e-02,-2.146132523e-03,3.623666940e-03,-1.258341372e-01,-8.613186330e-02,1.145831347e-01,2.636191621e-02,-3.242391050e-01,-1.326785143e-02,-2.491710894e-02,4.349405691e-02,2.589167561e-03,8.522321470e-03,-1.136491969e-01,-1.640569605e-02,-1.246558055e-01,-9.278391302e-02,-5.178287253e-02,-6.217029318e-02,1.881509423e-01,4.082381260e-03,-3.439651430e-02,-3.432530910e-02,1.125436202e-01 +thresholds = -1.740604639e-01,-8.645106554e-01,-2.580271065e-01,-2.572584748e-01,-7.698549423e-03,-1.642915845e+00,-3.118457794e-01,-1.011392713e+00,-1.379469514e+00,-1.192346931e+00,-3.548671901e-01,-4.837166667e-01,-1.421870142e-01,-1.291305423e+00,-1.053162575e+00,-3.332972229e-01 +weights1 = 3.765344024e-01,-1.709220000e-02,7.467346191e-01,5.621691048e-02,-3.257538676e-01,-1.787648350e-01,-3.490866721e-01,-3.813259676e-02,-3.606282920e-02,2.924198052e-03,1.165941596e+00,1.397518218e-01,-3.265955150e-01,-1.056358777e-02,8.344713449e-01,7.799060643e-02,7.722756267e-01,1.547411233e-01,8.624165058e-01,7.716592401e-02,-3.755726516e-01,-7.197143883e-02,2.779047787e-01,5.616061389e-02,-2.910395563e-01,-5.551567674e-02,9.729004502e-01,8.253790438e-02,8.114534020e-01,8.845625818e-02,-4.716621637e-01,-3.949165717e-02 +biases1 = 9.755580686e-03 +weights2 = +biases2 = diff --git a/params/D00133.002.txt b/params/D00133.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..d904b82d9361be43852274757c2b013d89372dba --- /dev/null +++ b/params/D00133.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -2.467402667e-01,1.051943079e-01,-4.184853435e-01,-1.274329871e-01,-2.282962669e-05,-1.394547224e-01,1.999991685e-01,-8.821442862e-06,1.286807037e-05,-5.597602203e-02,-1.311465204e-01,1.052416041e-01,-6.490579381e-06,-4.029965997e-01,-1.294885874e-01,-1.855254024e-01,2.373597920e-01,-4.519932345e-02,3.628227413e-01,2.061030716e-01,8.247377536e-07,-3.526749834e-02,-1.975108124e-02,-1.889371015e-05,-5.452106416e-05,-1.049331278e-01,-1.527366638e-01,-9.193596989e-02,-5.351615982e-05,2.397374362e-01,-1.574032754e-01,-7.578087598e-02,-3.336551785e-01,-2.086133510e-01,1.323047578e-01,-7.945716381e-02,-6.773674613e-06,2.303893715e-01,-3.606642783e-01,4.120959147e-06,-3.139551336e-05,-1.070927009e-01,-3.261733055e-01,-9.465841949e-02,-1.670159836e-04,2.950669527e-01,1.827666014e-01,-8.212362975e-02,6.300471723e-02,1.663938165e-02,-8.245488256e-02,-2.660743594e-01,2.319787018e-05,-6.558941305e-02,-9.018841665e-04,5.195974154e-06,4.818142042e-05,-9.520216286e-02,2.388907820e-01,2.862848341e-02,4.988641649e-06,-1.523638964e-01,-1.927356794e-02,-1.998039370e-04,-5.872219335e-03,2.223436683e-01,-2.856123745e-01,-1.155863106e-01,-4.854347208e-05,-2.075597048e-01,-2.281163931e-01,1.101057819e-06,1.601397707e-05,-4.235604033e-02,-2.650468647e-01,-5.879445747e-02,-3.467413990e-05,-4.887710512e-01,-3.239116818e-02,-1.349276304e-01,1.791811138e-01,5.012053996e-02,3.497532904e-01,-1.377794892e-01,-2.021435284e-05,9.634976834e-02,3.415601561e-03,9.857410987e-06,-4.590620301e-05,-6.743422151e-02,3.140884042e-01,1.339720786e-01,-1.402658963e-04,4.309287369e-01,-5.592069626e-01,-1.726737916e-01,-1.883967668e-01,-3.992050886e-01,3.516677767e-02,1.919977367e-01,-1.134318973e-05,2.088070512e-01,-2.099344134e-01,6.072348697e-06,-5.472985504e-05,4.754688218e-02,-3.988995552e-01,-1.198556647e-01,-2.023391280e-04,7.493600249e-02,-2.445120923e-02,3.896373138e-02,-2.649438679e-01,-5.226677749e-03,-1.051082835e-01,-2.055669129e-01,-2.098145342e-05,-1.075627431e-01,2.533292174e-01,-8.152256669e-06,1.203564466e-06,-3.008632362e-01,-2.129695565e-02,-8.035900071e-03,1.266387990e-04,-3.765318915e-02,4.926635325e-01,-7.494691759e-02,-3.053907119e-02,2.212060392e-01,-1.333798319e-01,-8.816638030e-03,-3.300248864e-06,-4.301327765e-01,1.073549390e-01,-1.618622082e-05,-2.449276690e-05,-4.361250252e-02,-8.132053167e-02,-6.132869050e-02,2.627572394e-05,-1.570906192e-01,-9.266752750e-02,-1.702162921e-01,-5.098518357e-02,-7.730219513e-02,1.648989879e-02,-1.897305846e-01,-5.820481601e-05,2.376869619e-01,-1.520100422e-02,1.064108346e-06,-6.768419098e-06,-1.187762022e-01,-5.984899029e-02,-1.388163269e-01,-1.184238063e-04,5.341026187e-01,-4.354757667e-01,1.067030132e-01,-1.187879220e-01,-2.694295347e-01,-2.558518052e-01,2.105862647e-01,-1.077998240e-05,2.705315650e-01,-2.295367718e-01,-1.500321332e-06,-2.747741200e-05,-2.021498829e-01,-7.728658617e-02,1.036283225e-01,-1.478440681e-04,-1.708001494e-01,4.145789444e-01,-2.393061966e-01,-7.975076884e-02,-6.381671876e-03,3.668712080e-01,-2.789603174e-01,3.991224730e-05,-8.799872547e-02,-4.389131069e-02,-2.140412835e-05,-3.657777052e-05,1.426955918e-03,-1.527161002e-01,4.378013313e-02,9.997621419e-06,-2.267823964e-01,-9.769674391e-03,-4.076899588e-02,-1.162084937e-01,-1.410872340e-01,1.731004268e-01,5.516630784e-02,-1.863354555e-05,-4.216763675e-01,-1.312267631e-01,1.652328365e-06,3.504652796e-06,-1.700316668e-01,-1.034385189e-01,6.587368995e-02,2.292849331e-06,2.768429220e-01,1.648508608e-01,2.018673345e-03,-2.304123901e-02,3.298156261e-01,-3.611862063e-01,-2.954528630e-01,3.580504426e-06,2.043094337e-01,5.508154631e-02,-7.347749488e-06,-1.520087153e-05,-1.283250004e-01,4.317428917e-02,-1.006215513e-01,-1.616611844e-04,-2.435808778e-01,-7.288178802e-01,-6.299168468e-01,-2.169616073e-01,-3.496226370e-01,1.340939254e-01,-2.991386950e-01,4.560039997e-06,1.845754981e-01,-1.754607409e-01,-1.343734584e-05,-3.383377043e-05,-2.167100459e-01,-2.340382636e-01,-6.108855829e-02,-1.681571885e-04,-4.291346967e-01,2.254161686e-01,5.516168475e-01,7.619009167e-02,2.895831876e-02,4.817855731e-02,2.725227773e-01,-3.030487096e-05,2.280918509e-02,7.031153888e-02,-1.966868876e-05,9.373988178e-06,1.519374102e-01,-7.694311440e-02,4.307693988e-02,1.247264299e-04,3.753652573e-01,2.151541114e-01,-2.673476040e-01,-1.264508814e-01,-1.560676992e-01,-3.545507416e-02,9.200678766e-02,1.236366279e-05,-4.181164205e-01,-2.627765834e-01,1.529108545e-06,-1.068106576e-05,6.545878202e-02,-6.759381294e-02,-5.580956861e-02,4.606086804e-05,5.388187617e-02,-3.686966300e-01,-5.521155596e-01,-1.822292060e-01,-3.211450949e-02,2.199708112e-02,-2.909778357e-01,-1.073523072e-05,2.697432637e-01,7.416526228e-02,-9.385770682e-06,-4.295505641e-05,-2.953921556e-01,-1.065294221e-01,6.569052488e-02,-1.294272079e-04,-1.666171849e-01,-2.913925946e-01,7.616353035e-01,-5.094932392e-02,1.886173785e-01,-1.313727647e-01,-1.039986014e-01,-2.240164577e-06,1.728636622e-01,5.129550770e-02,1.753208835e-06,-5.950685591e-05,-2.267770618e-01,-2.083127052e-01,-9.772386402e-02,-1.425325027e-04,1.587332934e-01,6.835753918e-01,-3.888216019e-01,7.959514856e-02,-1.323873550e-01,1.390227079e-01,3.604789823e-02,-2.229324309e-05,-3.440006822e-02,-4.404819384e-02,-8.981857036e-07,4.426935629e-05,9.354158491e-02,1.120856963e-02,3.509478644e-02,1.005014274e-04,-6.654462218e-02,-1.468657404e-01,-1.642947793e-01,5.827726424e-02,6.736737210e-03,-1.079774648e-01,-3.230291307e-01,-1.247674663e-05,-2.402186841e-01,-3.952017426e-01,-7.912922229e-06,-2.874247366e-05,9.654884785e-02,2.147930115e-01,-3.650180623e-02,1.488172420e-04,-1.656898558e-01,-1.968420893e-01,-5.060193539e-01,-1.697632968e-01,-1.526239812e-01,-9.333536029e-02,4.271899760e-01,-5.589038210e-06,5.754807964e-03,1.916332543e-01,-2.533054385e-06,1.843299651e-05,-3.113985360e-01,-2.901925147e-01,-9.538099915e-02,-2.340171923e-04,-4.152655303e-01,-3.214551806e-01,-5.230514407e-01,-3.638351858e-01,2.742881328e-02,-9.042415768e-02,-2.878138423e-01,-6.488070994e-06,1.434084177e-01,4.707788676e-02,-3.812899422e-06,-5.430422607e-05,-6.616492271e-01,-4.207339883e-02,1.637211144e-01,-2.309228585e-04,2.316712290e-01,3.138374984e-01,1.318299294e+00,1.952769309e-01,-1.347304136e-02,2.859437466e-01,-8.325880021e-02,-3.258539073e-05,8.112405986e-02,-2.483312227e-02,1.752127901e-05,-3.443341029e-06,5.133525133e-01,-2.537756264e-01,-8.453197032e-02,1.036540707e-04,3.287312388e-01,8.113697916e-02,-6.328347325e-01,2.971275747e-01,1.968150139e-01,-1.298344135e-01,-3.404336870e-01,-2.120151521e-06,-2.611050904e-01,-6.317421794e-02,4.651394647e-06,-1.699936547e-05,-5.633736849e-01,-1.630393788e-02,-7.118207961e-02,7.089202700e-05,-6.157505885e-02,-1.234972626e-01,-6.572467685e-01,-3.258705437e-01,-2.495025992e-01,-2.705170512e-01,-4.699309170e-02,-3.439250213e-05,1.055780351e-01,-2.406803071e-01,-1.374123258e-05,7.266562818e-08,1.025660753e+00,-1.862037927e-01,1.359721720e-01,-2.404825063e-04,-5.100646019e-01,-1.481702477e-01,9.363813400e-01,-4.155716300e-01,-1.790320873e-01,1.803513318e-01,2.689012587e-01,-1.506065746e-05,1.637275815e-01,3.641114235e-01,-7.825752618e-06,1.209835091e-06,-4.330095053e-01,-2.477812469e-01,-4.500920698e-02,-1.073981548e-04,4.087988734e-01,3.750727326e-02,-1.332214475e-01,1.643542200e-01,9.975496680e-02,2.142035514e-01,-1.483310014e-01,-2.863936243e-05,-1.815468445e-02,-2.415406853e-01,-2.437396142e-05,-1.223162326e-05,-3.924303055e-01,7.906483114e-02,-7.250062376e-02,1.493075524e-05,1.422817558e-01,1.107504964e-01,-4.895377755e-01,4.273799714e-03,-7.826955616e-02,2.100932645e-03,-2.210057676e-01,2.054395372e-05,-7.345917821e-02,9.300153702e-02,9.080455925e-07,-1.466000595e-05,-5.053409338e-01,-2.097899616e-01,-8.162193745e-02,1.794024320e-05,1.013869271e-01,-1.760014743e-01,-3.968863785e-01,-2.891454101e-01,-1.912164092e-01,-1.123185530e-01,-9.129433334e-02,-3.133565406e-05,6.539600343e-02,-3.731900752e-01,7.298052878e-06,-3.353157445e-05,-2.865521014e-01,-5.031899363e-02,-7.245792449e-02,-2.241867041e-04,-4.410136938e-01,-1.635757089e-01,-5.991193652e-01,9.315885603e-03,1.640022099e-01,3.297474468e-03,2.208845764e-01,-5.304020760e-06,4.081698507e-02,1.897143759e-02,-1.369763140e-05,7.210346666e-06,9.182906151e-01,-3.974001408e-01,1.725593209e-01,-1.145912611e-04,1.784119159e-01,-8.817461878e-02,1.112343073e+00,-4.465524573e-03,-2.645021118e-02,1.011317968e-01,-1.754922420e-01,-2.559614040e-05,-4.268123209e-02,7.989043742e-02,-1.936597437e-05,9.483652320e-06,-4.895676374e-01,2.863457501e-01,-7.121022046e-02,8.327268733e-05,1.406792700e-01,3.043666184e-01,-4.599458575e-01,-1.416490972e-01,-1.864382178e-01,3.047465682e-01,-8.515390009e-02,-8.853746294e-06,-2.730623782e-01,-2.655831873e-01,-1.369749134e-05,6.272954579e-06,-1.184883341e-01,-2.081381679e-01,-1.525111031e-03,6.140216101e-06,1.115586013e-01,1.795099825e-01,-5.451596975e-01,4.897988439e-01,4.251273274e-01,-3.659956455e-01,-3.751681447e-01,3.717226036e-06,1.658648401e-01,5.532073975e-01,-9.756333384e-06,-1.496388541e-05,-7.638750672e-01,-3.748523295e-01,4.586219788e-02,-1.621418342e-04,-2.855196297e-01,-2.281336337e-01,-2.589010000e-01,-6.701968312e-01,-1.922315806e-01,9.354085475e-02,1.368685961e-01,4.413543138e-06,1.118174419e-01,-2.964012921e-01,-1.666364915e-05,-4.451042332e-05,8.673211336e-01,4.692853093e-01,6.123143714e-03,-1.500775834e-04,2.836365700e-01,-3.802752122e-02,2.334993184e-01,4.196471721e-02,-1.784098595e-01,-3.811120614e-02,5.653460324e-02,-1.806317778e-05,-1.452852692e-02,-1.725399196e-01,-7.779603948e-06,-3.542562263e-05,-3.480937481e-01,-2.574660182e-01,-1.032255739e-01,4.155518400e-05,-1.302368045e-01,-3.671656176e-02,2.269498110e-01,-1.595564932e-01,-1.291262507e-01,8.670873195e-02,-3.616569042e-01,-3.907818973e-05,-6.679019332e-02,-2.813845873e-01,1.860430643e-06,4.142013040e-06,-2.811202407e-01,-3.488036990e-01,-2.352933772e-02,7.481274952e-05,8.291189373e-02,6.569661200e-03,-7.483028620e-02,-3.731017709e-01,-7.282987237e-02,4.783115909e-02,6.285299063e-01,-7.506449037e-06,1.732852310e-01,-1.758757085e-01,-6.591160400e-06,-1.957784298e-05,-8.162601590e-01,5.619916320e-01,-1.063411590e-02,-2.787925187e-04,-1.677699536e-01,-2.408201993e-01,-3.739155233e-01,5.819385648e-01,2.528014481e-01,1.755316854e-01,-1.959681064e-01,-3.271059177e-05,-4.800906032e-02,5.036305785e-01,-6.712064078e-06,2.172047147e-07,5.535908937e-01,-3.943387568e-01,2.530507185e-02,-5.581771620e-05,9.143780917e-02,-1.096465439e-01,-1.524708699e-02,-3.293484151e-01,-1.827373356e-01,-3.159143031e-01,-3.378337026e-01,-5.083681117e-06,-6.840534508e-02,-2.276650518e-01,6.501624739e-06,-1.697793050e-05,1.806108654e-01,-1.900626570e-01,-4.385111108e-02,2.289270196e-05,-2.710178681e-02,2.205167115e-01,1.203324497e-01,-4.319041371e-01,-1.089118770e-03,-4.455307499e-02,-4.649859369e-01,-3.006358384e-05,-1.385731250e-01,-2.461512387e-01,1.490571435e-06,-2.897429476e-05,1.376444660e-02,-4.465880692e-01,-3.748856857e-02,3.710497185e-05,7.298898883e-03,1.396421939e-01,-1.193116978e-01,7.140212059e-01,-1.215765998e-01,-1.682457328e-01,-6.817181595e-03,8.157257071e-06,6.972584128e-02,-7.608832419e-02,8.238890587e-06,4.417234959e-05,-2.706414759e-01,-2.901117802e-01,-7.507661730e-02,-2.196474670e-04,1.234052144e-02,-3.626377881e-01,-1.590538025e-01,-2.867565155e-01,4.594263062e-02,9.275605530e-02,5.581848025e-01,-3.435040708e-05,-5.734187737e-02,3.280155361e-01,5.596336337e-07,-2.854361446e-05,-3.066508770e-01,6.346618533e-01,7.854773663e-03,-9.649519779e-05,1.643800437e-01,6.242461503e-02,-1.125800461e-01,-2.754199803e-01,-5.520718172e-02,1.142012030e-01,-3.533240855e-01,1.312656605e-05,1.162808761e-01,-1.870866567e-01,-2.010136632e-05,-3.436745101e-05,2.003384084e-01,-2.691924870e-01,5.196925998e-02,4.378702943e-05,-2.045588195e-01,3.720027208e-02,4.735090211e-02,-3.766490519e-01,-2.211300284e-01,1.465251893e-01,-3.153140843e-01,-7.056581671e-05,6.980037689e-02,-2.109843194e-01,-4.469922260e-06,-1.127346604e-05,-1.396146715e-01,-2.528548837e-01,-3.439988568e-02,3.484355693e-05,3.555010557e-01,-1.165083796e-02,8.898168802e-02,-3.955418468e-01,2.253748029e-01,-2.045227885e-01,-3.330258727e-01,3.209448187e-05,1.858132780e-01,-1.416334659e-01,9.865979337e-06,-2.185130143e-05,1.170443222e-01,-2.245113999e-01,-3.343612328e-02,-2.190686937e-04,3.921044245e-02,-7.529900223e-02,-2.234385163e-01,9.053522348e-01,8.378840721e-05,7.726560533e-02,3.180093467e-01,-5.655476343e-05,-3.319773674e-01,1.437866688e-01,1.166872062e-05,-5.228528153e-06,-2.440583557e-01,3.016894460e-01,-1.435625833e-03,-9.579948528e-05,-1.245377809e-01,-9.780594707e-02,-1.433806680e-02,-4.131860733e-01,-1.362782419e-01,-2.512282319e-02,6.346238405e-02,-1.238628192e-05,6.644234806e-02,2.755262144e-02,1.691842840e-06,-1.276585863e-05,-9.646351635e-02,-1.954996735e-01,1.653307118e-02,2.259647044e-05,-2.907102108e-01,6.136096269e-02,-1.948902905e-01,-4.196774960e-01,-2.774985433e-01,2.588553727e-01,-4.095495939e-01,-5.078053073e-05,-2.010520734e-02,-3.199473396e-02,1.339293431e-05,-2.513799154e-05,-2.066986710e-01,-4.874509871e-01,-4.814392701e-02,6.455945550e-05,5.851233378e-02,3.667484969e-02,-9.375746548e-02,1.009435579e-01,-1.813886128e-02,-2.821261883e-01,2.328119799e-02,-6.283255971e-06,-1.115294639e-02,-1.960408315e-02,-5.201334716e-06,1.328326289e-05,9.311525524e-02,7.143074274e-01,1.988021098e-02,-1.679704583e-04,-9.982112795e-02,-3.651759923e-01,-1.379110850e-02,-9.912703931e-02,2.955474257e-01,9.421394020e-02,1.053971648e-01,-4.587781950e-05,-2.501516975e-02,-1.651937366e-01,-5.339880772e-06,-2.953851435e-05,-3.610023111e-02,-2.406108081e-01,-2.826301195e-02,-1.521862723e-04,1.774641126e-02,2.379533462e-02,-1.728299111e-01,1.378062218e-01,-1.318915039e-01,-7.684405893e-02,1.401307806e-02,3.190783173e-05,4.635176063e-02,3.550521284e-02,8.848640391e-06,-2.027449591e-05,-2.134912908e-01,-3.574470878e-01,3.758798819e-03,4.209922190e-05,3.043033881e-03,1.813315898e-01,-6.329646707e-02,-2.180906087e-01,-2.466571182e-01,9.681756794e-02,-2.222260833e-01,-8.217241702e-05,-1.227088124e-01,-6.657468039e-04,-1.835124931e-05,-1.360778811e-06,-9.988670051e-02,-5.098946691e-01,-1.701950841e-02,4.620939580e-05,1.196249947e-01,2.815952711e-02,-5.226035789e-02,-3.982577026e-01,-9.283009171e-02,-2.735822797e-01,-5.586741865e-02,-4.501253352e-05,2.038028538e-01,-1.506081969e-01,2.229390520e-05,-3.058142102e-05,1.323657036e-01,-1.744496226e-01,2.002416737e-02,-1.830031833e-04,-6.355734169e-02,-5.377184749e-01,-4.740875214e-02,5.268822312e-01,3.369347751e-01,1.276323795e-01,1.592324078e-01,1.066026289e-05,-1.977339238e-01,6.328033656e-02,2.419747489e-06,1.808805791e-05,-2.137297839e-01,8.011231422e-01,8.043859154e-03,-9.072854300e-05,4.999675974e-02,3.020949289e-02,-2.440238185e-02,-1.905898452e-01,-1.294506937e-01,4.326039180e-02,-1.481105089e-01,-1.748431896e-05,1.067187637e-01,-9.331097454e-02,-2.198664151e-05,-1.828550921e-05,-1.818933338e-01,-4.879827201e-01,-6.375034899e-02,7.580724287e-06,-1.265863925e-01,3.559098244e-01,-2.195773274e-01,-5.561356992e-02,-2.747451067e-01,1.906600893e-01,-3.075385988e-01,3.727485591e-06,1.138132691e+00,2.052832954e-02,8.815382898e-06,2.037396189e-05,-3.157520294e-01,-5.079042315e-01,-7.309373468e-02,3.281174941e-05,9.883590788e-02,1.229757071e-01,-1.479489058e-01,-2.364588343e-02,2.181440592e-02,-1.216087118e-01,3.412546217e-02,6.654538083e-06,-3.614559770e-01,-4.569702782e-03,8.848825814e-07,-3.109688623e-05,-5.129074305e-02,2.367496490e-02,4.361730069e-03,-1.730418589e-04,2.083175816e-02,-2.752020061e-01,-9.189199656e-02,-4.270158336e-02,9.874973446e-02,8.129717410e-02,1.240836903e-01,-3.091513281e-05,-5.408369303e-01,-8.401433378e-02,6.563915122e-06,1.613845234e-05,1.839542687e-01,1.376694739e-01,4.066041484e-02,-1.201176201e-04,-2.687860131e-01,1.074937135e-01,-4.527474940e-02,-1.580263823e-01,2.218840457e-02,-1.561739892e-01,-1.176301613e-01,-4.268880002e-05,-2.457484752e-01,-1.132470816e-01,8.350529242e-06,-8.887675904e-06,-1.800540239e-01,-2.466265298e-02,-2.470556647e-02,8.278375026e-05,1.285770535e-01,-7.868687809e-02,-5.854122713e-02,4.252075031e-02,-1.321101636e-01,1.405683756e-01,-1.827543080e-01,-3.028716128e-05,-2.663741112e-01,-1.563473344e-01,-2.209961622e-06,-2.222577132e-05,-2.532964051e-01,-3.300827742e-01,-2.857792564e-02,5.934420187e-05,3.397827148e-01,8.459137753e-03,-1.798318177e-01,-4.136126116e-02,-1.465439610e-02,-1.478320062e-01,-2.271433920e-01,-3.397530600e-05,-9.317392856e-02,6.903197616e-02,-1.609698666e-05,-4.801315754e-07,-1.415902525e-01,-2.105526030e-01,-9.253002703e-03,-1.516829652e-04,-2.209232301e-01,-2.388787419e-01,-1.353527009e-01,-1.518801302e-01,2.188619375e-01,-5.411468074e-02,1.287345737e-01,-3.554600698e-05,2.450299561e-01,-1.258763392e-02,-1.987398264e-06,-3.236710836e-05,-5.565234646e-02,2.460424602e-01,5.396522209e-02,-1.515458280e-04,-2.625039518e-01,4.538694024e-02,1.753505617e-01,-1.292708814e-01,-2.040079981e-01,5.554776639e-02,1.426510885e-02,1.725665061e-05,1.045940444e-01,-8.135329932e-02,-8.445992535e-06,-2.160469558e-05,8.738468587e-02,-7.659818977e-02,-6.888832897e-02,3.951429608e-05,1.230659857e-01,6.169835851e-02,-2.038221359e-01 +thresholds = -1.120146513e+00,-5.277196169e-01,-2.338244393e-02,-1.067644238e+00,-1.972739992e-04,-3.969021514e-02,-7.251808643e-01,-1.111816237e-04,-2.369145659e-04,-1.452597141e+00,-1.484844565e+00,-2.109117061e-01,-9.531295509e-04,-8.222577721e-02,-4.935095906e-01,-1.374527097e+00 +weights1 = -1.943796314e-02,7.365705818e-02,5.709551275e-02,1.998177320e-01,2.407905832e-02,5.392963886e-01,-4.577632248e-02,9.637182578e-03,-1.095268177e-03,1.644157246e-02,-5.597687513e-02,-9.756057523e-03,-3.180531040e-02,-9.904501587e-02,5.124226585e-02,2.778952718e-01,1.331075430e-01,3.944129944e-01,3.544772863e-01,2.275145426e-02,-4.471789300e-02,1.110541597e-01,-1.189383045e-01,-4.688044265e-02,-4.829238728e-02,-4.837705940e-02,-2.090098336e-02,7.877199678e-04,-1.248693932e-02,4.821586981e-02,1.171015576e-01,-8.735413430e-04,2.752496116e-02,2.521004714e-02,3.036632575e-02,4.523862898e-02,-1.118265744e-02,-1.764278044e-03,-3.177278489e-02,2.612214163e-02,2.233828232e-02,4.398885649e-03,-2.167824283e-02,-1.189566310e-02,1.142433938e-02,-3.744040802e-02,9.570037946e-03,4.576667771e-02,7.853844762e-02,3.632938117e-02,1.946294494e-02,2.736670151e-02,-1.555349119e-02,2.740205824e-02,-1.683815010e-02,3.573787957e-02,-4.321331158e-02,-5.011293292e-02,2.388409048e-04,-1.009929925e-02,1.255458128e-02,-2.294753864e-02,2.234172774e-03,-1.653131470e-02,-2.107876353e-02,1.145265475e-01,-2.802043222e-03,1.815821826e-01,2.649434842e-02,3.420505822e-01,-9.850587696e-03,3.849550709e-02,4.005261138e-02,5.130600929e-02,-4.851051420e-02,-2.348109707e-02,-2.309859730e-02,-9.438946843e-02,6.520731258e-04,9.082111716e-02,1.162361652e-01,1.659835428e-01,1.574299484e-01,8.876786381e-02,-5.481841788e-02,8.916164190e-02,-4.141128436e-02,-9.159346670e-02,6.663021632e-03,-6.851952523e-02,-4.329726100e-02,-3.209081944e-03,1.007540338e-02,1.844431646e-02,1.479253918e-01,1.347569283e-02,1.120238286e-02,-1.539544784e-03,1.432528254e-02,-4.208873026e-03,-8.033550344e-03,-2.008774504e-02,1.537400950e-02,-3.573997691e-02,3.548509441e-03,1.112033240e-02,-1.240963116e-02,1.473341603e-03,-3.604378924e-02,-2.336277068e-02,3.128791600e-02,3.550215065e-02,1.374934241e-02,5.855391175e-02,1.429417916e-02,9.117651731e-03,7.924376987e-03,1.802248880e-02,-1.507279556e-02,6.066498812e-03,-3.419961408e-02,-3.413487459e-03,-1.301370282e-02,2.753558010e-02,1.677556895e-02,4.614211153e-03,2.494335361e-02,-8.012918755e-03,-2.447085269e-02,-8.104940504e-02,-1.262834519e-01,-4.354532957e-01,-4.591091350e-02,-3.042948842e-01,4.457136616e-02,-3.132799268e-02,-1.623182744e-02,-4.619663954e-02,7.689262182e-02,-3.737534164e-03,3.172552958e-02,1.047221050e-01,-1.011094078e-03,-4.318557382e-01,-2.134648710e-01,-1.572833806e-01,-2.475677431e-01,-1.838273704e-01,5.874760821e-02,-1.729315221e-01,1.471950561e-01,3.473149240e-02,2.329592966e-02,2.607551776e-02,4.008484632e-02,3.380446136e-02,3.437562659e-02,-6.861626357e-02,-2.011128366e-01,-1.276966557e-02,8.936166996e-04,1.447626017e-02,-1.941641234e-02,6.561186165e-02,-1.314826077e-03,1.418565363e-01,1.619115472e-02,-2.434953116e-02,4.084165208e-03,1.295894198e-02,3.001522273e-02,1.283753477e-02,4.281052854e-03,3.505970538e-02,-3.799749771e-03,6.421413273e-02,3.393775597e-02,6.340488046e-02,7.629158348e-02,4.665902257e-02,-2.059281804e-02,1.184679661e-02,8.281609416e-02,-2.135315537e-02,-3.933396935e-02,1.681763865e-02,6.606891402e-04,-3.143329546e-02,3.345274180e-02,4.731618392e-04,1.503705420e-02,-8.138492703e-03,-3.698966699e-03,8.160039783e-02,6.692752242e-02,3.143093586e-01,-2.872890607e-02,4.351418912e-01,-3.450629488e-02,-3.187613038e-04,-1.199988183e-02,3.256970644e-02,-6.313200295e-02,-2.542134188e-02,-5.152243190e-03,-7.729271799e-02,4.583781585e-03,2.433523834e-01,1.803576946e-01,2.011899650e-01,1.946956068e-01,1.465104669e-01,-3.807363287e-02,1.377038062e-01,-1.244374663e-01,-4.533622041e-02,-1.926358789e-02,-5.046292394e-02,-3.123430721e-02,2.895941027e-03,-2.895299718e-02,5.183098838e-02,1.461883485e-01,-2.442402765e-02,2.212724090e-02,2.255034260e-02,3.190496936e-02,3.626910597e-02,1.015475020e-02,5.615882203e-02,1.152753178e-02,1.905254088e-03,-2.300240844e-02,-1.422502333e-03,6.198528223e-03,-2.469967306e-02,1.025981270e-03,-1.047231443e-02,2.976296097e-02,6.420304626e-02,3.519326076e-02,4.529775307e-02,1.436719764e-02,1.368839201e-02,-7.290089969e-03,-3.027196508e-03,-2.771148458e-02,-1.043130364e-02,6.852181628e-03,-3.057313850e-03,-1.249534078e-03,-3.082042187e-02,-2.017919673e-03,9.810303338e-03,4.693647847e-02,-2.581555024e-02,-1.089272089e-02,-1.620937325e-02,-4.140835663e-04,-1.822514273e-02,-1.313991961e-03,1.313390210e-02,-1.598762348e-02,-2.153547248e-03,-7.287158817e-02,9.317734279e-03,3.937832545e-03,-1.342158765e-02,-2.688364312e-02,5.014336668e-03,9.937821887e-03,-7.528891787e-03,-3.441867232e-02,-1.794539019e-02,1.223987713e-02,1.625860669e-02,5.637077987e-02,2.794490010e-02,4.178489000e-02,-1.602046378e-02,-5.435787886e-02,8.253907436e-04,7.049135864e-03,-1.206804439e-02,-9.242399596e-03,-3.145471960e-02,-1.996322721e-02,-2.534199506e-02,-5.615623668e-03,7.027538028e-03,1.213816926e-02,-7.285946514e-03,-1.165948529e-02,2.679061145e-03,4.560564179e-03,1.084396709e-02,2.560877427e-02,1.879876480e-02,-8.869395242e-04,-1.133502647e-02,-4.907928524e-04,3.977354616e-02,2.932244679e-03,-5.698144378e-06,8.980977000e-04,-1.959847845e-02,1.311265398e-02,2.321127988e-02,2.160506882e-02,-1.198948920e-02,7.955043577e-03,1.485554781e-02,-2.639904153e-03,1.363866962e-02,-3.612300381e-02,1.573552378e-02,-1.291857008e-02,-3.497010469e-02,-1.481736777e-03,1.281139068e-02,-1.780118421e-02,-7.977446914e-02,-1.173055246e-01,-7.066699266e-01,-1.438879594e-02,-6.542353034e-01,-3.211006755e-03,-3.268747404e-02,-1.443727780e-02,-1.729635708e-02,1.278979778e-01,1.643146574e-02,4.073847085e-02,1.821923256e-01,2.227418497e-02,-4.833736420e-01,-2.854960859e-01,-2.558433115e-01,-2.258216739e-01,-1.487457305e-01,1.101563573e-01,-2.621364594e-01,1.926875710e-01,6.645578146e-02,5.072445795e-02,9.338819236e-02,1.605834812e-02,-5.306487903e-03,5.513359979e-02,-9.268588573e-02,-2.687034011e-01,1.148581132e-02,8.818780072e-03,6.995003670e-02,6.476100069e-03,1.204138473e-01,-5.776493344e-03,3.239369094e-01,-1.285369787e-02,1.842092164e-02,3.318405151e-02,-3.937762231e-03,-3.714567050e-02,-2.105449140e-02,-1.200994011e-02,-7.779437304e-02,2.299979329e-02,6.152299792e-02,2.225374244e-02,1.012299135e-01,1.069302335e-01,2.066399530e-02,-7.473789155e-02,8.320093155e-02,-4.215881228e-02,-3.098701313e-02,1.504072733e-02,-4.009019583e-02,3.231146606e-03,-1.460595522e-03,-6.922522094e-03,1.288430020e-02,3.235061094e-02,1.758156344e-02,-1.852778159e-02,2.942958102e-02,1.906217076e-02,2.815717757e-01,2.285338379e-02,4.548093677e-01,-1.631622016e-02,1.303783618e-02,3.602910042e-02,-9.427510202e-03,-1.030773073e-01,-3.049646318e-02,-3.745807707e-02,-1.058352068e-01,4.427439347e-02,1.151299328e-01,1.126090586e-01,1.460215151e-01,9.173322469e-02,7.959496975e-02,-6.834442914e-02,1.008777544e-01,-1.366878003e-01,-3.979180008e-02,-3.590679914e-02,-5.536020175e-02,-2.526742965e-02,-1.698269392e-03,-5.459035560e-02,2.482319623e-02,6.920897216e-02,4.370293021e-02,4.492925480e-03,6.945021916e-03,2.892225794e-02,1.868989319e-02,2.250535041e-02,2.077712864e-02,8.156922646e-03,1.689524949e-02,-1.442011353e-02,1.381617691e-02,-3.765736939e-03,3.354524821e-02,9.712548926e-03,-4.225400276e-03,2.498285612e-03,2.473651664e-03,3.350910544e-02,2.272493951e-02,9.504317306e-03,-9.471858852e-03,-1.757456921e-02,-1.726477593e-02,-2.674532309e-02,3.135699406e-02,-1.271286886e-02,4.559222143e-03,5.044194683e-02,1.515324693e-02,6.513907108e-03,2.358699404e-02,-3.358112648e-02,1.548927464e-02,-4.176995531e-02,1.661404036e-02,-1.115930639e-02,1.333720703e-02,2.320744097e-02,4.117339849e-02,4.055672325e-03,3.612098470e-02,-3.878504271e-03,-1.195484865e-02,-2.538578957e-02,7.448168471e-03,1.305388752e-02,5.976543296e-03,1.828658395e-02,3.367093205e-02,1.662782021e-02,2.729265951e-02,1.615762897e-02,-3.700327128e-02,1.352348551e-02,3.850413114e-02,-1.608689502e-02,-7.695388049e-03,-2.434084751e-02,2.622180618e-02,-2.438818105e-02,5.348312203e-03,-5.067556631e-04,-4.468583036e-03,-1.204932109e-03,-2.754117176e-02,-3.523675725e-02,1.861570170e-03,-2.018094063e-02,2.680772357e-02,2.108613029e-03,-1.318202913e-02,1.936214790e-02,-1.611384377e-02,-2.024538442e-02,1.409379113e-02,-1.142266579e-02,1.536369018e-05,2.036197484e-02,-1.307879295e-02,1.949125342e-02,6.150010973e-03,-2.304907516e-02,-1.723892055e-02,1.648751087e-02,-2.162321471e-02,1.561843883e-02,-2.015898377e-02,-3.264796734e-02,3.108748235e-02,1.867051981e-02,5.279742647e-03,-1.487098169e-03,3.412937745e-03,1.464086119e-02,2.956587821e-02,1.072672661e-02,1.636754535e-02,-1.053916756e-02,-8.653300814e-03,3.285452724e-02,-2.925558574e-02,9.578624740e-03,-2.567404136e-02,-2.466089325e-03,-1.481998339e-02,-1.695957035e-02,3.511548787e-02,8.942754008e-03,-3.193319589e-02,-7.787284267e-05,9.897695854e-03,2.074253559e-02,-1.941418648e-02,-4.652020335e-02,1.523993816e-02,-5.116135348e-03,1.649188250e-02,-1.486449386e-03,3.409637371e-03,2.507734112e-02,-2.527288906e-02,-3.152254224e-02,2.270525321e-03,-9.021490812e-03,-8.145044558e-03,-2.333021164e-02,-1.145430561e-02,-2.457843907e-02,5.023739114e-02,-3.857522458e-02,1.847901195e-02,-1.351433620e-02,-3.093359061e-03,-1.128512342e-02,-1.063745003e-02,-1.701899804e-02,3.487556055e-02,4.001370817e-02,1.058457419e-02,-1.483795326e-02,-2.008012868e-02,-9.404089302e-03,4.691580776e-03,2.399061434e-02,-5.157944281e-03,-3.834249452e-02,-1.762998477e-02,-4.899363965e-03,-3.590646433e-03,-1.878618076e-02,-2.739589196e-03,-1.818936318e-02,-2.284989692e-02,-4.869090021e-02,-1.001326088e-02,-1.699031563e-03,-7.941364311e-03,-1.459368784e-02,6.304970942e-03,2.278820425e-02,-1.503157429e-03,-3.846172616e-02,1.447641850e-01,9.928253293e-02,4.880966544e-01,-1.689324342e-02,6.395477653e-01,-2.492169850e-03,-1.575163566e-02,2.108256705e-02,-4.882705864e-03,-5.920450762e-02,4.919323139e-03,-5.246118084e-02,-1.185572743e-01,-2.632232569e-02,4.539818168e-01,2.531602979e-01,3.210338056e-01,3.666712046e-01,1.459005773e-01,-7.086142153e-02,1.713390648e-01,-1.046148464e-01,-4.990494624e-02,-3.074840084e-02,-4.820488021e-02,1.188510377e-02,9.562102146e-03,-3.573389351e-02,1.090121567e-01,1.491778642e-01,7.391102612e-03,1.491754409e-02,-2.105828142e-03,1.538924035e-02,5.547193438e-02,-2.252895571e-02,4.911926016e-02,-3.472664952e-02,-1.196500380e-02,9.334411588e-04,9.664103389e-03,-4.977009818e-02,-3.284506127e-02,7.806288544e-03,-7.788824383e-03,-3.316056728e-02,4.509423301e-02,5.322976783e-02,7.361159474e-02,4.958414286e-02,4.653696716e-02,-1.990215480e-02,7.444665302e-03,-3.392905742e-02,1.218532026e-02,-9.375787340e-03,1.627606340e-03,5.474340869e-04,2.786857635e-02,2.812920883e-02,-1.135502849e-02,4.608158767e-02,-1.998867840e-02,-3.371353447e-02,3.439593315e-02,4.929192364e-02,3.888686597e-01,-6.079459190e-02,7.088244557e-01,-3.564565629e-02,1.031200960e-02,1.802057587e-02,-8.780391072e-04,-1.081284955e-01,7.820075378e-03,-6.012707949e-02,-1.847526580e-01,2.517346852e-02,1.251448393e-01,1.311117560e-01,1.609284878e-01,9.085012227e-02,1.696322262e-01,-7.060170174e-02,1.629186869e-01,-2.089103460e-01,-5.688544363e-02,-3.870498762e-02,-7.498073578e-02,-1.227619406e-02,-5.200736970e-02,-4.100591689e-02,5.169028044e-02,1.552100033e-01,-4.261844233e-02,-2.221495961e-04,1.853127033e-02,2.557276189e-02,3.182469308e-02,-7.936291513e-05,4.322416708e-02,-2.863872983e-02,-3.339263797e-02,-1.801088452e-02,-2.996589988e-02,2.349908464e-02,-2.402978018e-02,-3.563285619e-02,3.718513250e-02,-6.727385335e-03,2.829026803e-02,3.988335084e-04,1.272368710e-02,2.458650246e-02,1.736344583e-02,8.136107936e-04,3.612669930e-02,-4.455590248e-02,-4.034321173e-04,-5.896312371e-02,3.090770170e-02,4.799991846e-02,2.937198430e-02,-2.213595435e-02,-5.481373053e-03,1.313659130e-03,-1.501672622e-02,1.087290328e-02,5.844144151e-02,-1.092797145e-02,6.040933356e-02,1.690096967e-02,1.804394871e-01,-4.164848849e-02,4.263338819e-02,1.872257330e-02,-1.981242560e-03,-1.852324419e-02,-6.138126925e-02,-1.756738522e-03,-8.564747870e-02,-2.936385863e-04,8.731193841e-02,4.705551267e-02,6.365100294e-02,1.040477306e-01,-1.712367684e-02,-5.831454322e-02,1.563774422e-02,-1.217783988e-01,-3.408730030e-02,-8.206826897e-05,-4.658567160e-02,3.933411092e-02,5.141215865e-03,1.818562858e-02,2.144909464e-02,8.029744029e-02,-5.185799208e-03,1.448642556e-02,1.389851514e-02,1.054634806e-02,-4.211625829e-02,6.398105063e-03,3.737951443e-02,-3.629016876e-02,3.220269224e-03,1.583738066e-02,-1.912127249e-03,-1.874871366e-02,2.966071293e-02,3.451929986e-02,-4.065162968e-03,-1.683423482e-02,-1.962592080e-02,7.943826728e-03,3.967121243e-03,-3.385313600e-02,4.484033585e-02,5.110109970e-02,-6.005773693e-02,1.791434363e-02,8.492731489e-03,-5.249273404e-02,-1.337278634e-02,7.522217464e-03,2.114372794e-03,-3.889664635e-02,3.608036041e-02,3.455912322e-02,5.448894575e-03,-1.507654600e-02,-1.993533224e-02,-2.188161947e-02,-1.290517580e-02,-6.683553103e-03,-4.129620641e-02,-1.470103674e-02,1.995374821e-02,2.422848158e-02,3.790285438e-03,-1.884469390e-02,-1.078861096e-04,-1.594315097e-02,-6.822771858e-03,-2.517077699e-02,1.578756422e-02,-2.560491674e-02,2.637499198e-02,-1.519850921e-02,1.455482468e-02,-1.620352454e-02,-9.906053543e-03,2.637458593e-02,-3.257847950e-02,-2.350213379e-02,-3.644157946e-02,9.108898230e-03,4.638517275e-02,-4.482877906e-03,-3.346198797e-02,2.412641980e-02,-3.112483583e-02,1.714440249e-02,-2.311911201e-03,-1.856860123e-03,2.046873607e-02,-2.656405559e-03,2.290258743e-02,7.266197354e-03,-9.152695420e-04,1.717357337e-02,-3.192838281e-02,-2.456418797e-02,2.169081941e-02,7.566613611e-03,2.626825683e-02,2.429849096e-02,2.002124302e-02,-5.652408302e-02,1.511033252e-02,5.846814811e-02,-3.132932354e-03,4.487923812e-03,7.088289130e-03,2.377214096e-02,-8.211819455e-03,6.097690202e-03,2.419039421e-02,-2.376440214e-03,-1.288555446e-03,-1.655996777e-02,1.924242941e-03,1.686098613e-02,-1.181469206e-02,1.303980127e-02,-1.004966870e-01,-1.388194412e-01,-6.167364717e-01,2.944106981e-02,-4.364973307e-01,3.225384280e-02,-1.063374337e-02,1.732708327e-02,-1.634518150e-03,4.481076077e-02,-2.939549740e-03,2.529995330e-02,9.034761041e-02,3.120074980e-03,-5.472687483e-01,-3.549891710e-01,-2.906684875e-01,-2.711478770e-01,-2.844079435e-01,2.560507320e-02,-3.136544526e-01,9.231831878e-02,6.798531860e-02,1.112573873e-02,4.172811657e-02,-1.965831406e-02,-2.977539785e-02,-2.916067140e-03,-1.432035565e-01,-2.932655811e-01,-3.203112260e-02,1.317857765e-02,3.155682608e-02,-4.468891770e-02,1.342468709e-01,-2.058944665e-02,2.504183352e-01,3.155829385e-02,-3.159666806e-02,-7.160554174e-03,-8.850645274e-03,-2.815367281e-02,-2.107664384e-02,4.106092453e-02,5.237997323e-02,7.470086683e-03,3.461829573e-02,3.027892299e-02,8.108806610e-02,1.714323312e-01,5.906704441e-02,-3.887263313e-02,5.201788247e-02,1.679996215e-02,-3.454209864e-02,-4.044754803e-02,-3.519864380e-02,1.601938903e-02,2.998576313e-02,2.921039239e-02,-1.956892572e-02,1.092893407e-01,-3.084846400e-02,-4.215747584e-03,-7.685715705e-02,-1.466972381e-01,-4.344165325e-01,1.406770945e-02,-3.568662405e-01,2.132626064e-02,-4.047130700e-03,-2.354635485e-02,1.384305395e-02,5.775149167e-02,2.440193202e-03,3.636918962e-02,6.232275441e-02,-5.131047219e-03,-4.071982503e-01,-3.338656425e-01,-2.312973887e-01,-2.172848582e-01,-2.032843977e-01,4.655447975e-02,-1.775524318e-01,7.811980695e-02,1.711612567e-02,3.609037399e-02,3.229235113e-02,1.634102315e-02,-3.628842533e-03,2.743988298e-02,-1.293258220e-01,-2.298306972e-01,-2.648929134e-02,6.450887304e-03,-5.416420847e-02,7.396344095e-03,-6.608839333e-02,1.653312519e-02,-1.507117003e-01,1.911045052e-02,2.144867368e-02,8.069269359e-03,-4.681444168e-02,9.921965003e-02,3.313190863e-02,3.718101233e-02,1.112454683e-01,-1.636324078e-02,3.164485097e-02,-4.082161188e-02,-5.051619187e-02,-6.917183101e-02,-5.071152933e-03,6.559599936e-02,-4.584069178e-02,8.902313560e-02,6.646365672e-02,3.760824353e-02,6.866935641e-02,-1.487899106e-02,-4.123743251e-02,9.544048458e-03,-1.415988430e-02,-4.682362452e-02,2.534923702e-02,4.090124741e-02,1.158906296e-01,1.228098944e-01,3.496992290e-01,1.614909805e-02,6.951220036e-01,-7.841166109e-03,-3.807908669e-02,-2.389615588e-02,-9.673626162e-03,-5.401380360e-02,2.683582134e-04,-4.111331329e-02,-6.503014266e-02,7.683061808e-02,4.192404449e-01,2.165054232e-01,4.398970306e-01,4.280560017e-01,1.264849454e-01,-4.333495721e-02,1.076928750e-01,-1.145091131e-01,-1.472369768e-02,-5.910116248e-03,-2.059079520e-02,-1.330301166e-02,-2.649570256e-02,-5.077655986e-02,8.990852535e-02,1.251520067e-01,-3.025848046e-02,4.382147454e-03,-8.357949555e-03,1.047779899e-02,2.692654729e-02,1.582108811e-02,4.747748002e-02,-3.477507969e-03,2.069064043e-02,-1.456052903e-02,1.760210656e-02,-4.418874159e-02,-4.509354755e-02,8.277818561e-03,-1.245352253e-02,6.620975677e-03,1.069813743e-01,5.704887584e-02,4.609937593e-02,6.598203629e-02,3.130244464e-02,-9.449414210e-04,4.876773059e-02,-3.924607486e-02,-6.128187757e-03,9.444313124e-03,1.927614771e-02,6.658709608e-03,-3.108194657e-02,-3.611304983e-02,-2.651011338e-03,2.079459839e-02,4.661820829e-02 +biases1 = 2.228121157e-04,-2.579853497e-02,-1.274992377e-01,-2.723783851e-01,-6.555491593e-03,1.299189869e-02,4.123311490e-02,-1.290096679e-05,-1.148784626e-02,-7.433498278e-03,1.856510788e-01,2.831644670e-04,8.446507156e-02,2.365086824e-01,-4.109844565e-02,-4.972597361e-01,-2.887091339e-01,-2.477539778e-01,-1.962538809e-01,-2.252241373e-01,1.543104053e-01,-1.194104105e-01,2.871517837e-01,1.205789819e-01,4.597554728e-02,1.462602764e-01,1.655245572e-02,1.348642545e-04,7.391173393e-02,-1.389231533e-01,-1.691017896e-01,1.439197222e-04 +weights2 = -7.671006490e-03,1.513813287e-01,2.517052293e-01,9.019364715e-01,1.211224217e-02,1.059305549e+00,-4.916085675e-02,-3.995597828e-03,1.889631338e-02,-1.210066606e-03,-1.614850014e-01,4.783891141e-03,-8.261550963e-02,-2.286032140e-01,3.911839426e-02,8.659766316e-01,4.753540456e-01,4.686393440e-01,4.756035507e-01,3.528821766e-01,-1.229077056e-01,3.670704067e-01,-2.777768075e-01,-9.383931011e-02,-4.849759489e-02,-1.094335839e-01,-1.072806679e-02,-1.846800442e-03,-6.395234913e-02,2.182191312e-01,3.259644210e-01,-2.224894008e-03 +biases2 = 4.526981115e-01 diff --git a/params/D00134.001.txt b/params/D00134.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..005ec99857b442d1ad9cff45b468c86d5258177f --- /dev/null +++ b/params/D00134.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 7.554520667e-02,-9.227181971e-02,-6.749573350e-02,-3.397407010e-03,-6.716527790e-02,-2.891960368e-02,-1.095405966e-01,1.736084465e-03,-1.076974496e-01,4.381190985e-03,5.588405952e-02,-3.174488991e-02,4.862725735e-02,-1.147456691e-01,1.691922918e-02,-3.670005873e-02,-3.950029984e-02,-3.296461329e-02,8.181589656e-03,3.649610281e-02,4.283747822e-02,8.422686160e-02,-1.653813571e-02,-2.895360626e-02,1.442484837e-02,-3.280325234e-02,-7.102175057e-02,-4.261196777e-02,-8.389212191e-02,9.296961874e-02,6.299885362e-02,3.727386892e-02,-3.510960191e-02,-9.005446732e-02,-2.101269811e-01,-2.402954698e-01,5.330820754e-02,-2.039999962e-01,-1.943144798e-01,2.825608477e-02,4.670221731e-02,-8.729530498e-03,-1.654065773e-02,-9.311829694e-03,-1.828640513e-02,-2.100956887e-01,-1.965666115e-01,-1.651988178e-02,-1.072537154e-02,-8.025576174e-02,-1.790181547e-01,-7.292234898e-02,-7.958943397e-02,-1.731540710e-01,2.053890973e-01,-6.941323727e-02,-2.089368552e-02,-1.484186202e-02,-7.932753861e-02,-2.225673199e-02,4.905187059e-03,-1.362456083e-01,-7.923574746e-02,2.395993471e-02,6.240042672e-02,-1.065046191e-01,-1.609990597e-01,3.700100631e-02,-1.180075482e-01,5.882003903e-02,1.172725707e-01,-5.572987348e-02,-1.042262390e-01,-2.967599407e-02,4.940886796e-02,3.349285945e-02,-7.894720882e-03,5.514298566e-03,-3.784754500e-02,-1.399246696e-02,-8.937345445e-02,-1.072149351e-02,1.108617149e-02,-6.678720564e-02,-1.267434470e-02,-9.061773121e-02,-9.288461506e-02,-4.790584743e-02,2.203280851e-02,-3.535793349e-02,-5.105579644e-02,-9.357961267e-02,-2.722117305e-02,-1.236062422e-01,1.141526401e-01,3.568667173e-02,1.620825846e-03,-1.902721971e-01,-1.292752773e-01,-2.335451394e-01,1.328083277e-01,-1.703059673e-01,-1.295034289e-01,4.430282488e-02,6.422722340e-02,2.012946084e-02,-7.260662317e-02,-1.621831767e-02,-6.637430936e-02,-1.929344982e-01,-2.940349579e-01,-4.768030345e-02,1.516033895e-02,1.206334587e-02,-1.695085317e-01,-1.599555276e-02,-5.198057368e-02,-1.187790856e-01,-1.056045853e-02,-7.128373254e-03,-4.991020262e-02,-6.846826058e-03,-3.777881339e-02,-2.768642455e-02,5.392404646e-02,-5.912712961e-02,2.291019261e-02,3.321162984e-02,1.158505082e-01,-1.413228456e-02,-1.589578986e-01,-3.118820488e-01,-1.412898898e-01,-1.765870117e-02,-5.862205755e-03,-2.324054763e-02,-6.319861114e-02,-4.967388883e-02,2.950743400e-02,4.672640562e-02,6.270629913e-02,7.219678722e-03,1.112059411e-02,2.838599728e-03,-1.709013879e-01,-4.873196408e-02,4.729769379e-02,-1.777048409e-01,6.304136664e-02,-6.375138462e-02,2.375568300e-01,-4.320070520e-02,2.751527540e-02,1.210436225e-02,-9.407627583e-02,-4.732579365e-02,-3.059009463e-02,-8.620601147e-02,-6.181826070e-02,2.799947187e-02,-4.533550236e-04,-1.819984615e-01,-1.445052922e-01,-2.492734790e-01,-5.263777077e-02,-2.749444842e-01,-2.080133706e-01,4.183608294e-02,4.743899778e-02,-7.094990928e-03,7.007917389e-03,-6.278882921e-02,-6.738284975e-02,-3.177693188e-01,-1.812050194e-01,-3.066846542e-02,4.653378576e-02,-5.107476190e-02,-1.930034906e-01,4.583864808e-01,8.217538148e-02,3.629070148e-02,-1.399440169e-01,-4.375987127e-02,-7.721939683e-02,-7.828629576e-03,-5.314223841e-02,-4.275830835e-02,-1.161676645e-02,2.682369016e-02,3.591207787e-02,7.811604533e-03,2.106192559e-01,-8.012389392e-02,-1.520951241e-01,3.889966309e-01,-5.083744600e-02,-2.554452717e-01,3.875739500e-02,-2.174917608e-02,-9.645766020e-02,-1.753077097e-02,4.435218126e-02,-6.947746873e-02,4.336990789e-02,-3.633000255e-01,-1.047204882e-01,6.941935048e-03,-1.832985431e-01,1.207194105e-02,5.085137114e-02,-3.022712469e-01,1.014840975e-01,-2.997150719e-01,-1.039948314e-02,-1.567756385e-02,5.908022821e-02,-5.711568054e-03,-2.885209396e-02,-5.394322053e-02,-3.811109811e-02,-3.290469646e-01,3.781646257e-03,3.966168687e-02,-1.074263453e-01,-1.807540953e-01,-1.586018503e-01,-2.274509370e-01,1.876388118e-02,-3.367126286e-01,-1.546404064e-01,7.138565648e-03,6.306719035e-02,2.469638549e-02,-9.827252477e-03,-7.555487007e-02,-5.786833167e-02,-3.152125478e-01,-1.465020180e-01,-2.693200298e-02,7.005665451e-02,-4.662298411e-02,-1.895096302e-01,-1.388644129e-01,-1.211926416e-01,5.699856877e-01,1.110122167e-02,-3.798249736e-02,-9.230326116e-02,-5.457753316e-02,-1.170416325e-01,9.386197478e-02,4.544434603e-03,6.372167468e-01,5.172804371e-02,-1.189790107e-02,2.109952122e-01,3.135491908e-02,-7.549726963e-02,-2.712714076e-01,-1.110189855e-01,4.957876503e-01,2.616588958e-03,6.529672537e-03,-1.362533122e-01,-6.242344901e-02,-2.074926533e-02,4.950713217e-01,6.395404041e-02,5.487333536e-01,1.229214109e-02,2.761360444e-02,-2.828830481e-01,-7.514861226e-02,1.271164324e-02,4.989348054e-01,-7.034307718e-02,-2.904537320e-01,-1.496413499e-01,-7.976546884e-02,9.047710150e-02,9.377975017e-02,-4.271216691e-02,-2.604215741e-01,-8.897989988e-02,-4.639410079e-01,-2.136400342e-01,3.189150244e-02,1.874003373e-02,-2.294674516e-01,-2.112897485e-01,-1.975172758e-01,1.181080937e-01,-2.902855873e-01,-9.483468533e-02,4.467082024e-02,5.120573565e-02,-1.042010915e-02,-1.161720511e-02,-1.252265573e-01,-2.792026103e-02,-2.358490527e-01,-1.996105611e-01,-3.438803181e-02,4.393886030e-02,-2.178010717e-02,-1.753784865e-01,-3.092561960e-01,1.251473185e-02,-2.354434282e-01,1.265118122e-01,-3.946623579e-02,-7.345348597e-02,-7.403687388e-02,-3.595503792e-02,-2.149961591e-01,5.659399554e-03,-2.193953395e-01,2.053307444e-01,-1.755017601e-02,3.107087016e-01,-3.042198718e-01,2.288334817e-02,1.117348149e-01,3.954176232e-02,-3.247478902e-01,5.569112301e-02,1.256763376e-02,-1.661284566e-01,-7.352370769e-02,-3.209523857e-03,-2.005671710e-01,1.573980227e-02,-3.653530180e-01,5.002355948e-02,4.600666463e-03,-3.317409158e-01,-2.327428013e-01,-1.472524107e-01,-3.037578762e-01,-1.031751633e-01,6.126477122e-01,-7.020366192e-02,-8.819109201e-02,1.341042519e-01,4.089615867e-02,-5.493117869e-02,-3.836501539e-01,-1.513130814e-01,7.204753757e-01,-2.676804662e-01,4.228725564e-03,-4.830330610e-02,-2.624995708e-01,-2.036466449e-01,-1.449184865e-01,-3.752318397e-02,-3.139001727e-01,-9.844122082e-02,7.531283796e-02,5.290767923e-02,-1.906842366e-02,-3.378151450e-03,5.040340424e-01,5.182025209e-02,-3.920753002e-01,-1.415464934e-02,-1.039567031e-02,5.907419696e-02,5.035156608e-01,-1.196942776e-01,5.846649408e-02,5.199217796e-02,-2.942976654e-01,-3.240727354e-03,-6.817530096e-02,-8.708416671e-02,-2.220036258e-04,-4.941850156e-02,-2.571998723e-02,3.551266342e-02,-3.321996331e-01,3.570717201e-02,9.230460972e-03,3.730715513e-01,4.527824521e-01,9.054586291e-02,-9.044810385e-02,8.440691233e-02,8.154859394e-02,-6.505549699e-02,-5.274404306e-03,-1.199253723e-01,-9.621860832e-02,-3.983258735e-03,2.784641981e-01,3.693289764e-04,1.392146498e-01,-2.162038982e-01,1.288587111e-03,-4.250780642e-01,-3.693973720e-01,-2.496253401e-01,-1.750521958e-01,-5.303907394e-02,-3.701122999e-01,5.634513125e-02,-5.395492911e-02,1.372020543e-01,8.576882631e-02,-8.366287500e-02,-3.705734015e-01,-2.352730930e-01,-4.222581387e-01,5.010501742e-01,2.810262702e-02,-6.933413446e-02,-2.354599088e-01,-3.432580829e-01,-1.615343392e-01,-4.024342820e-02,-1.322518140e-01,-6.674166024e-02,-1.767287217e-02,-1.370785851e-02,-2.516580746e-02,1.043042447e-02,6.135397404e-02,2.421069890e-01,-1.176471487e-01,-2.817636728e-01,-9.207447059e-03,1.117288545e-01,-1.442731321e-01,5.451571196e-02,1.483767331e-01,-4.113851115e-02,9.809400141e-02,-4.148985445e-02,7.986803539e-03,-6.986355036e-02,-1.656010933e-02,-3.464214504e-02,-7.397737354e-02,-5.299691483e-02,3.163104877e-02,-1.979958862e-01,-1.214359980e-02,1.469068974e-01,-3.247470558e-01,-4.652486145e-01,8.871442638e-03,-7.838771492e-02,-8.727424778e-03,3.029436804e-02,4.452574626e-02,-9.237061441e-02,-1.958532259e-02,1.360286959e-02,1.089234501e-01,-9.230457246e-02,-6.793612987e-02,8.551939577e-02,2.664449252e-02,-3.396223485e-01,6.181332469e-01,-4.793035686e-01,-6.390099227e-02,-2.638322413e-01,-2.403057665e-01,-4.384383932e-02,-5.675061792e-02,8.899368346e-02,6.162237003e-02,-4.041459784e-02,-2.722201347e-01,-5.321273580e-02,-2.181570530e-01,-1.803372502e-01,-4.245630931e-03,1.531246156e-01,-2.968884706e-01,-3.360987902e-01,-1.510143131e-01,1.919373125e-01,-1.319463253e-01,-1.704882681e-01,-6.400927156e-02,5.297689699e-03,-1.211537570e-01,-1.723004133e-02,-1.130907238e-01,3.285179436e-01,-2.112592161e-01,-2.295120656e-01,-1.561912056e-02,2.908615023e-02,-2.915196121e-01,8.331205249e-01,-7.356038690e-02,1.001109704e-01,6.036270037e-02,6.650582701e-02,8.286796510e-03,-7.023150474e-02,2.806648798e-02,-6.828428805e-02,1.708358973e-01,-2.291290909e-01,1.272469461e-01,1.281996667e-01,2.247090917e-03,5.655582249e-02,9.400886297e-02,7.203334570e-01,1.450030878e-02,1.613360494e-01,-8.790401742e-03,1.957897656e-02,4.482026026e-02,-3.869542852e-02,2.088803798e-02,3.225065023e-02,6.084503978e-02,-1.090056151e-01,-7.711026818e-03,-1.303106695e-01,9.728198871e-03,-2.258085012e-01,-2.567923665e-01,-4.808568656e-01,-6.669541448e-02,-1.211490929e-01,-1.100387722e-01,-1.018627435e-01,-2.097156644e-01,4.560488462e-02,5.791885033e-02,-5.716663599e-02,-2.737576962e-01,1.734608561e-01,-1.708946377e-01,-2.138499022e-01,-2.199374326e-02,-1.297305673e-01,-1.903994679e-01,-4.473787844e-01,-7.414167374e-02,-6.987171620e-02,-1.229518056e-01,-1.211961955e-01,2.036684752e-01,-4.027933627e-02,-1.203327179e-01,-1.416986715e-02,2.382379584e-02,2.503657043e-01,-8.045405149e-02,-2.257799655e-01,2.086409368e-02,2.912132144e-01,5.827208608e-02,-2.396585047e-01,-1.540043950e-01,-2.110446244e-02,-7.875216007e-02,8.565191180e-02,-1.062576547e-01,-3.377478197e-02,-1.143667195e-02,-7.346919179e-02,8.507357538e-02,-3.609656394e-01,-1.107931286e-01,3.739740252e-01,-1.378235029e-04,1.625134647e-01,-8.186370134e-02,-4.379467070e-01,-1.497402880e-02,1.146172918e-02,-3.673270345e-02,-1.951709390e-02,7.790209353e-02,1.096212044e-01,4.329663888e-02,-5.460007116e-02,4.084063321e-02,-2.214422971e-01,-4.826449975e-02,-1.838727109e-02,6.283883937e-03,-1.235417873e-01,-1.965216696e-01,8.977869153e-01,-5.468459055e-02,-2.349674106e-01,-1.508210152e-01,-1.644916274e-02,-1.376055628e-01,-1.898464411e-01,-4.038352519e-03,1.636923850e-02,-2.085504383e-01,3.045249581e-01,-1.524953246e-01,-1.121232063e-01,-5.174053088e-02,-1.479322836e-02,-2.045453638e-01,-4.500550032e-01,-1.374927163e-01,1.367988735e-01,2.641414478e-02,-8.488928527e-02,-1.352743059e-01,-7.793032378e-02,-1.321935356e-01,3.132661572e-03,1.097410358e-02,8.312720060e-02,-8.580873907e-02,-6.404494494e-02,4.963144287e-02,-3.545026109e-02,1.881274730e-01,-4.581044912e-01,-7.450510561e-02,3.618435562e-02,-1.609134674e-01,5.633547902e-03,1.268751174e-01,9.140895307e-02,4.230165482e-02,-7.515807450e-02,5.068651587e-02,-2.137399316e-01,-8.351065964e-02,-2.094393596e-03,3.734818427e-03,1.192924380e-01,-2.787405066e-02,2.946088910e-01,-5.122615024e-02,-5.874049664e-02,-1.405667514e-01,-1.723822393e-02,-1.350040287e-01,1.601477899e-02,1.284574270e-01,1.080191731e-01,4.362054542e-02,1.572183669e-01,-9.064766020e-02,-1.750409417e-02,9.716301225e-03,-2.538689375e-01,-1.083528474e-01,-6.547569036e-01,-8.323645592e-02,-3.637455776e-02,-9.366507828e-02,1.593684778e-02,-1.722848713e-01,-1.478571594e-01,-1.043191627e-01,-2.502688207e-02,-1.547350138e-01,-2.131576091e-01,-9.587373585e-02,-8.845001459e-03,5.977211054e-03,6.157892197e-02,-1.241660565e-01,-4.025560915e-01,-1.709367335e-01,-5.758009106e-02,-3.925908357e-02,-1.120680720e-01,2.085329294e-01,1.088665351e-01,-1.464052051e-01,-3.074309044e-02,1.341526303e-02,-7.612274587e-02,-9.175278246e-02,-2.998303063e-02,7.406630367e-02,6.359605491e-02,-3.535263240e-02,3.132017255e-01,2.612577751e-02,1.020927876e-01,-4.821844399e-02,-3.787517780e-03,3.102599084e-02,-4.245799035e-02,6.994894147e-02,-1.639250666e-01,-7.118459325e-03,8.429311961e-02,-9.196783602e-02,-1.395632327e-01,-8.083198965e-02,8.497484773e-02,-6.359956414e-02,-2.437362820e-01,6.257457286e-02,-1.679354720e-02,-1.247976050e-01,-4.568261653e-02,3.431962132e-01,-1.094909534e-01,7.798767090e-02,1.138608083e-01,4.093020223e-03,3.372776136e-02,-1.551451385e-01,1.872463897e-02,2.222694270e-02,-1.095007807e-01,-1.056132540e-01,-4.113110602e-01,-2.200678289e-01,-5.857211538e-03,-2.160668373e-02,-3.808942437e-02,-1.608546525e-01,-2.376308888e-01,-1.204830334e-01,-1.503635645e-01,-1.389763504e-01,-8.732896298e-02,-6.278327107e-02,-2.300849259e-01,5.209213123e-02,1.890521497e-02,-6.342219561e-02,-4.793599546e-01,-1.229094714e-01,-2.100962587e-02,-1.252834313e-02,-7.206096500e-02,-9.522659332e-02,-6.890834868e-02,-9.434746951e-02,-8.973501623e-02,1.957375370e-02,1.160161104e-02,-3.050483391e-02,9.146802872e-02,8.820828050e-02,-3.286943771e-03,-6.300900877e-02,6.844918132e-01,3.208946437e-04,-5.519747734e-03,-1.619525403e-01,3.812714666e-02,-1.551574916e-01,3.498393595e-01,8.446266502e-02,1.324827783e-02,1.089268457e-02,-4.961639177e-03,-1.218031570e-01,-7.566232979e-02,-1.552264690e-01,8.186011016e-02,-3.860958666e-02,-1.781523973e-01,-1.050217524e-01,-5.754240230e-02,-1.115538359e+00,-7.101208717e-02,9.311275184e-02,3.420845270e-01,-1.536457837e-01,8.101929724e-02,-1.419795863e-02,-4.194880370e-03,-2.052321881e-01,-4.707438126e-02,-1.247166619e-01,-1.225630939e-01,-2.080473006e-01,-3.012569845e-01,-9.431396425e-02,1.344961971e-01,4.042113721e-01,-1.210954189e-01,-3.380924463e-01,-3.156667054e-01,-2.266427875e-01,-2.959326804e-01,-4.054509476e-02,-3.910730779e-02,-2.675314061e-02,-5.315056816e-02,1.067794561e-01,2.926305681e-02,2.956826985e-02,-2.960268408e-02,-2.237195149e-02,-1.712962636e-03,2.464314699e-01,5.076549947e-02,3.241726756e-01,1.444232613e-01,-2.833035886e-01,9.153074026e-02,1.265590359e-02,-2.089037187e-02,-2.116670832e-02,4.575309157e-02,9.456887096e-02,1.167426468e-03,-7.883858681e-02,6.163953617e-02,-5.857577547e-02,-1.257971972e-01,1.438666433e-01,2.422873490e-02,-1.479787678e-01,-2.369014174e-01,6.118174195e-01,1.134076063e-02,-6.267241389e-02,1.652762853e-02,-1.153748855e-01,-1.403868198e-01,-6.814639270e-02,9.409537166e-02,-1.292036474e-01,-1.643394679e-02,-1.281682551e-01,-6.121621653e-02,-6.713485718e-02,-1.084328368e-01,-1.493103951e-01,1.847690195e-01,4.536277950e-01,-5.210385099e-02,1.140553690e-02,2.893617749e-02,-1.191892475e-01,-3.247687817e-01,-1.469558328e-01,-1.009413153e-01,-5.682507902e-02,-2.214987427e-01,-1.161393076e-01,6.148986891e-02,-1.654506922e-01,-6.372375041e-02,-1.709538884e-02,-4.633941054e-01,-2.454815060e-01,3.426173627e-01,-8.683339506e-02,-1.026146859e-01,-1.470783949e-01,1.166405156e-01,-8.353026956e-02,2.693244256e-03,-5.555886403e-02,2.550977655e-02,-2.937514149e-02,-3.185654525e-03,4.032996483e-03,-3.507888317e-02,-8.301505446e-02,1.226968616e-01,-2.325714529e-01,-1.766703874e-01,-3.144313581e-03,3.118423279e-03,-9.647531435e-03,8.493318409e-02,3.730961978e-01,-5.634476431e-03,-5.274857953e-02,-2.360925227e-01,-7.958914153e-03,-4.822023958e-02,-9.247470647e-02,8.988279849e-02,1.797256023e-01,9.050661325e-02,-2.714451216e-02,-2.241842151e-01,-2.705503814e-02,2.446178533e-02,-9.368300438e-02,-7.150557637e-02,-1.366364062e-01,1.713823527e-02,-7.729985565e-02,-2.080694437e-01,-1.678227931e-01,3.083359264e-02,2.071789801e-01,-2.414459884e-01,-6.988988072e-02,-2.998379990e-02,-3.416961059e-02,2.887250781e-01,-1.829918101e-02,4.629225284e-02,-1.003526092e+00,-4.392623901e-01,8.620986342e-02,-5.448798090e-02,-8.205552399e-02,-6.038045883e-02,1.516173128e-02,8.839293569e-02,-4.629505277e-01,6.430915743e-02,9.859926254e-02,-3.055324219e-02,3.252668083e-01,-3.020580709e-01,-1.835706457e-02,-6.331365556e-02,8.538034558e-01,9.011401981e-02,2.469736896e-02,1.819489151e-02,9.014520794e-02,1.088323742e-01,3.580441698e-02,-4.619968310e-02,-2.845066190e-01,2.418729961e-01,-1.874030568e-02,-7.235690020e-03,-1.086136922e-01,-3.328807652e-01,2.256293222e-02,-5.836499110e-02,7.290530205e-01,1.871157587e-01,1.515625268e-01,9.221450426e-03,-2.268588245e-01,-2.901355922e-01,-1.645473540e-01,-1.239726469e-01,2.190513015e-01,-1.812492460e-01,-7.903467864e-02,1.532398048e-03,-2.349035144e-01,2.344081849e-01,-9.286166728e-02,2.754072100e-02,-9.500274658e-01,-3.242479637e-02,-2.529287934e-01,5.988695100e-02,-4.957060516e-01,-2.851301432e-01,-7.745954990e-01,-8.352098614e-02,-1.322868466e-01,-2.155327648e-01,-4.975295812e-02,-6.243840605e-02,1.029184535e-01,-1.240968853e-01,-1.843308099e-02,2.527698502e-02,-1.391633004e-01,-4.389963448e-01,-1.408862770e-01,-4.598033428e-02,8.098852038e-01,5.984148383e-02,6.458880305e-01,1.292021871e-01,-8.543497883e-03,3.340964019e-01,-1.015356407e-01,-2.886255272e-02,-2.047718018e-01,-2.557540834e-01,-8.402048796e-02,-8.641033620e-02,2.376564220e-02,1.268612295e-01,2.372210622e-01,1.545311417e-02,-1.050732136e-01,-4.401476588e-03,5.464114547e-01,-3.543568403e-02,-7.829729468e-02,-3.614181280e-02,1.165577322e-01,1.066234056e-02,4.962334037e-02,-1.931340843e-01,2.277480438e-02,-4.041045438e-03,-1.219344810e-01,6.846811622e-02,7.000990957e-02,-3.909543902e-02,-5.047620535e-01,-2.197839022e-01,-6.964077353e-01,-6.023284048e-02,-1.030212045e-01,-1.993192881e-01,-3.247073665e-02,1.334601641e-02,1.052423730e-03,4.618867040e-01,-2.564505674e-02,1.905220374e-02,-1.319084764e-01,4.795539379e-02,-1.586158723e-01 +thresholds = -3.980103508e-02,-1.181632400e+00,-1.795334339e+00,-1.120337248e+00,-2.008476406e-01,-1.285691619e+00,-4.661003947e-01,-2.726719081e-01,-2.671003938e-01,-2.076810151e-01,-4.452944398e-01,-4.212958515e-01,-1.881904751e-01,-1.478059769e+00,-7.828851342e-01,3.236280382e-02 +weights1 = -2.215015590e-01,-4.810951948e-01,9.484201074e-01,4.958167300e-02,9.425877333e-01,7.637768984e-02,9.560440183e-01,4.697940499e-02,-2.171683609e-01,-1.091990918e-01,1.009240508e+00,5.383925140e-02,4.636850953e-01,3.248086572e-02,-2.941617370e-01,-1.003539711e-01,-3.340360224e-01,-1.308486760e-01,3.044776022e-01,-2.714227438e-01,2.930815518e-01,1.146504208e-01,-3.356558383e-01,-2.388566732e-01,3.070700467e-01,1.664296091e-01,1.174269795e+00,7.798746973e-02,6.240441799e-01,3.312091529e-02,3.100398779e-01,-1.271030903e-01 +biases1 = -1.105488539e-01 +weights2 = +biases2 = diff --git a/params/D00135.001.txt b/params/D00135.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6e217a0e8ff3d62cd252e5282619d5f5cc729f --- /dev/null +++ b/params/D00135.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 8.524892852e-03,-1.093171015e-01,-6.793940812e-02,6.973648071e-02,4.043895842e-06,1.164980233e-01,-7.581250370e-02,5.967995152e-02,-4.294466600e-02,-5.321300030e-02,2.861501276e-01,1.204197779e-01,1.661789417e-01,1.009723172e-01,5.680948379e-05,-7.150269300e-02,-1.217837073e-02,9.040718526e-02,-9.511568584e-03,-2.223738097e-02,-2.381300692e-05,-1.707246602e-01,-2.433975972e-02,-7.590184361e-02,6.865686178e-02,8.198905736e-02,-1.615642458e-01,-4.194517434e-02,-6.015752628e-02,-1.318521500e-01,-4.241836723e-05,4.637492076e-02,1.206889451e-01,8.083068579e-02,4.359281436e-02,-1.005788967e-01,-1.372006518e-04,4.180346429e-02,2.368453294e-01,-2.243582858e-03,-6.050151587e-02,3.600147367e-02,-1.464883387e-01,1.814965345e-02,-1.136387661e-01,-1.135630384e-01,-3.925321289e-05,6.320757419e-02,-1.214208454e-01,-5.745191127e-02,3.345571458e-02,-5.816023052e-02,-2.881982255e-05,-8.389580250e-02,-1.295371503e-01,-1.479393840e-01,-6.610117853e-02,-6.298997998e-02,-6.058904901e-02,-1.742739975e-01,-5.571730807e-02,-3.838923946e-02,-5.857776159e-06,-2.802858502e-02,-4.466150329e-02,-1.645316482e-01,-6.858087331e-02,-1.016992107e-01,-7.432937309e-06,4.093070030e-01,-1.098877192e-01,6.191729009e-02,-1.274291575e-01,-2.300311346e-03,-1.737300754e-01,1.627219655e-02,-1.465659440e-01,-5.985701457e-02,-3.320024189e-05,-6.462802738e-02,7.230337709e-03,9.300940484e-02,4.034637660e-02,-4.279326648e-02,5.040534234e-05,-1.918216050e-01,4.835208878e-02,-6.888353080e-02,-2.098553628e-02,1.025755554e-01,-6.236920133e-02,-2.068488300e-02,1.302847266e-01,1.221911702e-02,-7.247083704e-05,8.135218173e-02,1.142439917e-01,2.286511660e-02,7.177173160e-03,3.100637905e-02,1.646501005e-05,-2.233133316e-01,1.868349910e-01,-1.362560391e-01,7.998559624e-02,1.814157888e-02,2.452757210e-01,-1.420406103e-01,-2.794404328e-01,-9.392359108e-02,-1.244189752e-05,2.885880135e-02,-8.136853576e-02,5.337247252e-02,2.043074369e-02,2.144790255e-03,-1.002444242e-05,-9.080732614e-02,-1.179509163e-01,-2.344580740e-02,-3.240385652e-02,-1.164264455e-01,-9.134441614e-02,6.878212839e-02,2.323849499e-01,-4.125401750e-02,1.938533842e-06,-3.541613743e-02,-6.845941395e-02,-2.905938961e-02,-8.206978440e-02,-2.645989507e-02,2.344784116e-05,-2.029518634e-01,-1.529889852e-01,-2.020476200e-02,1.452622712e-01,-1.437829882e-01,4.271391034e-01,2.474434301e-02,1.301351376e-02,-8.446722478e-02,-1.240631173e-05,-1.102831140e-01,-1.544666104e-02,3.988476098e-02,9.271304123e-03,-4.650593549e-02,-4.528989666e-05,5.815290660e-02,1.092371251e-02,-7.319723815e-02,-1.365852505e-01,7.903588563e-02,-1.597660780e-01,-7.327958941e-02,6.400657818e-03,-1.248407140e-01,-3.244796244e-05,4.000340030e-02,9.694878012e-02,-4.600204155e-02,7.776767761e-02,-8.270841092e-02,-9.602143109e-05,-2.821494043e-01,1.301722676e-01,-9.942462295e-02,2.215223946e-02,2.140823752e-01,-2.176803648e-01,-1.254317234e-03,4.690199345e-02,-7.257066667e-02,-1.509873109e-04,6.779568642e-02,-1.743827946e-02,3.951599449e-02,-5.646405742e-03,4.430595413e-02,-1.130657402e-04,3.306575119e-01,1.910263859e-02,2.611548081e-02,-1.315902621e-01,-1.475166529e-01,-1.320127249e-01,-2.791248634e-02,-1.297069192e-01,9.907427430e-02,-3.779363033e-05,1.249572448e-02,1.144553814e-02,-1.724707633e-01,-9.483451396e-02,1.914780438e-01,8.233210974e-05,-1.499624085e-02,-1.416211873e-01,5.833616480e-02,4.313055873e-01,-2.079190612e-01,2.212438136e-01,1.946467906e-01,1.276493669e-01,-1.091804076e-02,-2.800564971e-06,-5.772006232e-03,-3.186901286e-02,6.223925203e-02,-1.679093018e-02,-2.097574621e-01,-2.156588744e-05,4.340882972e-02,7.483804971e-02,-6.098833680e-02,-1.657817662e-01,1.313810349e-01,-2.891486287e-01,-7.323395461e-02,-1.062535867e-02,-2.347944826e-01,-2.962693725e-05,2.237561718e-02,1.132569537e-01,2.867046930e-02,8.498470299e-03,1.015338004e-01,-5.751174103e-05,-5.447122827e-02,1.505665183e-01,-7.782655954e-02,-2.529318035e-01,1.679376513e-01,-2.294576317e-01,-5.739010498e-02,-3.892289102e-02,-1.316946298e-01,-2.812538696e-05,-2.461043559e-02,-9.735407680e-02,8.623661846e-02,1.026402116e-01,-1.945569664e-01,6.848953490e-06,-7.040359825e-02,-7.664197683e-02,-8.625874668e-02,-1.134033948e-01,-8.955184370e-02,2.151693404e-01,-1.418397576e-01,-1.413662583e-01,1.945882589e-01,-3.547852612e-05,1.810394786e-02,-4.913242906e-02,-1.021679342e-01,3.212817013e-02,3.279844820e-01,6.253225001e-05,1.001301855e-01,-1.730087399e-01,7.966259122e-02,-2.526015341e-01,-1.867402494e-01,-5.818232149e-02,8.134937286e-02,-7.623661309e-02,2.529492974e-01,5.949978731e-05,-2.559428662e-02,-3.029179014e-02,5.741133913e-02,1.261043921e-02,-1.348277330e-01,-1.300945005e-04,-1.147999838e-01,2.222673967e-02,-2.709640563e-02,2.395564876e-02,1.256344616e-01,-1.922639757e-01,-6.561971456e-02,1.423379928e-01,-4.998782575e-01,-1.036531321e-04,1.421929337e-02,2.138137072e-01,5.353014544e-02,-3.611556068e-02,-1.373042017e-01,-6.258727080e-05,1.776890829e-02,1.368969828e-01,-1.384924948e-01,-2.345649302e-01,3.381752176e-04,-1.210269555e-01,-1.942254901e-01,-1.050254181e-01,3.383546174e-01,-1.005144950e-04,5.794827640e-02,-1.389800608e-01,-4.334738012e-03,-9.039715864e-03,-1.671946347e-01,-1.319251314e-04,-9.968876839e-02,2.097886428e-02,-8.067783713e-02,3.625948131e-01,6.264538318e-02,2.891888916e-01,1.005504429e-01,-2.427466772e-02,-2.739983797e-01,-7.560431550e-05,-3.659781814e-02,-7.850607485e-02,-2.180408090e-01,-2.183060907e-02,-1.251459718e-01,-1.467863913e-04,-5.999513716e-02,-1.327498108e-01,2.049309202e-02,-1.313058883e-01,-1.094483212e-01,7.515844703e-02,3.432079405e-02,-5.155328661e-02,7.587145567e-01,6.929844858e-06,-2.305156179e-02,3.339511529e-02,1.230145171e-01,-4.343929514e-02,-9.553205222e-02,-6.128103269e-05,-2.825494483e-02,8.030879498e-02,-3.637586907e-02,1.544053853e-01,9.534273297e-02,-3.348051012e-02,-8.010511100e-02,6.843375415e-02,-3.344049752e-01,-1.031941356e-04,5.475123227e-02,2.037892044e-01,6.079275161e-02,-3.927625716e-03,-2.143001556e-01,-5.830548616e-05,6.602286547e-02,5.971000344e-02,2.412158623e-02,-2.897324972e-02,3.983325325e-03,-7.533576339e-02,1.480086427e-02,-3.569063917e-02,-3.188237250e-01,-7.947896665e-05,-8.588072844e-03,-1.630741209e-01,3.857221827e-02,6.846185774e-02,3.238114119e-01,6.646353722e-05,-7.435765862e-02,1.781816536e-05,-1.748171896e-01,-9.504001588e-02,1.182598062e-02,-4.845913872e-02,-4.692037776e-02,-4.459581152e-02,-2.883606255e-01,-5.486982627e-05,-1.302166376e-02,-1.321734488e-01,-1.831354648e-01,1.587167196e-02,-5.369064584e-02,-3.556920274e-05,-2.922786772e-02,-1.013458893e-01,2.265387326e-01,8.722796291e-02,-3.413426504e-02,1.548458487e-01,1.087851450e-01,1.102149487e-01,-1.671747118e-01,9.395848610e-05,-4.190547764e-02,1.930742757e-03,6.542257965e-02,-4.495127499e-02,-1.509491801e-01,-6.968295929e-05,-1.088337824e-01,8.879517205e-03,-3.604119420e-01,-1.229350194e-01,2.054958418e-02,-1.194283813e-01,-2.516006120e-02,1.116437651e-02,-3.800396025e-01,-1.038916089e-04,2.518048510e-02,1.345184594e-01,4.561748356e-02,3.643532842e-02,-7.063678652e-02,-8.924451686e-05,9.940484911e-02,9.928039461e-02,1.350493431e-01,6.343925744e-02,-2.251200750e-02,-5.153900757e-02,-1.096283346e-01,-4.292636737e-02,-3.423244953e-01,-6.861430302e-05,8.221427351e-02,-8.802236989e-03,7.655044645e-02,-7.802600507e-03,1.639506966e-01,-7.520786312e-05,-5.799501017e-02,6.185994134e-04,-1.679467261e-01,-1.284518838e-01,3.779948875e-02,-6.581701338e-02,-5.183248594e-02,-1.417432278e-01,7.068567872e-01,-8.256024012e-05,-5.529012531e-02,-1.929324865e-02,-2.331425250e-01,-5.602417514e-02,-8.538448066e-02,2.077743011e-05,-1.240269318e-01,-6.462483853e-02,5.300374627e-01,6.246053427e-02,-6.727388501e-02,1.345143318e-01,-7.577640004e-03,-1.107682884e-01,-2.901749313e-01,1.942626695e-04,-1.240256205e-01,2.483450808e-02,7.084230334e-02,-9.464758448e-03,-9.969418496e-02,6.944943379e-06,2.753036655e-02,-2.724458463e-02,-3.342857659e-01,-1.098647341e-01,5.854225717e-03,-8.908575028e-02,-1.470809579e-01,1.214369461e-01,4.162690416e-02,-8.047180017e-05,9.659223258e-02,1.588613540e-02,-1.662541181e-02,9.574911743e-02,1.466912627e-01,-5.643302939e-05,1.465775073e-01,1.316618621e-01,-2.857974768e-01,9.109092504e-02,-3.997784480e-02,-4.317535460e-02,1.180762518e-02,1.655088621e-03,-1.790621430e-01,-1.200630650e-04,5.774047598e-02,-2.592998743e-02,1.833698004e-01,-3.072971106e-02,-7.296384871e-02,-1.634981163e-05,-1.465793699e-01,-3.244325519e-02,-7.662768662e-02,-1.447449028e-01,1.029807776e-01,-8.439872414e-02,6.511559337e-02,-7.562520355e-02,2.447587252e-01,1.470044208e-05,-2.013459243e-02,-1.045072228e-01,-1.620004177e-01,-1.345995367e-01,-2.220063284e-02,-6.653685705e-05,-3.643850237e-02,-2.261940390e-02,-2.693089247e-01,-1.651599258e-01,-1.022011861e-01,1.056527137e-03,-2.022974007e-02,5.984222516e-03,3.333424330e-01,-1.015982780e-04,-1.974826455e-01,4.950153828e-02,9.157641232e-02,-1.841090620e-02,-3.430188820e-02,7.945053221e-05,1.415646672e-01,-3.992935270e-02,-2.505999506e-01,9.108011611e-03,1.084548533e-01,-2.276847325e-02,-1.028037816e-01,-8.378227055e-02,-4.508590996e-01,-1.156443832e-04,9.147375077e-02,1.295479685e-01,-6.328705698e-02,1.011508331e-01,6.434451789e-02,1.078858895e-05,3.548270836e-02,5.204519629e-02,-2.907822728e-01,1.677248478e-01,-5.688906834e-02,4.813202657e-03,3.056942858e-02,3.447224945e-02,3.916760534e-02,-1.232026552e-04,1.186056994e-02,-7.895022631e-02,1.382255852e-01,5.116170272e-02,-1.191398129e-01,-1.303474619e-05,-2.371811867e-01,1.789554022e-02,6.441165805e-01,-1.125057116e-01,5.240024626e-02,-6.551891565e-02,1.464418042e-02,-1.998249628e-02,-1.044802144e-01,1.573890913e-04,1.041198075e-01,-8.233538270e-02,-3.594256938e-02,-6.856354326e-02,-2.728911676e-02,4.107886525e-06,1.192633994e-02,7.888521254e-02,-2.349878997e-01,-9.441261739e-02,-2.079980522e-01,1.911823265e-02,8.310802514e-05,1.483906247e-02,-2.313845046e-02,7.424788464e-07,-9.423256665e-02,-3.918782622e-02,1.998347603e-02,-1.370840147e-02,1.781347096e-01,6.189132364e-06,1.026340127e-01,-9.304274619e-02,1.615556031e-01,3.722955287e-02,1.444580853e-01,-9.881935082e-03,1.878513768e-02,2.329579368e-02,-1.406763345e-01,-9.859653801e-05,2.320013568e-02,5.676559731e-02,-6.778223068e-02,-2.025093511e-02,-6.148885936e-02,-4.198920215e-05,-1.657152362e-02,6.980539113e-02,2.608382106e-01,1.885283142e-01,7.413352281e-02,-2.391009778e-02,3.627037257e-02,-1.372274663e-02,4.908272624e-02,-3.559297693e-05,-5.580270663e-02,6.015612558e-02,8.824741095e-02,1.019344404e-01,-2.008265257e-01,-1.590503598e-05,-1.945078969e-01,-4.838931933e-02,-3.539976180e-01,-2.320836484e-01,-8.719165809e-03,-6.754314899e-02,-1.329716742e-01,-8.767957240e-02,-6.808976084e-02,-6.741552170e-06,1.369502991e-01,-5.012649298e-02,5.637084693e-02,2.732701134e-03,-6.100136787e-02,-6.794287765e-05,-1.417869776e-01,1.920650005e-01,5.671384931e-01,-1.508232653e-01,-1.048145220e-01,-2.243893407e-02,-3.495968506e-02,-1.087840740e-02,3.000058793e-02,9.497693100e-05,-8.233174682e-02,1.025439147e-02,1.329629775e-02,2.567066252e-02,5.072105676e-02,-3.152396675e-05,3.281542659e-02,-1.477302164e-01,-3.819385171e-01,1.236054301e-01,-1.062917616e-02,-1.602730714e-02,-2.889959142e-03,6.636871397e-02,-7.995009422e-02,-1.284606697e-04,2.857187763e-02,-2.694251016e-02,-1.840495020e-01,-4.286964983e-02,-1.504685879e-01,-8.866819553e-05,8.741159737e-02,5.728587508e-02,-1.249503996e-02,8.093958348e-02,1.549612358e-02,-9.037306160e-02,2.985871211e-02,-5.161350965e-02,-1.895430870e-02,-1.511135779e-04,-1.402234137e-01,6.226361915e-02,1.186945066e-01,1.382792369e-02,4.949114844e-02,2.559469067e-05,-7.511141896e-02,-9.450822324e-02,-3.395617306e-01,-1.544080079e-01,1.017904356e-01,4.681055248e-02,-6.971352547e-02,-6.731908023e-02,-1.140318587e-01,-1.557397918e-04,2.040418237e-01,1.643092483e-01,2.263544053e-01,4.770240188e-02,1.690088212e-02,2.230943755e-05,-6.368226558e-02,1.806722581e-01,3.969658166e-02,-2.908198237e-01,-5.575689673e-02,-2.935534902e-02,-8.558195084e-02,-5.504490435e-02,7.778318971e-02,4.018682739e-05,1.185584813e-01,-1.153888479e-01,-8.223687112e-02,-6.787194312e-02,-1.113962084e-01,-1.325660560e-04,6.083237752e-02,-1.536477804e-01,-1.181402206e-01,4.725254327e-02,-4.565846920e-02,-4.878435284e-02,1.474661976e-01,9.978509694e-02,-1.438684762e-01,-5.075520676e-05,2.057063952e-02,-2.960435674e-02,-1.879730374e-01,1.172272302e-02,6.816361845e-02,-7.325060869e-05,-9.759848006e-03,1.885903478e-01,-1.268783957e-01,1.859440506e-01,2.873137593e-02,1.263798214e-02,4.091757908e-02,-8.811260760e-02,-5.065524019e-03,-6.440423022e-05,-1.754452586e-01,-2.372653969e-02,4.844279215e-02,8.030631579e-03,-8.492739499e-02,-1.245741005e-04,-8.398058265e-02,-2.080132216e-01,3.868862614e-02,-4.335794598e-02,7.450177521e-02,-1.652391255e-02,-1.805720478e-01,-1.981567405e-02,-1.115996838e-01,-4.376946890e-05,4.619331658e-02,-5.438663810e-02,4.168391228e-01,8.773683757e-02,-5.896402523e-02,7.161732356e-05,-1.821316034e-01,2.169335783e-01,7.929861546e-02,-2.722048163e-01,9.346894175e-02,5.858792365e-02,-2.098079920e-01,-9.810487181e-02,-6.319450587e-02,-5.444136150e-06,1.544492543e-01,-9.629273415e-02,-1.820150912e-01,-1.708214730e-02,-8.000566810e-02,-8.522214921e-05,-1.071812510e-01,-6.513644010e-02,-1.538894624e-01,1.564151198e-01,-1.343849897e-01,-1.913167909e-02,3.935519457e-01,-4.148732871e-02,-7.179256529e-02,-6.949532690e-05,-1.425500661e-01,1.994454302e-02,-1.667299718e-01,-4.526185989e-02,5.789767019e-03,-1.348962978e-04,4.999013618e-02,2.257153541e-01,-6.225865707e-02,1.194302961e-01,-9.342709929e-02,8.881873451e-03,-6.118916720e-02,4.516256973e-02,-4.032837600e-02,-1.465196110e-04,-1.084947214e-01,1.261972934e-01,-6.386728585e-02,-2.594499476e-02,2.176390775e-02,-1.077897759e-04,1.426733434e-01,-3.701286018e-01,-2.970945276e-02,-1.045651957e-01,1.363247335e-01,-1.305350661e-01,-2.003407329e-01,3.112729266e-02,-7.583178580e-03,-9.787611634e-05,1.067132056e-01,3.307386339e-01,-6.756731868e-02,6.080260500e-02,-7.859608531e-02,-6.063462206e-05,-2.450423986e-01,2.298428714e-01,1.439171657e-02,-1.822903752e-01,2.310561389e-01,6.483547390e-02,-2.508617640e-01,-1.951779574e-01,-3.961573541e-02,8.117464313e-05,-8.025401086e-02,-2.192099392e-01,2.781876326e-01,-5.898952484e-02,-5.673231184e-02,4.651337076e-05,-2.061942033e-02,-3.031111062e-01,-9.342896938e-02,1.398492008e-01,-2.261947691e-01,-1.289199740e-01,4.866851866e-01,-6.001347676e-02,-2.653418668e-02,4.482402801e-05,-8.482516557e-02,-7.393313199e-02,-4.730436578e-02,-4.388344288e-02,5.604706239e-03,-8.938746032e-05,2.891902030e-01,3.221093118e-01,-5.231918395e-02,3.830178082e-02,-2.454254478e-01,-3.319312632e-02,-1.467924267e-01,2.649633884e-01,6.876624376e-02,-1.271917608e-05,2.011380345e-01,-4.194129258e-02,-1.588103920e-01,4.139011726e-02,1.848644949e-02,8.344262460e-05,-1.199824959e-01,-2.416492701e-01,-3.517113626e-02,-9.643214941e-02,2.424983233e-01,1.516766101e-02,-1.667449176e-01,-7.301787287e-02,-1.852688193e-01,1.531794624e-05,-2.608098276e-02,-1.956251860e-01,2.679872513e-01,7.846942544e-02,-2.039533854e-01,-4.369143426e-05,-1.844182611e-01,-4.804974794e-02,1.107237265e-01,-1.282829940e-01,-3.375335038e-01,3.897308931e-02,-1.256541014e-01,-1.686618030e-01,1.304166913e-01,-1.301099201e-05,-7.701463997e-02,1.585802063e-02,-1.897671521e-01,-3.863737360e-02,8.593153954e-02,-6.515451241e-05,2.693488002e-01,-2.565344870e-01,-1.844247431e-01,1.889236122e-01,2.248768508e-01,3.046824830e-03,2.047858089e-01,2.170381993e-01,-1.519048959e-02,-4.333332618e-05,-9.154687077e-02,3.086208999e-01,-7.972785830e-02,-3.534380812e-03,1.135913283e-01,-8.216193964e-05,2.995618619e-02,4.342396259e-01,-6.462150812e-02,1.630510688e-01,1.349720508e-01,-1.271026284e-01,-2.185804099e-01,1.863017082e-01,-1.020853296e-01,7.626798833e-06,-6.499000639e-02,-1.332131922e-01,6.052031182e-03,-3.692520782e-02,-1.071248874e-01,-6.916424900e-05,-2.113086730e-01,-1.223889142e-01,-2.802067809e-02,-3.245508373e-01,-2.049315535e-02,2.968600485e-03,6.167784333e-02,-2.980785072e-01,-1.958707720e-01,2.212179061e-05,2.435789853e-01,-6.419560313e-02,8.600706607e-02,1.407397240e-01,-9.701036662e-02,1.129609736e-04,-2.915943861e-01,4.212929308e-02,4.700933397e-02,-1.359611005e-01,2.053516209e-01,6.704387814e-02,3.682662547e-02,-2.043400854e-01,4.167301953e-02,-1.941655137e-05,1.421188265e-01,-1.290218681e-01,-7.761266083e-02,-8.604495786e-03,1.239966601e-01,-1.313774992e-04,1.459225565e-01,-2.414271235e-01,-9.380288422e-02,1.789896935e-01,-2.843696773e-01,-6.569355726e-02,-2.114939690e-02,3.239073455e-01,-1.411248296e-01,-2.462659359e-05,1.120240986e-02,-4.527173936e-02,-4.982829466e-02,-1.022937000e-01,-1.310417429e-02,-4.687613568e-07,4.091604054e-02,1.025367007e-01,-1.389268786e-01,-1.579872817e-01,-1.433203965e-01,-8.685707301e-02,-6.332289428e-02,-1.525174379e-01,-1.634389907e-01,-7.898134936e-05,-1.756842136e-01,2.338089645e-01,4.605050012e-02,-3.017056175e-02,-1.253494471e-01,-1.021887292e-04,8.235959336e-03,1.038179100e-01,1.920005307e-02,1.409653295e-02,2.243161500e-01,3.428042401e-03,-2.994931862e-02,-3.034208529e-02,8.026392013e-02,-1.380027970e-04,3.258649260e-02 +thresholds = -1.809409074e-02,1.800256036e-02,-2.154868096e-03,-4.452478588e-01,-5.094829830e-04,-3.861996531e-01,2.901210636e-02,-6.663883328e-01,-4.032897353e-01,7.271801587e-03,-3.285372555e-01,-3.111671507e-01,-2.535161972e-01,-7.309980989e-01,-7.006922388e-04,4.019299522e-02 +weights1 = 2.401346900e-02,8.703444153e-03,-6.177958846e-02,-2.712918445e-02,-1.340949088e-01,-3.158894600e-03,-1.235473435e-02,2.911283227e-04,-4.990321398e-02,-1.281439364e-01,1.236834284e-02,8.724240214e-02,-2.065212429e-01,2.131552063e-02,-1.768629402e-01,-1.349249333e-01,-5.381900817e-02,-2.090841904e-02,-1.048275828e-01,-1.704603061e-02,1.165775806e-01,-1.324713416e-02,9.486526251e-02,-1.128121465e-02,-2.895015478e-02,1.418124326e-02,-7.544371299e-03,-2.803886533e-01,7.806051057e-03,-1.043507643e-02,8.702918887e-02,4.397884943e-03,2.672431804e-02,9.924789891e-03,-2.823158633e-03,1.979877008e-03,4.742268473e-03,-1.241772342e-02,-8.616646752e-03,-1.055042725e-02,-3.951506224e-03,-1.325014327e-02,-7.302203681e-03,5.897858739e-02,-1.086429879e-02,1.384568866e-02,-1.704168133e-02,-3.466368094e-02,-1.195991784e-02,-6.730531808e-03,-1.576906536e-03,-1.065833215e-02,1.128150821e-01,-1.216423791e-02,8.629915863e-02,8.265489712e-03,-1.271169400e-03,5.834976211e-03,2.748775482e-02,-6.013784930e-02,1.139285322e-02,1.384585351e-02,7.665285468e-02,2.199958265e-02,1.685654186e-02,9.976293892e-03,-9.785500914e-02,-6.213630363e-02,-1.429739892e-01,-1.616590098e-02,1.376558747e-02,-7.343280129e-03,-1.681949943e-02,-1.623510122e-01,8.272132254e-04,7.704105694e-03,-3.011214137e-01,-6.788240280e-03,-2.178690881e-01,-2.031220645e-01,-6.696128100e-02,-3.304195777e-02,-1.064142734e-01,-5.607248470e-02,5.701705441e-02,-2.462807810e-03,4.479807988e-02,2.191055566e-02,-2.311181463e-02,3.983474802e-03,2.220075950e-02,-3.883246481e-01,-3.823976219e-02,-1.088489126e-02,5.488542467e-02,8.092588745e-03,1.802836545e-02,-1.543001179e-02,3.894953430e-02,2.410107292e-02,8.240419440e-03,-1.095548831e-02,-1.698204130e-02,9.487187490e-03,8.621469140e-03,3.336777166e-02,3.311108099e-03,-3.459497541e-02,4.176148027e-02,-1.776233315e-02,3.715438396e-02,2.105731890e-02,5.737027153e-02,-1.757995342e-03,1.081907749e-02,8.993912488e-03,-7.293003798e-02,1.115501300e-02,-2.779231966e-02,4.292691126e-02,-1.740665548e-02,-2.186760306e-02,9.224032401e-04,-3.196850419e-02,1.028649043e-02,-7.915326394e-03,5.225692876e-03,-2.751153521e-02,-1.009440795e-02,8.173737675e-03,-4.440536350e-02,-2.906579152e-02,-9.845095873e-02,-7.310329820e-04,1.587252365e-03,-2.180603892e-02,-4.046876729e-02,-1.245111078e-01,-3.780968487e-02,5.159639567e-02,-1.146420464e-01,2.151400782e-02,-1.396304369e-01,-8.525411785e-02,-8.795902133e-02,-8.705712855e-03,-4.485053569e-02,-4.202563316e-03,8.532837033e-02,-2.745855600e-02,2.463311143e-02,-3.162969649e-02,-2.548479661e-02,-1.721830294e-02,3.314214200e-02,-1.040321812e-01,-6.000942551e-03,-1.264675148e-02,5.380355567e-02,2.900384599e-03,-3.049302904e-04,1.323227771e-02,-1.958768815e-02,-4.769207444e-03,3.627034649e-02,1.117448788e-02,2.151917480e-02,2.121728845e-02,3.580576507e-03,4.727027938e-02,-1.089135744e-02,4.245426971e-03,3.437713161e-02,4.363582470e-03,1.702155732e-02,-1.323907264e-02,6.193432491e-03,4.396269564e-03,-1.512770727e-02,-9.060117416e-03,1.061187219e-02,-9.211841389e-04,5.784737412e-03,-9.652550332e-03,-2.032895014e-02,-3.662046511e-03,2.586585470e-02,-1.016136259e-03,-2.258205228e-02,-1.213262323e-02,4.927490372e-03,2.313539945e-02,-4.182498157e-02,-2.324029244e-02,1.111338288e-01,6.418484449e-02,9.952754527e-02,4.265207332e-03,-3.991810139e-03,-1.019439101e-02,6.415105611e-02,2.271685004e-01,-1.433032099e-02,-6.775954366e-02,1.838077456e-01,-1.595540717e-02,2.198796421e-01,1.137668192e-01,1.144235730e-01,1.077812049e-03,9.414752573e-02,5.673489068e-04,-1.186297610e-01,-1.480859704e-02,-1.218191460e-01,-1.054699067e-02,-2.696115524e-03,-5.337552167e-03,-3.646578267e-02,2.137740254e-01,3.803675994e-02,1.593087800e-02,-6.988926232e-02,-5.618677475e-03,-2.314889431e-02,-1.209706161e-02,1.586520113e-02,-1.290721935e-03,1.672225632e-02,-2.899655374e-03,1.679793000e-02,4.210972227e-03,2.360921912e-02,1.230591070e-02,8.484695107e-03,-8.471627720e-03,2.801886573e-02,7.984468713e-03,3.704433143e-02,1.804048568e-02,2.490760759e-03,1.246769540e-02,-6.143324077e-03,-1.545762829e-02,2.183982637e-03,2.788721398e-02,-4.859045520e-02,-1.171129663e-02,-7.074662019e-03,-1.712189056e-02,-2.487243852e-03,1.233671047e-02,-7.369277999e-03,-1.135306060e-02,-1.639344171e-02,9.467093274e-03,-2.658718638e-02,3.138228506e-02,2.709223516e-02,-3.475588560e-02,-2.060544863e-02,-6.440008990e-03,1.785059460e-02,-2.530890517e-02,-1.300698612e-02,-7.030158304e-03,2.382134087e-02,2.816511504e-02,7.181123830e-03,-6.929208059e-03,2.951665223e-02,-2.285587788e-02,-1.681737415e-02,1.340448670e-02,-3.153434489e-03,1.670742594e-02,1.973668113e-02,8.894802071e-03,7.524755783e-04,2.987672575e-03,-1.390730683e-02,-7.186898962e-03,-7.993031293e-03,1.335391868e-02,2.334713936e-02,-1.818607212e-03,3.172319382e-02,-2.389255352e-02,1.324903872e-02,-5.212580436e-04,-2.857736871e-02,-5.136336666e-03,2.180790761e-03,-2.055542544e-03,-1.054663025e-02,-1.084258966e-02,-6.588559481e-04,-1.007049344e-03,1.251601614e-02,1.548251044e-02,-4.133292660e-02,9.660033509e-03,-4.779947922e-03,3.018859588e-02,-1.217973419e-02,-1.114629675e-02,2.675487660e-02,-1.812123135e-02,1.911607943e-02,1.190190436e-03,-3.880149499e-02,-2.716529649e-03,2.515651099e-02,7.062491030e-03,-9.673572145e-03,-1.960006356e-02,-7.984068245e-03,-1.355376747e-02,-2.133022761e-03,-6.853613537e-03,-2.488680743e-02,5.811131094e-03,1.060763076e-01,6.225487962e-02,1.469624639e-01,-6.835841108e-03,2.321212180e-02,-7.770532276e-03,3.770585731e-02,2.095637023e-01,1.303431764e-02,-9.087502956e-02,2.101954073e-01,4.311952274e-03,2.211326063e-01,1.505394876e-01,9.727261961e-02,-1.340462640e-02,7.324308902e-02,1.689701527e-02,-8.143969625e-02,-2.828247473e-02,-5.657662451e-02,-3.397240536e-03,6.548713427e-04,8.502351120e-03,-2.739171125e-02,2.551167905e-01,7.309223991e-03,3.211937845e-02,-4.604570195e-02,1.843697019e-02,-2.910391614e-02,-1.612464525e-02,4.114338011e-02,2.309162356e-02,1.578507572e-02,-6.967008580e-03,-1.581219770e-02,-1.863239519e-02,2.870794153e-03,2.977729775e-02,2.352885902e-02,-1.996340230e-03,3.051508591e-02,-1.029959298e-03,3.439654037e-02,-9.745558724e-03,1.060280204e-02,2.294020727e-02,2.679985948e-03,-3.813023865e-02,-6.457165815e-03,9.833612712e-04,-1.249739155e-02,-2.360625193e-02,7.814166136e-03,2.387239365e-03,-9.802871384e-03,2.514400333e-02,-2.293298207e-02,-1.428161399e-03,-1.398315188e-02,-1.068196725e-02,5.672674626e-02,-2.918090904e-04,-7.055442780e-02,-7.160467654e-02,-1.214202642e-01,7.382013835e-03,-2.934125951e-03,-4.180857539e-02,-2.692776732e-02,-1.282352656e-01,3.761722008e-03,1.164854541e-01,-2.555218637e-01,4.650656879e-02,-1.280152500e-01,-1.991060972e-01,-4.385663196e-02,-8.463560604e-03,-1.171495840e-01,-9.807986207e-03,2.185634077e-01,-7.086226251e-03,1.157512292e-01,-3.819311410e-02,-5.055214465e-02,-2.701243013e-02,5.047580972e-02,-4.081788659e-01,4.581125919e-03,-9.502610192e-03,9.499417990e-02,-2.160733379e-02,8.897795528e-02,3.059839830e-02,-7.143289596e-02,-3.597559780e-02,-8.169851266e-03,9.973385371e-03,-2.225474082e-02,-8.749564178e-03,-4.571659118e-02,-1.045195460e-01,-7.722112350e-03,1.404004842e-01,-5.853325129e-02,6.817100942e-02,-5.870606378e-02,-4.768771678e-02,-8.331157267e-02,1.305976324e-02,-2.608068101e-02,-1.184335351e-02,2.298417240e-01,5.210717674e-03,1.549578607e-01,-1.271944679e-02,1.149007957e-02,-2.300117398e-03,7.787526399e-02,-7.482762635e-02,-2.890014276e-02,1.223952323e-02,1.524787992e-01,-2.526534488e-03,-4.500696808e-02,-4.075245000e-03,1.065649167e-01,7.555648685e-02,2.808154821e-01,-2.317564934e-02,2.276270883e-03,-3.052434477e-05,9.764092416e-02,2.548755705e-01,4.144485295e-02,-7.993166149e-02,3.028597236e-01,-2.206449397e-02,3.357274532e-01,2.251241505e-01,1.736213267e-01,2.766558155e-02,1.619255096e-01,-5.586242769e-03,-1.150339842e-01,2.083341777e-02,-4.962211102e-02,3.220725805e-03,3.754723817e-02,1.099546254e-02,2.371441107e-03,4.975796044e-01,1.199503336e-02,-2.356725745e-02,-7.700532675e-02,1.152660325e-02,-7.669016719e-03,-2.839902183e-03,3.081383556e-02,3.696200997e-02,6.243038177e-02,-5.835401826e-03,4.111797316e-04,2.647293173e-02,2.974957414e-02,7.333997637e-02,1.820127480e-02,-1.604721881e-02,7.412854582e-02,-9.135517292e-03,7.576566190e-02,3.727486357e-02,2.219479345e-02,1.303743478e-02,3.366871178e-02,-9.270985611e-03,-4.292796925e-02,-1.976665109e-02,-5.827059969e-02,5.785668734e-03,-4.392730072e-03,1.189140324e-02,4.402517341e-03,7.603152096e-02,6.557907909e-03,-6.309354212e-03,6.081121974e-03,-2.388800308e-02,-3.395995824e-03,-2.084938437e-02,1.158378869e-01,8.931003511e-02,1.990441531e-01,2.213936066e-03,-1.321440097e-02,1.413488388e-02,4.127697274e-02,1.978694350e-01,-1.409803145e-02,-2.554056048e-02,2.067912817e-01,-1.776774443e-04,2.046591491e-01,1.603108943e-01,1.363997757e-01,-1.535244635e-03,1.110486984e-01,7.611210458e-04,-6.780128926e-02,-1.631926186e-02,-4.709184915e-02,-1.021704357e-02,5.779937282e-02,6.726171356e-03,-2.105925232e-02,3.648097813e-01,-2.230094932e-02,3.009949066e-02,-3.241876140e-02,-5.139330751e-04,1.226104982e-02,1.126981713e-02,2.494839765e-02,-8.706828230e-04,2.099650167e-02,-9.241574444e-03,-6.652034353e-03,-1.340683736e-02,1.952922344e-02,1.150719821e-03,-7.952235173e-04,-6.748892367e-03,1.791933365e-02,2.923571039e-03,1.816056855e-02,4.277630150e-02,2.820801362e-02,1.268053893e-02,1.028884854e-02,-1.293526497e-02,1.080519054e-02,-8.625982329e-03,-5.166927003e-04,1.267255191e-02,6.976942532e-03,2.237203764e-03,6.953421398e-04,3.399293870e-02,-1.991383731e-02,-9.900101461e-03,-1.380018331e-02,2.464737557e-02,1.347243227e-02,1.164866332e-02,-6.731858104e-02,-3.121032193e-02,-1.605644971e-01,-1.288906671e-02,2.018808573e-02,3.032462206e-03,-1.018058136e-02,-1.765820980e-01,1.368665835e-03,4.893565550e-02,-2.677887082e-01,3.309650719e-02,-2.096080929e-01,-1.987432539e-01,-8.027281612e-02,-1.768843830e-02,-1.270847768e-01,-1.374152023e-02,9.880908579e-02,1.857418939e-02,9.205823392e-02,-2.273143502e-03,-5.844217259e-03,-9.784178808e-03,1.058221888e-02,-3.990371227e-01,1.201912016e-02,-3.445015755e-03,3.645830601e-02,-5.013818387e-03,-5.890204571e-03,-3.861681372e-02,-1.025594492e-02,2.399640717e-02,4.508689046e-02,-8.855323307e-03,4.459736869e-03,7.527903654e-03,3.980979696e-02,5.330550298e-02,8.486233652e-03,-1.557939965e-02,1.643943414e-02,9.571867995e-03,8.194181323e-02,-2.029273286e-02,1.104338371e-04,4.438871052e-03,2.165822126e-02,2.098051272e-02,1.064488781e-03,-4.562608898e-03,-6.136095151e-03,-3.088304959e-02,-4.718807177e-04,1.301686652e-02,-1.509338524e-02,2.067992836e-02,-9.092515334e-03,-1.863386016e-03,1.666466519e-02,8.222559467e-03,-4.429120943e-02,-5.253830459e-03,1.386891007e-01,7.881871611e-02,1.806272268e-01,-4.935066216e-03,4.125405475e-02,8.306195959e-03,6.857112795e-02,1.945232004e-01,1.221982948e-02,-6.425436586e-02,2.505708337e-01,-5.363203213e-02,2.681127489e-01,1.902508140e-01,1.466302127e-01,2.916050330e-02,8.326233178e-02,4.272544757e-03,-1.804378331e-01,-4.013556056e-03,-8.137163520e-02,1.106748916e-02,2.241324261e-02,1.583284140e-02,-1.985365711e-02,3.161889017e-01,-2.669752017e-02,-1.823512837e-02,-7.917957753e-02,1.804164797e-02,-7.978663780e-03,8.889161050e-03,1.343893819e-02,1.502180472e-03,-1.139434800e-02,1.487913821e-02,1.222779602e-02,2.725006547e-03,1.626665145e-02,3.517115489e-02,4.232871288e-04,-4.052368924e-03,1.445947273e-04,2.048815228e-02,-9.038010612e-03,-1.696743886e-03,-6.192802452e-03,-3.219777951e-03,-1.744040102e-02,2.478943951e-02,9.457995184e-03,-3.172172583e-04,1.649932377e-02,3.418954462e-02,7.129277568e-03,2.081147023e-02,1.133919600e-02,2.540437877e-02,4.827159457e-03,7.360641612e-04,1.460664353e-04,-1.442192774e-02,-7.378841937e-02,-1.472625602e-02,1.049629748e-01,5.747692287e-02,1.428626180e-01,9.944663383e-03,-1.695431583e-02,2.428836003e-02,6.008578092e-02,2.044360042e-01,5.242526997e-03,-1.147928163e-01,1.639179885e-01,-3.319765255e-02,1.917776167e-01,1.155860126e-01,1.429399550e-01,1.468371716e-03,7.185641676e-02,-1.957591157e-03,-1.860361248e-01,1.252276450e-02,-1.107405871e-01,-5.639946088e-03,5.056846514e-02,-1.238638163e-02,-3.892651945e-02,2.287747413e-01,-1.460278872e-03,2.414408326e-02,-7.243306190e-02,-3.623902565e-03,7.260841317e-03,7.907265099e-04,1.958681643e-02,-1.591111347e-02,3.692877293e-02,-8.308485150e-03,1.252791379e-02,4.781770520e-03,2.139409259e-02,5.011055246e-02,4.104927182e-03,-3.110130690e-02,4.155433178e-02,-2.270748466e-02,3.710179031e-02,1.976704225e-02,9.861806408e-03,9.932850488e-03,1.795184426e-02,1.620825380e-02,-4.082654789e-02,-4.640229512e-03,-2.897540480e-02,1.887772977e-02,-2.256683446e-02,4.213979095e-02,2.301561274e-02,-7.606985979e-03,7.897007279e-03,-1.433708798e-02,-7.677230518e-03,-2.249703743e-03,-1.270386111e-02,3.102244623e-02,1.028072834e-01,8.436667174e-02,1.329413801e-01,1.343265083e-02,-2.304305322e-03,-5.869792774e-03,4.789341614e-02,2.094585150e-01,1.612331532e-02,-6.299810857e-02,1.998512149e-01,-1.592312567e-02,2.438633144e-01,1.016397998e-01,1.065735146e-01,-1.616745070e-02,7.573881000e-02,-1.538285892e-02,-9.287763387e-02,1.974337036e-03,-8.717159927e-02,3.164483234e-03,2.210122719e-02,2.308106516e-03,-3.571996838e-02,2.653798461e-01,-3.579565557e-03,5.715149455e-03,-4.486465082e-02,-1.991997473e-02,-9.966537356e-03,-2.094219998e-02,4.811480176e-04,3.007162549e-02,3.364028409e-02,-1.370149571e-02,1.500856481e-03,-1.659661531e-02,-1.871882752e-02,4.465318751e-03,-1.644360460e-02,-3.617316484e-02,2.651819959e-02,2.045242302e-02,1.756497659e-02,1.198165771e-02,6.972535979e-03,-8.132430725e-03,-2.758797724e-03,5.138931447e-04,-2.547185495e-02,1.050942857e-02,-2.138599008e-02,-9.794579819e-03,2.089211019e-03,5.176769942e-02,-1.283064671e-02,1.958418265e-02,-2.456670860e-03,-8.707033121e-04,-2.803483605e-02,-4.800276831e-02,-2.289119735e-02,2.592598088e-02,1.398562342e-01,8.293833584e-02,2.357406616e-01,-1.937473379e-02,-2.061470784e-02,-5.267730448e-03,1.007317454e-01,2.929714620e-01,9.481311776e-03,-8.412539214e-02,2.646934688e-01,-2.271867543e-02,3.034225404e-01,2.072519362e-01,2.144760042e-01,-5.739903543e-03,1.253312379e-01,2.021669038e-02,-1.217917725e-01,1.473537297e-03,-4.914687574e-02,7.176884450e-03,7.246360928e-02,2.029933035e-02,4.013617057e-03,3.986628652e-01,4.078571685e-03,-2.609771676e-02,-7.174230367e-02,-1.908626035e-02,-3.302995861e-02,2.356352098e-02,3.234013915e-02,-2.719213441e-02,5.512210354e-02,-1.483044587e-02,-5.380764138e-03,1.253931969e-02,-1.299669221e-02,5.003726110e-02,-2.335478552e-03,-1.740400121e-02,7.782252878e-02,1.393427840e-03,7.264599949e-02,5.844468251e-02,3.088935837e-02,6.635038648e-03,4.678056389e-02,1.643309928e-02,-3.160168976e-02,-7.917355746e-03,-3.004311770e-02,-2.713416889e-02,1.348620397e-03,-9.854446398e-04,-4.492868483e-02,6.574063748e-02,-1.178761362e-03,3.409842902e-04,-1.671497524e-02,3.908742219e-02,-1.197066065e-02,-1.599762775e-02,3.705682978e-02,1.267576590e-05,-3.586276900e-03,-1.509344485e-02,1.212230534e-03,1.492913906e-02,1.107833069e-02,-9.408306330e-03,1.806317642e-02,-9.444190189e-03,1.634552144e-03,1.140389685e-02,5.965881515e-03,2.364792302e-02,2.069142088e-02,3.190871328e-02,-2.188315801e-02,-1.696784981e-02,1.384567749e-02,-2.939341823e-03,-3.927097423e-04,2.902598307e-02,-9.448285215e-03,-3.459079936e-02,5.550386012e-02,-1.924622618e-02,2.209028229e-02,2.068402432e-02,-1.915896498e-02,-1.579333283e-02,2.453894354e-02,-1.290394831e-02,3.688188270e-02,1.652467065e-03,-2.859837748e-02,2.724415972e-04,1.213837997e-03,3.121566959e-02,9.434387903e-04,-4.472805886e-04,-1.760104485e-02,6.847970071e-04,2.809205279e-02,8.764123544e-03,-3.274579998e-03,9.489071090e-04,-2.398492582e-02,2.123109996e-02,3.697174415e-02,1.899122261e-02,1.236651093e-02,-8.856172673e-03,-1.776804402e-02,2.173100226e-02,-2.080334350e-02,3.920373973e-03,3.024487989e-03,-1.464171801e-02,-3.148142621e-02,-2.078745142e-02,1.338874269e-02,-1.718639024e-02,2.659398131e-03,-2.028582431e-02,-7.274018228e-02,-7.664397708e-04,-1.459422857e-01,1.515751146e-02,-1.520855725e-02,-1.498015504e-02,-3.017036803e-02,-1.123770475e-01,-3.334685415e-02,4.025832191e-02,-2.016193122e-01,7.149344310e-03,-2.051600516e-01,-1.468174011e-01,-8.342808485e-02,1.879060641e-03,-1.061529219e-01,1.095621940e-02,9.706979245e-02,2.057545586e-03,4.733655974e-02,4.335283116e-02,-1.434219815e-02,-1.251706854e-02,-1.065535285e-02,-2.823995352e-01,2.091105469e-02,2.459409088e-02,7.852336019e-02,-2.556497604e-02,-8.728887886e-03,9.807361290e-03,3.245532885e-02,2.551843785e-02,3.969623521e-02,7.335904520e-03,9.426892735e-03,-3.549481928e-02,-2.652500058e-03,2.674146183e-02,7.095110486e-04,1.164187677e-03,1.889721304e-02,2.040561661e-02,5.183056369e-02,1.676750742e-02,3.427122161e-02,-4.509697203e-03,1.210361626e-02,-1.076549850e-02,-4.617501050e-02,9.914939292e-03,-2.560877986e-02,2.041471377e-02,1.361908577e-02,-1.099316869e-02,-2.523165382e-02,8.576892316e-03,3.590175183e-03,8.621158078e-03,-1.141768601e-02,-1.289616525e-02 +biases1 = 2.733230032e-02,-1.308229286e-02,3.412535647e-03,-6.065352354e-03,-4.038937762e-02,6.054811456e-05,4.613552592e-04,-1.237905468e-03,-7.106602658e-03,-2.164108120e-02,1.160413143e-03,1.227380037e-01,-1.020127907e-01,2.636340261e-02,-3.886047378e-02,-8.252866566e-02,-4.021083936e-03,-5.082481075e-03,-4.004010558e-02,-4.071014933e-03,1.969358325e-01,1.135386643e-03,1.265744865e-01,-7.690009661e-04,-1.076060627e-02,-2.455201931e-02,1.149366423e-02,-1.821043342e-01,-1.452289335e-02,3.736173268e-03,9.966876358e-02,2.001965882e-08 +weights2 = -1.066815481e-01,-1.710117608e-02,3.057603538e-01,1.836000979e-01,5.645394325e-01,-5.376722547e-04,3.007143270e-03,-3.089952981e-03,1.601190120e-01,5.961811543e-01,3.128606081e-02,-2.287287712e-01,7.782155871e-01,-7.983981073e-02,7.386459112e-01,5.777550936e-01,3.539841175e-01,-6.196128670e-03,3.559284508e-01,-3.776668105e-03,-3.924163580e-01,-6.863501854e-03,-2.480743825e-01,-1.093446370e-02,1.041667536e-01,-5.193956196e-03,-7.920284569e-02,1.153223753e+00,-7.676474750e-03,-2.940499410e-02,-2.145424187e-01,-1.535094157e-06 +biases2 = 1.784621924e-01 diff --git a/params/D00136.001.txt b/params/D00136.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..238996f220ee34fcdd4eccad0cf49827ab6d9b46 --- /dev/null +++ b/params/D00136.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -2.121510170e-02,4.182028398e-02,8.649140596e-02,-2.532814741e-01,-4.869455099e-02,5.746230713e-10,4.246497320e-10,2.301422060e-01,8.927977433e-06,-2.706128955e-01,-1.405436359e-02,9.516660869e-02,-2.342652297e-03,-1.026891023e-01,-3.255032599e-01,1.132601798e-01,-4.374908656e-02,-3.113913536e-01,-9.729004651e-02,2.302636802e-01,7.248294353e-02,1.155805673e-09,3.541609367e-11,-2.119333446e-01,-5.316748843e-02,1.371839345e-01,-6.174387876e-03,-2.408848703e-01,2.214352190e-01,-9.016035497e-02,3.205499426e-02,-9.223432094e-02,-2.638076842e-01,4.112035334e-01,2.277482003e-01,-2.103406638e-01,-1.257151365e-01,1.810999406e-10,8.786325001e-10,-2.238844782e-01,-1.853093505e-03,-3.062242866e-01,-1.081113517e-02,9.332679212e-02,-2.901050150e-01,-1.456870437e-01,1.137543768e-01,-5.703352764e-02,-3.262690082e-02,-3.593323231e-01,-3.187609017e-01,1.185014993e-01,-1.032347009e-01,-5.205219589e-10,-2.631072860e-10,-6.904851645e-02,-1.135135889e-01,2.512657046e-01,-9.823365510e-02,-1.152691245e-01,1.114919689e-02,-5.207630247e-02,3.670607135e-02,-1.783394665e-01,-3.048910014e-02,-2.002601773e-01,-2.385463417e-01,-8.250042051e-02,1.069916338e-01,5.479576792e-10,6.378870765e-10,3.362259641e-02,-7.808840019e-04,-1.804751605e-01,-7.394793630e-02,9.290537238e-02,2.738788351e-02,2.035280317e-02,-4.019318223e-01,1.307114214e-01,-1.379178166e-01,-3.703625500e-01,4.148718417e-01,2.417384088e-01,1.481093317e-01,1.000849292e-09,-1.958018470e-10,-1.114556119e-01,-1.123459861e-01,1.189962402e-02,-1.746639907e-01,-3.139234781e-01,1.499034613e-01,-2.645690739e-01,1.139341220e-01,-9.009270370e-02,-1.881281137e-01,8.125363588e-01,-1.205897555e-01,-4.053281546e-01,-2.693413198e-01,-7.419951320e-10,-6.155579380e-10,-6.683181226e-02,5.374017730e-02,1.722925156e-01,1.921027452e-01,1.568682045e-01,-3.523776531e-01,3.788264841e-02,1.682464182e-01,-7.443101704e-02,-5.093375221e-03,-4.580503702e-01,-1.561490893e-01,1.304237843e-01,-1.904464513e-01,-9.501358589e-10,2.162860724e-10,-1.306334585e-01,-1.090574116e-01,-1.920808405e-01,-7.278569043e-02,-1.034259871e-01,1.153654829e-01,-1.846542507e-01,-2.329667471e-02,-1.810474396e-01,1.241846159e-01,-2.028459907e-01,-2.603295147e-01,-9.303276986e-02,7.753121108e-02,8.830480791e-10,2.418296396e-10,1.903143823e-01,1.865690760e-02,-3.937413990e-01,4.620657489e-02,1.013350859e-01,-1.353237033e-01,1.149473637e-01,-4.179032147e-01,1.254993230e-01,-2.405382246e-01,-6.374958754e-01,3.559678793e-01,4.341918603e-02,-1.214827597e-01,-5.382638224e-10,1.370190184e-09,2.263501137e-01,-1.311415732e-01,8.271804452e-02,-1.645256430e-01,-2.762233019e-01,1.630734652e-01,-2.972500920e-01,1.132909060e-01,-1.276835799e-01,-2.244239748e-01,7.933624983e-01,-2.807315588e-01,-2.394961864e-01,3.011428416e-01,-3.689917538e-10,8.932110052e-10,-4.095149636e-01,7.278356701e-02,-1.232032180e-01,7.818033546e-02,1.276336163e-01,-2.873447835e-01,-8.541098982e-02,9.302537143e-02,-4.734340589e-03,-2.130692080e-02,-1.691077501e-01,8.379349113e-02,1.737526953e-01,-4.622308016e-01,7.411900538e-10,4.983016777e-10,-2.831578553e-01,-1.292747408e-01,2.458160669e-01,-8.983533829e-02,-1.204243228e-01,2.002544552e-01,-1.234281585e-01,6.765542924e-02,-2.084810883e-01,1.372603029e-01,4.541043639e-01,-2.730278671e-01,3.066528961e-02,-5.810855702e-02,-7.786891271e-11,-1.024046292e-09,9.657836705e-02,7.111790031e-02,-4.241862595e-01,1.921878010e-01,-5.934867635e-02,-1.927714981e-02,2.380241267e-02,-3.872386813e-01,5.669282749e-02,-3.432305753e-01,-5.345039368e-01,2.161023766e-01,-2.219261527e-01,-4.164028466e-01,-2.262914578e-10,1.589417209e-10,-4.264102280e-01,-1.827819347e-01,5.671986341e-01,-4.486585259e-01,-3.119027428e-02,1.439225674e-01,-2.605752945e-01,-2.311291546e-02,-1.850177161e-02,-2.881096303e-01,-4.775309265e-01,-3.826794326e-01,-4.277417436e-02,5.295943022e-01,4.560172517e-10,-3.199419896e-10,5.583451986e-01,1.949143596e-02,-3.984952271e-01,2.568719983e-01,1.895790696e-01,-2.067404389e-01,1.314680427e-01,1.751023531e-01,-3.538018093e-02,1.313043237e-01,3.401298225e-01,3.379434347e-01,1.187349930e-01,-2.590925395e-01,9.937537460e-10,9.607590279e-10,-5.044708848e-01,-7.669123262e-02,6.733828038e-02,-1.302754730e-01,-2.660581470e-01,2.234210446e-02,-2.860763669e-01,9.181875736e-02,-2.181812227e-01,-1.891654283e-01,3.177147210e-01,1.425564885e-01,4.537162557e-02,-2.366361618e-01,-2.669802990e-10,4.918024876e-10,-6.206170917e-01,-1.243104413e-01,-4.214349389e-02,2.086703181e-01,1.328613013e-01,5.630759150e-02,-2.097236663e-01,-5.301719308e-01,1.168288514e-01,3.446904719e-01,-3.968926370e-01,-3.517383039e-01,2.628690600e-01,-6.363599300e-01,6.357390170e-10,-6.679579667e-10,-4.235708714e-01,-1.664033532e-01,-7.434738427e-02,-5.226468444e-01,-2.621979117e-01,-8.349224925e-02,-3.358963132e-02,2.606582642e-01,-1.929371953e-01,-4.263614118e-01,5.300280079e-02,4.018257558e-01,-2.616370916e-01,5.029978156e-01,1.319473197e-09,1.522836968e-09,1.173473597e+00,1.926320046e-01,-3.296737075e-01,2.598069608e-01,1.302120686e-01,-2.735790312e-01,3.759944141e-01,1.122025475e-01,2.702066675e-02,-9.079720080e-02,-1.915734857e-01,-2.932472825e-01,-1.623126417e-01,1.653077602e-01,-5.073886866e-10,1.104842218e-09,-4.040506482e-01,-6.986095756e-02,2.584357858e-01,-7.570349425e-02,-1.684128344e-01,2.409168035e-01,-5.235930085e-01,1.435718033e-02,-1.663445681e-01,-3.235200942e-01,-6.003912422e-04,6.339897960e-02,1.049198955e-01,-6.194310263e-02,-4.749634575e-10,-2.536158783e-10,-6.443680078e-02,6.922551990e-01,-1.498142723e-02,3.034592867e-01,1.229496747e-01,1.972744800e-02,7.455299497e-01,-2.682305574e-01,1.650300324e-01,2.247759253e-01,-2.495736629e-02,1.103604659e-01,-2.065877020e-01,5.928941965e-01,4.482313132e-10,-2.606468097e-10,-7.870647311e-01,-2.151270807e-01,2.082349238e-04,-3.839771450e-01,-2.897603810e-01,-2.501657791e-02,-5.035333633e-01,4.776702449e-02,-2.306056023e-01,4.095404446e-01,4.057418182e-02,-2.008461505e-01,-9.959548712e-03,-6.541502476e-01,6.657669971e-10,4.393926056e-10,7.533029318e-01,-2.321485579e-01,-1.035339385e-01,2.574903369e-01,-6.274349242e-02,2.364789322e-02,-7.338907719e-01,6.150399521e-02,-1.474686712e-02,-6.734746695e-01,-2.323537022e-01,-7.442934066e-02,-3.021901706e-03,-8.202176541e-02,-3.058006348e-10,-2.585030801e-10,-1.762202233e-01,-4.127056301e-01,-6.939768791e-02,-3.066797256e-01,6.187167019e-02,-7.755411416e-02,9.996076673e-02,1.571669616e-02,-1.347885579e-01,7.036173940e-01,7.064352930e-02,-1.859175600e-02,1.019474864e-01,-3.271902800e-01,1.319536425e-10,3.929085668e-10,4.760301709e-01,-3.388116360e-01,1.485095322e-01,-1.602129340e-01,-7.343417034e-03,1.316154301e-01,6.841042638e-01,-3.129076362e-01,5.855068192e-02,-1.835000515e-01,5.485802144e-02,4.790668935e-02,6.902612001e-02,-2.855451107e-01,-6.860911839e-10,-1.641978498e-10,-9.108765721e-01,-3.461013436e-01,-1.009194478e-01,-6.725306511e-01,-1.868560761e-01,-6.070128083e-02,-2.938308418e-01,2.955673635e-02,-2.660405040e-01,-3.916554153e-01,-2.734796889e-02,-2.476395816e-01,-3.282493949e-01,7.367597818e-01,5.149283777e-10,-4.171403500e-10,-3.225856125e-01,7.619192004e-01,-1.357542872e-01,6.388220787e-01,-2.255242616e-01,-2.801511586e-01,-8.538849950e-01,2.210165933e-02,1.267324686e-01,-4.900095463e-01,-3.157069683e-01,1.166944951e-01,4.140723869e-02,-3.284518421e-01,-1.879069955e-10,8.964198134e-11,4.817158282e-01,-2.444872111e-01,-9.979823977e-02,6.452392042e-02,2.523408830e-01,1.496057808e-01,7.237873971e-02,1.180670559e-01,-1.344643682e-01,2.089245021e-01,-4.692330211e-02,2.601890266e-01,-1.649281569e-02,1.038652137e-01,6.737670422e-10,2.486464333e-11,3.986237645e-01,4.644209743e-01,2.768951654e-01,-2.869472206e-01,1.036869921e-02,-7.576077431e-02,-4.309425652e-01,-2.748555839e-01,1.189615671e-02,-4.773482382e-01,-5.934867263e-02,-1.703527421e-01,-3.392267227e-02,-2.339240462e-01,-5.529991465e-10,5.040760587e-10,-5.581406951e-01,-3.619770110e-01,-1.688479185e-01,-3.019467592e-01,-9.342858195e-02,3.124027252e-01,-3.814595938e-01,-9.411483258e-02,-2.426189929e-01,8.409778029e-02,1.103093475e-01,-1.192370877e-01,-2.626880705e-01,-1.008944809e-01,3.822573508e-11,-3.928427306e-10,-4.079509377e-01,7.846898399e-03,-3.335293233e-01,-1.835933924e-01,-2.200875729e-01,-3.220647573e-01,9.560123086e-01,4.020909220e-02,1.376891285e-01,-1.782296449e-01,-2.215120494e-01,-7.131379098e-02,1.979656965e-01,2.579883300e-02,2.915777897e-10,-6.603098068e-10,2.913277447e-01,-2.780849934e-01,3.643353656e-02,6.436749101e-01,1.355366558e-01,2.649035677e-02,-5.346031189e-01,1.861164272e-01,-1.222801879e-01,-4.636700749e-01,-4.348224029e-02,1.224383265e-01,-1.391807050e-01,2.425265685e-02,-6.736435715e-11,6.731059043e-10,3.122401237e-01,1.532568038e-01,3.627547026e-01,-1.639676839e-01,-1.711865216e-01,-5.790213495e-02,-5.244109035e-01,-4.247552752e-01,-2.508423349e-04,-4.641138613e-01,1.076543555e-01,-2.029388398e-01,1.132783741e-01,-2.365569174e-01,4.510076479e-10,-5.047749024e-11,-3.087072670e-01,-7.405468822e-01,-1.897100210e-01,1.147331968e-01,7.196322083e-01,1.754066497e-01,-4.702036977e-01,2.259737104e-01,-2.388248593e-01,9.911385179e-01,1.185894534e-01,-5.267528072e-02,-2.819982767e-01,4.751390964e-02,6.138705100e-10,-9.671376894e-11,-2.341709584e-01,2.637515366e-01,-3.459339738e-01,-1.110636666e-01,-4.070979655e-01,-2.866926193e-01,1.051158905e+00,-4.440440983e-02,8.408401161e-02,-4.252278507e-01,-4.006138742e-01,3.136739135e-02,1.921215802e-01,-4.033444449e-02,-2.533458721e-10,-1.193874166e-10,-4.472427443e-02,1.533300430e-01,-1.531721186e-02,3.073949553e-02,-3.082387447e-01,1.096249521e-01,-4.474127889e-01,1.001020446e-01,-6.002726406e-02,-4.501113594e-01,-2.005695254e-01,1.654964387e-01,-2.470266446e-02,-7.077712566e-02,-4.468716230e-10,-3.838803442e-10,-7.618676871e-02,1.625346243e-01,2.584562898e-01,5.463821813e-02,-1.527339816e-01,1.307536662e-01,2.777340263e-02,-6.189067289e-02,2.975867391e-01,-5.448247194e-01,2.139768749e-01,-1.303397864e-01,1.357881129e-01,-4.892475531e-02,8.249816941e-10,-1.074544689e-10,-1.470575929e-01,-4.362696409e-01,-1.397029907e-01,-3.141422197e-02,3.586816192e-01,-1.657302380e-01,-1.331221610e-01,-7.250332832e-02,-3.508930206e-01,9.276936054e-01,2.700788081e-01,-1.123191714e-01,-3.914642334e-01,4.619051144e-02,9.286778568e-10,-9.644538501e-10,-5.272391811e-02,2.282120138e-01,-2.104448378e-01,-7.970371842e-02,2.092656195e-01,1.801756024e-01,-1.770813465e-01,-1.865959316e-01,1.263801754e-02,-2.943038642e-01,-5.015473962e-01,-2.356656268e-02,1.646880209e-01,-1.308453232e-01,-8.031452725e-10,-2.512815789e-10,1.645501470e-03,-1.238329187e-01,-9.669704735e-02,-7.236374915e-02,-5.830683112e-01,-2.043250948e-01,-1.080795527e-01,1.784918457e-01,-1.749206632e-01,2.411434799e-01,-1.719331592e-01,2.671941519e-01,3.464817628e-02,-2.501356006e-01,3.796551684e-10,-2.236572871e-10,-4.786258098e-03,1.556024253e-01,2.120869607e-01,-7.564149052e-02,2.285737395e-01,-7.718200982e-02,-2.982465327e-01,8.159716614e-03,-5.304068699e-02,-1.334492862e-01,6.074488163e-02,-2.155100852e-01,-6.640551984e-02,2.295950428e-02,-4.850498891e-10,-6.421096987e-10,-1.949466914e-01,-4.250479043e-01,-2.142037153e-01,-2.437491715e-01,-9.684395045e-02,6.355615258e-01,1.258789003e-02,-2.138856500e-01,1.641117781e-02,-6.847633123e-01,1.714294851e-01,-7.371202111e-02,-2.209538668e-01,9.367018938e-02,1.015201923e-09,-9.213053064e-12,7.640135288e-02,8.791060001e-02,-3.546094894e-01,1.527634710e-01,-1.496565491e-01,-3.754695356e-01,-1.640189290e-01,-1.632770747e-01,-8.236303180e-02,2.142253965e-01,-2.774881124e-01,-7.860065997e-02,1.371784210e-01,-7.111834735e-02,5.209018217e-10,-8.093610226e-10,-1.513516754e-01,1.318497956e-02,1.684925854e-01,3.706519678e-02,-1.493544132e-01,-2.408125252e-01,5.904081091e-02,2.261356860e-01,-9.626569599e-02,1.014030725e-01,-1.841188818e-01,1.450648904e-01,2.904925346e-01,-7.848577201e-02,7.856633122e-10,6.528701885e-11,-5.659200251e-03,1.068096608e-01,3.825247288e-01,-1.433436126e-01,7.520353049e-02,-8.130053431e-02,1.338323057e-01,1.585407853e-01,-2.298885733e-01,-3.606527746e-01,2.676191367e-02,-1.635379940e-01,-1.769833416e-01,-1.393077970e-01,1.317599085e-10,-1.600294119e-09,-2.429710180e-01,-2.819081545e-01,-3.964924216e-01,-6.334462762e-02,-1.708630472e-01,1.796690226e-01,-1.054242998e-01,1.531151682e-02,6.280404329e-01,-1.332438737e-01,2.951977216e-02,-3.480362520e-02,-4.201313257e-01,3.321193159e-02,6.828011490e-10,-6.730453417e-10,1.915889233e-02,2.071790844e-01,-1.244911328e-01,-7.413297892e-02,-1.253641099e-01,-2.096539885e-01,-2.113004774e-01,-1.990147680e-01,-4.849206507e-01,3.050113097e-02,-8.893689513e-02,-4.768627509e-02,1.910230666e-01,-2.051008306e-02,6.799780877e-11,-6.396511099e-10,-4.522812366e-02,-2.005947679e-01,-4.894469306e-02,1.518278122e-01,5.405557528e-02,5.123674124e-02,-2.076113075e-01,-1.176377162e-01,-1.279968917e-01,4.254026711e-02,-1.772464365e-01,1.039173901e-01,-8.008744568e-03,-8.327349275e-02,-5.345989207e-10,-6.648219752e-10,1.261432618e-01,-1.463805698e-02,2.495339811e-01,-6.716067344e-02,-4.942410067e-02,-5.656954646e-02,-6.301203370e-02,4.846817255e-01,7.146754116e-02,-1.330012828e-01,6.954789162e-02,-1.529897898e-01,8.052174747e-02,3.649645299e-02,-6.752888804e-10,-3.171952423e-10,-2.336191535e-01,-2.236008793e-01,-1.868380010e-01,1.511753886e-03,-1.301633418e-01,2.665170133e-01,-1.311375350e-01,-3.201176226e-01,-3.975076377e-01,-2.564275861e-01,5.972122774e-02,3.128773719e-02,-3.584136665e-01,-7.154966146e-02,-4.162626632e-10,-8.576610533e-10,-1.697447896e-01,1.131771281e-01,-2.466108650e-01,-7.836882770e-02,4.657936096e-02,-2.070531994e-01,-1.627105922e-01,-7.162689567e-01,6.763411760e-01,-1.503778715e-02,-1.693677455e-01,-8.318801224e-02,1.700721383e-01,-8.597236872e-02,-1.272853156e-09,5.778198059e-11,1.976945437e-03,-4.332231730e-02,-3.864385420e-03,1.522362977e-02,-3.399940953e-02,-6.199218705e-02,-3.303918988e-02,4.090648890e-01,-5.656002164e-01,1.606349051e-01,6.313523772e-05,2.351986617e-01,1.618230045e-01,5.133780651e-03,-5.272973030e-11,1.437244324e-09,2.167962939e-01,4.276969656e-02,2.390956134e-01,2.243878134e-02,-1.033322066e-01,1.530020386e-01,5.090234429e-02,-3.507691324e-01,-1.413024962e-01,-2.387791723e-01,-2.963156812e-02,-2.092631459e-01,-3.788788319e-01,5.414673686e-02,7.122513690e-10,4.284519267e-11,-2.309332639e-01,-2.352569252e-01,-1.344158500e-01,-8.174356818e-02,-1.469144821e-01,1.242133155e-01,-9.612096846e-02,5.040976405e-01,-3.764213026e-01,-1.297145486e-01,7.938822359e-02,8.268392831e-02,-3.732368350e-01,-6.710556149e-02,-4.322049663e-10,-1.569124553e-10,-1.655863374e-01,1.534784287e-01,-2.526580989e-01,-1.447316539e-02,5.932395905e-02,-3.457451165e-01,-1.903813779e-01,2.055260837e-01,4.911589622e-01,-1.535231471e-01,-2.677432597e-01,-2.099153250e-01,4.745444357e-01,-1.970253438e-01,-3.876856247e-14,-1.924078397e-10,-9.509444982e-02,-1.296694279e-01,-3.938578442e-02,-5.499385670e-02,2.393741533e-02,8.265768178e-03,-1.545384377e-01,-5.007427335e-01,-1.875865161e-01,9.390479326e-02,-8.753281832e-02,-2.119614743e-03,1.250711679e-01,-2.034303546e-01,-9.183651062e-10,4.510756352e-11,8.996822685e-02,4.783209413e-02,3.737972379e-01,-6.369742751e-02,-1.192717627e-01,-3.985993192e-02,-2.470877022e-02,-5.290955305e-02,-1.913627386e-01,-2.381827682e-02,3.633482265e-06,-1.559741236e-02,-2.719462216e-01,8.298058808e-02,1.280985540e-09,-5.754499099e-10,-9.074012190e-02,-1.382955462e-01,-2.358054072e-01,-1.082748249e-01,3.033331363e-03,1.349481791e-01,-1.387386918e-01,-2.442831695e-01,-5.829331279e-01,-3.080386519e-01,2.321905270e-02,6.454534829e-02,9.679990821e-03,-4.244938120e-02,-1.525441107e-09,-7.100487420e-10,-1.169462427e-01,-1.898510009e-02,-3.397252411e-02,-6.329999864e-02,3.179958165e-01,-1.307896078e-01,-1.131820679e-01,-3.523120582e-01,7.042419910e-01,-1.231948808e-01,-1.523772925e-01,-1.484567076e-01,2.127004601e-02,-4.140191153e-02,-7.736749019e-10,-5.870532949e-10,-1.573263705e-01,-5.942498893e-02,-2.919297516e-01,1.063721552e-01,-3.686133027e-01,-2.380035073e-02,-1.137954518e-01,5.079400539e-01,-1.446493864e-01,-5.128713697e-02,-3.409734741e-02,9.151417017e-02,4.813298881e-01,-2.185753286e-01,8.656332318e-10,-1.506832714e-10,-7.195375860e-03,5.021408433e-04,1.790917367e-01,-3.310718015e-02,-2.065581232e-01,1.430570334e-01,-1.559697092e-01,7.763574272e-02,-9.117829055e-02,3.471696749e-02,-5.339299515e-02,-7.313494384e-02,-1.200203300e-01,1.311703622e-01,3.821755967e-10,-5.953337268e-10,-2.429349422e-01,-1.485976875e-01,-1.863913238e-01,3.376099095e-02,-1.647100300e-01,-3.248597682e-02,1.410607994e-01,-2.516591251e-01,-2.206536978e-01,-1.595102251e-01,1.803174987e-02,-2.957244962e-02,-2.327647060e-01,-1.607420668e-02,-9.915718246e-10,2.876878770e-11,-1.014114395e-01,-6.000647787e-03,-2.385662049e-01,-1.441149265e-01,2.424426526e-01,-1.040858105e-01,-1.950357109e-01,-6.956372410e-02,1.659448445e-01,-1.851994693e-01,-1.469484866e-01,-8.967387676e-02,-2.430306971e-01,-1.008576453e-01,7.102486932e-10,-5.263600666e-10,7.699167728e-02,-1.371955033e-02,5.745705590e-02,1.441465039e-02,-3.854301944e-02,-6.511905044e-02,-1.804298013e-01,1.006661877e-01,-6.953596324e-02 +thresholds = -1.452284575e+00,-8.707237840e-01,-4.055883884e-01,-4.628815949e-01,-8.222701550e-01,-8.356778999e-04,-1.181068830e-03,-1.104070067e+00,-6.765469313e-01,-7.538690567e-01,-5.195214152e-01,-6.719615459e-01,-2.385577857e-01,-1.568809986e+00,-5.709460378e-01,-8.631424904e-01 +weights1 = -7.174370112e-04,1.141299721e-09,-2.889177529e-03,-1.663582383e-09,1.103152405e-03,2.445048541e-01,1.836450100e-01,-7.033006113e-06,3.039137830e-10,-2.558411798e-04,1.508082933e-04,-3.476168797e-10,4.955033213e-02,1.549558043e-01,1.859475300e-02,1.142181683e-09,-4.849247634e-04,2.250974029e-01,2.415086180e-01,-5.366417021e-02,5.400958657e-02,-5.902794920e-10,1.227885485e-01,9.126732498e-02,-4.904693458e-03,-2.488218714e-03,3.959245086e-01,2.868401818e-02,-2.447565086e-03,1.012642682e-02,-3.301791730e-04,-1.242244849e-03,-7.895237797e-10,1.573167741e-03,-2.775559782e-10,-1.847939217e-03,7.172647543e-07,1.638174504e-01,6.423033774e-02,2.942337887e-03,1.565952436e-03,-6.667367998e-04,1.760157989e-03,-6.638576355e-10,3.243715689e-02,1.351614892e-01,1.233902876e-03,-5.615974699e-11,-1.132555422e-03,1.703708470e-01,1.720274985e-01,-2.522624657e-02,2.195722051e-02,9.138926398e-04,5.413822085e-02,6.111331284e-02,3.004142782e-04,6.229468854e-04,1.931247413e-01,5.363438977e-04,-1.158083185e-09,2.324617701e-03,1.994015765e-04,-2.029203111e-03,4.979621153e-04,-8.689746028e-04,4.383159791e-08,-5.005378043e-04,1.381794689e-03,1.719619334e-01,-1.263810843e-01,-2.963259638e-10,-1.626206795e-04,-2.177096205e-03,-2.118166303e-04,2.051505289e-04,3.561557829e-02,7.380980998e-03,8.022439666e-03,-8.033479389e-06,-3.487780690e-03,4.315036535e-01,1.648535430e-01,-9.514608234e-02,5.052999780e-02,-9.043513716e-10,1.419696510e-01,-4.063780233e-02,-5.263443105e-03,3.930780146e-10,-3.756302595e-02,7.727050688e-03,-3.594129521e-05,-1.584662707e-03,-1.171921540e-04,-3.876635572e-03,2.518310212e-03,-6.461396418e-10,6.845620737e-10,-2.185185019e-11,-2.812682214e-05,3.432078063e-01,4.229213297e-02,1.315566545e-10,-9.317226990e-10,-1.417261083e-04,-3.868497908e-03,-8.270738538e-10,6.779982150e-02,2.156483233e-01,-3.672741586e-03,-1.935160486e-03,4.171038978e-03,3.847181499e-01,3.346138299e-01,-5.778349936e-02,4.016918316e-02,-8.870012825e-04,9.998358041e-02,9.884350747e-02,7.600276149e-04,1.224203967e-03,2.103127688e-01,-2.404841362e-03,1.081540016e-03,-6.869740319e-04,-1.025822945e-03,-5.725209485e-04,-2.016052837e-03,-3.250065772e-10,6.203283220e-08,-4.663539585e-04,-2.665838110e-05,-1.906394511e-01,-1.180108637e-01,-1.563046477e-03,1.033995778e-09,-1.468801202e-04,1.067519886e-03,-4.880217020e-04,-3.285072371e-02,-1.915018409e-01,1.466133725e-02,1.106033669e-04,1.061346033e-03,-1.672994941e-01,-2.029240131e-01,9.462577850e-02,-1.779454388e-02,-4.668977344e-04,-2.902915888e-02,-1.044587642e-01,7.382452427e-10,-5.569347413e-04,-1.178162619e-01,1.553384122e-02,-1.209858880e-10,1.244922448e-02,1.762307133e-03,1.673881896e-02,-1.843625030e-09,-8.656919070e-10,9.638930205e-04,8.177774725e-04,4.867367970e-04,-1.337255090e-01,-1.769921556e-02,-1.704541268e-03,2.718999749e-04,8.400695515e-05,-6.466744235e-04,-1.597558752e-10,-3.004269861e-02,-4.089597985e-02,9.747169097e-04,-4.304075846e-04,-7.499578714e-06,-7.975869626e-02,-4.864389077e-02,1.142684370e-02,-1.331711747e-02,1.407005242e-03,-1.824658737e-02,-1.461706217e-02,-1.148085925e-03,-1.515786047e-03,-3.917756304e-02,6.228902377e-03,1.638950896e-03,-1.915056375e-03,4.591192555e-05,1.774462173e-03,8.063941641e-05,1.322698954e-04,7.994425122e-10,2.394545154e-04,-2.861938672e-03,6.361892074e-02,-1.863556951e-01,1.271324379e-09,7.971398541e-10,-1.280756900e-03,-5.994546227e-04,-6.117756711e-04,1.389308367e-02,-2.905294001e-01,7.461629342e-03,2.266404481e-04,5.420489613e-10,-3.795886338e-01,-4.371024370e-01,5.759322550e-03,-3.909006342e-02,8.565838798e-04,-9.581023455e-02,-1.269154549e-01,-9.690777370e-05,-4.143729257e-06,-3.239417672e-01,1.269829366e-02,-3.284182167e-03,4.684421699e-03,1.082322444e-03,1.238874346e-02,1.246890170e-03,2.324560424e-03,5.303900652e-10,-6.893353111e-10,-2.963656982e-07,3.494114801e-02,-2.107460052e-02,1.276501687e-03,3.039519652e-05,-1.720547909e-03,-2.091478336e-06,-7.882000646e-04,5.643698387e-03,-5.087088048e-02,-2.901017666e-03,2.158225747e-03,-2.055105288e-03,-8.323530853e-02,-5.843133852e-02,-1.555902231e-02,-7.522070315e-03,1.323736232e-09,-1.946379058e-02,-1.812094823e-02,-3.686686614e-05,-1.123246385e-09,-4.176948220e-02,-3.439751454e-03,-9.672700253e-05,-1.142929192e-03,-9.705535485e-04,-3.883914556e-03,-2.701815683e-04,-1.670341124e-03,1.279894191e-09,2.034913793e-09,-2.001292014e-04,2.141723484e-01,-7.033874094e-02,1.896768808e-04,-1.185578061e-03,-1.321271993e-03,1.576684532e-03,-4.999217927e-04,4.077320546e-02,1.310820132e-01,-2.474369109e-02,-1.574174734e-03,-5.197009305e-04,2.955559492e-01,1.546819806e-01,-1.977139525e-02,4.910641164e-02,4.468897474e-10,9.269676358e-02,2.070968971e-02,1.205283318e-09,-4.500700160e-11,4.814096168e-02,-2.821810916e-02,-2.783610580e-05,-7.477051578e-03,9.848254267e-04,-2.479580976e-02,-1.747384551e-03,1.048692386e-03,-9.123014752e-04,-2.614229452e-04,7.647685707e-04,6.917995960e-02,-3.578213742e-03,3.151017940e-03,1.753855613e-03,1.250793247e-09,6.430869171e-10,8.059566903e-10,1.171091199e-02,2.371018194e-02,-1.443159999e-03,3.140335769e-10,7.423813222e-04,6.187833101e-02,2.782087959e-02,-4.035654012e-03,5.216182675e-03,2.300631907e-10,1.564707235e-02,5.431504454e-03,-5.984592821e-10,-1.150284867e-09,-2.275355626e-03,-2.300977241e-03,7.523530687e-10,-2.635788696e-04,-4.889608317e-05,-1.912352163e-03,-1.087916666e-03,-4.782580998e-10,-1.897698035e-03,-1.036257968e-09,1.008798156e-09,-8.531439999e-10,-1.795205096e-10,2.231137497e-10,-1.430453151e-03,-4.685560707e-04,-2.477756701e-03,7.451890216e-10,-1.032636865e-09,8.240787497e-10,-9.834551020e-04,2.667148724e-10,-7.645975566e-04,-1.572003122e-03,-1.269328465e-08,1.470145117e-09,5.047570695e-10,1.255050508e-10,-5.111709944e-10,5.768815425e-10,1.885608188e-03,1.733769022e-04,-7.788142353e-10,-3.981649643e-04,-4.169921522e-05,1.247461578e-09,1.334793633e-03,-1.433634665e-03,-3.607310355e-04,1.536625049e-09,1.754613322e-06,-5.163761641e-10,-2.378915902e-03,8.462999249e-04,7.594601484e-04,3.663633252e-04,2.515143649e-10,-3.284046368e-10,-7.826351789e-10,-3.140907735e-03,4.510742147e-04,6.864789293e-10,-4.887079977e-11,1.939564361e-03,2.655946882e-04,-1.182423937e-09,4.521538699e-10,-6.126418262e-10,9.706371202e-05,7.224985166e-04,1.665472984e-03,1.706325081e-10,3.367511090e-04,4.200317198e-04,3.525905311e-03,3.409537021e-03,-3.958701145e-10,9.170263411e-07,-2.622472821e-03,-1.387587050e-03,-4.728843983e-10,2.933596261e-03,-3.887998812e-10,-3.673815696e-10,-1.700449269e-03,1.015191432e-03,1.112901373e-03,-8.954189612e-10,5.468511061e-12,9.106686048e-05,-5.134775711e-05,-6.582818460e-04,1.213779632e-09,8.979546551e-10,1.850111175e-10,-9.224475361e-04,-4.121510910e-10,4.969014644e-10,-2.695753938e-04,1.146851224e-03,-3.441320732e-03,-5.248888629e-04,-4.587031102e-11,1.016963944e-11,-1.178210718e-03,-6.606481038e-04,-2.813866129e-03,2.603018220e-05,7.833181880e-04,5.551045979e-05,3.243939718e-04,-1.606120844e-03,3.930021543e-03,-4.056090256e-04,1.095126383e-03,-5.759925314e-10,5.563913774e-10,3.425169270e-04,1.301197452e-03,9.211820196e-10,-1.946966280e-03,6.148404209e-04,-7.638378818e-11,1.629143953e-03,-2.488392638e-04,-2.386599313e-03,1.577834482e-03,-2.088846522e-04,3.210011637e-04,1.002129517e-03,7.802010487e-07,2.565913368e-03,9.137203451e-04,1.898353657e-04,2.679281402e-03,-4.413210321e-03,-4.447292534e-10,-1.183921405e-09,2.917733832e-10,3.491484094e-04,-7.847180823e-04,-4.856028357e-10,4.686771426e-04,1.711229444e-03,-1.661357586e-03,-4.251750652e-04,-2.130356297e-04,-5.819989601e-04,9.080920136e-04,2.168259621e-01,2.018076926e-01,-7.696239045e-04,1.036795220e-05,1.686325524e-10,3.963014916e-10,-5.897765514e-04,3.949960321e-02,3.419777453e-01,-4.660087172e-03,-4.637619178e-10,1.722810436e-11,2.373902500e-01,3.054223657e-01,-1.060858369e-01,6.815447658e-02,-6.650147100e-10,1.743094325e-01,8.643490076e-02,4.340484156e-04,-4.263354931e-03,2.757875323e-01,-5.537273362e-03,-7.609579479e-04,1.401736634e-03,-2.112298826e-04,-3.868892789e-02,-1.339316834e-03,-1.406056224e-03,1.176779785e-10,-3.505802597e-04,1.257451277e-05,3.408318758e-01,1.052798629e-01,1.021522200e-09,3.896070411e-04,-3.251110320e-04,3.969687357e-10,1.374925137e-03,6.647967547e-02,2.543872595e-01,-2.540874062e-03,-3.161052591e-04,-1.400913694e-03,3.495783508e-01,3.189693689e-01,-3.600191697e-02,4.346804321e-02,-1.164850313e-03,1.091234684e-01,1.040570661e-01,-2.333671291e-04,6.314682541e-04,2.872691453e-01,-2.996138530e-03,9.978833259e-05,-2.936513862e-03,-4.046072718e-04,-6.729711895e-04,-2.016899671e-04,-4.024384543e-03,-5.458802916e-04,7.724188035e-04,-2.988588240e-04,4.213371873e-01,6.303996593e-02,-1.563844387e-03,-4.211978521e-04,-1.923047821e-03,5.377761569e-10,9.661651479e-10,8.050156385e-02,1.821490750e-02,-6.630162150e-02,-3.713825572e-05,-2.120593796e-03,1.339309812e-01,8.753728867e-02,-1.091966182e-01,2.591283992e-02,-1.687882468e-03,7.196024060e-02,-9.219034761e-02,7.216335507e-04,-1.142682948e-09,-6.584560871e-02,-8.396827430e-02,-3.179805062e-04,-2.860294096e-02,-6.279404741e-03,-8.109959215e-02,1.588689047e-03,-2.579356078e-04,-1.039339725e-09,-9.418963387e-10,-8.669749368e-04,1.447643787e-01,-3.006564453e-02,-2.621356398e-04,3.327973653e-03,-2.250424586e-03,1.178667531e-03,1.066870871e-03,2.748011611e-02,1.431798283e-02,-4.729303997e-03,-1.477944656e-09,-8.392689779e-05,1.066975743e-01,4.137039930e-02,-1.377720479e-02,9.869236499e-03,-5.507485475e-03,2.141031623e-02,2.478995593e-03,2.111660084e-03,2.276099309e-10,-7.019323856e-02,-5.368474871e-03,2.861589892e-03,-9.547707741e-04,-2.808610909e-03,-4.388053901e-03,-7.689571939e-04,4.097369383e-04,1.112722470e-09,-7.890466368e-04,-2.165894148e-05,1.922854185e-01,-1.691675037e-01,1.729806172e-05,1.434392907e-04,-1.438782550e-03,-1.510824193e-03,-8.334208978e-04,3.136515617e-02,-2.872994244e-01,-2.697326615e-02,-2.558969427e-04,-9.596903110e-04,-2.754717767e-01,-3.655465543e-01,-5.730721727e-02,-3.724237531e-02,-4.114846233e-04,-1.097647846e-01,-1.502555758e-01,-6.561254850e-04,-3.733917139e-03,-3.346727192e-01,-2.846719511e-02,-1.847505482e-04,-7.284557912e-03,-5.080941599e-03,-2.796568722e-02,9.487899355e-10,-3.166025220e-10,-1.911890227e-03,1.367653953e-03,-7.986847805e-08,-1.959465072e-02,-7.231941074e-02,-4.903241146e-10,-4.679674426e-10,2.081901534e-03,-9.243323884e-10,-3.887985367e-04,-8.752526715e-03,-1.502463818e-01,1.193117001e-03,1.044613951e-09,-2.386805369e-03,-2.126850635e-01,-2.010810971e-01,-2.181358077e-02,-2.761306241e-02,2.774252789e-04,-7.793591917e-02,-8.305747062e-02,8.936817903e-05,-4.128902685e-03,-2.146432400e-01,1.594820242e-05,-4.176202717e-10,-1.338542090e-03,-1.742180903e-03,-1.495961769e-04,2.454158966e-04,-2.341526488e-05,-1.238713576e-10,1.293842652e-04,-2.851432655e-04,4.975187480e-01,1.109179482e-02,-1.127339550e-03,7.411041297e-04,8.190571098e-04,-1.249547466e-03,-3.413254308e-05,9.327787161e-02,-1.605428904e-01,-5.017245561e-02,-1.740355510e-03,-3.664848860e-03,-2.110617608e-02,-4.822111502e-02,-1.251275092e-01,-1.098138001e-02,3.874010557e-10,2.370529622e-02,-1.210000217e-01,1.008884399e-03,1.684340532e-03,-1.537682265e-01,-5.100982636e-02,-1.017287141e-03,-1.914339326e-02,2.959082194e-04,-6.397787482e-02,-5.332168075e-04,1.236567856e-03,5.838529660e-11,5.503989523e-04,-1.338480273e-03,2.822727263e-01,1.649634726e-02,-2.232027764e-04,-1.537718461e-03,-1.638696296e-03,-2.825639676e-04,9.684053559e-10,5.136312917e-02,5.872753635e-02,-4.062323365e-03,6.410029018e-04,-2.611582750e-04,1.707803458e-01,1.012832448e-01,-2.294650301e-02,1.904174127e-02,-7.582894868e-10,4.421267658e-02,2.111814916e-02,1.482554595e-03,2.352039563e-03,3.226966783e-02,-5.371101201e-03,6.351822956e-10,-2.345824614e-03,-2.044701250e-03,-3.321709111e-03,1.753435936e-05,3.088354366e-03,2.368538553e-04,-5.853695861e-10,3.584559017e-04,2.229238749e-01,6.540968269e-02,6.604354841e-10,-1.162280096e-03,-6.548215752e-04,-1.772030140e-03,-6.895015114e-10,4.224006459e-02,2.090728879e-01,-2.363495441e-04,-9.241792141e-04,-1.760565027e-10,1.767152697e-01,2.142207026e-01,9.415693581e-03,4.762630910e-02,-1.331912703e-03,1.017192975e-01,3.272280470e-02,-3.849220520e-04,-5.720603513e-04,2.564806640e-01,-2.900006948e-03,-2.823976800e-03,-3.204318054e-04,9.829450864e-04,-1.845191466e-03,-9.220891828e-10,3.752163025e-10,6.202933146e-04,8.627558127e-04,-2.233406296e-03,5.071009323e-02,6.790776737e-03,2.693160903e-03,-1.268815719e-09,6.614466547e-04,-7.030135363e-10,6.403184962e-04,1.070967037e-02,3.270100057e-02,-3.850297944e-04,1.708549913e-03,1.116463588e-10,5.139537156e-02,3.930197656e-02,-3.235857934e-03,5.143367685e-03,-1.268372962e-09,1.486141048e-02,1.440228429e-02,7.485003728e-10,-1.929492108e-03,2.260908484e-02,-1.339965267e-03,-1.244029879e-09,-3.091876162e-03,2.035412937e-03,-3.870916553e-04,-1.690198435e-03,3.024013131e-04,-2.161531593e-04,6.921348395e-04,-2.100685146e-03,-2.105483413e-02,1.143560093e-02,-1.733754529e-03,7.095695143e-10,5.727537791e-04,-2.301506931e-03,1.411006437e-03,-2.577369101e-03,-1.446714401e-01,2.208220074e-03,-3.338451737e-10,-1.215040917e-03,-2.756313384e-01,-2.529943585e-01,1.682643034e-02,-2.139977878e-03,-1.968469005e-03,-5.388848111e-02,-9.161168337e-02,8.874396444e-04,4.553823965e-05,-1.186249554e-01,2.059344761e-02,8.039380273e-11,5.985801108e-03,6.420421996e-04,6.982035935e-03,9.003597867e-10,-1.364412892e-04,-1.527518034e-03,-6.295787171e-04,2.753823064e-04,-7.514758408e-02,-1.913977414e-02,-1.934549538e-03,-3.720611800e-03,-1.994229853e-03,7.331912855e-10,-8.178184796e-10,-1.219294779e-02,-5.670393631e-02,3.388813930e-03,-8.308138931e-04,-4.652233807e-11,-1.212240383e-01,-8.029863238e-02,-1.819164609e-03,-9.936902672e-03,-6.098644808e-04,-3.707907349e-02,-2.799012326e-02,1.476705425e-10,1.047527620e-09,-4.553980380e-02,1.182361157e-03,-1.779008657e-03,6.574611762e-04,4.957034889e-06,2.628246730e-04,-7.462803478e-05,-4.989083973e-04,2.155332331e-04,-2.372690709e-03,2.136118012e-03,9.169057012e-02,1.809111536e-01,7.142466618e-10,-6.867590128e-04,-7.919149939e-04,-3.630260471e-04,1.758242441e-08,1.917757466e-02,2.600906789e-01,-2.239082474e-03,-4.707232382e-10,-9.013518820e-10,3.979077935e-01,2.842844427e-01,-3.081943840e-02,5.044300482e-02,1.591693222e-09,1.273749173e-01,6.437926739e-02,-1.271593164e-09,-1.438107574e-03,4.159435928e-01,9.851654992e-03,-6.959463935e-04,1.947158831e-03,1.749745221e-03,-8.440888487e-03,-1.734712045e-03,9.324861458e-04,-1.403051897e-09,6.197411473e-10,1.647620666e-04,1.277080774e-01,5.008134618e-02,8.721452449e-10,-1.618253533e-03,-9.360443531e-10,-2.035943908e-04,1.095198154e-09,2.486248873e-02,1.151065156e-01,-1.229306508e-04,-6.547198339e-10,9.821693459e-10,1.547588706e-01,1.535336524e-01,-2.613028884e-02,1.542361639e-02,3.817727847e-04,3.972627595e-02,5.089612678e-02,6.859036672e-10,-2.057494175e-10,1.685339808e-01,-3.120026959e-04,-2.541022841e-04,1.403549570e-03,4.110537702e-06,-3.293204281e-05,5.305105005e-04,-9.296993958e-04,1.704720082e-03,-7.091925945e-04,-5.959584378e-03,1.254465282e-01,-2.249298990e-01,-3.219748912e-10,-3.858046839e-04,-1.666534663e-04,1.257171145e-09,7.051872090e-04,2.123265900e-02,-4.057929218e-01,6.324964110e-03,-5.785513180e-10,-1.434164820e-03,-2.703359723e-01,-3.681212664e-01,-9.745850228e-03,-1.669467986e-02,-2.096390584e-03,-5.424147844e-02,-2.149296254e-01,-3.939946182e-03,-7.165949792e-03,-6.541510224e-01,-1.149114687e-03,-2.701067133e-04,-3.751330078e-03,1.557082986e-03,8.494650014e-03,6.136079319e-04,-9.098807350e-04,5.633222222e-10,1.309661490e-09,1.341207419e-03,1.688953489e-01,-5.498622358e-02,-4.030018317e-05,2.997271251e-03,1.251450449e-04,-2.066735671e-10,-1.891949930e-10,2.678430639e-02,-1.268417984e-01,-6.833282765e-03,4.508761142e-10,1.482883526e-04,-1.616943628e-01,-1.639345884e-01,-4.189311340e-02,-1.785420813e-02,-1.052066567e-03,-5.407426134e-02,-6.731734425e-02,2.195833515e-10,-9.100143798e-04,-1.655160487e-01,-1.062141918e-02,-6.378014223e-04,-2.354801865e-03,-7.153679326e-05,-9.803510271e-03,-1.998835476e-03,2.471489715e-04,-1.357870039e-09,-5.254006119e-10,1.684152172e-03,8.754049242e-02,-8.554770611e-03,-2.241092501e-03,6.161513397e-07,3.613558341e-10,-5.236490397e-04,1.095454209e-03,1.957873628e-02,1.928564012e-01,-2.719263721e-04,5.833934483e-05,-3.085229779e-03,2.715862393e-01,2.760010958e-01,-2.774027642e-03,4.479429871e-02,-5.749694174e-05,8.682613820e-02,5.937934667e-02,-1.199931265e-09,2.118381672e-03,-6.843198836e-02,1.681678742e-02,1.641284907e-03,-6.298041437e-03,-9.353518544e-05,-5.822799169e-03,-2.218488808e-04,-2.678671852e-03,1.119046472e-03,1.094166655e-03,-3.083290358e-04,8.006568253e-02,1.456591068e-03,6.380369887e-04,-1.222175546e-03,-5.415781634e-04,-8.245149365e-05,9.979044258e-10,1.744681969e-02,4.495454580e-02,-6.359040271e-04,1.664269250e-03,-6.289986195e-04,8.301113546e-02,5.913446471e-02,-4.364797845e-03,1.412403118e-02,8.644942427e-04,2.655805461e-02,1.844123192e-02,3.539473109e-04,1.209890353e-03,5.583752412e-03,-1.021004631e-03,-2.847803116e-04,-2.656664234e-03,-3.640025971e-04,-2.190051368e-03 +biases1 = -2.596428385e-03,-5.683259573e-03,-4.756429698e-03,-3.724176902e-03,-1.074103871e-03,-3.332893848e-01,-1.890011579e-01,-7.209440228e-04,-3.428905504e-03,-2.331339289e-03,-7.026775274e-03,-9.463109076e-03,-6.494547427e-02,-2.998481691e-01,5.940505117e-02,-1.293089823e-03,-3.146304516e-04,-2.322364002e-01,-2.592575848e-01,1.829505414e-01,-2.222636342e-02,-1.957484637e-04,-4.520703107e-02,-2.065547407e-01,-3.786814865e-03,-7.392943837e-03,-5.802893639e-01,6.563849747e-02,-1.399166416e-03,1.782178879e-02,3.834800329e-03,4.463265091e-02 +weights2 = -1.919259503e-02,-4.264738783e-02,-3.044051304e-02,-3.256279975e-02,2.469740575e-03,3.317772746e-01,2.012182623e-01,7.538896799e-02,2.106307447e-02,-8.058913052e-03,-9.418126196e-02,-2.228864282e-02,6.290856004e-02,3.364895880e-01,-6.106071174e-02,2.052433975e-02,-2.218062617e-02,3.816940486e-01,3.492555320e-01,-1.405093223e-01,6.163947284e-02,-3.781511448e-03,1.502364576e-01,1.584462523e-01,-1.790757105e-02,-5.251742527e-02,3.525356352e-01,-7.332050055e-02,1.807694882e-02,-2.433988079e-02,-4.131284077e-03,-8.523408324e-02 +biases2 = -5.975421667e-01 diff --git a/params/D00136.002.txt b/params/D00136.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..24090203b5d2840b820a032dff2e38a46a0ad2bb --- /dev/null +++ b/params/D00136.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 8.830053359e-02,8.806114644e-02,-3.307738528e-02,-1.244072802e-02,-8.580367285e-05,3.982964158e-02,-1.593263296e-04,-1.713857928e-04,-3.604378924e-02,-9.828309703e-05,-6.735081843e-05,1.068169903e-02,-9.063898772e-02,-1.877213072e-04,-7.798337191e-02,-8.081460692e-06,-7.277550548e-02,2.593457140e-02,9.400210343e-03,-1.335936785e-01,-3.606765313e-05,3.952399641e-02,-2.186529173e-06,-1.386295335e-04,4.748946801e-02,-8.626346971e-05,-1.033587705e-05,-2.231034264e-02,8.582115173e-02,-4.547686672e-07,5.371779203e-02,-4.465476377e-05,-1.841708124e-01,-1.873937100e-01,1.324175596e-01,-8.165283501e-02,-1.006294842e-04,-2.192136198e-01,7.018521501e-06,1.076383269e-04,8.793263882e-02,-5.695694199e-05,-1.078230562e-04,7.095394284e-02,8.983175270e-03,-1.757470891e-04,1.111738533e-01,-8.444598643e-05,-3.977087885e-02,4.186779261e-02,-1.611401439e-01,3.093946353e-02,-9.183264410e-06,6.577698048e-03,-3.334215216e-05,-3.904138575e-04,-1.866223365e-01,5.106295794e-05,1.127098767e-05,-6.572414190e-02,-1.046145037e-01,3.356707020e-05,-2.010484338e-01,-1.825325853e-05,-9.632462263e-02,8.115976304e-02,2.444873564e-02,2.358719893e-02,-4.586705472e-05,-6.587990373e-02,-6.842048606e-05,-1.267345942e-04,-8.684936911e-03,5.416054591e-06,-9.306158972e-06,-9.338784963e-03,1.502377540e-01,-2.086028559e-07,6.384936627e-03,-1.911478103e-05,1.627473384e-01,-5.316677690e-02,-6.463921070e-02,-2.068648487e-01,-1.135781076e-05,1.751058996e-01,-6.387464964e-05,-1.976207277e-04,8.855956793e-02,-6.826072877e-06,-9.725434938e-05,8.007104695e-02,2.755846595e-03,-4.930391879e-05,-6.745642424e-02,-5.800821236e-05,5.576753989e-02,-1.583833992e-01,1.384241879e-01,8.024664968e-02,-9.707523714e-05,-2.378312200e-01,-3.546216249e-05,1.137897416e-04,-7.980213314e-02,-5.191867240e-05,-6.662918895e-05,-2.289827354e-02,-1.342651993e-01,-6.282850518e-05,1.018227935e-01,-1.069563586e-04,-3.305792809e-01,9.880201519e-02,-1.506859213e-01,-9.370680898e-02,-3.782984277e-05,-4.605824593e-03,-1.046722100e-04,-4.115834308e-04,-8.733381331e-02,-2.606079033e-05,3.754305362e-05,-5.435840786e-02,-1.192838401e-01,-1.930703547e-05,-1.549159437e-01,-3.532843766e-05,3.845814168e-01,8.474504203e-02,-1.748316735e-02,-3.630903782e-03,-6.582012429e-05,5.757483095e-02,2.579460670e-06,-6.648348790e-05,-1.346559227e-01,-6.181765457e-06,1.007151513e-05,-6.602766365e-02,-5.480640009e-02,-1.040655116e-04,2.317423560e-02,-4.353652912e-05,5.847014114e-02,-1.174807996e-01,6.675534695e-02,-2.779058814e-01,-5.954932567e-05,9.406609088e-02,-1.644321601e-04,-1.861505443e-04,4.340161383e-02,5.311448604e-06,-6.519332237e-05,-7.198247313e-02,8.186212182e-02,-5.645037527e-05,-2.383478284e-01,-1.065262040e-04,-5.433437824e-01,-1.876108646e-01,7.904730737e-02,6.564971060e-02,-6.656751793e-05,-2.099007815e-01,-7.007571548e-05,6.686363486e-05,8.709853888e-02,-5.897999290e-05,-1.342796022e-04,1.488156170e-01,-2.002636343e-01,-2.705655243e-05,3.122369349e-01,-9.304599371e-05,-1.081489399e-01,1.888431460e-01,-1.807428002e-01,1.914257742e-02,-5.563899686e-05,-7.497120649e-02,-1.073517924e-04,-3.117836895e-04,-8.321745694e-02,-1.538186007e-05,-1.608138700e-05,-1.729771122e-02,7.268387824e-02,-7.366098725e-05,-2.112440616e-01,1.758451799e-05,2.083908617e-01,1.275873929e-01,-1.669468433e-01,-5.480546877e-02,2.950597082e-05,-2.600303479e-02,2.215766290e-05,-1.176606820e-04,-9.597356617e-02,-5.710432106e-06,-8.004903975e-06,-9.196573496e-02,-7.932802290e-02,-6.526428479e-05,-3.145666420e-02,-6.310687604e-05,-3.510306180e-01,-1.297915876e-01,2.010978460e-01,-5.427083746e-02,-7.636392547e-05,6.128707156e-02,-1.072643936e-04,-1.401240152e-04,1.196442991e-01,-3.014294634e-05,-2.938459693e-05,1.581574678e-01,1.465181410e-01,-7.877099415e-05,-2.384567261e-01,-1.145864153e-04,-5.168491974e-02,-1.105148271e-01,7.524928451e-02,1.774695814e-01,-2.896143633e-05,-1.649124473e-01,-1.126699135e-04,5.358577619e-05,-7.234028541e-03,-3.439334978e-05,-9.359130490e-05,-9.389130771e-02,-4.999469966e-02,-8.991560208e-06,3.743092120e-01,-1.004448059e-04,-1.402320061e-02,8.126994967e-02,-1.618218869e-01,-2.651866972e-01,-4.992522008e-06,-3.523827298e-03,5.196617622e-06,-3.407640324e-04,-1.036152914e-01,-8.416509445e-06,-2.398530341e-06,2.130316012e-02,-1.177531332e-01,-1.461070788e-04,-2.185943872e-01,-7.230446499e-06,-3.519204259e-01,-5.793053424e-04,5.387765542e-02,-2.218154967e-01,-3.199519779e-05,-7.339934260e-02,-4.948115748e-05,-1.302282617e-04,1.571505070e-01,-1.042790755e-04,4.786547834e-06,-7.237399369e-02,5.662352219e-02,-3.912877219e-05,5.756952986e-02,-5.501421765e-05,-2.175625414e-01,1.732770936e-03,8.708710223e-02,9.979736991e-03,-4.781344251e-05,2.202220261e-01,-4.599154272e-05,-1.484440436e-04,-4.761771765e-03,-5.446988143e-05,1.754568621e-05,-5.004144460e-02,6.040832028e-02,-8.623640315e-05,-2.725878656e-01,-9.379640687e-05,6.127974987e-01,-1.797630191e-01,-1.136716232e-01,3.275956511e-01,-7.005988300e-05,-2.094873935e-01,-8.792440349e-05,1.569335000e-04,-9.427635372e-02,2.012925142e-05,-1.058977068e-04,1.138116941e-01,-1.500012577e-01,-1.704446913e-04,2.060715109e-01,-6.610293894e-06,-2.516499460e-01,1.469839066e-01,-7.978945225e-02,-3.125861287e-01,-7.191061741e-05,-7.061805576e-02,-1.089863531e-06,-4.178422678e-04,-1.454296261e-01,2.592989222e-05,-1.153667326e-04,2.116304822e-03,-6.748528033e-02,1.789035196e-05,-1.051755548e-01,-1.794806167e-06,-2.780422866e-01,9.011595696e-02,-1.124965325e-01,4.856244922e-01,-9.591757407e-05,-1.600440145e-01,-4.940867439e-05,-1.503518342e-05,-9.471818805e-02,-7.054195885e-05,-8.564509335e-05,-2.717435546e-02,5.313869938e-02,-9.419214621e-05,7.531644404e-02,-3.016297524e-05,-2.991810739e-01,-1.152715907e-01,1.643985063e-01,-4.025220871e-01,-4.197250382e-05,1.743009388e-01,-2.708962347e-05,-1.385369251e-04,2.643708587e-01,7.839460886e-05,-5.998270717e-05,2.110911720e-02,5.158723891e-02,-1.423674112e-04,-1.564738750e-01,-5.086954479e-05,6.803227067e-01,-2.226764560e-01,-8.974432200e-02,-1.972772032e-01,-8.034214261e-05,-6.789885461e-02,-6.739208038e-05,9.755452766e-07,-1.285743117e-01,-6.163881335e-05,-5.047956438e-05,1.293270476e-02,-2.089787424e-01,-7.590187124e-06,-9.068740904e-02,-4.710003122e-05,-3.115226328e-01,2.163147330e-01,-1.463507488e-02,-8.251979202e-02,3.543248386e-05,-7.954429090e-02,-6.444900646e-05,-3.994007420e-04,-1.282419115e-01,-1.649923615e-05,1.098538723e-05,-1.334939804e-02,3.628133796e-03,-4.078172060e-05,5.766259506e-02,-2.488758582e-05,3.456039727e-01,-1.136602089e-02,3.382819891e-02,1.541740149e-01,1.229257668e-05,4.625679553e-02,-5.469550160e-05,-5.979094567e-05,1.958793774e-02,-3.234345058e-05,-4.214188721e-06,-3.007714264e-02,-7.184058428e-02,-5.051494009e-05,8.955357969e-02,-6.869470963e-05,-9.378393739e-02,-3.808794171e-02,1.061447635e-01,-2.356829643e-01,-8.921550034e-05,-2.302994281e-01,-3.864757673e-05,-4.781883399e-05,2.033673823e-01,3.494775956e-05,-9.981939365e-05,-2.837373875e-02,-8.396276087e-02,3.349434701e-05,-6.618531048e-02,6.159537861e-06,-5.161025524e-01,-1.495673805e-01,-3.849628195e-02,-9.406301379e-02,-8.515861555e-05,3.267776072e-01,-1.127734067e-04,-1.987505675e-05,-1.843657196e-01,-9.956109352e-06,-1.131479949e-04,-3.191715851e-02,1.134799123e-01,-1.481536456e-04,-3.485966101e-02,-3.732866389e-05,5.584198236e-02,1.675191671e-01,-1.539332718e-01,-2.110745944e-02,-1.668362893e-05,-2.759816647e-01,-7.734442988e-06,-3.673181054e-04,-1.258273274e-01,-5.045422949e-05,-7.601320976e-05,8.390647918e-02,-5.816554278e-02,-3.848215783e-05,-1.026792899e-01,3.240325168e-05,-5.742744356e-02,-2.032083087e-02,-8.805776387e-02,-1.412457973e-01,-5.814755059e-05,-2.124610096e-01,-8.486849401e-05,-2.201281022e-04,-4.906697199e-02,7.619107782e-05,-2.039943320e-05,4.653644562e-02,-6.095756590e-02,1.073197200e-05,-6.095292792e-02,-4.642609565e-05,-1.933103949e-01,-1.577707976e-01,2.145888656e-01,-2.567107677e-01,9.927626706e-06,-1.990520656e-01,-1.052427397e-04,2.015363680e-05,2.368433177e-01,-2.852372518e-06,-1.123529146e-04,1.021176204e-02,-1.121767983e-01,-2.091318129e-05,2.035657614e-01,-4.915171667e-05,5.495632812e-02,-1.258057654e-01,-1.316431463e-01,4.974916577e-01,-1.763645560e-04,4.821870923e-01,-1.120063171e-04,1.605211037e-05,-2.385768443e-01,-6.748359738e-05,-1.086833727e-04,-6.934475899e-02,2.056668401e-01,-1.801257749e-04,-7.599534839e-02,-3.909353472e-05,-1.264359150e-02,2.722576857e-01,-4.738711566e-02,-2.962804437e-01,1.731085285e-05,-2.039143592e-01,-6.476348062e-05,-4.724020837e-04,-3.643847629e-02,1.720738328e-05,-3.728194497e-05,6.218619645e-03,-1.329226196e-01,1.939421600e-05,-1.808166504e-01,-3.375258893e-05,6.006150320e-02,5.370903015e-02,-1.211065203e-01,-2.067746073e-01,-3.542943159e-05,-1.147754341e-01,-9.293510811e-05,-1.724453759e-04,-2.442476898e-02,3.123338684e-05,-7.782509783e-05,-5.796390586e-03,9.258200973e-02,-1.134394988e-04,-1.101399139e-01,-4.851827180e-05,-1.563637704e-01,-1.139998510e-01,3.484461308e-01,-3.235805035e-01,-3.750699034e-05,-3.181766272e-01,-1.328322378e-05,-1.284968166e-04,8.833622187e-02,-2.519946247e-05,-2.730151209e-05,-8.138546348e-02,-2.159083337e-01,-5.176416380e-05,2.375136465e-01,-4.467318649e-05,-1.474720687e-01,-2.132626623e-01,-1.213336512e-01,6.788032651e-01,-6.786674203e-05,4.838894308e-01,-6.885555194e-05,1.905046665e-04,-9.681446105e-02,-8.783788508e-05,-1.819585304e-04,3.179267049e-02,-2.425303869e-02,-1.055589091e-04,-9.643586352e-03,-3.817816832e-05,3.538661078e-02,2.419931740e-01,-1.583660990e-01,-3.452524841e-01,2.126473191e-05,-1.840995997e-01,-2.568743002e-05,-4.753450048e-04,-5.433709174e-02,-1.895481000e-05,-2.564624629e-05,4.905416816e-02,4.712701961e-02,3.341554111e-05,-2.319323421e-01,-2.566693547e-05,1.217378452e-01,5.789453536e-02,-9.987989068e-02,1.052502636e-02,2.470947220e-05,3.650022298e-02,-1.816581243e-05,-8.577433618e-05,-2.932231314e-02,-1.998025800e-05,-4.002602873e-05,6.776889414e-02,2.679159120e-02,-1.738282008e-04,2.026876956e-01,-7.129415462e-05,-1.940056384e-01,-9.780491143e-02,3.640202284e-01,-1.947481334e-01,-4.455047929e-06,1.691299863e-02,4.722098311e-06,-1.471233554e-04,1.228198782e-01,-1.727425456e-06,-1.629162398e-05,-6.312263012e-02,-1.046450809e-01,-2.082492210e-05,-8.467435092e-02,-6.169834523e-05,-1.808880419e-01,-2.820176184e-01,-2.238661647e-01,2.867031991e-01,-1.392777485e-04,-2.272631740e-03,-1.767894428e-04,9.457779379e-05,-1.652413756e-01,-7.994064799e-05,-7.817271398e-05,-2.943137195e-03,-1.320205033e-01,-9.251771553e-05,-1.138271093e-01,-4.558574437e-05,4.484829679e-02,2.904302478e-01,-9.266924113e-02,-2.991967797e-01,-6.011018741e-06,-1.844000369e-01,-6.188957923e-05,-4.512889427e-04,-1.561367791e-02,2.612250319e-05,-2.761364340e-05,-8.143986575e-03,1.093391180e-01,-1.918767339e-05,-1.183114499e-01,4.705906395e-05,4.157395661e-02,3.777826950e-02,-2.679647505e-02,-7.757221814e-03,-8.461996003e-06,-7.434251159e-02,2.112287575e-06,-2.101294813e-04,-2.073279619e-01,-2.535153362e-05,5.106700337e-05,5.389478803e-02,-9.652226418e-02,-7.301340520e-05,-1.585171521e-01,-1.175956422e-04,-1.389286518e-01,-2.495064735e-01,2.709810138e-01,-1.057814807e-01,-4.233479922e-05,-7.301392406e-02,-1.228416477e-05,-1.365218195e-04,2.242455035e-01,-5.327300460e-05,-1.076235494e-04,-1.249822509e-02,1.122343242e-01,-4.012167847e-05,-2.326038852e-02,1.444244936e-05,-4.491542652e-02,-1.299392730e-01,-2.182547748e-01,1.438959390e-01,-1.219602709e-04,2.114688158e-01,-2.123614831e-04,1.704353199e-04,-5.866041407e-02,-5.895556751e-05,-1.088478311e-04,-4.024482146e-02,-4.071058333e-02,-1.315531554e-04,-1.108141150e-02,-7.432100392e-05,-6.605572253e-02,3.101378083e-01,-7.833453268e-02,-2.270949036e-01,-1.260784029e-05,-1.973396689e-01,1.500510007e-05,-3.467223432e-04,-4.542679712e-02,3.252627266e-06,-4.161377728e-05,-7.577733602e-03,-7.555852830e-02,-6.972124538e-05,7.856303453e-02,-7.667356113e-05,-5.930029601e-02,7.364419103e-02,-4.812193662e-02,-4.608680680e-02,-2.013443554e-05,6.489270926e-02,-9.704092372e-05,-1.319130242e-04,-1.437732279e-01,6.786018275e-06,9.931575732e-06,8.989756554e-02,-1.537361145e-01,-7.799180821e-06,7.086424530e-02,-9.745353964e-07,-2.312029898e-02,-1.861535907e-01,1.658359319e-01,-4.085269943e-02,-2.218317968e-05,-1.006913111e-01,-1.116046988e-04,-1.501296647e-04,2.176247388e-01,1.964048170e-05,-2.069011680e-05,-4.212039337e-02,1.241188571e-01,1.723275273e-05,6.199956872e-03,-6.532901898e-05,-6.520667579e-03,-2.136865705e-01,-2.772788107e-01,-3.628709354e-03,-8.542797150e-05,-3.456072882e-02,1.983108632e-05,9.210840653e-05,-6.825423986e-02,-2.550773570e-05,-5.061682896e-05,-5.551277474e-02,7.704168558e-02,-2.250775724e-04,5.064437911e-02,-1.051849176e-04,-1.193754524e-01,2.946440279e-01,1.071534380e-01,-1.062079296e-01,1.838115736e-06,-6.280331314e-02,9.523673725e-06,-3.917914291e-04,-9.267199785e-02,-1.750609590e-05,-1.087813434e-04,1.241659280e-03,-1.479316950e-01,-2.468729326e-05,-2.419034690e-01,-7.839241152e-05,-2.366194502e-02,2.769619226e-01,-1.097043157e-01,-2.254480729e-03,-7.563153486e-05,-9.991268069e-02,-5.211549069e-05,-1.638937247e-04,1.175312847e-01,1.701182191e-05,-1.099514557e-04,1.137524098e-01,-1.732042059e-02,-8.265684301e-05,-9.800875187e-02,-1.336464338e-04,2.418568358e-02,-3.721258342e-01,2.487485558e-01,5.203505512e-03,-2.957836659e-05,-3.289522976e-02,-1.284649770e-04,-8.842725219e-05,-2.580088750e-02,-4.823587369e-05,-4.644449655e-05,-1.028905958e-01,-5.347395688e-02,-1.687187178e-04,9.999749810e-02,-2.097417200e-05,4.397214390e-03,-2.369769365e-01,-1.025681868e-01,7.096861023e-03,-6.410526112e-05,2.352238446e-02,-1.029362611e-04,7.297746197e-05,-1.537819952e-01,-7.393780834e-05,-5.087650425e-05,-1.339252293e-02,2.044641823e-01,-5.047138984e-05,-6.411689520e-02,-9.809265612e-05,-2.132986486e-01,3.005986512e-01,-8.884572238e-02,-2.067202628e-01,-4.734807590e-05,-2.396991849e-02,-8.237187285e-05,-3.116140142e-04,-2.526994608e-02,-2.804414180e-05,-1.387014208e-06,-3.838855308e-03,-2.341701239e-01,3.364004078e-05,-5.203553289e-02,-3.865598046e-05,-5.333079398e-02,2.897977233e-01,1.270054877e-01,-1.013971791e-01,-8.992329822e-05,-3.604444861e-02,-3.208258931e-05,-2.321114152e-04,8.809415251e-02,-3.918090806e-05,-1.329652878e-04,2.162359804e-01,-7.805755734e-02,-6.442555605e-05,-3.529069247e-03,2.872328150e-05,-4.667511210e-03,6.446133554e-02,-2.207520455e-01,2.926732600e-02,2.829620462e-05,-2.654089592e-02,-3.333944551e-05,-1.064446697e-04,-1.511181891e-01,-5.700995098e-05,-2.836513704e-05,-2.352299169e-02,-1.574137211e-01,-9.568811220e-05,2.088639326e-02,-1.533922659e-05,-8.277976513e-02,-3.717338443e-01,-1.207090169e-01,-6.182454154e-02,-5.250015965e-05,5.082158372e-02,-1.415576662e-05,1.426185627e-04,-2.701859223e-03,-1.035035311e-04,-6.819899863e-05,-1.268501133e-01,3.701974750e-01,-1.586591534e-04,2.365204273e-03,-4.873461148e-05,-6.761939824e-02,-1.400967035e-02,1.620938778e-01,-6.278475374e-02,4.197660019e-05,-1.213978902e-01,-1.006891034e-04,-4.108178255e-04,-2.155697532e-02,2.307875002e-05,1.532900787e-04,-7.225523889e-02,-2.352790087e-01,-9.161556591e-06,-1.339443028e-01,-4.833464845e-05,3.155479580e-02,-1.866803020e-01,-2.159072459e-01,4.204840213e-02,2.112027505e-05,2.018587198e-03,4.582446127e-05,-8.159391291e-05,-2.018183768e-01,-5.625658378e-05,-6.648001727e-05,1.107753664e-01,1.962063834e-02,-5.116094690e-05,-7.153038681e-02,-2.905502879e-05,-4.344479530e-04,-3.150298595e-01,2.318253219e-01,-6.739775836e-02,-7.183277194e-05,-6.959225982e-02,-1.874801092e-04,-2.301161876e-04,8.152023703e-02,6.770198524e-05,2.437991498e-05,-6.802973896e-02,-1.748519838e-01,6.408876743e-06,6.915491074e-02,-8.702153718e-05,-7.723005861e-02,3.836271167e-01,-2.455952577e-02,-6.817708910e-02,-5.056347072e-05,-3.711976483e-02,-1.027072503e-04,1.217381505e-04,1.403762251e-01,-4.621396511e-05,-1.407871168e-04,9.693431109e-02,2.529581189e-01,-8.178727876e-05,-5.614862218e-02,-8.153144881e-05,-1.621800065e-01,8.645360917e-02,-4.377311096e-02,-1.032229289e-01,-2.371367918e-05,-2.858684584e-02,-8.153064846e-05,-3.416304826e-04,-1.072211266e-01,-7.609021122e-05,-7.584794366e-05,-1.462131441e-01,-1.980928481e-01,-2.780585601e-05,-5.561546981e-02,-8.845770935e-05,-7.179393619e-02,3.272749111e-02,-8.685145527e-02,-1.702518575e-02,-2.251060323e-05,2.589297481e-03,-1.044048331e-04,-5.513998258e-05,-2.150273025e-01,4.609935058e-05,-1.317309361e-04,9.561609477e-02,-8.795557171e-02,1.339919709e-05,-2.941488475e-02,-3.021534940e-05,2.034567064e-03,6.284224242e-02,2.208096385e-01,-8.593036979e-02,-5.344164674e-05,-6.996484846e-02,-6.790962652e-05,-1.334411645e-04,1.008438691e-01,-5.799002247e-05,2.223940828e-05,1.305678743e-03,-5.928518996e-02,-1.546929561e-04,6.372361630e-02,-2.454746937e-05,3.535167128e-02,-4.088756740e-01,-1.199284568e-01,-8.341312408e-02,-1.208559988e-04,-3.700485826e-02,2.220236456e-05,2.793504427e-05,1.314043552e-01,-5.263990897e-05,-4.813710621e-05,-4.085315764e-02,2.161998451e-01,-7.545064727e-05,2.207046375e-02,-1.404154900e-04,-1.739540100e-01,2.817406654e-01,-6.650812924e-02,-1.034086570e-02,-1.398003951e-04,-2.883901261e-02,-1.059440910e-05,-3.874793183e-04,-1.044488922e-01,4.606934817e-05,-6.920925080e-05,-6.260637939e-02,-1.694984585e-01,-4.756120234e-06,-1.705045998e-01,-2.073117321e-05 +thresholds = -8.334378600e-01,-1.261232495e-01,-2.096365392e-01,-7.869757414e-01,-7.410887047e-04,-5.328649879e-01,-9.065833874e-04,-2.283184789e-03,-3.490323424e-01,-4.651137278e-04,-7.106803823e-04,-2.584034391e-02,-4.020535052e-01,-1.028232276e-03,-4.567101598e-01,-7.473938749e-04 +weights1 = -1.819139905e-02,-1.091102585e-01,-1.133532375e-01,5.959846079e-02,2.107448643e-03,5.751036108e-02,-8.095049858e-02,9.344272316e-03,2.736908756e-02,8.977802098e-02,1.608021110e-01,-4.899191484e-02,8.130861819e-02,-2.440979891e-02,2.085171081e-02,6.650850177e-02,-6.197236106e-02,2.109692805e-02,1.455353349e-01,2.312926799e-01,-2.713504247e-02,-4.174274951e-02,9.368611127e-02,1.428721547e-01,5.701604113e-02,-8.836270869e-02,-2.794972435e-02,9.133860469e-03,9.618396312e-02,4.391284287e-01,1.340215653e-01,3.863422871e-01,1.236783620e-02,8.020343632e-02,1.164173856e-01,-3.064174019e-02,-8.996889740e-02,-1.348454207e-01,7.352477312e-02,7.449233532e-02,5.546353757e-03,-1.297716647e-01,7.231018692e-02,-1.460614502e-01,-1.484997105e-02,3.888917621e-03,-2.805751190e-02,-8.004077524e-02,-6.220151857e-02,1.547571924e-02,9.674941748e-02,1.083052158e-01,-5.059986934e-02,1.596380491e-03,5.942783318e-04,1.123513803e-01,6.682167202e-02,1.968774386e-02,-2.961369790e-02,-3.214522451e-02,1.060063578e-02,1.068946719e-01,3.588696569e-02,1.902596653e-01,-4.961463436e-02,1.150359288e-01,6.022996083e-02,-1.203241795e-01,3.220182657e-02,1.659989506e-01,-6.997779757e-02,-3.175482154e-02,1.203072444e-01,-1.488631032e-02,-1.242346466e-01,-5.131861195e-02,-1.335360408e-01,-1.168310409e-03,-1.018966436e-01,-1.138177738e-01,8.433660865e-02,-3.402327374e-02,-8.375497162e-02,-1.706978381e-01,3.634628281e-02,2.716440335e-02,-3.981260583e-02,-1.643362045e-01,5.159562826e-02,4.939495586e-03,2.569335699e-02,9.727046825e-03,9.808832407e-02,-1.440457851e-01,3.421900794e-02,-1.776980907e-01,-3.236292303e-01,-4.065715149e-02,-9.825754166e-02,-2.983714454e-02,1.712639332e-01,-5.610293895e-02,3.290268779e-02,-4.694505408e-02,6.612721086e-02,-1.438053977e-02,-1.387372911e-01,-1.139739901e-01,-2.489132583e-01,-2.497211285e-02,-1.201295108e-01,8.249165118e-02,-1.970507018e-02,3.011074662e-02,-8.801242709e-02,-1.350219101e-01,5.005234107e-02,1.178690940e-01,-9.216532111e-02,-2.832521796e-01,5.861407612e-03,-9.491554461e-03,2.049733326e-02,-1.689178683e-02,-4.884227738e-02,-2.681325972e-01,7.085421681e-02,-1.649091989e-01,1.358605921e-01,-6.720688194e-02,-5.433141440e-02,9.858078510e-02,-4.188566282e-02,8.084014989e-03,2.024101317e-01,-3.033851832e-02,-5.159726739e-02,-7.178145647e-02,-1.174732950e-02,-1.017891522e-02,1.793332547e-01,-3.625203099e-04,-1.195143014e-01,2.071494795e-02,-9.384938329e-02,3.571999446e-02,1.303048581e-01,4.186852276e-02,1.316149253e-02,-7.327000611e-03,2.602126822e-02,3.854073286e-01,-4.591149464e-02,-1.089297161e-01,7.414419670e-03,1.619110629e-02,3.583497927e-02,-1.902135462e-02,-7.242568582e-02,-8.041841909e-03,1.055450886e-01,-1.799258217e-02,5.970888957e-02,2.856022306e-02,-1.421438903e-02,-1.155093387e-01,-8.514061337e-04,-9.721770883e-02,1.688455977e-02,-1.337849647e-01,2.032305859e-02,-4.675070196e-02,9.989775717e-02,-9.101402760e-02,3.553175926e-02,-1.206790283e-01,-3.407349810e-02,-5.167809874e-02,7.556124032e-02,-1.628918690e-03,-2.587604150e-02,-1.111217588e-01,-2.721895278e-02,2.449076064e-02,-6.834468246e-02,1.918515563e-02,-6.694546342e-02,3.414267674e-02,-5.725910142e-02,-2.402484417e-02,-6.163266487e-03,1.694093272e-02,2.356653810e-01,9.017962217e-02,-6.315215677e-02,-1.880170219e-02,2.384014614e-02,-1.381304860e-01,1.605132222e-02,-7.738780975e-02,-7.695664465e-02,4.124667868e-02,1.289855093e-01,5.773010850e-02,2.704769075e-01,2.062266879e-02,-3.879329935e-02,-3.197944909e-02,3.718136624e-02,6.072992831e-02,1.455055326e-01,6.836923957e-02,-9.466397762e-02,-2.134654373e-01,-1.145293843e-02,-8.964838460e-03,-8.532623947e-02,-1.086463686e-02,-2.117951773e-02,-8.041532338e-02,-1.212392971e-01,3.221069872e-01,2.023439296e-02,1.352760196e-01,8.552150428e-02,-1.686575413e-01,5.739956349e-02,6.472255290e-02,-5.043424666e-02,-1.465469450e-01,-2.150204591e-02,-1.103146151e-01,5.246003717e-02,6.185971573e-02,2.071288787e-02,3.500324092e-04,6.468415260e-02,-7.971340790e-03,1.205828637e-01,-1.242691930e-02,-5.970531702e-02,-1.317493916e-01,4.835689813e-02,1.647404023e-02,-1.130304039e-01,2.414342598e-04,-1.016064063e-01,2.760489844e-02,-4.958866164e-02,8.003135026e-02,8.063232526e-03,-1.335848356e-03,1.140405387e-01,1.722649038e-01,6.041596085e-02,6.914038677e-03,-4.431326315e-02,-3.384860232e-02,2.417464182e-02,-9.077865630e-02,-8.333410323e-02,-8.547757566e-02,4.607188329e-02,1.520151049e-01,-4.371815175e-02,-6.696744263e-02,5.331409350e-02,-5.953852087e-02,1.314215362e-02,-1.517346203e-01,-7.004310936e-02,-1.095341444e-01,5.641986430e-02,-2.027108148e-02,4.425093532e-02,-1.208039839e-02,-1.604043879e-02,-2.461414784e-02,-1.354166772e-02,-8.031412214e-02,-1.796814054e-02,3.301089630e-02,-9.570734948e-02,7.583893836e-02,4.690809548e-02,-1.471782029e-01,-9.003906511e-03,-7.914096117e-03,-1.172549874e-01,-2.070486918e-02,-2.365213633e-02,-9.418055415e-03,1.600584388e-01,3.892300278e-02,-3.849156946e-02,3.650049120e-02,5.909304321e-02,-1.073106378e-01,-8.348682523e-02,-9.244092554e-02,-2.560901688e-03,-5.225288123e-02,1.597838360e-03,-1.522546820e-02,5.680968612e-02,6.088653207e-02,6.358386576e-02,-2.560453303e-02,7.430375367e-02,9.449719638e-02,1.492342055e-01,-6.856101751e-02,3.942161426e-02,1.273741014e-02,4.833710939e-02,-3.084386000e-03,1.738364808e-02,-2.389880829e-02,-7.378923893e-02,-1.324537247e-01,1.955125034e-01,-1.830394566e-01,-1.537531912e-01,-1.686745510e-02,-1.137337759e-01,-1.767900437e-01,9.172374010e-02,5.496326089e-02,1.527231373e-02,3.516791388e-02,-9.161756188e-02,4.480138049e-02,1.947569102e-01,-1.293070763e-01,-2.984412946e-02,-1.210189331e-02,-5.233659595e-02,3.336349130e-02,1.926804334e-01,-6.074408069e-02,-8.204387128e-02,-7.270423323e-02,5.852610245e-02,-2.549080551e-02,-5.732513592e-02,8.249811083e-02,5.914396606e-03,7.903487422e-03,-8.389087766e-02,3.009003103e-01,-4.346895590e-02,9.513488412e-02,1.352257933e-02,-9.792718291e-02,-9.394274093e-03,2.073095739e-01,-7.669184357e-02,-1.755773649e-02,-4.562151060e-02,7.416554540e-02,7.423774153e-02,2.602347732e-02,-3.174154088e-02,4.460166208e-03,2.730838489e-03,-2.571889758e-02,4.333965946e-03,-6.365878880e-02,1.965818554e-02,2.107585073e-01,-4.884647205e-03,5.076655746e-02,8.727179468e-02,-7.670531422e-02,-6.308260839e-03,1.324249804e-01,2.546170168e-02,-1.468032897e-01,1.300062053e-02,-8.769409359e-02,7.027974725e-02,7.086772472e-02,-3.936225176e-02,4.114846885e-02,3.168995725e-03,1.855258085e-02,3.249140084e-02,1.704457030e-02,1.616954058e-02,1.508322824e-02,-2.088133711e-03,-8.590015769e-02,4.444558546e-02,-5.601088703e-02,2.259582747e-03,9.535825253e-02,-5.582007766e-02,4.545768723e-02,-2.575362334e-03,-1.013824195e-01,-7.523726672e-03,1.299202144e-01,1.143486425e-01,-2.748100832e-02,-1.535356324e-02,-7.488775998e-02,9.616471827e-02,-6.254097074e-02,-9.799347026e-04,2.638805658e-02,9.887595475e-02,4.663447291e-02,-8.110730350e-02,-1.246625185e-01,-4.727176204e-02,-5.280186236e-02,-1.183103472e-01,-4.429273680e-02,4.561506584e-02,1.159685403e-01,2.731420472e-02,-1.506989729e-02,-1.107464805e-01,3.601310402e-02,5.448298156e-02,3.096653521e-02,1.002548113e-01,1.128985211e-01,-1.037967131e-01,-4.138283059e-02,-4.585551098e-02,5.215903372e-02,7.764918357e-02,-6.367557496e-02,1.353518069e-01,-1.424010843e-01,-4.046995565e-02,-6.711822748e-02,-8.996379375e-02,1.979655474e-01,-6.583934277e-02,-1.338121444e-01,-4.040610790e-02,-4.313570913e-03,7.502562553e-02,2.114068568e-01,6.776379794e-02,-5.091025308e-02,-5.462071300e-02,-4.966939986e-02,1.231954172e-01,-2.621662244e-02,1.197034121e-01,-2.355897129e-01,6.562100723e-03,1.212358773e-01,-6.868153811e-02,-4.082456231e-02,5.330563709e-02,-5.087036639e-02,-8.381443098e-03,-7.094351947e-02,-5.466317385e-02,1.008211821e-01,1.896056347e-02,1.057516783e-01,3.172852471e-02,1.282321662e-02,-4.724103585e-02,-7.972709090e-02,4.645982385e-02,7.668710500e-02,7.339626551e-02,-4.351483285e-02,-3.970379755e-02,-6.248513982e-02,1.333982646e-01,5.834658071e-02,-7.843841612e-02,-9.692588449e-02,-3.171328828e-02,-2.167378180e-02,-6.268641353e-02,-6.888152659e-02,-1.200461667e-02,1.769715361e-02,9.761244804e-02,5.833915249e-02,2.006299235e-02,2.761746943e-02,-3.668235987e-02,-1.073606536e-01,8.370643109e-02,1.266869307e-01,1.652630977e-02,-2.957490645e-02,-9.181400388e-02,-2.334399149e-03,1.228020713e-01,1.103253514e-01,1.178486943e-01,-7.109874487e-02,1.312802285e-01,-1.218894646e-01,9.083706141e-02,-1.729844138e-02,-3.922977671e-02,2.885743603e-02,1.376751624e-02,1.011706796e-02,1.611077040e-01,2.075300924e-02,9.717796743e-02,-1.700727940e-01,3.935677465e-03,-9.621305019e-02,-3.589504212e-02,-3.598465025e-02,-1.540288627e-01,1.840620069e-03,5.009112880e-02,6.355774403e-02,1.543325186e-01,3.683090582e-02,1.993831843e-01,9.901041165e-03,-7.253258675e-02,9.651520103e-02,-1.078025773e-01,1.850925684e-01,1.192379743e-01,1.084334478e-01,3.570031747e-02,1.891560107e-02,-2.508962713e-02,2.195955217e-01,-7.859186828e-02,-8.977556229e-02,-1.047342569e-01,4.858286306e-02,4.716157541e-02,7.448262721e-02,-7.748600561e-03,1.043218896e-01,5.586834997e-02,-1.379592158e-02,2.900905907e-02,5.218120664e-02,4.965204746e-02,-9.323851019e-02,-7.526758313e-02,-8.903258294e-02,-7.072301209e-02,-5.948641524e-02,-8.434949070e-02,8.895462006e-02,1.352734491e-02,-1.021207049e-01,1.627774984e-01,4.330090061e-02,-2.155451290e-02,-3.611229360e-02,-1.580997836e-03,-3.129991516e-02,-1.392850131e-01,-7.640652824e-03,7.969507016e-03,7.196436822e-02,1.057090145e-02,-6.141066924e-02,-4.846278206e-02,2.021313645e-02,-2.111482434e-02,-1.011067033e-01,2.717216499e-02,4.400410876e-02,1.817703992e-02,4.849699885e-02,3.491050377e-02,-5.880185589e-02,-1.896585524e-01,-3.592431173e-02,1.321332604e-01,-7.448524237e-02,5.056603998e-02,6.527115405e-02,-3.581345454e-02,3.549323604e-02,-5.006681755e-02,1.380028874e-01,-1.951294206e-02,1.296658441e-02,-1.104732901e-01,5.697339308e-03,3.764860705e-02,-3.035905398e-02,-6.099614501e-02,-4.820884019e-02,-2.357907826e-03,1.735674292e-01,-4.170953855e-02,-7.040751725e-02,2.844368480e-02,3.684913740e-03,1.217871904e-01,9.942838550e-02,-1.123605072e-01,4.278144799e-03,-3.359812871e-02,-3.068003431e-02,1.704375148e-01,-2.303114533e-02,-3.172744811e-02,-8.980597556e-02,-9.643838741e-03,8.779121190e-02,-1.039711386e-02,-2.737057954e-02,1.372659951e-02,3.792081401e-02,7.832861692e-02,6.410662085e-02,2.571512386e-02,6.141719595e-02,4.737994075e-02,1.419789940e-01,-6.859765947e-02,6.372666359e-02,1.570818275e-01,-7.780861109e-02,7.528536022e-02,4.597589746e-02,1.224933863e-01,-3.233376518e-02,-2.988312021e-02,4.602067638e-03,2.340025082e-02,-5.169933662e-02,8.016980439e-02,3.170082718e-02,1.263751276e-02,-5.748762563e-02,2.425515838e-02,3.275905177e-02,-5.201743543e-02,-4.161473736e-02,-1.036070809e-01,4.539885744e-02,-9.253082424e-02,1.050075144e-01,-7.532160729e-02,-3.708592802e-02,-1.270145774e-01,-1.010373980e-02,4.242298380e-02,-3.911808506e-02,-4.649271443e-02,-1.811202057e-02,-5.491063744e-02,1.247478500e-01,1.038742289e-01,3.288892284e-02,-5.212628841e-02,5.113280192e-02,4.189032130e-03,-1.490371116e-02,-7.640173286e-02,1.685584150e-02,1.071436855e-04,6.771426182e-03,-3.170750663e-02,-1.030473411e-02,-1.427448839e-01,9.319601208e-02,6.127229705e-02,-2.302745543e-02,1.538893301e-02,6.591586769e-02,1.134930849e-01,-7.010360062e-02,-1.113311481e-02,3.327614814e-02,6.479018833e-03,-1.578507759e-02,1.357667521e-02,-1.144052967e-01,-4.996838421e-02,-8.094610274e-02,9.108596295e-02,4.885554686e-02,3.896308318e-02,-7.567460090e-02,1.480517983e-01,1.169338170e-02,-2.089914493e-02,6.431198865e-02,-1.979603618e-02,3.320965171e-02,-1.905397475e-01,6.317706406e-02,6.805671751e-02,7.271434646e-03,-5.864369869e-02,7.913620770e-02,1.055374858e-03,1.815974712e-02,3.044778295e-02,-3.262745589e-02,3.264554543e-03,5.621720105e-02,-3.547279537e-02,4.981380701e-02,-2.176617086e-02,6.831499189e-02,-1.430645287e-01,2.743629739e-02,-1.024344638e-01,-6.337983161e-02,-4.673720524e-02,2.072699182e-02,-3.132603690e-02,2.494356036e-02,-1.371888369e-01,-3.096254356e-02,6.619582325e-02,1.617933810e-02,-1.592122018e-02,-1.484254748e-01,9.065449983e-02,-1.139101610e-01,6.304271519e-02,4.770676792e-02,-3.543499112e-02,-2.004976124e-01,-2.812131541e-03,-1.942579448e-01,-4.941022024e-02,4.428601637e-02,1.116327792e-01,-5.376487970e-03,-3.050131723e-03,-1.455043107e-01,-7.405810803e-02,2.075762115e-02,-1.060932525e-03,-3.268462047e-02,9.734492004e-02,8.264188468e-02,9.250965714e-02,7.345480472e-02,-1.021667719e-01,1.398484260e-01,-2.707012929e-03,-4.751067236e-02,-2.574299648e-02,8.324878663e-02,-1.262711436e-01,-2.245030925e-02,-1.045545861e-01,-3.535294440e-03,6.117051467e-02,-1.192668173e-02,-3.509322880e-03,-4.205157235e-02,1.860751957e-02,2.463792562e-01,1.263675094e-02,7.259996235e-02,1.157559529e-01,-1.827325299e-02,-1.370407343e-01,-6.252697855e-02,2.989076264e-02,-4.006186128e-02,8.243951201e-02,-7.254887372e-02,-4.765526205e-02,4.226135090e-02,-3.436017781e-02,2.040307783e-02,-5.339573836e-04,1.351944506e-01,-9.684793651e-02,-3.018669784e-02,-7.972867042e-02,-6.622191519e-02,4.306453839e-02,1.672300845e-01,1.114116088e-01,3.944539279e-02,-3.838171065e-02,-3.044364415e-02,-9.514439106e-02,-6.130056828e-02,-5.639667436e-02,1.307147462e-02,-1.258113980e-01,3.183178902e-01,1.025318876e-01,1.560104042e-01,1.019893363e-01,6.574520469e-02,-1.529763192e-01,1.064283773e-01,-7.624454796e-02,-1.782869399e-01,2.320027165e-02,1.030417979e-01,-8.528430015e-02,-5.400215834e-02,-1.058310568e-01,-1.557453256e-02,1.093792766e-01,-1.394378394e-01,-8.360261470e-02,-9.717893600e-02,-9.722860530e-03,8.144692332e-02,1.197392493e-01,-1.227858826e-03,2.949714288e-02,-1.464094408e-02,1.152049005e-01,1.075647771e-01,-5.753736198e-02,1.499395352e-02,-9.239107370e-02,2.445109561e-02,7.648625225e-02,5.454247445e-02,3.728268668e-02,3.049146198e-02,3.658720851e-02,8.816913515e-02,2.281999961e-02,2.202943712e-02,-2.217426151e-02,1.034839451e-01,-3.573413566e-02,-8.486059308e-02,-3.839179408e-03,9.702311456e-02,8.179175109e-02,8.551875129e-03,-1.219230071e-01,6.313104928e-02,-8.444850147e-02,1.482251100e-02,-1.355003798e-03,-2.440121956e-03,-5.336124450e-02,-3.607932106e-02,2.139598131e-02,8.105906099e-02,-4.266365990e-02,-5.335891992e-02,6.343397498e-02,-8.614783734e-02,7.667140663e-02,8.863230795e-02,1.114047170e-01,-1.695726416e-03,-8.165545762e-02,-4.715858027e-03,6.457715482e-02,-6.087663770e-02,1.001946926e-01,-4.300582409e-02,4.939346761e-02,7.440906018e-02,-1.540281717e-02,-9.515391430e-04,-1.424001306e-01,-1.712571532e-01,5.331552401e-02,1.616648771e-02,-9.302131832e-02,-3.036645707e-03,-1.204012856e-01,-2.615190297e-02,-8.076427132e-02,3.541879356e-02,-6.081570312e-02,-5.205485597e-02,-1.545632035e-01,-5.368119478e-02,-2.077401243e-02,-4.280870408e-02,-7.122079842e-03,-1.741098985e-02,5.805400014e-02,1.118293256e-01,5.455823243e-02,-4.427837953e-02,7.857119292e-02,8.647459745e-02,1.167553067e-01,7.552921772e-03,-4.688620567e-02,2.404155955e-02,-9.100110829e-02,7.274751551e-03,2.808372676e-02,-3.141962737e-02,-5.505284294e-03,2.102234028e-02,3.887971863e-02,-3.244344145e-02,1.338427663e-01,-9.964714199e-02,-9.328863770e-02,1.063385513e-02,8.962996304e-02,6.226551719e-03,1.589168608e-01,3.868981823e-02,5.662749335e-02,-1.055268422e-01,4.809801653e-02,1.269183159e-01,-3.474262357e-02,-7.252829522e-02,-2.502523735e-02,-6.696632481e-04,-7.111644838e-03,2.595775425e-01,1.986246556e-02,5.955007672e-02,2.712930553e-02,-1.198351830e-01,-7.044072449e-02,-1.384389251e-01,-3.377512842e-02,-7.916408777e-02,9.963073581e-02,8.878583461e-02,-4.656340182e-02,-4.486654699e-02,6.161949411e-02,1.215059217e-02,8.514656126e-02,-4.690108821e-03,-9.989794344e-02,-9.445144236e-02,9.453521669e-02,-2.783267200e-02,1.941625215e-02,2.052820753e-03,2.133630961e-02,-1.660460085e-01,-4.311414808e-02,8.257653564e-02,-5.291084293e-03,-4.861230776e-02,5.399794877e-02,-2.170679346e-02,-3.154483438e-02,1.345048696e-01,6.504685432e-02,1.405324936e-01,7.008092105e-02,-4.459760338e-02,1.023098547e-02,-1.284240633e-01,1.558324397e-01,-5.270481110e-02,1.259205956e-02,-3.538745642e-02,1.128276736e-01,-7.715656422e-03,2.299427800e-02,-1.132488474e-01,1.609474234e-02,-8.588329656e-04,1.056672484e-01,-1.245702207e-01,4.551629536e-03,7.746659685e-03,-7.333003730e-02,-2.252166346e-02,1.520523150e-02,-1.081092060e-01,1.606403105e-02,-5.626749247e-03,-8.130338043e-02,1.839587092e-02,1.033239253e-02,7.165095210e-02,6.479589641e-02,8.359033614e-02,9.865775704e-02,-7.133015990e-02,-2.220353344e-04,3.074712865e-02,4.790684674e-03,4.699613154e-02,5.125952512e-02,8.649402857e-02,-1.516453805e-03,1.956516877e-02,9.773087502e-02,-1.885509491e-02,-1.191733871e-02,4.182187095e-02,2.946577594e-02,-2.000609227e-02,-3.349317238e-02,-6.796137989e-02,-4.223072901e-02,7.303715497e-02,-7.120416313e-02,5.895565450e-02,5.787388887e-03,-6.263761967e-02,1.344104111e-02,-3.994810581e-02,1.398516819e-02,-7.684831321e-02,9.562876076e-03,-2.531925589e-02,4.354892671e-02,-6.736750714e-03,3.802597150e-02,-5.261277780e-02 +biases1 = -6.204640865e-02,7.726131380e-02,-1.319621038e-02,-6.179021439e-04,3.543424606e-02,5.242410302e-02,-4.914698005e-02,-2.583337773e-04,-6.497788429e-02,-2.553676628e-02,-4.023585469e-02,4.391841590e-03,2.491417527e-02,5.512610078e-03,0.000000000e+00,1.030089427e-02,7.588063926e-02,-7.664050162e-02,2.909980156e-02,-2.407099903e-01,-2.839760110e-02,-5.901829153e-02,-4.898103070e-04,-4.083785694e-03,2.758717723e-02,-2.042031847e-03,7.625161856e-02,-4.060817882e-03,4.654435907e-03,-2.588213384e-01,-5.945242569e-02,-2.713961303e-01 +weights2 = 2.079842389e-01,-5.512988567e-02,2.810424753e-02,-1.790274680e-02,2.062359592e-03,-1.638801843e-01,-1.057606339e-01,4.673488904e-03,9.275564924e-03,5.409934744e-02,2.282136828e-01,-5.936083570e-02,2.597915232e-01,-2.839170396e-02,5.411544815e-03,2.650036849e-02,-1.464360207e-02,2.815837599e-02,1.798533052e-01,2.727262378e-01,-5.654506385e-02,7.999972999e-02,3.530467674e-02,2.995404005e-01,-4.727599397e-02,-1.733519486e-03,-2.146225795e-02,-3.905617446e-02,-7.753437757e-02,5.150833130e-01,1.043216288e-01,4.051136076e-01 +biases2 = -1.773119420e-01 diff --git a/params/D00137.001.txt b/params/D00137.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cc5116a4f07b5f179df95326dbe95b18710016f --- /dev/null +++ b/params/D00137.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 4.685685411e-02,-2.557163825e-03,-3.489143637e-05,-3.166938946e-02,2.906154841e-02,-8.374213241e-03,-1.189499721e-01,1.631486703e-05,-3.432790935e-02,-3.756764904e-02,-2.652060175e-05,-1.110407636e-01,-1.117781028e-01,-3.247166023e-05,4.652343341e-05,8.519224077e-02,-5.418337882e-02,9.873204865e-03,-4.348071889e-05,6.219077390e-03,-4.578420892e-02,1.397477183e-02,8.189690113e-02,6.293375191e-05,-3.110418841e-02,6.561795622e-02,-2.040952313e-05,4.801784828e-02,6.373152882e-02,-2.137352203e-05,-6.306530122e-05,-1.324324962e-02,-3.665471822e-02,-6.365774572e-02,1.734741272e-05,-4.741219804e-02,-5.388212204e-02,-7.927997410e-02,4.624982923e-02,-5.586542102e-05,4.979937524e-02,-3.005297855e-02,-6.553147978e-05,-1.811364345e-04,1.003991216e-01,2.083754589e-05,-2.094150841e-05,-7.385263592e-02,-5.465596914e-04,2.167220786e-02,5.008938024e-05,-6.675503403e-02,-2.608075924e-02,3.982722387e-02,-9.429044276e-02,2.681094338e-05,-1.881711930e-02,-3.010960110e-02,3.811437637e-06,1.430916693e-02,-1.358110458e-01,1.075235705e-04,8.136806173e-06,-2.920406125e-02,-2.031329460e-02,1.096448768e-02,5.794603203e-05,4.970299546e-03,6.943750381e-02,2.733583935e-02,-6.951652467e-02,-2.808484351e-05,-5.069848150e-03,1.249190606e-02,5.023911217e-05,4.165747017e-02,-6.169535592e-02,7.015280426e-05,3.576088784e-05,2.640340924e-01,-8.113502525e-03,-4.481337499e-03,-3.582055433e-05,-2.872050926e-02,-4.840429872e-02,-1.216086447e-01,5.300211720e-03,-2.905370275e-05,-7.968748920e-03,4.426545277e-02,-1.025164238e-05,-7.686460018e-02,-1.249803901e-01,-8.166736734e-06,1.756931054e-13,-1.479322463e-01,1.441050880e-02,-6.233500317e-02,4.160937351e-06,-3.470330313e-02,-8.806739002e-02,2.002875507e-01,-4.231516272e-02,3.350942643e-05,8.798116446e-02,-5.688277632e-02,2.305946083e-07,-3.288456053e-02,-6.321320683e-02,-1.217886074e-05,-4.711349902e-05,-1.139792725e-01,-3.056700714e-02,2.113362774e-02,-2.202850192e-05,-8.121187240e-02,-2.961972356e-02,-1.399553120e-01,2.127498575e-02,-3.284757895e-06,-1.093211770e-01,-3.214017674e-02,3.326403385e-05,1.924274676e-02,1.664683968e-01,-3.724944236e-06,-2.850179328e-07,-3.334370628e-02,4.233416170e-02,2.910953574e-02,3.481287058e-05,-1.195380557e-02,1.958834007e-02,1.337185353e-01,-1.304206252e-02,-8.149243058e-07,8.723067120e-03,1.917882822e-02,5.873876580e-05,3.514542431e-02,-7.051624358e-02,1.432299996e-05,3.393725137e-06,-6.300681084e-02,-3.906396776e-02,-2.132999711e-02,-2.490760562e-05,-1.332338341e-02,-8.550318331e-02,-6.387901306e-02,-1.906334236e-02,7.531884330e-05,1.343495864e-02,4.059442505e-02,-2.788005077e-05,-1.277005672e-02,-7.961203903e-02,3.730171329e-06,-1.974235784e-05,-4.030793160e-02,-3.500679974e-03,-7.632713765e-02,1.032136242e-05,-4.063996673e-02,-5.084784329e-02,-3.666542843e-02,1.756654121e-02,-2.161436896e-05,4.215339944e-02,-5.661129579e-02,-3.499078957e-05,-3.052128246e-03,2.039675415e-01,-6.966758519e-05,-3.140895933e-05,1.861230284e-01,-4.426430538e-02,3.377200663e-02,1.174352383e-05,-7.366619259e-02,2.012694627e-02,-6.713553518e-02,-7.081048936e-02,-1.853697177e-05,-9.871695936e-02,-3.538598493e-02,-2.837770990e-05,-6.817095727e-02,-1.373352706e-01,3.061437383e-05,7.295564137e-05,-1.139555573e-01,4.756767303e-02,4.336438701e-02,4.501845251e-05,8.206059225e-03,6.275584549e-02,-8.404600620e-02,-4.530843720e-02,-8.506286395e-05,-3.805741668e-02,-1.927533932e-02,1.613950917e-05,2.544723265e-02,1.941266507e-01,3.517714140e-05,-2.913554475e-14,3.796762526e-01,-1.548486650e-01,-4.189674184e-02,-7.962524251e-06,-5.164307076e-03,-1.453450769e-01,-1.145681143e-01,6.041988265e-03,3.416720574e-05,4.017493129e-02,4.258260503e-02,-3.009688953e-05,-5.399389192e-02,-7.368646562e-02,1.694978528e-05,-7.863714563e-05,-1.806224734e-01,7.361510396e-02,-8.515041322e-02,1.525969310e-05,-4.738901928e-02,-3.397298604e-02,2.438781559e-01,9.421005845e-03,1.154760139e-05,-3.506782232e-04,-7.467199117e-02,-3.186821777e-05,4.896297120e-03,-5.260203034e-02,9.803115972e-06,-6.106360524e-05,-1.081348807e-01,-1.095587853e-02,4.902558029e-02,-5.994481398e-05,-9.535595775e-02,1.995941810e-02,-7.922134548e-02,-5.532809347e-02,-1.651888488e-05,-3.615330160e-02,1.912884600e-02,2.766656507e-05,-2.512795664e-02,-1.513198018e-01,2.786125879e-05,-1.681925824e-05,-1.220366284e-01,-1.396221202e-02,4.014457017e-02,4.579754022e-05,-3.555488586e-02,8.968665265e-03,-2.368494868e-01,-2.438906021e-02,-1.098970188e-05,3.703990206e-02,7.220932096e-02,5.254631105e-05,2.562705055e-02,-4.653152078e-02,-7.422606723e-05,5.067314487e-05,5.992447585e-02,-3.950338438e-02,-3.737735376e-02,-1.172962948e-05,3.690231219e-02,-1.450992376e-01,-1.096461862e-01,-2.449407801e-02,6.939606465e-06,4.856025055e-02,-9.147394449e-03,-6.081237007e-05,-3.136072680e-02,-7.054235041e-02,-3.104792631e-05,-2.871728975e-05,1.697949171e-01,-8.150467277e-02,-9.807820618e-02,-3.450860459e-05,-7.874757797e-02,8.209881373e-03,-6.462817639e-02,-3.549650311e-02,6.507379567e-06,-6.885820627e-02,-1.550263613e-01,-2.642557956e-05,-4.664404690e-02,7.836224884e-02,-1.818206329e-05,-9.213610610e-06,-2.666249275e-01,9.037739784e-02,6.066965312e-02,-5.227748989e-05,-6.225752085e-02,3.139940649e-02,3.771851361e-01,-8.592623053e-04,2.248239070e-06,-5.115753412e-02,5.979464576e-02,4.246597018e-05,3.537719604e-03,-4.469705746e-02,1.028737188e-05,-2.047746966e-05,5.692463368e-03,-1.081666648e-01,4.049404711e-02,3.154618025e-05,-8.683384396e-03,1.291756779e-01,-1.682718843e-01,-4.413008690e-02,-2.268938442e-05,1.655838266e-02,9.338054806e-02,2.626360583e-05,5.155967921e-02,-1.178329661e-01,-2.834518909e-06,1.152447203e-05,1.288840771e-01,8.075943589e-02,-1.058533937e-01,1.573132067e-05,-4.617884755e-02,-1.630667150e-01,3.103597462e-01,-1.101337653e-02,1.482936227e-06,1.465799566e-02,-8.777739853e-02,3.076328358e-05,-6.828419864e-02,6.071619689e-02,-9.243461250e-07,6.250297133e-07,-1.699762605e-02,7.876385748e-02,-7.372798026e-02,-1.202364456e-05,-7.156604528e-02,2.513484564e-03,-1.498460472e-01,5.076303706e-02,-2.871440665e-05,-4.864079505e-02,-1.555277556e-01,-1.532458737e-05,6.566771120e-02,-1.685485803e-02,2.311475509e-05,-1.039929771e-06,-1.322772652e-01,-9.593468904e-02,1.043422818e-01,3.313501111e-06,-1.318521611e-02,-6.529065222e-02,-2.625133842e-02,-8.089605719e-02,-3.058286893e-05,-1.694736071e-02,1.176177785e-01,-2.728215259e-05,-9.760305285e-02,-9.489557706e-03,2.817578024e-05,6.823156127e-06,-1.071053278e-02,-5.439912155e-02,2.587535419e-02,3.948553058e-05,-3.638319671e-02,-3.551621689e-03,-2.594685853e-01,-8.163816482e-02,-5.657956717e-05,8.105683327e-02,1.043844819e-01,3.985672811e-05,1.043849811e-02,-1.277558506e-01,-2.187415703e-05,4.037383042e-05,5.789130554e-02,-1.400467455e-01,-7.152175158e-02,-5.622893514e-05,-5.061339214e-02,-3.095865063e-02,3.069665283e-02,2.039236948e-03,4.304856702e-05,-1.684572175e-02,-6.762044877e-02,-7.631006156e-05,-5.944676697e-02,6.281922758e-02,-3.216167534e-05,-6.047097031e-06,-1.192203164e-02,3.322980106e-01,-8.142496645e-02,-5.026647705e-05,-8.206893504e-02,5.078252777e-02,2.147379071e-01,2.069047093e-02,3.490356676e-06,-1.087760702e-01,-2.958924472e-01,-5.707605396e-06,7.439556718e-02,-1.001847209e-03,-1.671027894e-05,-3.557500895e-05,-6.884893775e-02,-1.823869795e-01,9.225501120e-02,5.893631169e-06,2.936548926e-02,-1.128782853e-01,-1.993337274e-02,-2.627751604e-02,3.783545992e-07,1.021513715e-02,2.269062847e-01,-5.924800917e-06,-7.422681153e-02,-1.756395400e-02,9.470588338e-06,-1.945028271e-05,-8.388629183e-03,-2.585262358e-01,9.517110884e-02,6.390030467e-05,3.350005299e-02,3.213372454e-02,5.843802914e-02,-3.614389338e-03,-3.557850869e-05,9.346429259e-02,1.166414842e-01,2.856693754e-05,-2.452778257e-02,-1.379619092e-01,-4.545689808e-05,-2.235401007e-05,9.360809624e-02,3.741131350e-02,-1.587856561e-01,-2.451239743e-05,-1.471257955e-01,-1.815447025e-02,1.306142509e-01,4.493370652e-02,4.105896733e-05,-6.564704329e-02,-1.013898179e-01,-4.211298437e-05,1.118363813e-01,1.150837094e-01,-4.709803306e-06,1.429459007e-05,-8.344303817e-02,-2.171062380e-01,-8.727492392e-02,-6.831823703e-05,-4.867865518e-02,2.929656021e-02,-2.462897897e-01,1.015186775e-02,-4.117711433e-05,-1.334130764e-01,-3.136669993e-01,-1.124142182e-05,-2.194767743e-01,-4.255922139e-02,1.790835449e-05,-4.699754936e-05,-3.347903118e-02,3.937263489e-01,1.162273809e-01,2.658407357e-05,2.263100259e-02,-1.398035437e-01,2.325616591e-02,-1.367642879e-01,-2.202443738e-06,7.117595524e-02,2.661689520e-01,-1.094924573e-05,8.334848285e-02,-1.808858849e-02,2.940914419e-05,-2.898447201e-05,-7.790477015e-03,-2.524878979e-01,9.740937501e-02,7.533874304e-05,7.439918816e-02,4.275114462e-02,-2.854290046e-02,1.403213479e-02,-4.064496898e-05,1.248141378e-01,1.983693391e-01,-2.543831215e-05,-1.265506297e-01,-4.655533284e-02,-1.370958398e-05,2.067901914e-05,6.153429300e-02,4.073239565e-01,-1.327106208e-01,-9.170488738e-06,-8.845433593e-02,-4.164936766e-02,-9.224933386e-02,1.245799437e-01,-1.125829476e-05,-2.167434990e-02,-2.200302631e-01,-7.825801731e-06,-2.176027596e-01,-1.803698838e-01,-1.624771721e-05,-4.170831380e-05,-6.076056883e-02,-1.060651243e-01,-1.176296473e-01,-2.852084799e-05,-7.012667507e-02,3.541052341e-02,1.163294390e-01,-1.176121607e-01,4.229734259e-05,-2.530231774e-01,-2.361633629e-01,4.478368282e-06,3.655605912e-01,1.632633954e-01,4.569958492e-06,-4.758118666e-05,-3.384833410e-02,-9.341131151e-02,1.182490662e-01,1.797924597e-05,-5.544451624e-02,-1.331350207e-01,-2.952777781e-02,-1.063227877e-01,-2.405427949e-05,1.154595539e-01,2.256764919e-01,3.871626905e-05,-7.018490136e-02,-1.974949613e-02,-1.424338461e-05,-2.999130265e-05,1.821768354e-03,-1.154250205e-01,1.396080703e-01,2.147361192e-05,-1.130147874e-01,1.039664354e-02,-1.478301268e-02,-1.871957928e-01,-9.171527608e-07,2.023081928e-01,-1.484251618e-01,3.877982817e-05,-1.148793697e-01,-8.720904589e-02,7.219619874e-05,2.924844011e-05,5.035123602e-02,-2.459945716e-02,-1.927989572e-01,-5.824262189e-05,-1.510062665e-01,-5.420750752e-02,-8.105541766e-02,-1.351317912e-01,5.457232328e-05,-2.078815550e-01,1.017467976e-01,-6.552743434e-05,3.637724519e-01,3.518228233e-02,4.223999372e-09,-6.444206520e-07,-5.244655907e-02,8.093114942e-02,-1.343664229e-01,-7.918959454e-05,2.569752634e-01,9.568008594e-03,2.409172617e-02,3.473252058e-01,-1.699559107e-05,-1.653628051e-01,1.614128500e-01,-3.264897487e-06,-4.615910351e-01,-7.558997255e-03,4.426112719e-05,-2.273982682e-05,-3.686474636e-02,1.452552062e-02,1.528418213e-01,1.196640460e-05,-1.325670630e-01,-6.246301159e-02,3.774053976e-02,-1.103622913e-01,2.214797314e-05,1.366111487e-01,-1.468320936e-01,2.638624608e-07,1.639463753e-01,-2.388629131e-02,7.304544852e-06,1.391731712e-05,7.851045579e-03,-2.620333619e-02,1.122584864e-01,1.972658356e-05,-1.243829504e-01,-2.706280723e-02,-3.406917304e-02,-1.877585948e-01,1.067801168e-05,-1.790589094e-01,-1.581674092e-03,-3.895028931e-05,-2.014187723e-01,-5.316011608e-03,-1.623757635e-05,-3.468714203e-05,8.125552535e-02,-1.441091448e-01,-1.669505686e-01,-4.651524068e-05,-1.494792402e-01,-1.249389499e-01,4.926718399e-02,2.862479389e-01,5.312805115e-06,1.320290715e-01,-1.251858771e-01,1.168014842e-05,-3.896947205e-01,5.398337543e-02,-2.083723771e-08,2.740528544e-05,-4.254657403e-02,1.509306580e-01,-1.772880256e-01,-5.409824371e-05,3.147112429e-01,1.411478519e-01,-1.158505604e-01,-1.466461569e-01,-6.792811291e-07,-6.122246012e-02,8.406459540e-02,-1.148118008e-05,3.861921430e-01,-3.270509094e-02,-4.106042979e-06,-3.430511060e-05,-1.029057354e-01,-2.519934624e-02,1.971429586e-01,2.613849938e-05,-1.805585325e-01,-8.582036942e-02,6.674577296e-02,-3.712357953e-02,-8.417945537e-06,7.375962287e-02,1.042584796e-02,2.011708966e-05,1.561945975e-01,-9.939883649e-02,-5.708049230e-06,-2.262484850e-05,3.295134753e-02,1.836522669e-02,1.869112700e-01,6.861257862e-05,-1.787614077e-01,-1.166461594e-02,-1.722544990e-02,-6.272308528e-02,-1.071559907e-07,1.897052526e-01,9.615334123e-02,1.368542326e-05,-1.163371727e-01,-5.157767981e-02,-3.180586646e-05,2.917125494e-05,8.895621286e-04,-2.271346003e-02,-1.921153665e-01,-7.310169167e-05,-1.670902371e-01,-1.965696365e-01,1.085681282e-02,1.406786591e-02,-4.695957159e-06,-2.107002139e-01,-9.940093011e-02,-3.233482857e-05,4.265380502e-01,-3.271615878e-02,1.745798363e-05,-2.678601595e-05,-5.286116898e-02,-7.614508271e-02,-2.572627664e-01,-4.379820894e-05,3.849790096e-01,2.491950542e-01,3.488652036e-02,-2.840333618e-02,-3.976897034e-08,-7.329685986e-02,7.163648028e-03,2.868767660e-05,-3.991081417e-01,8.144528419e-02,3.109799582e-05,-5.152908852e-05,-3.550991043e-02,3.595582396e-02,2.276250571e-01,3.091265171e-05,-1.787412465e-01,-1.376489550e-01,-6.259700656e-02,-8.139079437e-03,-3.655464752e-05,5.997337773e-02,-3.618139029e-02,-4.407980305e-05,3.998753801e-02,-8.062812686e-02,1.462332693e-05,1.326366419e-05,5.631626397e-02,1.277717110e-02,1.927880049e-01,3.863703114e-06,-1.407756358e-01,-1.526947021e-01,-6.308118999e-02,-1.298436970e-01,-4.830254693e-05,5.282087252e-02,6.471747905e-02,4.483042358e-05,-1.063438877e-01,-6.072031707e-02,3.168498006e-05,-1.288360454e-05,7.901184144e-04,-1.610192284e-02,-1.643491536e-01,-1.771547068e-05,-1.148662120e-01,-1.085308641e-01,1.100502629e-02,-1.017360464e-01,1.706915464e-05,-1.140206680e-01,-2.825874649e-02,-3.168590774e-05,-2.686743066e-02,-1.465904526e-02,-2.872398727e-05,-2.913133721e-05,-2.387173846e-02,-2.595948614e-02,-2.874788046e-01,-4.345832713e-05,3.157801926e-01,3.110904098e-01,-1.015006378e-02,2.871099114e-01,2.793276872e-05,-7.108505815e-02,-4.667042941e-02,9.538485756e-06,1.602608263e-01,2.030262165e-02,-5.312291250e-05,-2.179786497e-05,-2.376737446e-02,-1.533258520e-02,2.243258953e-01,-4.091346909e-06,-1.997713298e-01,-1.465572417e-01,2.820553258e-02,-1.407701671e-01,-2.786301593e-05,9.787194431e-02,-2.203480341e-02,-1.095815151e-05,-7.590621710e-02,-2.838003077e-02,-7.149275916e-06,3.614234083e-05,1.575160399e-02,-2.360534482e-02,2.143069208e-01,-5.307733227e-05,-1.466520578e-01,-1.511621922e-01,-4.964159802e-03,-8.118324727e-02,-8.201326273e-05,-3.915926814e-02,5.495384336e-02,3.367902173e-05,-1.118698157e-03,-6.754222512e-02,3.695373744e-05,-2.104431815e-06,-3.174506361e-03,3.139621392e-02,-1.956403553e-01,-4.073415039e-05,-1.364970021e-02,-8.738683391e-05,-2.394837886e-02,1.498252749e-01,4.863720096e-05,-1.329278946e-01,-2.672423236e-02,2.328388109e-05,2.549616806e-02,3.736539930e-02,-9.775078070e-06,-3.317221490e-05,-4.628635943e-02,1.839274354e-02,-1.985075176e-01,-3.086682045e-05,2.359714955e-01,2.234672308e-01,-2.949770354e-02,-3.822378814e-02,8.013922525e-06,4.590505734e-03,-5.247182027e-02,-3.285180719e-05,-5.680859089e-02,-6.549392827e-03,-3.431218283e-05,-3.034229394e-06,-1.228419971e-02,-7.072288543e-02,1.450542510e-01,3.844163439e-05,-2.152356207e-01,-1.687891632e-01,2.442709357e-02,-1.156621724e-01,-2.055352525e-05,1.330387741e-01,-7.877457887e-03,-4.409702888e-05,-1.638943888e-02,-4.677978531e-02,-2.876904182e-05,1.215490647e-05,3.058295883e-02,-2.407065034e-02,-1.497074962e-01,3.405874668e-05,-4.972461611e-02,-7.297314703e-02,-1.395834144e-02,-1.706389040e-01,-2.170365406e-05,5.873779207e-02,4.319625720e-02,3.913215551e-06,-1.904038154e-02,-6.749087572e-02,-1.845330007e-05,-4.837904271e-05,-2.992279455e-02,-2.842923393e-03,5.761257187e-02,-3.018722236e-05,-3.898580372e-02,4.993133713e-03,6.032390054e-03,8.781084418e-02,9.486749150e-06,-1.035036892e-01,-2.638449706e-02,-7.128302059e-06,-1.124683861e-02,1.027690433e-02,-7.316174106e-06,-5.205839625e-05,-3.006976284e-02,-2.216968499e-02,1.583356708e-01,-1.241220343e-05,1.046942994e-01,8.274006844e-02,-3.876869753e-02,2.894066647e-02,-4.022305075e-05,4.003054649e-02,-5.721440539e-02,-3.236486737e-05,2.862180583e-03,7.213003933e-03,-4.496984548e-05,-2.325396235e-05,7.187030860e-04,4.456347786e-03,-1.009713262e-01,-9.299950761e-06,-1.555745453e-01,-1.115805954e-01,1.265425608e-02,-3.149548918e-02,1.508434889e-05,-2.957317978e-02,8.200030774e-03,-1.297179369e-05,-2.132332325e-02,-3.344595060e-02,5.029184467e-05,-2.405435771e-05,2.808606252e-02,3.971477225e-02,6.314576417e-02,5.402867100e-05,-5.730274692e-02,-3.180839866e-02,1.315858564e-03,-8.506045491e-02,2.189650331e-05,-6.687645800e-03,7.341998070e-02,3.925779311e-05,5.470833741e-03,-8.617723733e-02,6.848802514e-06,-2.080589911e-05,2.248328092e-04,-5.027403310e-02,-7.742399722e-02,-2.280097760e-05,5.805407465e-02,6.620485336e-02,-2.394154854e-02,-3.441388160e-02,4.558766523e-05,-5.924455076e-02,-5.522920564e-02,9.423185475e-06,-4.861608520e-02,1.308253501e-02,-5.638121820e-06,-1.254708786e-05,-5.259206984e-03,3.144763876e-03,-4.524797946e-02,-6.267683784e-05,-7.754585240e-03,-3.233718500e-02,-5.565170944e-02,6.202539429e-02,-5.589083230e-06,5.293923616e-02,-5.843733251e-02,1.037595666e-05,-8.593671955e-03,1.760946587e-02,-2.133957241e-05,1.421799425e-05,-3.815820068e-02,-3.712340072e-02,2.480062470e-02,-4.885434919e-06,-1.326828748e-01,-9.867845476e-02,4.442247003e-02,-2.779047936e-02,-8.008669283e-06,-2.140491642e-02,7.952455431e-03,2.109304842e-05,2.860627603e-03,-2.797355875e-02,-8.249078746e-06,7.470548098e-06,1.202078070e-02 +thresholds = -1.783280671e-01,-1.389365047e-01,-4.133517723e-05,-5.586133599e-01,-3.866264224e-01,-1.358052939e-01,-3.410062194e-01,-3.735275823e-05,-1.376203299e-01,-1.289063543e-01,-5.597716518e-05,-1.953363121e-01,-3.338381350e-01,-9.886565385e-05,-1.329412771e-04,-1.246796101e-01 +weights1 = 2.760704458e-01,2.461907268e-01,-3.480412960e-01,7.963016629e-02,-2.169970337e-08,-2.179443737e-09,-6.296356916e-01,-1.244348809e-01,-4.008238316e-01,-5.784781277e-02,2.737123668e-01,2.523027360e-01,3.989160061e-01,6.990177184e-02,9.460476846e-09,1.434863894e-09,-2.261464447e-01,-1.182449535e-01,-3.244320750e-01,-2.043533698e-02,-1.209883038e-08,-7.671615343e-09,3.139967620e-01,4.930432737e-01,3.297955990e-01,3.770167753e-02,-1.058310772e-06,-1.111309178e-08,-5.747892828e-09,1.121341509e-08,-2.786309421e-01,-6.352627277e-02 +biases1 = -2.025754377e-02 +weights2 = +biases2 = diff --git a/params/D00138.001.txt b/params/D00138.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..f278e83a1860ab12924dfdac9e117f2d4fe8f2a1 --- /dev/null +++ b/params/D00138.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -4.735939950e-02,6.758403033e-02,-3.334589768e-03,-2.508018538e-02,-9.378423542e-02,7.438997179e-02,-1.845013499e-01,7.718634605e-02,1.943420433e-02,2.355103642e-01,9.884414077e-02,1.148105115e-01,7.322896272e-02,-5.784979090e-02,-1.207440393e-03,6.705769151e-02,-2.318804562e-01,-2.076188475e-01,-1.354583204e-01,7.457974553e-02,-2.559519932e-02,-4.081490636e-02,-4.252346978e-02,-1.672452837e-01,-6.751193851e-02,-7.701743394e-02,-1.738589955e-03,-6.234173104e-02,-1.616196781e-01,3.967710957e-02,-8.134332485e-03,2.548613958e-02,-3.560673073e-02,-1.759749502e-01,3.755404428e-02,-1.279571652e-01,7.223901898e-02,-1.900273114e-01,1.202032790e-01,-8.882869780e-02,-1.331742406e-01,-8.727262914e-02,-1.354249865e-01,-1.588511914e-01,-1.743150353e-01,-1.995460391e-01,-3.967756033e-02,-4.488691688e-02,-9.446878731e-02,-7.797697932e-02,-3.553265706e-02,-1.878938377e-01,-5.513742566e-02,-1.873661280e-01,-6.317362655e-03,-2.506539784e-02,-1.360048652e-01,-1.856914759e-01,-1.784831136e-01,-7.822602987e-02,1.632557064e-02,-1.272910535e-01,-7.735823840e-02,-1.624550372e-01,1.726154820e-03,2.989288652e-03,3.660037741e-02,-1.985553652e-02,-1.653359383e-01,1.166400965e-02,-1.772157103e-01,1.197617576e-01,-8.697658032e-02,-3.544538915e-01,6.216694042e-02,-8.777649701e-02,-7.217374444e-02,1.305786241e-02,5.844647437e-02,-1.751339436e-02,-1.020894870e-01,-1.456940323e-01,-1.063244715e-01,2.394250967e-02,1.888291910e-02,-1.644629389e-01,-1.607120410e-02,-1.419205815e-01,-8.077780716e-03,1.897840053e-01,-6.545353681e-02,8.637166768e-02,-1.429849416e-01,-1.113662124e-01,-8.235245198e-02,2.374297939e-02,-1.602682173e-01,-1.378529817e-01,-6.805057637e-03,-1.473199576e-01,6.654566526e-02,-8.812651783e-02,1.250757575e-01,-1.036963705e-02,-1.168764755e-01,-2.015233636e-01,-1.304619908e-01,-3.206261694e-01,-2.664624453e-01,-2.213591784e-01,1.164808776e-02,-1.005788371e-01,-1.488734186e-01,-1.135586575e-01,-6.063067541e-02,-1.227033734e-01,-2.263208292e-02,-1.027967334e-01,-4.439200833e-02,-1.708807647e-01,-1.048030853e-01,2.513067126e-01,-8.284334838e-02,1.373245567e-01,2.349864841e-01,-2.576470934e-02,-1.134972870e-01,-2.060405910e-02,-1.641337276e-01,-9.029556811e-02,1.047417894e-02,-3.958922345e-03,-2.024566829e-01,-3.893385455e-02,-1.147699505e-01,-8.427336812e-02,7.134336978e-02,2.443587482e-01,3.668940067e-02,1.187907681e-01,3.022047579e-01,4.586105049e-02,2.491109073e-01,6.742321700e-02,8.670421690e-02,6.012212951e-03,-9.743226320e-02,1.045484282e-02,5.721206311e-03,-1.537402812e-02,-4.235389084e-02,-2.637742460e-02,-9.473800659e-02,-1.172112077e-01,-6.921601295e-02,-9.218048304e-02,-4.544649422e-01,-1.557253115e-02,-1.177390963e-01,6.818651408e-02,-1.843947321e-01,-2.942061424e-01,3.643723950e-02,-1.702567190e-01,8.624769747e-02,-1.607102454e-01,1.163496524e-01,-8.154172450e-02,-1.157946959e-01,-6.794361770e-02,-8.953786641e-02,-2.286133468e-01,1.015852392e-01,-2.049907297e-01,-6.930982322e-02,-9.375174344e-02,-1.477913857e-01,-1.530640572e-02,-8.639734238e-02,-1.027276218e-01,7.923474535e-03,-1.284395605e-01,-7.223386317e-02,-1.163776498e-02,-1.777918935e-01,-1.736886352e-01,-9.453643858e-02,1.712617464e-02,-1.954676807e-01,-1.708418131e-01,-1.882545650e-01,-1.566894352e-01,-2.647139877e-02,-1.429409627e-02,4.063121043e-03,3.309569880e-02,-1.987181455e-01,-4.828825593e-02,-1.320580840e-01,-1.067081187e-02,-3.888279200e-01,4.854701459e-02,7.328387816e-03,1.841796488e-01,-3.170708120e-01,-2.700462937e-01,3.609501421e-01,-1.544700563e-02,1.400579959e-01,-2.076855861e-02,-7.932800055e-02,3.373287618e-02,4.166230559e-02,3.556147218e-02,-2.342755161e-02,-9.625888616e-02,1.122931987e-01,-3.591537848e-02,-7.718396932e-02,-1.777801961e-01,2.721146308e-02,-4.935744777e-02,-1.988365948e-01,2.264158800e-02,-3.305514753e-01,-2.303393036e-01,6.416820735e-02,-2.303076237e-01,2.928660065e-02,-1.299192160e-01,9.125493467e-02,-2.519162931e-02,-1.010602117e-01,-2.106684074e-02,-1.150812581e-01,-1.666033119e-01,-3.895492554e-01,-3.106988072e-01,1.782462932e-02,-7.259362191e-02,-1.919312477e-01,-1.282678246e-01,-1.256501228e-01,-1.023703367e-01,2.580650896e-02,-2.012361437e-01,-4.921753332e-02,-7.162657380e-02,6.100026891e-02,-1.062207744e-01,-3.153912723e-02,-2.427509613e-02,4.330650866e-01,2.850417197e-01,-3.061523139e-01,-4.907077551e-02,-1.610111892e-01,-7.016020268e-02,-1.868546195e-02,5.572512746e-02,-2.788114250e-01,-1.609273851e-01,-1.279855031e-03,9.239921719e-02,3.235815167e-01,-1.553047681e-03,-1.616111398e-02,-2.371488214e-01,4.604665935e-01,3.971579075e-01,5.310007334e-01,5.706891790e-02,1.171358377e-01,3.085106146e-03,-1.147271171e-01,7.665716857e-02,7.158356905e-02,-1.040790323e-02,-7.666705549e-02,-9.585332870e-02,-3.881947100e-01,1.814665645e-02,2.376764081e-02,2.321302891e-02,-2.004234791e-01,-5.634115338e-01,-2.978543043e-01,6.781610847e-02,-2.228363603e-01,-1.664982289e-01,6.660628319e-02,-3.136225343e-01,6.504134834e-02,-7.684998214e-02,4.239992797e-02,-8.997105062e-02,-2.208284102e-02,-3.262929618e-02,-1.187419966e-01,-3.104810715e-01,-2.419109493e-01,-6.417316198e-02,2.188130170e-01,-7.284796238e-02,-1.426817328e-01,-1.600242108e-01,-7.035864145e-02,-8.478933573e-02,4.018857330e-02,-9.550546110e-02,-7.760441303e-02,-1.103613228e-01,-2.303016931e-01,-9.812508523e-02,-1.052792519e-01,3.401728868e-01,-2.645478845e-01,-1.150243431e-01,-5.781289339e-01,-1.667178422e-01,3.943742514e-01,1.867032796e-02,5.410286598e-03,1.185146719e-01,-2.769909501e-01,3.623753414e-02,-1.700259373e-02,-6.064342801e-03,-4.685027599e-01,8.118829131e-02,1.576503180e-02,3.027421832e-01,-8.996102214e-02,-4.192679524e-01,4.211397171e-01,-2.555993386e-02,-3.660911322e-01,-4.657915980e-02,-3.747245669e-02,-4.790047556e-02,3.981423564e-03,-8.580508083e-02,-5.407948419e-02,-1.015129983e-01,1.709777117e-01,6.974281371e-02,9.397326410e-02,-1.111184135e-01,-1.200016439e-01,-1.159471497e-01,-4.093840122e-01,4.025029764e-02,1.977919973e-02,-1.617546678e-01,-1.324937120e-02,-3.059105575e-01,1.054481491e-01,-1.135138944e-01,7.034998387e-02,-1.109498441e-01,-2.688383162e-01,-3.833068162e-02,-1.519231796e-01,-2.409979999e-01,-6.479028612e-02,-4.294354618e-01,1.333893538e-01,-1.865475252e-02,-4.577439129e-01,-2.042435557e-01,-9.155703336e-02,-3.018615022e-02,6.535410881e-02,-1.803917438e-01,-1.122322008e-01,1.439309958e-02,2.498188913e-01,-2.270122170e-01,-1.742347777e-01,-1.357088983e-01,2.849693224e-02,6.194178462e-01,-2.713222802e-01,-1.106476262e-01,-1.820743084e-01,2.028399706e-02,-5.466921628e-02,1.459091306e-01,-2.700689137e-01,4.327039048e-02,1.659448072e-02,1.503132004e-02,4.505229294e-01,5.637348071e-02,-3.591061011e-02,7.589020580e-02,1.067871042e-02,5.961078405e-01,2.697800100e-01,2.416119538e-02,1.872521453e-02,-8.213976026e-02,-2.111472636e-01,-2.062966377e-01,8.481206000e-02,4.731369019e-02,-1.287889332e-01,-1.442257762e-01,-6.558108926e-01,-3.453797847e-02,3.138376027e-02,-1.193308160e-01,-1.054749563e-01,-3.720744252e-01,-5.778787136e-01,7.390747964e-02,-1.214305609e-01,-1.003856063e-01,1.948307306e-01,-1.441840827e-01,4.836903512e-02,-1.991521269e-01,7.207122445e-02,-3.870569170e-02,-7.187180966e-02,-6.812036037e-02,-1.166075170e-01,-1.719672829e-01,-8.132284135e-02,-2.301704139e-01,1.707677990e-01,-7.191918790e-02,-1.247708499e-01,-2.313236296e-01,-6.562169641e-02,-6.122091040e-02,3.425835818e-02,-2.350523323e-01,-7.261276990e-02,-3.580253944e-02,-3.952855244e-02,-6.861533225e-02,-9.528046846e-02,3.036377393e-02,-6.985297799e-02,-3.391239643e-01,1.105264761e-02,-1.405800581e-01,-3.664774001e-01,-1.849470586e-01,8.760430664e-02,-7.680996507e-02,-4.123803675e-01,3.082823241e-03,-6.756612100e-03,7.867167890e-02,-5.025658011e-01,-3.969658166e-02,3.089649975e-02,-7.411572337e-02,-2.031219006e-02,-2.520390451e-01,7.003375795e-03,-1.613381132e-02,5.724688247e-02,6.504856795e-02,-7.346341736e-04,-1.293077916e-01,1.663611084e-01,-1.093383692e-02,-1.396388412e-01,-1.144250482e-01,-3.162134588e-01,-8.677240461e-02,2.018301375e-02,-6.991025060e-02,-5.391018465e-02,-8.858738095e-02,-4.071519673e-01,2.080976777e-02,-5.217756629e-01,-2.830003798e-01,-2.106175125e-01,-1.206457838e-01,4.929084703e-02,-1.862608492e-01,2.382735014e-01,-5.593510345e-02,-1.541655064e-01,-1.848365366e-02,-1.444590688e-01,-2.172068805e-01,-1.574244201e-01,-1.819995344e-01,-1.211806834e-01,-7.427211851e-02,4.217521846e-01,8.650286123e-03,-1.307257731e-02,6.077596918e-02,9.422621876e-02,-1.497156322e-01,-2.041107863e-01,-1.119720265e-01,6.557596922e-01,3.091209941e-02,-1.235399544e-01,1.765437275e-01,-1.505884342e-02,1.771241575e-01,3.951778412e-01,-4.504749179e-02,6.554957628e-01,2.957889736e-01,-9.759787470e-02,-3.332221508e-01,-4.523251951e-01,1.362090111e-01,1.403220296e-01,7.355685346e-03,5.998677015e-01,3.967478126e-02,5.763110891e-02,2.128443867e-01,9.853961319e-02,4.945156723e-02,-3.905368745e-01,1.458996558e-04,-6.006388068e-01,-2.812322378e-01,-2.056427747e-01,3.011360206e-02,1.966652721e-01,-2.931443453e-01,-2.159589231e-01,-1.283152103e-01,-3.903729022e-01,-8.583761007e-02,7.497425377e-02,-1.069433838e-01,-1.332679689e-01,-2.692560852e-01,3.934821784e-01,1.337883715e-02,-1.581019312e-01,-2.222518921e-01,1.746130884e-01,-4.395466149e-01,2.176318876e-02,-6.494461000e-02,-4.531967640e-02,9.387324564e-03,-2.890402973e-01,-4.504778888e-03,-2.253538668e-01,-3.164474070e-01,-1.554934233e-01,-2.390647680e-01,5.699598789e-02,-7.027740590e-03,-3.058994114e-01,-1.863174438e-01,-8.373132907e-03,4.766651392e-01,1.317931116e-01,-1.220346019e-01,8.165778592e-03,-9.219823033e-02,-2.371358126e-01,-6.360805780e-02,-1.236346960e-01,2.591807954e-02,-5.594807118e-02,1.132431030e-01,-1.862086654e-01,-1.211940199e-01,-3.321443498e-01,-6.286152005e-01,1.651947796e-01,6.065949798e-01,-4.859032333e-01,4.683085717e-03,-1.688326150e-01,-7.786427438e-02,-1.579917520e-01,1.892791316e-02,7.598342746e-02,1.791068763e-01,3.559226170e-02,4.991919175e-02,-3.848551586e-02,4.855236411e-02,-3.880183995e-01,1.220682114e-01,6.907118112e-02,-3.732700050e-01,1.833900064e-01,-3.745547235e-01,-1.698242426e-01,-1.126180589e-01,-5.876457319e-02,-1.139941514e-01,-8.895629644e-02,-7.097371668e-02,-1.943095177e-01,-1.536646932e-01,-2.563005984e-01,-8.858889341e-02,-3.939296305e-01,-4.114692211e-01,-3.467614055e-01,-1.386154145e-01,3.784653172e-02,1.189628318e-01,3.892646432e-01,1.079118252e-02,-3.786631823e-01,-1.213514525e-02,-1.654222012e-01,-2.223034054e-01,-8.131296188e-02,-1.106307581e-01,2.587556541e-01,8.704745770e-02,7.045521736e-01,5.244517326e-01,-2.443384193e-02,-3.606857359e-01,1.623677462e-01,-9.265897423e-02,-1.639096141e-01,-2.374383621e-02,2.783078849e-01,-7.506327238e-03,-3.810202703e-02,-7.018107176e-02,-6.326581351e-03,-1.312525421e-01,-9.054722637e-02,-1.618326157e-01,4.434459805e-01,5.178443193e-01,-3.257694542e-01,-1.472736001e-01,-2.243010253e-01,-5.175296068e-01,6.092793941e-01,3.901529312e-01,1.297015697e-01,1.369716879e-02,1.378166825e-01,-7.665485889e-02,-1.323941816e-02,-4.311170429e-02,-3.690575436e-02,3.870967031e-02,-5.012238026e-01,-7.247555852e-01,-3.098812997e-01,-1.887448430e-01,1.443106979e-01,1.855226010e-01,-1.399327070e-01,-3.297705054e-01,-2.896203995e-01,-1.062392220e-01,-2.717496753e-01,-4.528107122e-02,-2.651768923e-01,-2.574961483e-01,-9.915570170e-02,9.260018356e-03,-5.911221504e-01,-1.832669526e-01,4.895292819e-01,1.388775110e-01,-1.039139628e-01,-7.239137888e-01,-3.250798583e-01,3.185917139e-01,-1.583932787e-01,3.060553968e-02,-2.598969825e-02,-8.932648599e-02,-3.211262170e-03,-1.783163846e-02,-4.075014219e-02,6.095841154e-02,2.393703610e-01,-4.156192765e-03,9.398383088e-03,-6.868651509e-02,8.116850257e-02,7.124432921e-01,-2.573966980e-01,-5.830283761e-01,1.303175814e-03,-5.231963471e-02,-5.715114251e-02,2.684195526e-02,3.513982520e-02,-2.701194771e-02,5.024621636e-02,-2.234617025e-01,1.540389359e-01,-4.144500196e-01,-1.648401767e-01,-6.128310561e-01,-1.980648562e-02,7.983865142e-01,-1.064041555e-01,-3.538840711e-01,-2.279205918e-01,-6.765658408e-02,-3.815562129e-01,-8.827790618e-02,5.100633204e-02,-5.947378930e-03,7.641959004e-03,-9.696698189e-02,-2.903322875e-01,-4.104852676e-01,-1.848028973e-02,1.590933464e-02,1.117152274e-01,-7.829591036e-01,-3.878300488e-01,-5.438739434e-02,-2.667984962e-01,-1.180977002e-01,8.004522324e-02,-9.753171355e-02,-1.293918639e-01,-1.432493478e-01,-9.059881419e-02,6.561587006e-02,-3.193662167e-01,-3.696834445e-01,-4.686825573e-01,1.894556731e-01,-1.507555097e-01,2.863248885e-01,3.995789587e-01,7.572960854e-01,1.017288268e-01,6.121733785e-02,-3.108142316e-01,1.070648357e-01,-4.607357085e-02,-3.653310006e-03,-5.400073156e-02,1.862985641e-01,4.644243047e-02,8.006796837e-01,5.150221586e-01,1.416888237e-01,-4.325627536e-02,-6.451154351e-01,-1.833427325e-02,-5.529850125e-01,7.628821582e-02,1.010238938e-02,3.958919644e-01,-1.059831306e-01,-1.217213646e-01,-1.926861256e-01,1.070113387e-02,-2.695299983e-01,1.525959745e-02,8.110007048e-01,-5.615704656e-01,-1.719188243e-01,1.307188272e-01,-3.922087252e-01,-1.952364147e-01,8.051209450e-01,9.628812969e-02,-1.239792332e-01,5.328813195e-01,-2.451499254e-01,-2.996025421e-02,-2.942177951e-01,-2.319497615e-02,6.000832841e-02,-1.765098125e-01,-4.809828699e-01,3.949124515e-01,9.189187735e-02,4.483107943e-03,-4.936979413e-01,-3.584335744e-01,-3.557256758e-01,-1.685191989e-01,-1.297459155e-01,-4.675983489e-01,-4.825852439e-02,-9.471652657e-02,3.606471047e-02,6.093200669e-02,-3.888381422e-01,-2.697230577e-01,-3.899198771e-01,3.511371315e-01,-5.448998809e-01,-1.264953464e-01,-4.464225173e-01,2.163352370e-01,-2.954288423e-01,1.694401354e-01,1.861087680e-01,9.171994030e-02,4.245803058e-01,1.749121584e-03,2.916622460e-01,-1.674755104e-02,3.434806764e-01,2.195045166e-02,-3.344389498e-01,-3.212458491e-01,3.590478301e-01,-1.112409234e-01,9.887014031e-01,2.241470963e-01,-3.579628170e-01,-4.136761725e-01,-4.698679224e-02,-3.730845153e-01,-3.158588111e-01,-1.233334914e-01,-3.794658482e-01,-1.466962248e-01,-1.289982498e-01,-6.407374740e-01,1.292265058e-01,3.654861078e-02,6.246671081e-01,1.349405944e-01,9.255595803e-01,-3.740112484e-01,-1.803722233e-01,5.812004954e-02,-1.670647562e-01,-2.507001758e-01,-4.225342870e-01,-9.830132127e-02,-3.665421307e-01,4.190906417e-03,-3.151438534e-01,2.262294441e-01,-1.497169882e-01,-2.465260178e-01,-4.930191338e-01,2.596185356e-02,-4.816325307e-01,4.941435996e-03,5.039095879e-01,3.779697418e-02,-1.417033672e-01,-8.200631291e-02,2.725459039e-01,-6.592407078e-02,5.019519329e-01,-1.086062342e-01,4.825271666e-01,1.181158051e-01,-1.822378784e-01,1.338244975e-01,-5.633495450e-01,-1.835318655e-01,-4.163108170e-01,-5.687893182e-02,-1.304154098e-01,1.614034921e-02,2.462175786e-01,-4.349026829e-02,5.197234154e-01,6.070066988e-02,3.079594076e-01,3.970878199e-03,3.260300029e-03,-1.129419431e-01,-1.917459965e-01,-6.073835492e-02,1.663683653e-01,-7.974579930e-02,-3.713868856e-01,3.130794764e-01,-3.965903521e-01,-4.290961027e-01,-5.223267153e-02,1.595345140e-01,-5.542672276e-01,-1.432025731e-01,-7.888442278e-01,-2.584856749e-02,-2.848901451e-01,-1.464003921e-01,-3.822133243e-01,3.141317517e-02,1.800413877e-01,3.363330960e-01,-5.579550937e-02,-4.589127302e-01,-5.755816400e-02,6.109633669e-02,-4.667463899e-01,-4.735284448e-01,-6.638594866e-01,-6.365594864e-01,2.429946810e-01,-1.236434560e-02,-3.997478783e-01,5.314946771e-01,8.555511385e-02,-1.387728304e-01,-3.198260665e-01,-3.254598379e-01,-1.164970398e-01,5.849426612e-02,1.201002151e-01,4.474132359e-01,2.170564234e-01,-6.807647645e-02,5.196576715e-01,5.698409081e-01,3.925933838e-01,1.584009267e-02,8.429930806e-01,3.318867385e-01,-8.828689903e-02,-6.283114105e-02,-8.066725731e-02,-5.287265778e-01,-3.858618066e-02,1.430316120e-01,-6.748329382e-03,-9.922192097e-01,4.064675272e-01,-3.112338781e-01,3.520457149e-01,3.523281515e-01,-8.594968319e-01,1.457408722e-02,-2.103291750e-01,-1.126634359e+00,-9.166957811e-03,3.383949772e-02,-4.578077793e-02,4.152618945e-01,-1.329451203e-01,1.444956958e-01,-2.589175403e-01,1.671118289e-01,-2.712520063e-01,6.365213394e-01,-3.921518326e-01,-5.317748189e-01,-1.217874438e-01,-1.445297748e-01,-3.473452330e-01,6.801818311e-02,-2.569353282e-01,-5.874567479e-02,9.346903302e-03,-7.512568831e-01,-1.414962858e-01,-1.272409409e-01,-4.437125847e-02,-8.939914405e-02,-7.859237194e-01,8.043835163e-01,4.998230934e-02,-1.055607796e+00,1.233373657e-01,5.265120044e-02,-7.360490412e-02,-6.922218204e-02,7.845124006e-01,3.021904081e-02,-6.606213748e-02,5.375093818e-01,1.041320991e-02,-1.918022148e-02,4.394752905e-02,7.549383491e-02,5.538025498e-01,-4.257717133e-01,-3.418180943e-01,4.429282546e-01,-4.758073017e-02,-1.112290099e-01,3.001003265e-01,-2.928221822e-01,3.173298836e-01,-2.426021174e-02,-1.758356690e-01,4.604323208e-01,3.142511006e-03,2.901073312e-03,-1.183364913e-01,-8.786159754e-02,5.379111171e-01,-4.949302375e-01,-4.018943757e-02,1.674697697e-01,-4.753888249e-01,8.860529400e-03,-2.593801022e-01,-1.152690202e-01,-1.238685489e+00,-8.393898606e-02,-3.284077719e-02,-3.492470086e-01,-2.153750062e-01,3.081876971e-02,-8.475486189e-02,-2.160823941e-01,-4.206863344e-01,-1.004703641e-01,1.470747590e-01,1.989744604e-01,5.403299257e-02,-7.667885721e-02,-8.180077374e-02 +thresholds = -1.637362838e+00,-1.576260209e+00,-5.473738313e-01,-1.063781500e+00,-4.089898169e-01,-1.374546647e+00,-4.516465366e-01,-8.149173856e-01,-1.267627597e+00,-4.581042528e-01,-8.668927550e-01,-7.386766076e-01,-9.853196740e-01,-1.381759644e+00,-5.047634244e-01,-4.588338137e-01 +weights1 = 6.423577070e-01,8.203548938e-02,4.648387432e-01,1.378436834e-01,-2.053990662e-01,-1.039339155e-01,3.077082932e-01,4.558633268e-02,-2.033967525e-01,-4.320935905e-01,3.331917226e-01,1.484566331e-01,-3.096711636e-01,-5.838576704e-02,2.795107961e-01,1.052357554e-01,4.256423116e-01,6.612355262e-02,2.751432657e-01,1.764427498e-02,2.443086803e-01,8.427827805e-02,2.460839599e-01,1.845625043e-01,4.347202480e-01,5.043449253e-02,4.757485986e-01,5.576546490e-02,-1.887358427e-01,-4.673072100e-01,1.928247958e-01,1.540381908e-01 +biases1 = -2.408821732e-01 +weights2 = +biases2 = diff --git a/params/D00138.002.txt b/params/D00138.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ae00d49a7f884785af1fcf9807bea6743d397dd --- /dev/null +++ b/params/D00138.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.725104265e-02,1.673402339e-01,-1.862447858e-01,1.550943702e-01,-7.366188169e-01,-1.322561800e-01,-4.510624707e-01,-3.151114881e-01,-9.797915816e-02,5.390321463e-02,2.765221596e-01,-4.093306139e-02,-3.205998540e-01,-1.518673599e-01,-7.257903926e-03,-7.198928506e-04,-3.589579463e-01,-3.959380463e-02,-1.834439337e-01,3.882981837e-02,6.223304942e-02,-2.089869380e-01,1.905037016e-01,1.244569421e-01,-7.565092295e-02,-1.936252713e-01,8.110824972e-02,-1.542038471e-01,-1.335522234e-01,-3.012996912e-01,-1.946297884e-01,-2.965168795e-03,-6.087136641e-02,-8.776867986e-01,1.087866575e-01,-2.542643249e-01,-2.797734924e-02,-3.159360588e-01,3.221990466e-01,1.752166077e-02,-1.883306950e-01,-3.434765339e-01,-8.132126927e-01,-1.164657101e-01,-2.395992577e-01,1.312795579e-01,1.894020885e-01,4.739243595e-04,-1.896257699e-01,3.157534301e-01,2.109873854e-02,-4.608594477e-01,1.851884723e-01,-1.295617372e-01,-3.272521794e-01,-1.707381606e-01,-2.384056896e-02,-1.471377462e-01,-1.365689188e-02,-6.606460363e-02,-9.501876682e-02,3.607158735e-02,-1.886302233e-01,-2.042697743e-03,9.949919581e-02,1.838087887e-01,-6.193876863e-01,-3.500615060e-01,-6.753029227e-01,7.009861618e-02,-6.406852007e-01,-2.554363310e-01,-7.652275264e-02,-1.632231772e-01,-5.687722564e-02,-9.246484190e-02,8.912707865e-02,-2.343650162e-01,-7.439299673e-02,-2.809569472e-03,-1.937134713e-01,-2.059724629e-01,-4.776706919e-02,-6.775569171e-02,-1.399927028e-02,-2.488088310e-01,4.159683827e-03,-8.188290149e-02,-1.744850911e-02,-1.436048150e-01,1.644907445e-01,-5.984408408e-02,-2.436796278e-01,-1.847887784e-01,-1.891922504e-01,-2.832625061e-03,-2.712681890e-01,-2.852976024e-01,3.170322180e-01,7.735364139e-02,1.350426525e-01,-3.648951948e-01,5.344120860e-01,-9.802296758e-02,-1.897590309e-01,-2.814511657e-01,-9.814854860e-01,-3.939067721e-01,-4.731097519e-01,3.977121711e-01,2.088093609e-01,8.369223797e-04,-2.285822332e-01,-1.289018393e-01,1.093292013e-01,-1.806948036e-01,3.688076138e-02,-2.436297536e-01,-1.629087031e-01,8.981872350e-02,-1.008764580e-01,-4.145907238e-02,4.055899978e-01,1.679075658e-01,-1.618143916e-01,-2.644188106e-01,-1.470664442e-01,-3.751376935e-04,-2.460183054e-01,1.235739291e-01,-7.521733046e-01,2.176161855e-01,-8.994663954e-01,1.562907398e-01,-3.922491074e-01,-2.419315279e-01,1.382656991e-01,1.510663182e-01,3.408578932e-01,1.545589417e-01,4.517916590e-02,-1.385973990e-01,-1.996861547e-01,-8.696442470e-03,-3.867665231e-01,-1.463009417e-01,8.370534331e-02,5.667806789e-02,-5.649653077e-01,-4.693271816e-01,-9.451043606e-02,1.834564358e-01,6.190975755e-02,-3.936614469e-02,-6.303631663e-01,-1.736667454e-01,-1.123442426e-01,1.595777422e-01,-6.110907719e-02,2.911248477e-03,-4.575905204e-01,-6.081072092e-01,1.978222877e-01,-4.941800535e-01,5.646552444e-01,-3.844580054e-01,3.011548519e-01,-8.448673785e-02,-2.998982668e-01,-5.470452309e-01,-2.528273165e-01,-3.465487361e-01,-2.054942995e-01,1.023393422e-01,-5.662231147e-02,1.696308958e-03,4.972118735e-01,1.963128448e-01,2.306598574e-01,-3.007169962e-01,3.827617466e-01,-8.901426196e-02,-8.005473763e-02,-2.022351772e-01,-2.851642668e-01,-1.943220347e-01,7.179508358e-02,-1.316038519e-02,-5.163006186e-01,-4.106857777e-01,1.151480973e-01,-1.905015786e-03,6.035597920e-01,2.255772650e-01,-5.156965256e-01,2.857343256e-01,-1.327639699e+00,5.563004315e-02,-6.099146605e-01,-2.193212509e-01,1.572089046e-01,-1.539089680e-01,-4.406836629e-02,-1.297748554e-02,-5.535773188e-02,-1.121469140e-01,-3.960404694e-01,-6.037523039e-03,-8.721960187e-01,-9.879811667e-03,1.049378812e-01,-1.757670790e-01,4.722543061e-01,-3.474725485e-01,2.113326639e-01,9.572090954e-02,9.251188021e-04,6.010420993e-02,1.543321908e-01,-1.650628597e-01,-3.458795547e-01,-2.764976025e-01,2.588242292e-02,-5.495798541e-04,-4.495048225e-01,-4.035356045e-01,-1.075194106e-01,-2.964581847e-01,-5.771927834e-01,-4.569925368e-01,3.930279613e-01,-5.229711905e-02,-4.487464130e-01,-3.085619509e-01,-3.618224859e-01,-5.317348242e-01,-2.208653241e-01,1.828710586e-01,2.270879000e-01,-2.996512922e-03,1.257151216e-01,-2.451869100e-01,2.792651653e-01,-3.344469666e-01,9.150641561e-01,-3.873766959e-02,-2.596302330e-01,-1.711135656e-01,-9.341491759e-02,-2.258885056e-01,-2.176141888e-01,3.306814730e-01,-1.648645699e-01,-8.091654629e-02,-5.990742892e-02,6.052485202e-03,-4.488444924e-01,-1.048189998e+00,-5.484839156e-02,2.591705024e-01,-1.253962874e+00,-2.900531515e-02,-6.397129297e-01,-2.594471872e-01,-1.651856750e-01,1.560673267e-01,-4.892891645e-01,3.859069347e-01,5.272919536e-01,1.368002850e-03,-2.263881415e-01,-4.779212642e-03,-4.561697543e-01,4.981233478e-01,-2.945378795e-02,-5.450849533e-01,3.114808202e-01,-2.774952948e-01,1.980853081e-01,7.041561604e-02,-1.192568094e-01,1.119481921e-01,2.768051624e-01,-2.198014706e-01,-9.229308963e-01,1.792141944e-01,3.179935366e-02,3.465226619e-03,-9.293515682e-01,-7.368319631e-01,-4.830776528e-02,-2.786142528e-01,-1.771137118e-01,-3.380883336e-01,3.780970573e-01,1.378907822e-02,-2.134734243e-01,-4.958881140e-01,-5.023697019e-01,-4.581091404e-01,1.732327044e-01,-1.650152802e-01,-2.190269344e-02,8.446096908e-04,1.240392804e+00,8.516380191e-01,-1.073676273e-01,4.369222745e-02,6.020241380e-01,-1.428855062e-01,-2.012133151e-01,-1.713140607e-01,1.126993895e-01,-4.005831182e-01,2.459588200e-01,-8.678308874e-02,-5.656494498e-01,-3.002531528e-01,1.475669444e-02,-4.266161006e-03,1.449438810e+00,9.474989772e-01,-1.650068313e-01,-1.067243457e+00,-1.227559566e+00,3.377560759e-03,-5.647305250e-01,-7.497740984e-01,2.366119027e-01,-2.936481833e-01,7.791391015e-01,-1.191067547e-01,-1.213811278e+00,1.998716593e-01,-3.269364834e-01,-2.973811701e-03,-7.492786050e-01,-3.366236091e-01,-1.999583691e-01,2.309139818e-01,5.944988877e-02,-3.746564090e-01,2.382757068e-01,5.386577845e-01,-1.153977215e-01,-1.379429251e-01,-5.602149367e-01,-2.407238036e-01,6.161371469e-01,-1.659945585e-02,1.398276538e-01,2.139786258e-03,-6.533291936e-01,-6.134451032e-01,1.660777181e-01,-6.952596903e-01,-1.257105619e-01,-3.083168566e-01,3.809861243e-01,9.780100733e-02,-5.702560544e-01,-3.799185157e-02,-5.701349974e-01,-3.776999414e-01,-1.312916636e+00,2.783414125e-01,1.246687025e-01,-7.381170290e-04,-6.397256255e-01,-4.327903390e-01,-4.119765013e-02,1.010911226e+00,7.768675685e-01,-1.081967652e-01,-3.200606108e-01,-2.330723256e-01,6.383073330e-02,-1.602497995e-01,-1.179057136e-01,3.592416346e-01,1.122421503e+00,-7.479008436e-01,-1.388947815e-01,-4.496560432e-03,-5.712582469e-01,-3.988259435e-01,-3.510715365e-01,1.525038481e+00,-7.851611972e-01,2.721973695e-02,-2.272445858e-01,-6.149562597e-01,3.342983723e-01,1.947628558e-01,-2.876138985e-01,2.649301589e-01,1.710909486e+00,7.179096937e-01,-5.148131847e-01,-4.153309390e-03,-3.958451152e-01,8.466922492e-02,3.784085438e-02,-7.923820019e-01,8.911185712e-02,-7.999122143e-02,4.398712516e-01,6.129260659e-01,-3.623166978e-01,-5.532953739e-01,-5.612444505e-02,-3.921015263e-01,-1.514352441e+00,-8.928538561e-01,2.291177064e-01,2.883082256e-03,1.018696874e-01,-2.621095777e-01,4.781175032e-02,-1.767157912e-01,-4.291374981e-01,-3.413361609e-01,-4.376565516e-01,-9.875993431e-02,-3.264602423e-01,-1.894128174e-01,-5.234674215e-01,-3.428657949e-01,-1.074338332e-01,-8.489353955e-02,7.988217473e-02,-4.870900884e-03,2.710283697e-01,1.413294524e-01,2.615220100e-02,-1.077285767e+00,6.075356603e-01,-3.932834268e-01,-4.003941640e-02,-2.459236085e-01,-3.092304803e-02,-8.150387555e-02,3.978675604e-01,9.035759419e-02,-8.783685565e-01,-2.559090778e-02,3.800263628e-03,2.933053183e-04,1.854857653e-01,8.708672225e-02,-6.971409917e-01,-6.140878797e-01,-3.075654507e-01,7.433522493e-02,-5.881484747e-01,-3.897246420e-01,-8.559360355e-02,-7.219797969e-01,1.205160692e-01,2.363579124e-01,-8.622962236e-01,-6.523710489e-01,-4.643733799e-01,-3.861882957e-03,-1.820745021e-01,1.430629008e-02,3.883443773e-01,-2.746636868e-01,3.465533257e-02,-1.171195731e-01,3.658525646e-01,6.617181301e-01,-1.366637647e-01,2.831760347e-01,-4.506328106e-01,-4.724377096e-01,-1.010653973e+00,-5.987274647e-01,-2.487903461e-02,3.449473996e-03,-4.046579897e-01,-4.618650079e-01,-7.812196389e-03,-6.966976821e-02,-6.848660856e-02,-2.976864576e-01,7.262580842e-02,-4.458996356e-01,-4.621077180e-01,-6.942610741e-01,-4.602116942e-01,-2.051509172e-01,-7.886701226e-01,6.545521021e-01,4.677151330e-03,-2.271451056e-03,-1.908990145e-01,-7.545238733e-02,7.596090436e-02,4.380138218e-01,-1.762742549e-01,-4.469981492e-01,-1.159984469e-01,-1.709047109e-01,2.995581031e-01,5.021413565e-01,3.208436668e-01,6.239934638e-02,1.872144938e+00,3.101622760e-01,2.818344533e-01,-1.410611207e-03,-6.871112585e-01,1.971708536e-01,-6.846195459e-01,-4.950820208e-01,3.589347601e-01,2.813128382e-02,-8.699788153e-02,-4.165971279e-01,5.086804628e-01,1.165691972e+00,2.470507473e-01,-7.669325471e-01,1.579536080e+00,-4.685378075e-01,-5.324996710e-01,-2.089281799e-03,1.894157976e-01,-1.126746386e-01,1.075688899e-01,-5.698414445e-01,-7.761899829e-01,-2.402049899e-01,1.865125746e-01,6.867478490e-01,-1.047289610e+00,-1.146047831e+00,-3.317991495e-01,-1.673632115e-01,-1.205464482e+00,-6.929134130e-01,1.667407304e-01,3.170178970e-04,6.629588008e-01,-4.184160233e-01,-2.696307749e-02,-5.211817026e-01,-3.496096134e-01,-4.399957061e-01,-2.265374176e-02,-4.308699369e-01,-2.356770635e-02,-2.329671681e-01,-5.514817834e-01,-3.042805195e-01,-1.050609827e+00,-2.425503284e-01,2.475046068e-01,-8.912524791e-04,-7.584146261e-01,-1.007624492e-01,3.624717891e-01,1.066496253e+00,2.483156174e-01,-1.358228624e-01,-3.410211205e-01,-1.840028912e-01,1.781791449e-01,-4.157377481e-01,1.669328213e-01,8.604809046e-01,-1.124067754e-01,1.117542267e+00,-8.381354064e-02,-2.607952803e-03,2.175292559e-02,4.312785566e-01,-1.225745529e-01,1.420465589e+00,8.115567267e-02,3.970985115e-01,2.137040645e-01,-3.154570460e-01,-6.813345551e-01,-5.373638272e-01,1.687095761e-01,1.001315713e+00,8.917374164e-02,-1.487652898e+00,-4.485987425e-01,-4.251884297e-03,-7.147690058e-01,-5.502682328e-01,6.369759794e-03,-6.313809156e-01,-5.802690983e-01,-4.904893637e-01,-2.835612893e-01,8.632496595e-01,-3.427854180e-01,-4.831576943e-01,-6.072654128e-01,-6.895745993e-01,-5.065235496e-01,9.056693912e-01,2.587505281e-01,3.729308024e-03,7.713278532e-01,-5.083706379e-01,-5.855688453e-01,-1.126228809e+00,-1.453977525e-01,-2.826008201e-01,4.970400408e-02,-7.486954331e-01,-4.690895677e-01,2.746564336e-02,-1.626082347e-03,-8.355219960e-01,-7.581949234e-01,3.712699711e-01,-1.074214205e-01,-1.419465872e-03,-6.720790863e-01,1.930350661e-01,4.617113769e-01,-1.840502173e-01,1.265872717e-01,-4.105861485e-01,-2.444001585e-01,-1.432760060e-01,1.107612848e+00,3.638778031e-01,-2.697933838e-02,1.445860267e-01,3.867816031e-01,-7.604809850e-02,9.580875933e-02,-3.637353890e-03,3.354072943e-02,-3.491396084e-02,-5.578928590e-01,2.000763565e-01,7.205380201e-01,-3.106330149e-02,-1.387548167e-02,-1.139685735e-01,1.202270389e+00,-3.856552765e-02,5.388664827e-02,2.857948542e-01,9.402962029e-02,6.101537123e-02,-2.225721329e-01,-4.904494155e-03,5.538227558e-01,2.131525725e-01,5.418310761e-01,-2.031511366e-01,3.288359940e-01,-8.012204766e-01,-4.893622100e-01,6.128395200e-01,-6.232138276e-01,-1.219459772e+00,-6.278663278e-01,-6.059606075e-01,-3.202045262e-01,-7.478427291e-01,3.479665816e-01,-2.044100111e-04,-7.940020412e-02,-4.655053020e-01,-1.453451663e-01,-3.074660599e-01,-7.089011669e-01,1.765144765e-01,4.676427841e-01,-6.294201612e-01,-3.361197710e-01,4.254002273e-01,2.842396796e-01,-4.875700548e-02,-3.695617020e-01,2.495580763e-01,-1.710553765e-01,3.466966446e-04,-1.100919366e+00,-1.469114125e-01,-7.843182981e-02,-2.091975361e-01,-8.600714803e-01,-1.311588436e-01,-2.300625890e-01,-2.161761522e-01,-6.288542747e-01,2.036526948e-01,-1.782435924e-01,-1.075527817e-02,-1.934644729e-01,1.522102058e-01,-1.567248851e-01,8.203950711e-05,2.475260757e-02,-2.036521584e-01,1.543724537e-01,-1.309971809e-01,5.435344577e-01,-1.106428623e+00,8.390365839e-01,5.546297431e-01,-4.807106778e-02,-7.074272633e-01,2.630648911e-01,-8.411938548e-01,-7.729231715e-01,-6.337430677e-04,9.321699291e-02,3.585708095e-03,7.406542301e-01,-2.594652772e-01,-1.210941970e-01,-2.832095623e-01,-5.551685691e-01,1.044630557e-01,-5.333645344e-01,-1.853009500e-02,-2.682968676e-01,-5.544607043e-01,-4.368250668e-01,7.586773485e-02,2.076308131e-01,-2.145285308e-01,-2.905333182e-03,-1.315244241e-03,-5.653927922e-01,8.951000869e-03,-3.914060295e-01,-2.586599588e-01,-4.227520227e-01,-1.450984001e+00,9.896622300e-01,-6.085510254e-01,-3.965450823e-01,-9.541160464e-01,-5.175269842e-01,3.322752714e-01,1.052436680e-01,7.968883961e-03,-5.546073914e-01,-1.126149204e-03,-7.938222289e-01,1.856192201e-02,1.187015995e-01,1.521136016e-01,-8.389344811e-02,1.665682673e+00,-1.560097337e+00,-2.729484737e-01,3.277715445e-01,1.586649179e+00,2.231579572e-01,5.322854221e-02,-3.295910060e-01,-7.777490467e-02,2.622627020e-01,-5.643875338e-03,-1.666089147e-01,-1.978044659e-01,2.684917748e-01,-1.971145868e-01,6.306209564e-01,1.521248460e+00,1.521966577e+00,1.770989448e-01,-4.885581732e-01,1.541338921e+00,-8.422594666e-01,-5.409096479e-01,-3.077051342e-01,-4.076781869e-02,-1.279398352e-01,-2.165467944e-03,-1.526884884e-01,-2.555135787e-01,-7.111861706e-01,-1.318656653e-02,-5.492822528e-01,-1.574059010e+00,-1.033336163e+00,1.177982450e+00,-2.087727189e-01,-1.017104387e+00,4.300879538e-01,1.600910723e-01,1.513188519e-02,4.122734070e-02,6.060860157e-01,-4.754189576e-04,6.019660737e-03,1.851484478e-01,-3.950901926e-01,1.587179303e-01,-7.651149035e-01,5.619339347e-01,-4.558214545e-02,-7.116758823e-01,-3.759520352e-01,-1.279310822e+00,9.432933927e-01,-8.620259762e-01,7.866679877e-02,-2.219866030e-02,4.637337103e-02,-2.218953799e-03,-2.800304592e-01,-1.664561778e-01,5.995892882e-01,-4.687402844e-01,1.670268327e-01,-1.296886206e+00,-7.087486982e-01,-9.879581332e-01,6.875656843e-01,1.273593158e-01,-1.000077009e+00,8.653935194e-01,-5.756891966e-01,-2.644121945e-01,-7.263740301e-01,-1.465623645e-04,6.103568897e-02,-7.756235003e-01,-8.021808863e-01,-3.586330414e-01,8.603033423e-01,-1.166740060e+00,3.363172114e-01,6.689750552e-01,9.526199102e-01,7.606237531e-01,-1.694299698e+00,7.063574195e-01,1.276916713e-01,3.405184448e-01,4.602763653e-01,1.821595361e-04,-3.807115555e-01,3.882114887e-01,1.423167437e-01,7.341132313e-02,-6.789152622e-01,-8.627185822e-01,-1.236990333e+00,-3.354772031e-01,-1.189192161e-01,-6.624549031e-01,1.954198599e+00,-4.154420197e-01,-8.000440598e-01,-3.274399042e-01,-5.753285885e-01,-1.247619046e-03,-2.910187542e-01,5.665270686e-01,3.101960197e-02,3.833750784e-01,-4.567711949e-01,-7.096550465e-01,6.319188476e-01,-1.170560837e+00,-8.826281428e-01,-1.692731678e-01,9.489749670e-01,-9.014346004e-01,-3.364982903e-01,9.070580453e-02,-2.770297527e-01,-8.621049928e-04,1.650325954e-02,-6.138700247e-01,3.885755241e-01,-6.184433699e-01,-2.429789603e-01,1.951701999e+00,3.681045491e-03,4.913492203e-01,-3.371853232e-01,-5.586482286e-01,-1.677415609e+00,2.304329276e-01,2.193372846e-01,-3.899994791e-01,1.896151006e-01,-3.936579917e-03,-2.526452839e-01,-1.357863784e+00,-3.785528243e-01,-8.484137803e-02,5.467678308e-01,1.800061464e+00,1.769382954e-01,-1.022544384e+00,9.311234578e-03,-5.948129296e-01,-7.764648199e-01,2.315085828e-01,1.069034487e-01,1.801728085e-02,-9.007923305e-02,-6.888241624e-04,-4.984342754e-01,1.134672046e+00,-4.317779541e-01,-1.968481690e-01,-7.843429446e-01,-1.027842164e+00,-5.286543369e-01,8.876085877e-01,-3.861249685e-01,3.022869863e-02,7.907614112e-01,-4.685422182e-01,-6.659072638e-01,-3.903588951e-01,-2.578060925e-01,-4.742369521e-03,-4.282080233e-01,1.416741252e+00,-6.285426021e-01,7.933476567e-02,-5.319862366e-01,-1.055927992e+00,-3.389176130e-01,3.389943838e-01,3.716602549e-02,-1.173016727e-01,-4.508926272e-01,-4.681746960e-01,-2.268887609e-01,-4.955057800e-02,-4.519768655e-01,-2.193810418e-03,5.856871605e-01,-1.628111482e+00,1.197953582e+00,-3.183506727e-01,2.513980567e-01,-5.041499138e-01,4.260047674e-01,-5.496296883e-01,-4.533768818e-02,5.363991112e-02,-3.175273538e-02,3.265210092e-01,-2.346582944e-03,1.348035038e-01,5.974153876e-01,2.201114548e-04,4.550710618e-01,1.049284190e-01,-1.941402555e-01,-1.819742322e-01,8.207028508e-01,3.384521231e-02,-6.814448833e-01,1.906682402e-01,5.484731868e-03,-1.366895676e+00,-1.008514881e+00,-1.313767433e-01,-1.409156024e-01,3.862626851e-02,-1.382781029e+00,-1.228863024e-03,-3.204187155e-01,1.240451694e+00,3.259615302e-01,5.979999434e-03,-3.840221465e-01,-3.894481957e-01,-2.248319089e-01,4.104120731e-01,-1.139256507e-01,1.004044533e+00,-1.950474083e-01,-2.456671447e-01,-2.249852419e-01,-2.560625076e-01,9.593371153e-01,-3.158359090e-03,-3.401609957e-01,4.751980007e-01,-2.238987535e-01,-2.724112868e-01,-8.365097642e-01,-7.876513153e-02,3.725474477e-01,-5.363215804e-01,-6.343103945e-02,4.761136174e-01,-1.425442100e-01,-9.190294892e-02,-3.074958324e-01,2.054077238e-01,5.974928141e-01,1.400374458e-03,-3.872427642e-01,-2.256929159e+00,-1.489615440e-01,-7.221005857e-02,-1.169082671e-01,-3.524033129e-01,2.684031427e-01,-4.089816213e-01,-2.134977132e-01,-7.421076298e-01,8.767849207e-01,8.836083859e-02,-1.152046844e-01,-2.749394178e-01,-3.757970333e-01,-1.116140164e-03 +thresholds = -2.372985363e+00,-1.739870071e+00,-9.594959021e-01,-2.083852530e+00,-2.069849014e+00,-3.149581432e+00,-1.059561133e+00,-1.382234216e+00,-1.540392399e+00,-2.516047955e+00,-1.875362992e+00,-1.515690207e+00,-3.154425144e+00,-1.143604159e+00,-8.077537417e-01,-2.081035450e-02 +weights1 = 8.651676774e-02,-2.166225761e-01,4.671355188e-01,5.061441567e-03,5.131267477e-03,1.836672574e-01,-3.003855608e-02,-5.670124292e-02,1.128522977e-01,1.328507364e-01,2.396858856e-02,1.029621363e-01,4.960442334e-02,2.113307863e-01,-2.059790939e-01,7.478898764e-02,1.448107064e-01,3.666327521e-02,-1.614214182e-01,-6.522040069e-02,-1.768060215e-02,1.165382341e-01,1.073713526e-01,1.780057400e-01,-2.187682390e-01,-4.661941528e-02,3.072640896e-01,1.353690680e-02,3.636385500e-02,-4.615660757e-02,-1.826010793e-01,1.272298978e-03,1.955578104e-02,-7.173036225e-03,1.845300011e-02,1.216426026e-02,3.945686389e-03,1.896297932e-02,1.246423926e-02,-5.067417771e-02,-1.090561505e-02,-1.086499356e-02,6.789214443e-03,8.306015283e-02,-3.000644967e-02,3.547831997e-02,1.493506227e-02,4.580600187e-02,2.251638658e-02,-1.647572219e-02,-3.553627804e-02,4.118748754e-02,1.246680133e-02,6.445949525e-02,3.088273481e-02,7.122218609e-03,-7.106930483e-03,2.395412885e-03,1.701241918e-02,5.367462058e-03,-2.442925610e-02,-2.268757299e-02,-2.335245954e-03,8.942686953e-03,3.009900451e-01,-2.738195360e-01,5.643652678e-01,-4.125694931e-02,1.336150710e-02,4.936981201e-01,5.024228618e-02,-1.200271025e-01,-3.713807091e-02,5.338390470e-01,3.309466690e-02,-2.528366819e-02,-1.774162427e-02,1.186603308e-01,3.944998384e-01,4.975708202e-02,-6.320369989e-02,-1.256713923e-02,-3.994337618e-01,-1.146412119e-01,3.091696277e-02,3.177612275e-02,1.462313440e-02,1.877904832e-01,-2.549771070e-01,9.418559261e-03,9.152922034e-02,5.601419136e-02,-4.070400447e-02,1.563509554e-01,-4.633939862e-01,-6.772056222e-02,6.098231301e-02,-1.009441316e-01,1.670198590e-01,-1.902087964e-02,1.063233335e-02,5.665547773e-02,6.863040384e-03,1.730171591e-02,1.102718711e-02,-6.570318341e-02,-2.643423900e-02,-4.003350437e-02,1.050541992e-03,8.143197000e-02,-1.840995848e-01,2.371054143e-02,-2.317652572e-03,4.992666095e-02,-2.632108033e-01,-6.976702809e-02,9.807446040e-03,1.763070002e-02,-3.273169324e-02,1.917064190e-02,3.919360042e-02,2.435423248e-02,-3.456201032e-02,-6.289306097e-03,4.413967486e-03,-6.998609006e-02,-2.535155118e-01,1.688457839e-02,-8.276556134e-01,5.449980497e-02,-4.651233852e-01,4.089588672e-02,-2.336159348e-02,-3.971176147e-01,-5.459403247e-02,-1.725388318e-02,-2.184081264e-02,-2.839634120e-01,-1.878579706e-02,-1.105430201e-01,-1.237956714e-02,-5.565782189e-01,-1.081230342e-01,-1.521451473e-01,-7.299402356e-01,-1.828937232e-02,3.214003146e-01,9.095404297e-02,3.743738867e-03,-6.025408208e-02,-9.533138573e-02,-2.444805205e-01,2.842206359e-01,-1.134894863e-01,-3.026002645e-01,5.468108429e-05,-4.087708518e-02,-5.170231313e-02,1.974762380e-01,-6.830656901e-03,5.665501114e-03,1.920334250e-01,-4.158395901e-02,3.780949116e-02,-8.124399930e-03,-8.491504192e-02,2.075082809e-02,2.563710883e-02,1.348723378e-02,1.233429760e-01,-3.510252759e-02,-1.966638304e-02,-3.016174585e-02,-4.600396380e-02,2.430526167e-01,-1.901352778e-02,-3.373333067e-02,2.741930448e-02,4.710890949e-01,1.192546487e-01,-2.644053847e-02,-9.683249891e-02,-7.441126555e-02,-2.380222641e-02,-3.617060557e-02,-5.894960463e-02,-4.378138483e-02,3.516139835e-02,-3.724454204e-03,2.152852342e-02,4.457990229e-01,3.822221234e-02,1.639143229e-01,-1.137387529e-01,2.824292779e-01,-1.605494507e-02,-1.388647221e-02,4.096606970e-01,2.782462165e-02,-9.994693100e-02,-2.007690631e-02,-2.114537656e-01,4.255611077e-02,5.052186921e-02,2.024870552e-02,2.889336646e-02,-4.334915802e-02,4.627572373e-02,5.005357414e-02,8.384161629e-04,-1.758261174e-01,-7.291930914e-02,-3.936377913e-02,-8.119238913e-02,4.643853754e-02,-1.075027976e-02,-2.027099580e-01,-1.181996334e-02,-1.222113818e-01,4.180487618e-02,-2.448884211e-02,-1.212501749e-01,-1.169093698e-01,-4.722942039e-02,9.233440273e-03,-1.554508810e-03,3.094779514e-02,-5.257658660e-02,1.510875649e-03,6.039051339e-02,4.898921121e-03,2.958643995e-02,-7.856258191e-03,-3.923720121e-02,7.905873656e-02,8.526798338e-02,4.532453138e-03,8.493939042e-02,-8.669763058e-02,2.554464899e-02,-4.056284949e-02,7.642603945e-03,-9.221409261e-02,-4.316492006e-02,-3.230077028e-02,6.679683179e-02,9.025187045e-02,3.023282066e-02,6.110079959e-02,1.772145927e-02,-3.123028018e-02,4.003006220e-02,1.446325053e-02,-8.098204434e-02,-9.982842952e-02,-6.145878509e-02,-8.425189853e-01,7.207473367e-02,-1.039279938e+00,-8.391922712e-02,-2.293425379e-03,-6.936282516e-01,3.571300581e-02,-6.133242697e-02,-9.387736022e-02,-3.669673800e-01,-9.219789505e-02,-9.279713780e-02,-3.926691785e-02,-7.402639985e-01,-4.544363618e-01,-2.164471745e-01,-8.691489100e-01,-1.105563808e-02,2.356847823e-01,7.904501259e-02,-7.597221527e-03,-1.989551038e-01,-1.143965051e-01,-4.061938226e-01,3.313138485e-01,-6.991001219e-02,-5.338467956e-01,-8.953546733e-02,-1.038859785e-02,-5.062868353e-03,3.743929267e-01,2.885744348e-02,-4.514351860e-02,2.547276616e-01,-9.913811088e-02,3.765260056e-02,-2.882036567e-02,-5.275342613e-02,-1.905614696e-02,3.435765207e-02,-1.213347819e-02,2.654776163e-02,-4.656921327e-02,-5.330356583e-02,2.298039012e-02,2.473405935e-02,1.790977418e-01,4.995730519e-02,-2.795010433e-02,-8.098997641e-04,5.664579868e-01,1.513171196e-01,-1.311883237e-02,3.801394254e-02,-3.937846050e-02,1.799619012e-02,2.303211950e-02,-2.204093337e-02,-4.170889035e-02,2.094865590e-02,-1.562725194e-02,2.945555747e-02,6.163310409e-01,1.192904171e-02,8.826652542e-03,-1.297388524e-01,3.495929241e-01,-5.882203579e-02,-1.705643162e-02,3.984517232e-02,-4.032451194e-03,-1.207526401e-01,2.927228622e-02,-4.153165221e-01,-5.696048494e-03,4.622402787e-02,-1.758358628e-02,-3.027257919e-01,-3.936051428e-01,1.366459765e-02,1.108833253e-01,-2.067624032e-02,-2.829513550e-01,-7.958354056e-02,2.458646894e-02,1.473556012e-01,6.027278304e-02,8.249043673e-02,-3.299829960e-01,-3.336432949e-02,-2.424655296e-02,-5.400594696e-02,3.051812388e-02,-1.509671509e-01,-1.427928060e-01,3.184693167e-03,-8.576123044e-03,-5.476489663e-02,3.398571908e-02,-8.116059750e-02,2.239188179e-02,2.766860276e-02,3.217784315e-02,-3.103816137e-02,1.142501179e-02,-3.270434216e-02,-9.449546225e-03,4.484687932e-03,-4.660811741e-03,4.314059392e-02,-1.536696553e-01,3.460733220e-03,-5.908904132e-03,-2.065503784e-02,-1.203844771e-01,-2.013919689e-02,6.020641327e-02,1.613009721e-02,1.352377702e-02,7.002091408e-02,-1.752162166e-02,1.220459025e-02,3.094854020e-02,5.291190930e-03,7.776446175e-03,-6.386288255e-02,-8.195748180e-02,-1.563924365e-03,-7.878308892e-01,-1.776258498e-01,-7.952128649e-01,-1.157930717e-01,-3.516526520e-02,-6.413652301e-01,-1.410244126e-02,-2.630891465e-02,-1.057708636e-01,-9.569668025e-02,-2.837975696e-02,-2.791323662e-01,-1.648824662e-01,-9.024732113e-01,-8.366640657e-02,-4.062243998e-01,-8.576636314e-01,-2.487161569e-02,8.943765610e-02,4.575543851e-02,-9.484903887e-03,-2.170725465e-01,-2.743803263e-01,-3.866155744e-01,2.779601216e-01,-1.165091097e-01,-8.551663756e-01,-9.097133577e-02,1.274716388e-02,-2.247487009e-02,1.936741918e-01,-2.771979198e-02,-1.502378583e-01,4.707948864e-01,-2.396919876e-01,2.335392684e-01,-1.419301052e-02,-1.851704717e-01,1.826643199e-02,4.707514122e-02,-1.225442532e-02,1.764433533e-01,-2.475039475e-02,-3.534102440e-02,9.637945332e-03,-3.267739713e-02,5.612332821e-01,1.677578501e-02,-7.294493914e-02,7.425668649e-03,1.158177257e+00,3.049019873e-01,1.484558545e-02,-3.794262931e-02,-2.571215481e-02,-3.970028460e-02,8.057252318e-02,-1.822393015e-02,-1.324588954e-01,1.536645181e-02,-2.880341839e-03,2.063539326e-01,1.243978143e+00,2.887141332e-02,-8.116674423e-01,5.831561983e-02,-9.903951883e-01,-2.184852660e-01,-2.674969845e-02,-7.143483758e-01,-1.399710216e-02,-9.917511046e-02,-3.311090916e-02,-2.792506516e-01,-4.753638059e-02,-1.254695803e-01,-4.642404243e-02,-6.856004596e-01,-2.544410713e-02,-2.059161514e-01,-7.285653353e-01,2.970931493e-02,2.971077263e-01,8.567442000e-02,-1.366371103e-02,-3.336962461e-01,-1.606297195e-01,-2.214640826e-01,2.640096545e-01,-6.372877210e-02,-6.187182069e-01,-7.183296233e-02,-5.797663704e-02,-1.112601310e-01,1.786984801e-01,-1.680533588e-02,-4.999358580e-02,2.374992371e-01,-9.094405919e-02,5.834518373e-02,-7.291142363e-03,-9.377317876e-02,1.590960473e-02,-3.842688352e-02,-2.741548046e-02,2.145484537e-01,5.998228211e-03,-7.487607747e-02,-1.384576317e-02,-2.096235566e-02,4.874083698e-01,-4.253623635e-02,-3.920381889e-02,4.001889843e-03,6.675956845e-01,1.698421687e-01,3.367499262e-02,2.151825931e-03,-1.859572530e-02,-3.792796656e-02,3.830091655e-02,5.638117436e-03,-4.312421009e-02,8.901029825e-03,5.437438842e-03,9.204629064e-02,6.689415574e-01,-1.582819223e-02,-1.207371950e-01,4.158375040e-02,2.890033722e-01,-2.121000588e-01,-1.228059083e-02,2.377316505e-01,5.626958981e-02,-4.773751274e-02,-4.388575628e-02,-4.165813625e-01,9.333823621e-02,3.492995724e-02,3.427432850e-02,6.105056778e-02,-4.704693854e-01,-2.602142096e-02,-6.263073534e-03,-2.072652802e-02,3.602171689e-02,1.431491924e-03,-3.440325707e-02,-5.985873193e-02,-2.368986374e-03,1.434072759e-02,-1.795508713e-01,1.863650791e-02,-1.547629982e-01,-2.134029008e-02,4.089305643e-03,-2.358257622e-01,2.885515988e-02,-1.630941592e-02,4.830833524e-02,-7.385903969e-03,-3.571426123e-02,-2.384307794e-02,3.236384690e-02,4.438100010e-02,1.763844304e-02,-4.239191115e-02,7.747867610e-03,-2.258441225e-02,1.822010428e-02,3.568798676e-02,-5.287198583e-04,2.528988197e-02,-9.513473511e-02,1.312772743e-02,1.755819097e-02,3.274112940e-03,-5.185534060e-02,-4.326190427e-02,-4.987835512e-02,-3.313823044e-02,3.595472127e-02,3.372388706e-02,-1.762956753e-02,5.393961444e-03,-3.950027376e-02,-3.340554982e-02,3.015038185e-02,-6.332241744e-02,-9.262096137e-02,1.636884548e-02,1.707076430e-01,-1.465109885e-01,5.121659040e-01,-1.221721247e-01,1.438973192e-02,5.483979583e-01,3.332640976e-02,1.889081672e-02,2.486139350e-02,2.136299610e-01,7.690319419e-02,-6.112309638e-03,1.324168220e-02,3.489192128e-01,-2.514704764e-01,-3.137061372e-02,2.387791574e-01,-3.383770958e-02,-1.443129927e-01,-1.989375241e-02,-1.526307594e-02,-1.596678346e-01,9.776272811e-03,2.300058752e-01,-3.312070668e-01,-8.605757030e-04,2.660796344e-01,2.384137921e-02,-3.010540642e-02,2.855503559e-02,-9.725481272e-02,-6.027162075e-02,3.524643928e-02,-8.307164535e-03,5.241074041e-02,-3.836337244e-03,-7.651554886e-03,1.347002387e-01,2.700465731e-02,-7.750397082e-03,1.512349583e-02,-3.473268077e-02,2.509169467e-02,2.151350956e-03,1.862723147e-03,1.449018717e-01,-7.780627906e-02,1.612634026e-02,1.625288837e-02,5.204891786e-03,-1.367737800e-01,-1.147742104e-02,-2.041364461e-02,9.128797799e-03,4.753610492e-02,5.950008333e-02,2.204789780e-02,1.493526343e-02,6.181873009e-02,-1.363607822e-03,-2.501187846e-02,9.607216343e-03,-1.065059155e-01,-2.856466919e-02,1.620212495e-01,-4.295203984e-01,5.486159921e-01,-5.070868507e-02,-3.604943631e-03,4.148975611e-01,6.130793132e-03,2.170521952e-02,-7.735450752e-03,5.469956994e-01,5.572459847e-02,1.559913997e-02,-2.055786736e-02,3.642064929e-01,1.975606978e-01,7.023602724e-02,2.446911186e-01,-6.986267865e-03,-3.266386986e-01,-8.448374271e-02,-2.710566483e-02,-3.951869905e-02,-2.939276583e-02,1.529707164e-01,-2.861039340e-01,-4.430039227e-02,-3.915274888e-02,2.792165801e-02,-2.400347404e-02,4.602099583e-02,-4.081594646e-01,-4.031078145e-02,7.911077142e-02,-5.987208337e-02,1.450972259e-01,-5.661443621e-02,-5.790072028e-03,1.025506034e-01,2.253570221e-02,1.701173559e-02,-2.653522044e-02,-1.063267812e-01,7.133426610e-03,-6.782197859e-03,3.227456659e-02,1.121895090e-01,-1.432242543e-01,2.045237646e-02,2.603515284e-03,3.440195695e-02,-2.782444954e-01,-6.645239890e-02,2.611517161e-02,-2.313081734e-02,2.370683104e-02,2.868274972e-02,-2.372611873e-02,1.735705324e-02,2.982716076e-02,-3.658508183e-03,2.670477843e-03,-1.143771783e-02,-2.624006569e-01,-3.515635803e-02,5.017748475e-01,7.687971741e-02,3.001228571e-01,-3.759048879e-02,1.552990871e-03,5.240949243e-02,4.588084668e-02,4.990286659e-03,-2.569290437e-02,-4.669379294e-01,-1.596465148e-02,3.007471748e-02,2.564899437e-02,-2.202704698e-01,-3.679079115e-01,-6.912355870e-02,-1.237103716e-01,-7.799549028e-03,1.581153460e-02,2.209944278e-02,-3.884012997e-02,-8.862850256e-03,2.804982662e-02,2.316277474e-01,-2.034146935e-01,2.584718354e-02,6.127424166e-02,-2.590413950e-02,6.673269090e-04,-1.550394446e-01,-4.041779321e-03,1.581192389e-02,2.851602808e-02,-1.757008582e-02,-3.649489954e-02,-5.240121856e-02,-5.764211062e-03,2.521033958e-02,-4.695365787e-04,-9.623388760e-03,8.695224300e-03,-8.714405447e-02,-1.279100031e-02,8.417945355e-02,3.646839783e-02,2.855767496e-02,-1.973121166e-01,4.195723683e-02,-4.322922975e-02,-2.762673795e-02,-1.187391803e-01,-1.636889949e-02,2.272241749e-02,2.185427025e-02,3.112797998e-02,7.476946805e-03,4.714570940e-03,-7.303086575e-03,2.911730437e-03,3.262955323e-02,-1.402431540e-02,-9.961091913e-03,-9.060248733e-02,-2.182903700e-02,-1.256673131e-02,-2.087998241e-01,1.283292323e-01,-4.243538156e-02,1.057429239e-02,1.858073473e-01,4.276305437e-02,-1.103827357e-02,3.396769240e-02,-3.731577992e-01,3.265653970e-03,3.745053196e-03,1.808828302e-02,7.043075562e-02,-2.144687176e-01,9.320831299e-02,-6.885494292e-02,2.676474489e-02,-3.652172089e-01,-9.902766347e-02,-3.568672016e-02,6.794946641e-02,5.811217800e-02,-1.648815870e-01,-1.947166771e-01,4.903044179e-02,6.401830469e-04,6.756517570e-03,-2.855475619e-02,-7.462438196e-02,-2.958822250e-01,-1.452899911e-02,-1.310144924e-02,-8.507561870e-03,2.748073637e-02,-1.858111657e-02,1.000700984e-02,3.435613960e-02,-6.515879650e-03,-3.814552352e-02,4.347364977e-02,-5.063001812e-02,-5.097520351e-02,4.612790793e-02,6.019984186e-02,1.107149348e-01,-8.895076811e-02,6.598485261e-02,3.150096163e-02,-2.484538965e-02,-4.208010435e-02,-1.914756000e-02,-1.266870461e-02,6.303126365e-02,1.029767245e-01,3.808429837e-02,2.596781706e-04,-3.689155728e-02,2.894186974e-02,-2.544591948e-02,-1.844145125e-03,-6.586730480e-02,-2.694574557e-02,5.305632018e-03,-3.554678261e-01,-9.459298104e-02,-4.700199962e-01,-8.804710954e-02,-5.138642341e-02,-5.092857480e-01,-2.732506208e-02,3.170663863e-02,-1.205213740e-01,-1.228307188e-01,-7.393469661e-02,-2.811905444e-01,-1.495809704e-01,-5.924668312e-01,6.460455060e-02,-4.565466046e-01,-4.791436195e-01,-5.713734031e-02,1.188643575e-01,-9.246218833e-04,-3.724415973e-02,-5.035827756e-01,-3.734821379e-01,-2.806993723e-01,2.276567966e-01,-4.198284075e-02,-6.656322479e-01,-4.657300934e-02,-4.924128950e-02,8.131260425e-02,9.726880491e-02,-5.010975897e-02,-9.566454589e-02,2.899593115e-01,-1.182900369e-01,1.336411238e-01,1.053500548e-02,-1.902256459e-01,-2.276992239e-02,3.100897558e-02,-3.124253638e-02,2.084801644e-01,1.072690543e-02,-9.220845252e-02,-3.949310165e-03,-1.822743118e-01,5.145896673e-01,-4.824437946e-02,-8.278727531e-02,-3.787845001e-02,7.628515363e-01,1.524779201e-01,2.818370238e-02,-1.017922908e-01,-5.439829826e-02,-6.081318110e-02,2.739815228e-02,6.918314844e-03,-1.465237588e-01,-3.896400332e-02,2.333244681e-02,1.520421654e-01,8.023980260e-01,1.598922163e-02,-9.031909108e-01,2.036477625e-02,-5.512897968e-01,-1.061474383e-01,-1.195458043e-02,-5.031363964e-01,-5.377066135e-02,-7.374379039e-02,-3.847031668e-02,-8.047907054e-02,-6.099595129e-02,-9.669978917e-02,-8.401889354e-02,-3.510476053e-01,-2.738581598e-02,-1.601077616e-01,-4.827669263e-01,-4.019517452e-02,2.371798307e-01,1.005855203e-01,-1.744171791e-02,-1.988725811e-01,-1.248159111e-01,-1.488211900e-01,9.330396354e-02,-3.013988212e-02,-6.022865772e-01,1.179365721e-02,-4.289925843e-02,7.862117141e-02,7.779515535e-02,-2.072281949e-02,-7.107456028e-02,3.085455000e-01,-4.603182897e-02,3.127927184e-01,1.754186302e-02,-3.998455778e-02,9.477060288e-03,1.174630225e-02,-2.641954459e-02,5.108579993e-01,2.539275028e-02,2.294729650e-02,2.929797210e-02,3.972075507e-02,9.055343270e-01,-2.670037933e-02,-2.218468674e-02,-6.899990607e-03,7.638388872e-01,1.669474691e-01,-3.364256397e-02,8.650608361e-03,-2.138993517e-02,1.192363910e-02,-4.776681587e-02,-1.784576476e-02,-5.430090800e-02,-9.987794794e-03,1.215886045e-02,2.487264425e-01,8.263611197e-01,2.410966903e-02,-5.352854729e-03,-3.402093425e-02,6.836247165e-03,3.873820975e-02,4.633772001e-02,-8.551544510e-03,3.061014414e-02,-3.968609124e-02,-2.609699965e-02,-5.126405880e-02,-3.424291313e-02,8.838710375e-03,6.947496440e-03,-3.700717120e-03,2.424785495e-02,-2.044297941e-02,-1.663377881e-02,1.518781483e-02,3.839276358e-02,-7.671638392e-03,-4.731243476e-02,7.717785891e-03,-1.804850996e-02,4.229841009e-02,3.670037258e-03,1.773637347e-02,-7.542232983e-03,-1.286992617e-02,-4.714636505e-02,-4.762578174e-04,3.638173221e-03,1.381054614e-02,-1.622739434e-02,-2.920378186e-02,-3.152225167e-02,-9.088719636e-02,-4.491341487e-02,5.507809110e-03,-2.254650742e-02,-1.979281195e-02,3.138796985e-02,7.311489899e-03,-3.253403679e-02,5.292869173e-03,1.616871357e-02,1.170734502e-02,-2.161717415e-02,2.722007921e-04,-5.375181139e-02,-2.916349843e-02,4.576301575e-02,-3.130371869e-02,-1.285346784e-02,4.422327038e-03,1.812533941e-03,5.230035260e-02,-1.336244028e-02,4.941038042e-02,5.158300046e-03,2.771665156e-02,-1.702947076e-03,9.186278330e-04,-1.794968965e-03,3.458061023e-03 +biases1 = -3.239112198e-01,6.808493137e-01,-5.705240965e-01,6.196199059e-01,-2.856203541e-02,-6.676131487e-01,3.056177229e-04,6.729704142e-02,-8.031960577e-02,1.212275624e+00,-8.583034575e-02,-3.943108320e-01,-1.756765246e-01,-5.691732168e-01,1.923902273e+00,-4.501144886e-01,-2.920434773e-01,-3.804582357e-02,1.910740972e+00,4.639491737e-01,1.480513252e-03,-5.169259310e-01,-4.366658628e-01,-2.915934920e-01,-3.281493187e-01,-2.707981877e-02,-7.216107249e-01,-7.088527828e-02,-1.345100719e-02,6.722599268e-01,2.024834394e+00,-3.071225248e-03 +weights2 = 3.214888275e-01,6.299816072e-02,2.877620757e-01,-8.210049570e-02,2.255928703e-02,2.726479471e-01,6.549501419e-02,-3.599093854e-02,-1.695354469e-02,-2.520459592e-01,5.602739751e-02,4.268988371e-01,1.577581316e-01,2.196192592e-01,-1.733668596e-01,3.027098477e-01,2.245494425e-01,2.621149831e-02,-2.958054245e-01,-8.013778180e-02,1.729670679e-03,2.552700937e-01,4.198776782e-01,6.607367843e-02,3.158925474e-01,4.729830101e-02,5.238339901e-01,1.531895250e-02,3.685293486e-03,-5.635136366e-02,-3.234965503e-01,-1.801490039e-02 +biases2 = 1.811128855e+00 diff --git a/params/D00139.001.txt b/params/D00139.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..0423098dad277896292499f33f0987926b75ee22 --- /dev/null +++ b/params/D00139.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 7.871298492e-02,-1.726990491e-01,1.762949862e-02,-2.555087349e-06,6.146766245e-03,-7.367431863e-06,-1.902611554e-02,-3.187277913e-02,3.584572077e-01,-4.724890005e-06,-1.589230123e-06,6.936599314e-02,2.449126169e-02,-7.481943385e-07,2.335256487e-01,3.777543455e-02,-6.807807088e-02,7.491438091e-02,-2.982548811e-02,-1.042683451e-08,6.203044578e-02,-6.514999768e-06,2.024950692e-03,3.987652436e-02,-6.949667931e-01,4.696519795e-07,-7.902448260e-07,4.651960451e-03,-1.506556422e-01,-2.570203606e-07,-3.162515759e-01,-1.609725803e-01,-1.724617034e-01,1.144975051e-01,-1.368003041e-01,-7.119987651e-13,-9.109803289e-02,-1.174132467e-05,-4.041380808e-02,-2.020072639e-01,5.567938089e-01,-2.015161499e-06,-9.161117873e-07,-2.176117450e-01,-3.684655577e-02,-5.361267199e-07,-2.253470868e-01,-2.353562741e-03,-6.488477439e-02,5.897268653e-02,-7.717485726e-02,-2.024732339e-06,-1.494494826e-01,-1.144875114e-05,-8.276261389e-02,-3.764746711e-02,-2.920070887e-01,-3.924026259e-06,-1.356035227e-06,-5.163699389e-02,1.846526191e-02,-2.240526555e-06,-7.057531923e-02,2.191611007e-02,2.158876657e-01,-4.020570219e-01,1.095642522e-02,-1.570791483e-06,-1.744584367e-02,-5.962206615e-06,3.646335006e-02,2.313189581e-02,-1.682267487e-01,-3.016176834e-06,-1.482084144e-06,1.163756847e-01,7.287219632e-03,3.705167728e-07,-5.848737359e-01,-2.706826665e-02,-3.180029094e-01,-3.225505650e-01,-1.680211276e-01,2.089947884e-06,9.222172201e-02,-1.755716585e-05,-9.776329249e-02,-1.029007435e-01,-5.076909661e-01,3.572349897e-06,-1.511449454e-06,-1.871671677e-01,-9.659670293e-02,-9.418957347e-08,1.220946550e+00,-1.677916646e-01,-1.056472734e-01,3.009364009e-01,-6.081246957e-02,-3.423759608e-06,-6.707814336e-02,-8.803634955e-06,4.267301410e-02,-1.325373799e-01,8.852396011e-01,-6.627691619e-06,-7.117853329e-07,-2.340005785e-01,-6.666198373e-02,-1.187980388e-06,-5.637282133e-01,-1.074100062e-01,-1.894673146e-02,4.993579388e-01,-8.294054307e-03,-2.453665502e-06,-1.800670922e-01,-3.928388651e-06,-1.215522438e-01,-1.934632286e-02,-2.810476124e-01,-3.217350923e-06,-8.244786045e-07,1.095604300e-01,1.142599154e-02,-2.346836709e-06,-4.510000050e-01,1.986360401e-01,-2.593148351e-01,-1.508250386e-01,1.007836079e-03,-3.882889359e-06,-8.179908991e-02,-1.622739546e-05,-2.607716247e-02,5.134028941e-02,1.570197344e-01,-4.300983619e-06,-3.182824457e-06,2.028961480e-01,8.551739901e-02,-1.657369580e-06,8.047031164e-01,-1.979826540e-01,6.268097162e-01,-1.068644896e-01,-9.917289019e-02,-8.261153539e-08,1.395914108e-01,-4.916938906e-06,-4.956427589e-02,-2.844947018e-02,-2.489516139e-01,9.653393136e-06,1.516574274e-13,-4.551686943e-01,-8.729480207e-02,3.347201755e-06,-8.233284950e-01,1.370912045e-01,-3.830493093e-01,2.047357410e-01,-1.470286846e-01,-1.057204742e-07,-7.935055345e-02,-1.046350735e-05,-1.856722520e-03,-1.889331192e-01,8.502802253e-01,-6.049481726e-06,-1.669788617e-06,-4.514702782e-02,-7.517138869e-02,-5.882924938e-07,-3.884302080e-02,-1.859574169e-01,-2.111575902e-01,1.286366135e-01,1.902315579e-02,-1.057082386e-07,-1.508102417e-01,-5.593576589e-06,-6.268098950e-02,-6.561152637e-02,-8.300749063e-01,-9.217840670e-06,-4.501923172e-07,1.021853387e-01,-6.759627908e-02,-4.264063136e-06,-3.211818635e-01,1.432145089e-01,3.293733895e-01,-1.216729209e-01,-4.869902879e-02,-1.520111368e-06,-9.726450592e-02,-1.385800488e-06,-3.133228421e-02,3.987060860e-02,-2.176487297e-01,-7.394905310e-07,-8.609799806e-07,-4.531678557e-01,1.216991022e-01,-1.409605147e-06,5.240716934e-01,8.743574470e-02,-3.486176133e-01,-7.114488631e-02,-2.351964712e-01,-8.993176266e-07,1.845262200e-01,-1.162675653e-05,-4.473567382e-02,1.337890397e-03,4.378136992e-01,1.299932592e-06,1.172775455e-06,8.052556515e-01,-2.593807578e-01,-6.739987271e-07,-5.835880041e-01,-2.999613285e-01,8.890561759e-02,2.007367462e-01,-3.721216321e-02,-1.283202664e-06,-1.263061315e-01,-1.305913429e-05,-3.826838732e-02,-2.043125331e-01,5.279461741e-01,-3.840524641e-06,-1.905081490e-06,-2.853440642e-01,-5.697522429e-04,1.091608624e-06,-1.592052132e-01,-1.120815575e-01,-2.963727415e-01,6.776639074e-02,9.493551403e-02,-1.018770348e-07,-1.333253086e-01,-1.054331187e-05,-2.584090643e-02,-6.854666024e-02,-8.198357821e-01,-6.369313269e-06,-2.593990075e-06,-2.619779706e-01,-6.293356419e-03,-2.370369884e-06,-1.599290073e-01,2.209717333e-01,2.586536668e-02,-2.100021765e-02,1.158809736e-01,-5.686713678e-08,-1.160403118e-01,-7.173517588e-06,-1.735813357e-02,2.549127936e-01,-2.407445908e-01,-8.633278412e-07,-2.197950887e-13,4.072699845e-01,1.001019776e-01,9.847295814e-07,-5.561299920e-01,-3.790724650e-02,-2.417172045e-01,3.730227053e-02,-3.680125577e-03,-1.303600698e-06,2.059232891e-01,-1.245939893e-05,-8.317491412e-02,-3.103898764e-01,5.261515975e-01,8.957914588e-07,-5.359478337e-07,-6.143352389e-01,-1.925738752e-01,-3.512006288e-06,1.330231786e+00,-7.688824087e-02,6.520255655e-02,-5.339202657e-02,-3.053516150e-01,-3.501684619e-13,-6.940490752e-02,-1.079597587e-05,-2.324789017e-02,-2.544523478e-01,1.335180700e-01,-8.638170584e-06,-2.033322744e-06,2.323842645e-01,-4.524015263e-02,-1.077516004e-06,-5.487260818e-01,-1.305247247e-01,-7.606269419e-02,1.127754077e-01,-3.301796690e-02,-2.647357860e-06,-1.928490251e-01,-5.919955584e-06,-1.639618538e-02,7.827648520e-02,-4.906479418e-01,-3.996613032e-07,-1.509691970e-06,-2.205535173e-01,-6.834446918e-03,-2.943257869e-07,-6.040182114e-01,1.416868269e-01,-1.256357431e-01,-2.118829638e-02,2.526862621e-01,-2.649526550e-06,-1.275245398e-01,-5.070884072e-06,8.104076236e-02,2.113602608e-01,-3.741613328e-01,-8.719019206e-06,-7.790895893e-07,1.236311346e-01,1.420707349e-02,-3.734937991e-06,2.335383445e-01,-8.905097097e-02,4.072465599e-01,-6.955884397e-02,-2.376983613e-01,2.292920044e-06,2.527485490e-01,-1.550570778e-05,-1.315703988e-01,-3.364095986e-01,3.509284258e-01,-2.510705826e-06,-8.333485084e-07,-3.630841076e-01,-2.531310022e-01,-5.508123877e-07,-8.164640069e-01,3.321628571e-01,-1.774109751e-01,-1.214830577e-01,-1.550279260e-01,-1.235691116e-06,-1.297153831e-01,-9.707297977e-06,-3.517454863e-02,-3.491297662e-01,1.537950188e-01,1.266558456e-06,-3.515802973e-06,8.681944013e-02,1.115118340e-01,7.011975072e-07,2.076691836e-01,-2.253013104e-01,-3.309126198e-01,2.879151702e-01,-8.612977713e-02,-2.377789542e-06,-1.678777337e-01,-6.557858796e-06,-5.447340012e-02,2.425262332e-01,-2.022883594e-01,1.515263790e-07,-9.502756484e-07,-4.259561002e-02,-1.713231392e-02,-4.038132947e-13,-3.388167126e-03,-1.214435846e-01,2.029787190e-02,7.515088469e-02,-6.993147731e-02,-3.184412662e-06,-1.843996942e-01,-8.879585039e-06,1.077794358e-01,-3.344491720e-01,-1.431670934e-01,-5.374073680e-06,-6.149179512e-07,-1.471990794e-01,1.394781470e-01,-2.429846973e-06,1.307833195e-01,5.827242136e-02,-2.678180039e-01,-9.344214201e-02,-2.156394720e-01,-2.078487341e-06,3.493996859e-01,-7.886977983e-06,-8.191860467e-02,7.230214477e-01,2.273475528e-01,-1.659870577e-06,-9.562079413e-07,3.833335340e-01,-9.999586642e-02,-1.330789559e-07,-4.946457148e-01,-2.530643046e-01,1.533554196e-01,-5.691847205e-02,5.550812185e-02,4.032042398e-07,-1.431971490e-01,-1.093783794e-05,-1.448188443e-02,-6.800181270e-01,-2.326345444e-02,1.202111775e-06,1.693123011e-07,-1.812721491e-01,1.754236221e-02,8.878375297e-07,-6.788559258e-02,2.432177812e-01,-1.325475574e-01,1.508971900e-01,3.890992608e-03,3.866021530e-07,-1.941723078e-01,-8.184558283e-06,-1.515556425e-01,5.979607254e-02,-1.326410025e-01,-2.838817863e-06,-3.426898047e-06,-2.500916123e-01,-2.015693933e-01,-1.976790372e-06,5.310209468e-02,-1.520594954e-01,-5.277588218e-02,9.286163002e-02,-9.674128890e-02,-1.719783995e-06,-2.563637197e-01,-3.063747954e-06,-1.848367006e-01,5.308173895e-01,-4.028269649e-02,-4.341652584e-06,-1.918149110e-06,5.626931041e-02,2.005908191e-01,-6.703058375e-08,1.742058550e-03,1.986600086e-02,-1.754453331e-01,-7.995779812e-02,6.494978666e-01,-1.419838100e-06,4.253864288e-01,-1.662939576e-05,-2.948642969e-01,-6.470506787e-01,7.846063375e-02,7.463345355e-07,1.495065050e-07,-8.020721376e-03,-5.154298544e-01,-2.654417131e-07,-3.670061827e-01,-1.423902065e-01,-2.622755244e-02,-1.682534516e-01,-4.917384088e-01,-8.982612485e-07,-1.370814294e-01,-1.705383693e-05,4.200404584e-01,-3.020150363e-01,-9.782230109e-02,-2.011743845e-06,-1.351102924e-06,4.105576873e-02,3.637772501e-01,-1.179094966e-06,-1.281186491e-01,2.687502839e-02,2.773726173e-02,2.310348153e-01,-2.871900797e-01,-1.099745873e-06,-2.043108642e-01,8.909066518e-13,-8.051646501e-02,1.865976453e-01,-1.207927801e-02,-3.898637260e-06,-2.283702543e-06,-2.845378220e-01,-1.934849024e-01,-4.057685601e-07,1.147367209e-01,-7.986026816e-03,2.695110813e-02,2.702420652e-01,2.467194796e-01,-2.555217179e-06,-1.663390845e-01,5.460005013e-06,3.492867947e-01,1.058005020e-01,-5.487355217e-02,-4.961005288e-06,1.974776431e-08,7.166347653e-02,-2.232387066e-01,-1.112069583e-07,2.178570256e-02,-2.193317115e-01,-1.263706386e-01,-1.882380396e-01,-6.437981725e-01,-2.076699047e-06,4.583874345e-01,-1.323957167e-05,5.623609945e-02,-4.213478267e-01,-7.416503504e-03,-9.183993370e-07,-7.647005305e-07,-2.066808939e-01,-4.215317070e-01,-1.684337008e-06,-3.205775619e-01,8.288019150e-02,-1.328874528e-01,-1.516810358e-01,4.515850544e-01,8.007820611e-07,-3.420125544e-01,-2.598402898e-05,-6.026815176e-01,-1.705189347e-01,-9.509528428e-02,-5.623827292e-06,-1.483001824e-06,2.580352426e-01,3.290989399e-01,-1.665812647e-06,-9.166624397e-02,7.047794014e-02,5.594970658e-03,1.453636289e-01,-2.806802988e-01,2.644597714e-07,-1.224073619e-01,-3.158931577e-06,5.698090419e-02,2.544139326e-01,8.565933257e-02,2.242380333e-06,-3.654634156e-06,-3.182526529e-01,1.711220890e-01,-3.393884837e-13,1.181103848e-02,-3.766035661e-02,5.056604743e-02,1.162896007e-01,2.053028941e-01,5.076590526e-08,-2.188838124e-01,-1.910590527e-06,-2.635247707e-01,-4.153127670e-01,2.316105179e-02,-4.761436685e-06,1.541304925e-13,-8.051549643e-02,-2.864817977e-01,-2.603231451e-06,-8.823996037e-02,-4.572542757e-02,-3.154036030e-02,-1.972262561e-01,-5.076932311e-01,1.176539627e-06,3.380900323e-01,-2.486311496e-05,-4.750450850e-01,7.946864367e-01,-8.328017592e-02,-4.143089427e-06,-8.876799598e-07,1.304368824e-01,-5.354012549e-02,-3.991705783e-13,-1.110604703e-01,-2.785230987e-02,-1.503185034e-01,-1.322438419e-01,9.850433469e-02,-4.683735824e-06,-2.463727593e-01,-1.412397978e-05,7.868765593e-01,-4.510301948e-01,-1.193037629e-01,3.884762236e-07,-2.745631718e-06,5.092573911e-02,-3.551849127e-01,-2.390183454e-06,-1.488418579e-01,2.498889901e-02,-9.541842341e-02,2.888646126e-01,-2.228492312e-02,-1.836247748e-06,-4.520583153e-02,4.391507900e-06,-1.884843260e-01,-1.599899679e-01,1.076984853e-01,-1.722783736e-06,-6.102524708e-07,-2.960792780e-01,5.506645441e-01,1.556903953e-06,-3.050342016e-02,-5.504617468e-02,4.336127639e-02,2.299888730e-01,-3.357640505e-01,-1.762211241e-06,-1.460074782e-01,-1.914058521e-05,3.781985939e-01,5.175506473e-01,4.640624300e-02,-5.191753644e-06,-2.282452215e-06,4.236291721e-02,-2.474632859e-01,5.287822047e-13,1.088937838e-02,-9.195246734e-03,-1.872061193e-01,-2.220945954e-01,7.598379850e-01,1.141875714e-06,4.960219860e-01,3.086984725e-05,1.786293238e-01,-4.828762710e-01,-1.657366753e-01,-1.822023028e-13,-8.832919889e-07,6.000074744e-02,7.318833470e-01,-2.974823587e-07,-1.098506972e-01,1.578909755e-01,2.094032243e-02,-9.966471046e-02,-3.036979437e-01,-3.273636139e-06,-2.360367477e-01,-2.847251926e-05,-6.081671119e-01,1.658537798e-02,-6.065718364e-03,-5.829688234e-06,-2.187153925e-08,1.911278218e-01,-3.261559606e-01,9.504530274e-14,-1.516389549e-01,-1.322160512e-01,-1.038069800e-01,1.674540937e-01,-3.465477526e-01,-5.643456689e-07,-2.863444984e-01,-2.095167474e-05,-8.883675188e-02,-2.829113305e-01,5.367291346e-02,1.928643087e-06,-1.255149073e-06,-4.887207448e-01,-3.028070033e-01,-3.063947133e-06,-1.280472726e-01,-1.201127246e-01,2.985679917e-02,2.584761083e-01,-3.060549796e-01,1.291676313e-07,-3.456784189e-01,1.957605673e-05,-6.799487770e-02,-4.341641814e-02,-1.502247993e-02,-4.207795882e-06,-1.990322062e-06,-4.926772043e-02,-2.371051461e-01,1.039333370e-06,-9.582822025e-02,9.573125839e-02,-3.277955055e-01,-2.686531246e-01,-3.398489952e-01,-3.165480848e-06,6.791602373e-01,-3.093739724e-05,-6.076943874e-01,-5.974380299e-02,-1.136308461e-01,-1.239634116e-06,-3.129799097e-06,-7.850049064e-03,-3.191080391e-01,-3.254362127e-06,-2.246307433e-01,-1.216628700e-01,2.587812841e-01,-2.938880213e-02,5.933120251e-01,1.329005672e-13,-3.481097519e-01,-7.266545254e-06,5.440821648e-01,3.013644554e-02,-8.930402994e-02,-4.023891051e-06,-4.426885833e-13,4.099230170e-01,4.448174834e-01,-6.085790005e-07,-5.327519961e-03,1.974938214e-01,-1.875517666e-01,1.152520776e-01,-1.735789627e-01,-1.887225380e-06,-1.577395499e-01,-1.829500434e-05,-8.571455255e-03,-1.586282253e-01,1.462333649e-01,8.817546586e-07,-1.025288498e-06,-5.480363965e-01,-3.315113112e-02,-8.774502476e-07,-5.286249891e-02,-2.751960456e-01,-1.229698509e-01,2.297205925e-01,6.173522025e-02,-2.955478635e-07,-3.573011458e-01,2.156378741e-06,-1.207768172e-01,5.991317704e-02,1.144104898e-01,-4.623004770e-07,-2.837729767e-07,-1.316958070e-01,-9.156710654e-02,-4.223591645e-07,-1.143644676e-01,-5.460425094e-02,6.968958378e-01,-3.240877986e-01,-8.749683946e-02,-2.251913884e-06,6.727937460e-01,-2.795546970e-05,2.944176085e-02,-2.179173529e-01,-2.284499854e-01,3.835054832e-13,-1.436091225e-06,4.729838669e-01,-9.502238035e-02,-3.881048087e-07,1.640093327e-02,-2.960522175e-01,-4.959173799e-01,8.963515610e-02,-3.280282915e-01,-1.354175765e-06,-3.517025411e-01,-5.367096946e-06,-2.233037055e-01,7.221914828e-02,-4.074260220e-02,-3.222411124e-06,-1.498308052e-06,-7.275097072e-02,-5.814765021e-02,-3.205301937e-06,-1.148414388e-01,2.884747684e-01,-3.047207594e-01,8.041945100e-02,1.276176870e-01,-1.467772819e-07,-1.361616850e-01,-5.786248948e-06,1.744607091e-01,-1.458682269e-01,8.305643499e-02,-5.366442565e-06,-7.590356859e-07,-4.637683630e-01,1.001916900e-01,4.588044896e-13,-1.658411622e-01,-4.145113751e-02,1.934913695e-01,4.035271108e-01,5.610499531e-02,-1.202136673e-06,-3.490987122e-01,-2.339777166e-05,-7.735212892e-02,-1.983877122e-01,-9.047939442e-03,2.657528242e-08,-1.686886094e-06,6.372797489e-02,3.631840646e-02,-1.785101065e-13,-1.397997737e-01,1.952329464e-02,-3.521237671e-01,-3.160278499e-01,-2.147253454e-01,-2.402332768e-07,4.911989570e-01,3.248667053e-05,8.970654011e-02,8.715389669e-02,-1.760047227e-01,-3.515206572e-06,-1.028253109e-06,7.721836120e-02,-2.224498242e-01,2.440840770e-13,3.136106208e-02,2.993621826e-01,2.889202237e-01,-1.942815483e-01,4.134142399e-02,-9.346724141e-07,-2.651459277e-01,-2.375172517e-05,-1.572133005e-01,-9.234319627e-02,2.525863610e-02,-6.503587429e-06,-1.268120855e-06,9.547301382e-02,-6.664114771e-04,-1.120929028e-06,-1.489787400e-01,-3.414655626e-01,-3.569974005e-01,1.824673414e-01,-1.088923961e-01,-2.295786544e-06,-4.932449013e-02,-2.134471470e-05,4.679685924e-03,-2.807411924e-02,8.807012439e-02,8.627946499e-07,-5.384981137e-07,-4.316520989e-01,4.225213453e-02,-2.194746003e-06,-1.212282851e-01,-8.105093241e-02,-7.195646316e-02,2.384161353e-01,-1.282488555e-01,-2.027365781e-06,-1.152866334e-01,6.647428563e-06,-4.212499782e-02,-1.452062279e-01,6.063605472e-02,-2.875273140e-06,2.066268028e-13,-1.944334209e-01,-4.793135449e-02,-1.974840558e-07,-1.008350104e-01,3.606347367e-02,-7.111012191e-02,-2.270736396e-01,-6.341975182e-02,-4.885790190e-07,5.075950176e-03,-2.677687553e-05,-1.595519781e-01,3.813581914e-02,-9.289965779e-02,2.022552962e-06,-3.260299536e-06,1.235981211e-01,-5.787874013e-02,7.019016266e-07,-6.727799773e-02,-4.875389114e-02,3.416518867e-02,-6.368156523e-02,6.590662897e-02,-2.547039628e-07,-1.105027180e-02,3.069593959e-06,4.481606185e-02,-1.039546132e-01,-8.421021700e-02,-6.218854651e-06,-1.468654546e-06,3.314669803e-02,-5.305030569e-02,-2.256309017e-06,-1.963487826e-02,3.476178944e-01,-1.178102717e-01,1.280247569e-01,-1.004089415e-01,-1.869841412e-06,-5.110967904e-02,-1.990897727e-05,1.668224111e-02,-2.062701806e-02,4.474969581e-02,-3.153986654e-06,-7.864187523e-07,-1.575455815e-01,1.431560144e-02,-2.118270231e-06,-1.909001917e-01,-4.385585487e-01,2.631160989e-02,3.777113259e-01,-1.852985024e-01,-1.114202632e-06,1.540047000e-03,-1.922996262e-06,-3.725904506e-03,-1.157685220e-01,7.504716981e-03,-2.792467967e-06,-2.244795269e-06,-1.073860154e-01,-2.656593174e-02,1.595433787e-06,-1.411985904e-01,-2.365769148e-01,-1.680071205e-01,-2.571512163e-01,6.125907600e-02,-7.293790532e-07,3.018848225e-02,-1.893834997e-05,-1.171225309e-02,-2.121688128e-01,-1.488779485e-01,-5.756418886e-06,-7.547090775e-08,-7.266798615e-02,-5.516205356e-02,-1.380067260e-06,-1.635790803e-02,-4.630675539e-02,1.207888797e-01,-3.825830296e-02,1.068831012e-01,-2.202685891e-06,1.167344977e-03,-3.768905117e-06,-6.075970829e-02,-1.972302422e-02,3.050277755e-02,2.909368391e-07,-3.426099966e-06,1.944978982e-01,1.305869222e-02,-2.837092325e-06,-6.563817710e-02,3.360801935e-01,-2.058038265e-01,-6.615485065e-03,-2.090143710e-01,-1.362831654e-06,-2.052658349e-01,-1.177892227e-05,-6.398101896e-02,1.160073131e-01,3.914519772e-02,-9.174466413e-07,-5.364899494e-07,-2.096752077e-01,-7.587693632e-02,-1.032383466e-06,-1.554498374e-01,-1.568344235e-01 +thresholds = -9.068437219e-01,3.027430177e-01,-9.046837687e-01,-1.942525159e-05,-6.894810200e-01,-1.494740718e-04,-5.607126355e-01,-9.266090393e-01,-2.868986130e-01,-4.045255264e-05,-2.327557377e-05,-7.809317708e-01,-5.781843662e-01,-1.464760498e-05,-1.514596224e+00,-4.145357609e-01 +weights1 = 2.307380363e-02,-3.596344963e-02,-2.270261943e-02,3.118106723e-01,6.149455532e-02,-4.041775689e-02,3.899788426e-04,5.406510457e-02,-7.609844208e-03,-1.448780647e-03,3.991876915e-02,2.194171846e-01,-1.146689523e-03,-8.698497899e-03,5.927532911e-03,1.040281057e-01,5.531243235e-02,3.212913573e-01,7.078547031e-03,1.728221029e-01,2.820145339e-03,1.859181225e-01,7.380658388e-02,3.061560169e-02,-4.238605872e-02,2.313301712e-01,2.070670389e-02,-4.107303917e-02,-7.860063761e-02,1.581469405e-04,1.887726365e-03,1.230712608e-01,-2.566688322e-02,-3.128548339e-02,-1.351027470e-02,3.838830441e-02,2.507015504e-02,-1.676135696e-02,1.675979048e-02,1.005003694e-02,-1.714932732e-02,-4.608196393e-02,3.171795234e-02,6.128041074e-02,1.931817085e-02,4.672903568e-03,-1.945233531e-02,1.445609424e-02,2.593247034e-02,5.327189714e-02,-4.234183114e-03,2.318429016e-02,2.466960438e-02,9.205885231e-03,1.434449013e-02,5.395973474e-02,-4.741699994e-02,3.049177304e-02,-2.081213333e-02,-2.953108959e-02,-4.774634913e-02,6.485221442e-03,-4.268109053e-02,-1.855426840e-02,-8.279494941e-03,1.186183374e-02,7.692793384e-03,-4.369480312e-01,-2.030308992e-01,3.866639361e-02,-2.704357496e-03,2.981330827e-02,5.440057814e-02,-1.186372787e-01,-5.562338978e-02,-2.664029002e-01,-1.386581827e-02,-2.702033520e-02,2.814046666e-02,-1.230730116e-01,-2.304952890e-01,-3.024033308e-01,1.758199558e-02,-2.336825132e-01,4.414029419e-02,-2.796629667e-01,-3.305875510e-02,3.740403801e-02,5.335320532e-02,-2.284833640e-01,3.016623482e-02,-3.094002791e-02,2.758790366e-02,-3.209978715e-02,-5.475710705e-02,-2.186307609e-01,-2.414645813e-02,5.820804089e-02,-2.677160501e-02,-5.436782539e-02,2.978850901e-02,-3.469285369e-02,3.101490065e-02,1.079641134e-01,-4.661863446e-01,8.115266263e-02,1.236182079e-01,-2.182153054e-02,5.660201311e-01,5.428944714e-03,-1.101679262e-02,3.523891270e-01,1.198361292e-01,-5.179965496e-02,-7.887196727e-03,-6.343297660e-02,8.293488622e-02,-1.218720991e-02,2.849501073e-01,1.120360941e-01,-2.708503902e-01,5.926816463e-01,-2.995069884e-02,-1.591440290e-02,-1.590400748e-02,-2.679860219e-02,1.228268445e-02,-6.936662644e-02,-1.956267096e-02,-1.749344356e-02,-5.470767245e-02,3.190586865e-01,1.862018928e-02,-6.001097709e-02,-4.688286781e-02,1.043511368e-02,1.092927158e-02,-2.479338646e-02,-2.756795660e-02,2.781981528e-01,6.979025155e-02,-1.724783890e-02,1.492165308e-02,1.043515503e-01,6.682223082e-02,4.080559611e-01,-1.356763486e-02,8.406475186e-02,7.430892438e-02,1.521920413e-01,3.844324872e-02,1.310271956e-02,-3.051682562e-02,2.145230919e-01,-1.457087509e-02,1.533059962e-02,-3.787596524e-02,-4.697241634e-02,3.628284484e-02,6.688121706e-02,5.090347840e-04,-6.520607043e-03,6.987946481e-02,1.068636253e-01,5.796672776e-02,4.211430252e-02,2.442183159e-02,5.480966344e-02,-8.787491918e-02,2.782340162e-02,3.463554010e-02,1.073593274e-01,1.662821621e-01,7.278538309e-03,-2.165825572e-03,1.057499200e-01,4.671631008e-02,6.773871928e-02,1.020589116e-04,2.023429424e-02,4.975882545e-02,7.035657763e-02,2.437120490e-02,3.198230639e-02,-5.877118930e-02,1.368593872e-01,-1.802637987e-02,-4.239018261e-02,3.488736600e-02,-3.075797297e-02,-7.884915918e-03,-1.963896863e-02,3.345493600e-02,3.612181463e-04,2.366413362e-03,-6.438985467e-02,-4.321695119e-02,-6.840736140e-03,-4.562570155e-02,7.150311023e-02,-1.682871953e-02,6.237494200e-02,-5.101298913e-02,-5.469522625e-02,4.817671608e-03,-3.289633617e-02,2.525130659e-02,-4.926106334e-02,1.034136582e-02,-3.022675030e-02,1.573822461e-02,-3.717026114e-02,-9.894728092e-11,-3.486016393e-02,-1.446842775e-02,-1.241423655e-02,-4.917502776e-02,-1.682076603e-02,2.553863917e-03,-2.394590592e-05,-2.802035213e-02,2.569620870e-02,-1.788156480e-02,9.498467669e-03,2.359924838e-02,-3.064044286e-03,-1.745432243e-02,-3.565997630e-02,1.952306740e-02,1.738472842e-02,-1.835164614e-02,1.181299705e-02,-8.321045898e-04,-5.899862945e-02,-2.629060484e-02,-2.512984350e-02,-2.970225550e-02,-3.018030897e-02,-5.379129946e-02,2.271681093e-02,-2.702360041e-03,-2.326337853e-03,1.054738369e-02,1.592725748e-04,-3.065685043e-03,3.551914170e-02,3.457830474e-02,2.696529217e-02,-3.796774894e-02,-3.298035637e-02,-4.913070425e-02,-3.727296367e-02,-5.669266451e-03,-2.337549441e-02,7.363661379e-02,2.434836328e-02,-5.078141764e-02,-7.192828506e-02,-4.802238569e-02,-6.139598787e-02,-1.192982718e-01,-7.529576868e-02,-5.445262790e-02,-7.508062571e-02,1.771744341e-01,-9.031736851e-02,-1.553948782e-02,-1.925843209e-01,-2.322713286e-01,-5.364004523e-03,-2.294009179e-02,-3.071815372e-01,-1.916186213e-01,-3.961544037e-01,-4.254391789e-02,-1.133076400e-01,-5.973628908e-02,-2.349449545e-01,-2.229165584e-01,3.889247403e-02,6.189506035e-03,-3.771188557e-01,2.881229296e-02,1.139821298e-02,-3.156209365e-02,2.834201977e-02,-1.369223557e-02,-1.606650203e-01,5.118131172e-03,-1.745196246e-02,-2.644426189e-02,-1.352904141e-01,-5.693156272e-02,3.317013755e-02,-2.536175027e-02,2.722880163e-04,1.591284126e-01,-3.982440755e-02,1.006647665e-02,-3.801079094e-02,-1.242539659e-01,-3.217970952e-02,-1.981776766e-02,-1.622010767e-01,-2.253400162e-02,-1.421015859e-01,3.247820772e-03,-9.313040413e-03,2.536110394e-02,6.753831636e-03,-5.981168896e-02,-1.629962400e-02,1.001362577e-01,-2.411972433e-01,-2.272645198e-02,1.993559301e-03,4.080442304e-04,-7.112806663e-03,1.277940255e-02,2.973200753e-02,5.660076160e-03,2.661602572e-02,1.079950575e-02,1.843860745e-02,-3.727324679e-02,2.123520523e-02,8.084427565e-03,7.138759829e-03,-3.961512353e-03,-2.812632592e-03,-9.609863162e-02,-5.902188271e-02,-7.775383070e-03,2.559044166e-03,-4.056149721e-02,1.203953568e-02,1.344626956e-02,-3.503681161e-03,-7.568749040e-02,-1.166176610e-02,1.136475056e-02,1.959028654e-02,-4.904074967e-02,-7.452419400e-02,-2.222666331e-02,2.106457017e-02,3.813772462e-03,2.478448115e-02,6.414347887e-02,5.501474254e-03,5.477884784e-02,3.860943392e-02,7.561263442e-02,-7.632872090e-03,-3.085891902e-02,-3.412327496e-03,5.738545209e-02,-5.725946277e-02,4.564426490e-04,1.995809190e-02,-4.793924093e-02,1.859842427e-02,2.406908944e-02,3.321170434e-02,-4.901830107e-02,-2.655321360e-02,1.452615671e-02,-5.364949629e-02,-4.768497497e-02,-1.749774558e-03,5.826891959e-02,-2.153472742e-03,1.557487343e-02,-2.201539837e-02,1.692125387e-02,-6.453413516e-02,-1.107589249e-02,2.512753382e-02,-3.433902562e-02,-1.980179735e-02,-7.772279903e-03,-2.339130733e-03,-1.423162222e-02,3.959421441e-02,-2.302560396e-02,4.634821042e-02,-7.877283730e-03,-4.308778793e-02,-4.483847320e-02,-1.286502182e-01,6.363696884e-03,1.653687283e-02,-1.595672071e-01,7.406166941e-02,-2.914280072e-02,1.016867310e-01,2.419989705e-01,-2.945940942e-02,-5.131694488e-03,2.089483142e-01,9.709603339e-02,1.775568724e-01,3.591141477e-02,-3.191860765e-02,2.008152753e-02,9.003411978e-03,1.167823598e-01,2.425113320e-02,-1.663193405e-01,3.057517409e-01,3.814591467e-02,2.664230391e-02,-8.187460899e-02,-1.087188441e-02,-9.943706915e-03,2.317822538e-02,-8.548410609e-03,-1.074563991e-02,-3.953411430e-02,4.440326244e-02,2.074743621e-02,-3.491138294e-02,-1.353157498e-02,1.293728221e-02,-1.373268664e-01,8.874777704e-03,2.380683273e-02,6.793659180e-02,1.951760501e-01,5.901885033e-02,2.878637239e-02,1.236892194e-01,5.873452872e-02,5.566057935e-02,8.830175735e-03,-2.644982003e-02,2.251015790e-02,4.191540182e-02,8.310344815e-02,-3.191241995e-03,-7.074272633e-02,1.920482814e-01,-1.678135246e-02,3.594982997e-02,-1.732839830e-02,1.538351295e-03,-1.968977042e-03,-1.904414035e-02,-4.496079311e-02,-6.364929676e-02,1.523901708e-02,3.101225793e-01,1.438083053e-01,2.104927041e-02,-1.566608995e-02,3.595254675e-04,-1.549486369e-01,-2.331143245e-02,1.697737910e-02,1.081983298e-01,3.245592117e-01,1.276987977e-02,-2.332689799e-02,5.292051658e-02,1.210510209e-01,3.178580105e-01,-5.124714226e-03,1.314115226e-01,-3.594722226e-02,2.042150944e-01,1.076593623e-01,5.162883177e-02,2.063041925e-02,2.432292998e-01,2.678142674e-02,1.866389252e-02,3.919639438e-02,-9.340964025e-04,1.947467960e-02,4.396747425e-02,-6.967931986e-03,-1.230002753e-02,-1.474048384e-02,3.936126828e-02,6.005931646e-03,-1.467740815e-02,2.377732657e-02,5.760392547e-02,-2.060065977e-02,1.022432838e-02,-5.819818005e-02,2.937340923e-02,6.288273633e-02,-2.106915973e-02,-4.405811895e-03,9.180895984e-02,5.725256633e-03,3.756313398e-02,9.793180041e-03,3.380813077e-02,2.228691988e-02,5.322594941e-02,1.320547052e-02,-5.325857177e-02,-6.669044495e-03,5.481653288e-02,3.401334584e-02,-4.065738618e-02,-1.607236825e-02,-4.437929485e-03,-2.906915545e-02,-5.645028315e-03,2.503966168e-02,-3.225738928e-02,-1.628693566e-02,1.417911053e-01,-1.953282803e-01,7.119165361e-02,-1.304838061e-02,-1.000507548e-01,3.205168843e-01,-1.024913415e-01,-1.336380839e-01,-4.247011989e-02,-2.904428244e-01,-1.150534488e-02,-7.183528692e-02,-1.745170206e-01,-1.075631678e-01,-2.529552281e-01,-8.915875107e-03,-1.137092933e-01,-7.358918339e-02,-1.579077542e-01,-1.217873618e-01,-5.231195316e-02,2.605805695e-01,-2.293297090e-03,-6.172021106e-02,-3.883976862e-02,2.503468469e-02,-2.524215728e-02,-7.460815459e-02,-8.071925491e-02,4.729334032e-04,-2.045422792e-02,-6.052478217e-03,-1.258294284e-01,-1.500812024e-01,6.820163876e-02,1.989700366e-03,-1.290767938e-01,6.210521460e-01,-1.606937945e-01,-9.196350724e-02,-2.020878941e-01,-8.081333041e-01,1.573689468e-02,-1.456506271e-02,-5.571798682e-01,-2.137201130e-01,-1.594853103e-01,-4.076201003e-03,-7.560512424e-02,-1.006804630e-01,-1.105384603e-01,-3.693538606e-01,-1.735824347e-01,3.939757049e-01,-7.295626998e-01,7.223583013e-02,3.402889892e-02,2.769728564e-02,3.567698644e-03,-4.693406820e-02,-8.631464839e-02,2.345678397e-02,-3.979670629e-02,2.936190926e-02,-1.259402372e-02,-6.213635672e-03,5.200491101e-02,1.469708886e-02,-2.278183959e-02,4.264255986e-03,-3.468222916e-03,-3.505590186e-02,1.192945405e-03,3.539545834e-02,-4.260183126e-02,-5.095183849e-02,-6.252411008e-02,-2.609594353e-02,-2.526377700e-02,2.482334524e-02,-3.395805135e-02,4.188162088e-02,8.361568674e-03,3.377154469e-02,1.129795704e-02,-3.584714979e-02,-1.305972505e-02,-2.065324225e-02,-1.380863541e-04,-4.621118307e-02,3.355956450e-02,-4.953230172e-02,1.994062215e-02,5.024890881e-03,-4.452260211e-03,-3.101685084e-02,-5.608612555e-04,1.370162331e-02,4.376571625e-02,-5.009827390e-02,-2.459567413e-02,3.125692159e-02,2.009671926e-02,5.049786344e-02,-2.034236491e-02,-5.192779005e-02,-6.400183309e-03,-5.495614558e-02,1.465989091e-02,-7.886547595e-03,2.788037527e-03,-5.884372070e-02,-2.751939744e-02,-2.156204171e-02,3.354189172e-02,-3.691602033e-03,2.451938577e-02,1.839691773e-02,1.512839645e-02,3.093383275e-02,1.629332080e-02,4.475076683e-03,6.017608941e-02,-4.419966415e-02,1.113288291e-02,1.667655818e-02,-1.210169122e-02,2.567568235e-02,6.444442086e-03,3.023468331e-02,1.749000140e-02,2.724931017e-02,-7.252328843e-02,1.360627543e-02,6.396396458e-02,2.064371109e-02,-5.685118958e-02,2.648806758e-02,3.517804295e-02,-2.592138946e-03,-1.789660566e-02,1.916725375e-02,1.529590786e-02,2.625816315e-02,-3.768474562e-03,-3.664261848e-02,-1.258919388e-02,2.912232652e-03,-5.183650181e-02,3.137172014e-02,1.129528391e-03,-2.851441503e-02,5.226272158e-03,6.340792775e-02,-5.184750259e-02,2.659562416e-02,4.095340520e-02,-4.587848857e-02,-3.287587315e-02,-2.667538449e-02,6.713663042e-02,3.043439612e-02,-4.686667584e-03,-1.821536198e-02,-2.728927415e-03,-2.714254521e-02,8.000569418e-03,2.523194999e-03,4.672615230e-02,7.373255678e-03,8.572894149e-03,2.707488276e-02,1.426829584e-02,7.667025086e-03,2.014053613e-02,-5.114877596e-02,2.153040655e-02,1.314888708e-02,-1.923177205e-02,-4.643905908e-03,6.788542123e-06,4.507931694e-02,-7.494423538e-02,3.204797208e-02,3.510846198e-02,-3.294109553e-02,6.953714415e-03,2.781703882e-02,8.972605690e-03,1.995271444e-02,-6.406325102e-02,-6.342206895e-02,3.480595052e-01,7.647618651e-02,-6.890728325e-02,1.974503696e-02,-3.355104476e-02,-2.707720920e-02,-1.453361847e-02,-4.820679873e-02,1.844486147e-01,-6.111396477e-03,8.489910513e-03,-5.076370016e-02,-3.923848271e-03,7.524551451e-02,3.773924708e-01,-3.098117560e-02,1.135883480e-01,-1.273113769e-02,2.753070295e-01,5.221852288e-02,-2.349470370e-02,-1.778558940e-01,3.595104814e-01,4.766495898e-02,3.693053871e-02,-7.016924024e-02,1.237743814e-02,3.264037892e-02,7.285722345e-02,-4.996401072e-02,1.207498088e-02,-1.470834669e-02,1.215096042e-01,2.402792498e-02,1.960451901e-02,1.628665440e-02,6.834198534e-02,-7.301741093e-02,2.867460065e-02,4.029621929e-02,3.841865063e-02,4.990905523e-02,-3.140631132e-03,-4.139627144e-02,6.242225692e-02,1.041770447e-03,2.468471788e-02,-4.559807852e-02,-6.855202839e-03,2.378912829e-02,9.212168306e-02,4.887585342e-02,4.624132533e-03,-9.118606895e-02,1.381149143e-01,-1.496681944e-04,-3.723980859e-02,-3.670881689e-02,6.158740260e-03,-6.161159277e-02,1.933349669e-02,-3.102784418e-02,3.704780340e-02,4.173496738e-02,-8.740529418e-02,2.154900692e-02,-4.485372826e-02,3.351169452e-02,7.955931872e-02,-1.585168391e-01,5.724409223e-02,2.531849034e-02,-2.352770232e-02,2.514509559e-01,-7.813277096e-02,-2.202812396e-02,1.575746238e-01,5.965261906e-02,4.803709313e-02,1.399150956e-02,-7.054509223e-02,4.703636095e-02,-1.543699019e-02,1.222842708e-01,5.695556104e-02,-1.805822104e-01,2.577886879e-01,-7.259595674e-03,-2.860946395e-02,-1.954469085e-02,-5.315877125e-02,6.115633994e-03,-2.427474968e-02,8.328948170e-03,3.734280169e-02,1.354288124e-02,3.212774172e-02,2.287983522e-02,-3.517090902e-02,-3.309623152e-02,5.844038725e-02,-1.169414148e-01,1.034959499e-02,5.671275780e-03,-3.181261476e-03,1.616251469e-01,2.626318298e-02,1.227661781e-02,1.445390880e-01,2.645687945e-02,3.214413533e-03,2.070737444e-02,3.531809151e-02,4.522082582e-02,-6.078760489e-04,9.729304910e-02,7.147585042e-03,-5.083062127e-02,2.226811945e-01,2.947079390e-02,-5.210911040e-04,-5.240527540e-02,7.244782895e-02,-1.599919051e-02,3.560350090e-02,-1.911473274e-02,3.106273338e-02,6.958122551e-02,-1.508014929e-02,-7.357646525e-02,-4.622520506e-02,1.530816226e-04,4.527621716e-02,-1.717109233e-02,9.762935340e-03,1.612971304e-03,6.078418810e-03,1.540071517e-02,-1.572094485e-02,5.159831140e-03,-2.796519734e-02,-2.657695906e-03,-1.610011235e-02,3.016711399e-02,-6.139634550e-02,-5.308939144e-02,-1.994416118e-02,1.325794123e-02,1.120943576e-02,2.730999701e-02,1.469638571e-02,1.289479528e-02,1.809154078e-02,-2.350421995e-02,1.841208339e-02,9.833212942e-03,5.713214632e-03,-2.243954875e-02,-2.178772353e-02,-1.806703769e-02,1.859936118e-02,5.403133482e-02,4.341572896e-02,-3.552370518e-02,-3.723785281e-02,-9.558828548e-03,-1.265997253e-02,-3.004517406e-02,-1.987586543e-02,-4.404863343e-03,-5.286529660e-02,-2.008882351e-02,-3.730998840e-03,-2.506713383e-02,3.527587652e-02,1.342288312e-02,5.355372559e-03,-2.486549132e-02,7.388917357e-02,-2.551782504e-02,-3.702954855e-03,-3.018130548e-02,-3.976005316e-02,4.311587196e-03,1.467839442e-02,3.754790127e-02,-1.163939480e-02,3.471384570e-02,-1.437663101e-03,-5.028249323e-02,-2.528311126e-02,8.984287269e-03,4.067541659e-01,6.684533507e-02,5.563802645e-02,-1.047605276e-02,5.004067346e-02,-4.950793087e-02,4.195447266e-02,2.950779535e-02,3.537286520e-01,2.998028696e-01,-1.465329248e-02,7.761036046e-03,1.515086442e-01,1.415533423e-01,4.338197410e-01,-7.211057842e-02,9.940208495e-02,5.581384152e-02,1.068456769e-01,9.088618308e-02,7.421202213e-02,-3.645686898e-03,3.242130578e-01,-5.416300520e-02,3.952269908e-03,6.532588601e-02,2.197511494e-02,2.080698498e-02,1.370425224e-01,-2.345299721e-02,9.018611163e-03,-3.373403102e-02,8.002249897e-02,3.948296886e-03,-1.948346011e-02,-1.463615522e-02,4.256885126e-02,-5.838807300e-02,2.295720950e-02,-1.274268329e-02,6.136482209e-02,1.262166202e-01,-1.888281479e-02,1.433000714e-02,8.561924845e-02,7.412648946e-02,6.638552994e-02,-1.894831099e-02,1.280211750e-02,1.370005030e-02,9.008146822e-02,7.262419164e-02,3.222080693e-02,3.453941550e-03,7.890489697e-02,6.947318092e-03,5.787551403e-02,-4.564815760e-02,3.146018600e-03,1.297774818e-02,2.837332198e-03,6.304911338e-03,-1.870425791e-02,3.403331339e-02,1.203459352e-01,3.801582381e-02,-1.482803188e-02,-9.328004904e-03,9.267667308e-03,-1.736063659e-01,6.270894408e-02,-5.180319306e-03,-1.614864357e-02,9.576112777e-02,9.839471430e-03,-8.818136528e-03,6.470926106e-02,6.913468242e-02,1.196642220e-01,-1.479203533e-02,2.748553175e-03,-1.066716760e-02,6.295526773e-02,6.570251286e-02,8.878336288e-03,-1.300688833e-01,2.334458679e-01,-5.805609282e-03,-2.593566023e-04,-5.947780237e-02,5.935303494e-02,3.933653235e-02,-1.484713331e-02,-5.130624026e-02,9.297334589e-03,-2.187218331e-02,4.970335960e-02,-4.646991566e-02,-5.274379998e-02,-2.101502754e-02,2.909742855e-02,-8.961126208e-02,-2.843910456e-02,-4.150785133e-02,1.270225365e-02,5.561657250e-02,2.184811421e-02,-1.421576645e-02,2.473957464e-02,1.999204792e-02,5.688649788e-02,-5.352890119e-03,3.082012758e-02,9.015694261e-03,5.978088453e-02,-1.159518864e-02,2.695710957e-02,3.416055441e-02,9.258817881e-03,-3.859654069e-02,-8.681741543e-03,4.728639871e-02,-1.883618906e-02,-1.743269712e-02,2.007941343e-02 +biases1 = -2.661355073e-03,1.164247468e-02,-8.300390095e-03,-2.376502007e-01,-1.071227416e-01,-4.581151530e-02,-8.059610613e-03,3.586935624e-02,1.427828074e-01,-2.784026146e-04,6.265458185e-03,-2.505593598e-01,9.142360836e-02,0.000000000e+00,-1.788530972e-05,-5.075594783e-02,-9.296699613e-02,-6.145019531e-01,7.229236420e-03,-2.491205931e-01,-2.994982991e-03,-3.157420456e-01,7.006885856e-02,-1.148890052e-02,4.637909308e-02,3.681676835e-02,1.219150890e-02,-1.938948594e-02,-2.150563337e-02,1.260151854e-03,-4.180687666e-02,-1.785804331e-01 +weights2 = 2.072498389e-02,7.109382004e-02,-2.283680224e-04,3.507096171e-01,2.108885348e-01,-1.213660464e-01,1.581936702e-02,6.618990749e-02,-2.073713690e-01,1.404100507e-01,6.797411293e-02,3.009839356e-01,3.465352952e-01,-1.388731529e-03,3.700141970e-04,2.596229613e-01,1.966952831e-01,5.111674070e-01,1.939385757e-02,3.107571304e-01,6.040147319e-02,3.312268853e-01,1.636377722e-01,8.595579118e-02,-1.598153263e-01,4.171207845e-01,-3.964507952e-02,3.250453621e-02,-9.146767855e-02,1.667012228e-03,5.627717823e-02,1.972235441e-01 +biases2 = -4.851450026e-01 diff --git a/params/D00140.001.txt b/params/D00140.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e4e0756abd225775bc69c18355eab8f9b42713c --- /dev/null +++ b/params/D00140.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 7.891637832e-02,3.903504834e-02,2.888074596e-05,-1.596841812e-01,-6.736905873e-02,-4.727795124e-01,2.005337775e-01,-5.467544496e-02,-2.815074027e-01,3.630236983e-01,-1.447594464e-01,-2.815341391e-02,-1.800153113e-04,2.365775555e-01,-2.572912872e-01,1.900483370e-01,-2.210778445e-01,-5.576831475e-02,-3.393800871e-04,1.649383307e-01,-5.524449050e-02,1.327476054e-01,-1.179282591e-01,-1.083058491e-01,-9.600078338e-04,-4.014079869e-01,1.339236796e-01,-1.196152717e-02,-7.028520486e-05,-2.528640330e-01,1.053902414e-02,-2.849929631e-01,6.460257620e-02,-3.025727570e-01,1.643105643e-04,-1.624325663e-01,-1.154465750e-01,-2.970368266e-01,-3.700822294e-01,8.933451772e-02,2.206813693e-01,-2.110143751e-01,5.696549267e-02,-3.067280166e-02,-1.526746055e-04,-1.048761979e-01,1.632868350e-01,4.753093421e-02,-6.051663682e-02,-8.386075497e-02,-3.572695612e-11,1.203377992e-01,1.118956581e-01,4.163510799e-01,2.625482343e-02,-8.438330889e-02,-6.119997799e-02,-1.232443228e-01,-5.258030817e-02,-1.948234886e-01,-2.341367654e-04,-1.588236913e-02,-7.417971641e-02,-1.103112251e-01,8.919086307e-02,-8.188625425e-02,-1.512990275e-04,-2.229274213e-01,2.743647993e-02,-1.848983467e-01,3.775570914e-02,1.508076042e-01,-2.688298225e-01,-4.136725068e-01,-1.419685930e-01,-1.089017242e-01,-2.215730550e-11,1.677886248e-01,-4.040468037e-01,1.975872070e-01,-1.555179656e-01,-1.103146374e-01,-3.814946467e-05,2.884379625e-01,-2.381168157e-01,2.329076380e-01,-1.960927099e-01,-1.860353649e-01,-7.957051694e-02,-4.303512275e-01,1.183042973e-01,-1.869231835e-02,-3.317543815e-05,1.427745540e-02,-1.076812223e-01,-2.907912731e-01,-6.867620349e-02,-2.438704669e-01,-5.245915963e-05,-1.223393157e-01,6.299620867e-02,-8.725003898e-02,-6.422045082e-02,-3.919211775e-02,2.963887453e-01,8.178063631e-01,1.189457774e-01,-1.007884219e-01,1.044163193e-11,-2.948491573e-01,2.504868209e-01,1.014407203e-01,-2.954898635e-03,3.400861844e-02,7.575268683e-05,1.999583840e-02,2.153630555e-02,-1.810070574e-01,-3.842965886e-02,-8.402502537e-02,-7.056684047e-02,-3.466809988e-01,-1.023654789e-01,-3.664263710e-02,-7.754399121e-05,-2.406587638e-02,1.027578935e-01,-1.650105566e-01,6.998173147e-02,1.730931699e-01,3.609070334e-11,-2.927164435e-01,-9.446051717e-02,-1.538304687e-01,1.881992072e-01,3.465809226e-01,-3.412820101e-01,4.407935143e-01,-1.835657656e-01,-8.984383941e-02,-1.619899558e-04,-1.495055407e-01,-2.965957820e-01,1.235735863e-01,-1.046928391e-01,-1.878002286e-01,7.892267604e-06,2.389557362e-01,-1.471242160e-01,7.482934743e-02,-2.055570185e-01,-2.869049609e-01,2.118821628e-02,-5.131165981e-01,1.103037521e-01,7.682704180e-02,-2.090022172e-04,2.903367281e-01,1.571263075e-01,-3.596693575e-01,-1.197603792e-01,-2.495446354e-01,-7.344169717e-06,-4.540599138e-02,-9.317494929e-02,-2.990312278e-01,-1.735406220e-01,-8.090904355e-02,3.045383394e-01,-3.493499756e-01,1.558769941e-01,-1.794708520e-01,1.021598728e-04,-3.500060439e-01,7.853414118e-02,1.914728433e-01,1.621354371e-02,-1.386273652e-01,-1.381771435e-04,6.244767085e-02,2.087434530e-01,1.574074030e-01,-6.982339919e-02,-1.371220499e-01,-1.073892787e-01,4.860394821e-02,-8.931306005e-02,-7.228492200e-02,-7.629616448e-05,7.207909971e-02,-9.726759791e-02,-1.127536744e-01,-1.607024074e-01,-4.476111233e-01,1.189295517e-06,-8.861508220e-02,1.143359095e-01,3.445334360e-02,2.960454524e-01,3.957491368e-02,-2.492670119e-01,7.066203356e-01,-1.265360415e-01,-2.055292428e-01,5.529059126e-05,3.586295620e-02,-5.669996142e-01,1.910406202e-01,-9.577219607e-04,-5.718964934e-01,-2.270042751e-05,2.679044306e-01,-2.324189097e-01,-1.956347227e-01,-2.863810360e-01,-2.370661944e-01,-1.339194085e-02,-6.678091288e-01,1.224435940e-01,1.627254486e-02,-1.296074479e-04,2.712450624e-01,2.129158378e-01,-4.024424553e-01,-1.930285431e-02,1.083124399e+00,-3.730884782e-05,-1.982626319e-01,8.004970104e-02,-2.723565996e-01,-3.047050536e-01,3.473548293e-01,2.897010744e-01,-5.992349982e-01,5.564234033e-02,-1.162328571e-01,-2.072769566e-04,-3.565044403e-01,2.472649366e-01,1.075810045e-01,4.331027716e-02,-4.656476676e-01,1.686743781e-04,-1.752872765e-02,-8.796554059e-02,2.132604718e-01,3.445336595e-02,-3.083938360e-01,-1.497375816e-01,1.869636476e-01,-5.801113695e-02,4.096330330e-02,2.794665852e-05,-8.773787320e-02,-5.167566985e-02,-5.345748737e-02,1.051490083e-01,6.128213406e-01,-1.448705007e-04,-2.785191536e-01,-5.491745844e-02,1.597865522e-01,-3.023793101e-01,-4.488867149e-02,-2.746089101e-01,1.624854654e-01,-1.385813653e-01,9.277889878e-02,1.031146002e-11,1.950501502e-01,-2.055164278e-01,2.603907585e-01,-4.468310997e-02,-5.431500077e-01,8.021714893e-05,3.685219884e-01,-3.853572905e-01,-1.008483097e-01,-6.158085465e-01,-2.585695088e-01,7.780304551e-02,-4.662856162e-01,1.437442452e-01,-2.082908899e-01,-3.037710558e-04,7.954466343e-02,2.822802365e-01,-4.626670480e-01,-2.646233439e-01,-3.565452397e-01,4.572119360e-05,-2.640149593e-01,1.274169236e-01,-5.405212641e-01,8.221566081e-01,2.681226134e-01,2.637605071e-01,4.710283875e-01,1.536827087e-01,-2.760995030e-01,3.753794590e-05,-1.316206753e-01,-9.162822738e-03,2.347195446e-01,6.600739807e-02,-1.155849993e-01,2.017271618e-04,1.373705566e-01,1.874339283e-01,2.611495852e-01,-1.647288054e-01,-1.229861230e-01,-1.896978468e-01,-5.402495265e-01,-1.652750373e-01,1.266440004e-01,1.661065471e-05,-2.799728215e-01,-2.254165709e-01,-1.894765198e-01,2.330571860e-01,7.498166561e-01,-6.697465869e-05,-1.930558681e-01,1.382348835e-01,6.879042834e-02,1.794019490e-01,2.691138685e-01,-1.971725374e-01,-2.237923592e-01,-1.117289662e-01,8.483723551e-02,-4.747202183e-05,-4.622162133e-02,-6.642416120e-01,8.739493787e-02,-1.968688369e-01,-6.215365529e-01,-1.663269650e-04,4.194732904e-01,-2.170540392e-01,-4.040315747e-02,-4.498322308e-01,-4.976480603e-01,4.735649098e-03,3.072495013e-02,3.750408068e-02,-1.360195577e-01,-8.120491839e-05,4.898261279e-02,1.727228314e-01,-2.671691477e-01,-2.069283277e-01,-6.733621359e-01,-2.324700763e-04,-4.467844963e-01,-6.690055132e-02,-5.935576186e-02,-9.262463450e-02,-1.667002439e-01,1.966909915e-01,5.587022752e-02,1.919733882e-01,-4.114294648e-01,-4.910550342e-05,-1.342207938e-01,2.998342514e-01,2.378486991e-01,3.276586160e-02,1.428180784e-01,-4.876602907e-05,1.835679859e-01,1.913295686e-02,-1.900085360e-01,1.017764136e-01,2.369818389e-01,-1.270658970e-01,-2.358139157e-01,-1.239974350e-01,1.975165308e-01,8.535096276e-05,-5.667277612e-03,3.315356374e-02,-2.157563269e-01,-3.325743079e-01,1.872637272e-01,-5.193658581e-05,-2.640745342e-01,2.557265572e-02,1.062606722e-01,7.223528028e-01,3.200300336e-01,-2.444385439e-01,-2.030134015e-02,-1.519735754e-01,-2.352711931e-02,-1.313094399e-04,-1.121274605e-01,-1.919904947e-01,1.402022094e-01,-5.849841610e-02,-3.476303518e-01,-2.098619880e-04,1.664038748e-01,-3.231558502e-01,-9.853401035e-02,-6.241424680e-01,-2.988113761e-01,1.533174664e-01,-8.419780433e-02,1.295828819e-01,-1.866286546e-01,-1.930682047e-04,-3.229521681e-04,1.018075868e-01,-3.058294058e-01,1.793341190e-01,2.405382246e-01,2.121289799e-05,-2.230290323e-01,3.746620715e-01,-3.898420036e-01,-3.704758286e-01,-2.952843346e-02,1.284286529e-01,-1.275736392e-01,1.558796614e-01,-1.116950735e-01,7.643873687e-05,3.097639605e-02,-1.903636940e-02,1.840351373e-01,7.367420197e-02,-4.826917350e-01,-3.823364386e-05,2.835102379e-01,-2.033642381e-01,1.614889354e-01,1.094311289e-02,-1.497084200e-01,-1.597589701e-01,-1.416728944e-01,-1.395432353e-01,5.703674629e-02,2.460403266e-05,-5.530048534e-02,-4.932187870e-02,-1.760404706e-01,-3.080113092e-03,-1.531494409e-01,1.066752069e-11,3.644042835e-02,-3.141438067e-01,8.544047922e-02,6.133382022e-02,3.586721048e-02,-3.726988137e-01,-1.095920354e-01,-2.067648619e-01,-3.389000297e-01,9.820856212e-05,9.728153050e-02,1.419663280e-01,2.354757786e-01,-2.859490514e-01,-1.340165287e-01,-1.027404214e-04,1.186468303e-01,4.414407164e-02,1.032080948e-01,-3.013817668e-01,-1.387863606e-01,1.589831412e-01,-2.998223901e-01,1.507259309e-01,-4.608944356e-01,-1.096005290e-04,1.550289616e-02,-1.721624285e-01,-3.892037868e-01,2.048351765e-01,5.921900272e-02,1.078338682e-04,-1.635976136e-01,2.880699039e-01,-5.006555915e-01,3.904567659e-01,7.105451077e-02,2.761774361e-01,-4.510674998e-02,1.826052666e-01,8.545456529e-01,1.401203979e-11,-1.942570135e-02,1.448447537e-02,1.048947424e-01,-5.398937687e-02,-1.746023595e-01,-3.206230467e-04,-2.834870294e-02,-1.439791471e-01,9.165172279e-02,-4.114914536e-01,-1.262708455e-01,-1.858561039e-01,8.114548773e-02,-1.323261261e-01,-3.194802701e-01,-2.699004544e-04,-2.307796180e-01,-1.423013508e-01,-1.090309769e-01,1.733403355e-01,-1.670763940e-01,-1.383617346e-04,-2.992476821e-01,-2.580639720e-01,1.758237034e-01,-5.984366871e-03,-8.871076256e-02,-3.702319264e-01,-3.684740663e-01,-2.232364565e-01,7.248883843e-01,-7.172811820e-06,9.314510971e-02,3.500886858e-01,3.696509302e-01,-2.138701081e-01,1.231947318e-01,9.309674351e-05,3.350313902e-01,-2.731798887e-01,-1.060096473e-01,2.564758062e-01,-9.549871832e-02,2.267541140e-01,3.755646348e-01,1.710947752e-01,-4.648543894e-01,3.678531438e-11,-1.412504017e-01,-3.676478863e-01,-3.827523887e-01,1.726618782e-02,-2.376936972e-01,-5.440881796e-05,-2.000853717e-01,4.175248444e-01,-4.623513520e-01,-2.747765481e-01,-1.181338681e-03,1.225428376e-02,-2.862647735e-02,1.643286347e-01,-2.620294988e-01,7.938929048e-05,-1.018233448e-01,-2.830429673e-01,-4.105558619e-02,-1.151627526e-01,-1.211761683e-01,1.306440026e-05,1.277773678e-01,-1.200912613e-02,1.715040505e-01,-2.363831252e-01,2.687045000e-02,8.285601623e-03,-3.516329229e-01,-1.189059615e-01,-2.629635334e-01,-2.388165740e-04,1.277222391e-02,1.426270157e-01,-1.032401398e-01,4.004449844e-01,-7.079178691e-01,-3.712065377e-11,-2.162307650e-01,-3.027599156e-01,4.822885692e-01,-3.156883717e-01,6.317322701e-02,-2.375694066e-01,1.551483423e-01,-2.954798937e-01,7.273769975e-01,-1.050659048e-04,-2.304096334e-02,2.933155596e-01,1.388513148e-01,-2.998215258e-01,1.096520782e+00,-3.896282578e-05,2.311024368e-01,-2.741464674e-01,-4.937415123e-01,3.085782826e-01,-6.886821985e-02,1.618164778e-01,1.488993876e-02,2.528486252e-01,-4.349034727e-01,-1.489525603e-04,-1.271814406e-01,-3.065103590e-01,-4.523952901e-01,-1.221945807e-01,-6.501715779e-01,2.994823808e-05,-2.155602127e-01,-3.589056730e-01,-5.952884555e-01,-4.297286570e-01,1.284612250e-02,-6.133624911e-02,-5.977470875e-01,5.517264456e-02,-3.594585955e-01,-1.761001477e-05,-9.385254979e-02,7.993441075e-02,1.603847444e-01,-1.168354228e-01,-1.409438103e-01,-2.826909986e-05,1.639818251e-01,8.097257614e-01,3.861761093e-01,1.755620092e-01,-1.656025052e-01,1.457921509e-02,5.494735762e-02,-1.882219128e-02,-1.979667395e-01,6.808479520e-05,1.070683450e-01,-2.250273079e-01,-3.769231960e-03,2.612586319e-01,4.624330252e-02,-5.022649566e-05,-1.851313263e-01,8.631397504e-04,3.081058860e-01,-1.490260661e-01,1.134749502e-01,-1.923791915e-01,3.746689297e-03,-2.362338305e-01,1.049612612e-01,-2.513032232e-04,-1.769990474e-01,3.245984018e-01,2.383501232e-01,-2.304258049e-01,1.673160642e-01,3.124768409e-05,2.538009286e-01,-1.631978750e-01,-2.335290164e-01,3.753917515e-01,-1.683281660e-01,1.349542141e-01,-2.569098473e-01,2.793014646e-01,-2.916022241e-01,-7.027589891e-05,-5.252443999e-02,-3.722885251e-01,-3.662970066e-01,-2.053179294e-01,-4.293545485e-01,3.185766036e-05,-3.643171787e-01,-7.304616272e-03,-4.092150331e-01,-3.953002393e-01,-5.845016334e-03,-5.889333785e-02,-6.310914457e-02,1.178650185e-02,2.675933242e-01,-6.078780279e-05,1.458366215e-01,1.117427871e-01,7.521744817e-02,3.660805523e-02,-1.866244972e-01,-1.565197308e-04,2.580100000e-01,4.313546792e-02,1.139282212e-01,-9.191101044e-02,-9.734400362e-02,-6.810772698e-03,-5.710529163e-02,-6.118282676e-02,-3.458514214e-01,-6.953755656e-05,-5.330175906e-02,-2.223743051e-01,-1.048447415e-01,-1.949454993e-01,6.432403624e-02,-1.298028074e-04,-2.112063766e-02,5.218353122e-02,4.020794928e-01,1.655297130e-01,-2.302048504e-01,-6.676334888e-02,-6.807181053e-04,-1.459974051e-01,-2.188218385e-01,3.071223182e-05,-1.638611406e-01,1.601818353e-01,1.956372261e-01,3.992885947e-01,-2.076534778e-01,-8.320671623e-05,2.049308270e-01,-4.831022397e-02,-4.017165899e-01,-1.649986804e-01,1.518363059e-01,-1.282933056e-01,-3.058304489e-01,3.301783204e-01,1.359998155e-02,-9.622058358e-12,-1.937274039e-01,-3.656756878e-01,-4.079141319e-01,-1.554021388e-01,-1.628721803e-01,-2.213167609e-04,-4.677549601e-01,-5.361274257e-02,-6.410679221e-01,-2.987073660e-01,6.678221282e-03,7.098299265e-02,-1.067485847e-02,-1.648327261e-01,1.182578728e-01,-1.505906257e-04,3.065167367e-01,-1.136708166e-02,1.613377482e-01,-1.873297691e-01,-9.653620422e-02,-1.607001468e-04,2.468068153e-01,-7.630166411e-02,4.206048250e-01,3.699640930e-02,-8.600626141e-02,9.065119666e-04,-5.612575263e-02,-2.617701702e-02,-1.778920293e-01,-9.408697224e-05,-8.573597670e-02,5.844263732e-02,-1.064045727e-01,-2.301782519e-01,1.332728714e-01,8.340415661e-05,1.492038369e-01,6.409975886e-02,4.982907176e-01,8.225000650e-02,-1.307889819e-01,1.162687242e-01,-7.832874358e-02,-2.231787890e-02,-1.654812396e-01,2.520232738e-05,-2.891630828e-01,2.668251991e-01,-2.465897352e-01,-3.639936447e-03,-2.938282788e-01,-2.653329866e-04,2.009460628e-01,-1.326900423e-01,-4.937746823e-01,-4.952977300e-01,-2.390835285e-01,-2.153112590e-01,-1.714776456e-01,2.712783515e-01,5.206833482e-01,-4.242145951e-05,1.561088264e-01,-2.512221038e-01,-4.570547342e-01,-1.453079730e-01,-1.662148088e-01,-2.014954807e-04,-5.585017204e-01,-2.633887529e-02,-4.031602740e-01,2.358465269e-02,5.010276437e-01,-4.728917032e-02,-3.567597643e-02,-1.509767324e-01,-4.358174503e-01,-2.724227306e-05,7.970178872e-02,-1.516930312e-01,7.145462036e-01,2.406848520e-01,-7.537416369e-02,-5.097859685e-06,1.717935950e-01,-3.132744133e-02,1.779598147e-01,1.282539219e-01,-2.893068790e-01,2.316910028e-02,-8.803021163e-02,-1.043142751e-01,-1.839214116e-01,-3.013456590e-04,-8.424784243e-02,-2.195494249e-02,-1.681307256e-01,-2.218681276e-01,2.424944565e-02,-2.063032152e-04,-1.099821031e-01,-1.237503886e-01,4.678174257e-01,5.938996747e-02,1.256781220e-01,3.092119396e-01,1.461146325e-01,1.389624476e-01,-2.051772326e-01,-1.335027228e-11,-3.444601595e-01,2.647583745e-02,2.859329879e-01,3.551521003e-01,-2.594228387e-01,-3.995564839e-06,2.750490308e-01,-4.777937382e-02,-3.365821838e-01,-3.410272002e-01,2.357877605e-02,-5.925075412e-01,-6.382680684e-02,7.931862958e-03,-9.083110839e-02,-1.199412965e-11,-1.743677706e-01,-2.713851333e-01,-2.679609954e-01,-3.114400208e-01,-1.068252772e-01,-4.347731738e-05,-1.203485429e-01,4.610331729e-02,-3.205235600e-01,-8.921173960e-02,-1.879809201e-01,-6.371711195e-02,-2.467375249e-01,-1.504342556e-01,-1.344062984e-01,-8.595416148e-06,7.456965446e-01,-9.833863936e-03,-4.208966792e-01,3.986848518e-02,-6.049920619e-02,1.122720278e-04,-8.162428439e-02,-9.033652022e-04,-3.140367568e-02,1.097928807e-01,-1.196856201e-01,2.242923230e-01,-2.085617781e-01,-3.158807987e-03,1.658347100e-01,-1.618756942e-04,-3.639191389e-01,9.666209668e-02,2.455291599e-01,2.326263934e-01,8.442197926e-03,-1.204853615e-04,7.455703616e-01,-2.082272172e-01,2.603333890e-01,1.439057887e-01,2.310113311e-01,-6.138519049e-01,8.342139423e-02,9.028191119e-02,-4.002379999e-02,-2.416870484e-05,-4.577266276e-01,2.285632938e-01,3.762560189e-01,-4.248619080e-01,-1.797256321e-01,-1.068988127e-11,-1.992751211e-01,1.143513154e-02,-2.852077782e-01,-2.471635193e-01,-3.068073392e-01,-4.294962287e-01,-1.472973377e-01,-9.442704916e-02,2.883538604e-02,-2.474277571e-04,8.234536052e-01,-3.503067493e-01,-1.643799394e-01,-7.488970645e-03,6.380682345e-03,5.330169370e-05,-5.108991861e-01,6.558544934e-02,-3.436442316e-01,-9.831710905e-02,-1.360860169e-01,4.877755642e-01,-5.791914836e-02,-2.653989196e-01,-3.733416796e-01,-1.437870524e-04,-5.153279901e-01,-1.191846058e-01,-4.341645837e-01,6.154934689e-02,-2.375567108e-01,-2.770474995e-11,-7.230775803e-02,5.068917759e-03,1.476157010e-01,-5.971344188e-02,5.408944935e-02,4.331372380e-01,-2.515818775e-01,2.629594505e-01,1.192997023e-01,-1.878843782e-11,1.265967451e-02,8.321026713e-02,6.511545181e-02,-3.965461161e-03,4.104051739e-02,-1.413998834e-04,-9.504764527e-02,-1.096628606e-01,2.813934684e-01,8.115452528e-02,1.154427081e-01,4.608163834e-01,-2.172980458e-01,-2.923441827e-01,-1.134806052e-01,-1.646615128e-04,-3.378970176e-02,2.434124202e-01,6.784893572e-02,-3.877695501e-01,-1.961841732e-01,-1.748750365e-04,3.981897533e-01,9.081597440e-03,-2.031932026e-01,-1.615343839e-01,-3.208341897e-01,-1.423424035e-01,-5.440777540e-02,9.376166463e-01,-3.642440587e-02,-8.870872989e-05,-4.138631225e-01,-2.233907878e-01,-2.143989354e-01,6.859015673e-02,-6.087032706e-02,-1.678282133e-04,1.976959854e-01,4.339199513e-04,-4.834918380e-01,-1.035514623e-01,2.618167400e-01,6.177042797e-02,3.556277603e-02,-3.717660606e-01,-3.002101928e-02,-6.946800568e-05,3.730869889e-01,-1.197565645e-01,-5.120409653e-02,1.846510172e-01,-1.866603494e-01,3.768581519e-05,-5.376584530e-01,-2.578013204e-02,1.844469756e-01,-7.696621865e-02,-2.145662755e-01,-5.029852390e-01,-1.367707551e-01,-2.798954248e-01,-8.480850607e-02,-1.349058730e-04,-6.270809472e-02,-5.814279616e-02,4.055450484e-02 +thresholds = -5.525238514e-01,-1.609481454e+00,-1.127704279e-03,-1.474672556e-01,-5.045317411e-01,-8.821494579e-01,-1.044275403e+00,-6.331136823e-01,-4.910874069e-01,-1.492783308e+00,-2.644833177e-02,-1.060020089e+00,-1.257078489e-03,-5.483816862e-01,-6.328228712e-01,-6.295143366e-01 +weights1 = 4.511161894e-02,1.262027621e-01,2.783707082e-01,-9.537947364e-03,1.475735605e-01,-2.967340872e-02,-1.439491846e-02,3.056900501e-01,-5.580723286e-02,5.559162237e-03,3.275099024e-02,7.603352889e-03,1.678347290e-01,-5.908421241e-03,-4.521050490e-03,-4.460212775e-03,2.102276683e-01,2.016908526e-01,-4.199872911e-02,-2.522001788e-02,2.977024764e-02,1.744979918e-01,2.958206832e-02,-7.350062486e-03,-2.256544866e-02,1.687444374e-02,2.303237095e-03,2.050230205e-01,1.574094146e-01,-8.398064971e-02,1.269081533e-01,3.175508173e-04,2.009669319e-02,-3.283825889e-02,8.604291826e-03,4.885530099e-02,4.758773372e-02,1.946159266e-02,5.477515608e-02,-2.775908634e-02,-7.248902228e-03,7.163474220e-05,4.515412077e-02,-1.990182645e-04,-1.234922279e-02,-8.826046251e-03,3.466089442e-02,4.145445302e-03,-2.051777765e-02,4.814492911e-02,-4.683657363e-02,-2.815409377e-02,7.240657229e-03,-1.203985885e-03,-4.650506377e-02,1.739179133e-03,3.880856186e-02,3.300821641e-03,2.443057112e-02,3.151603974e-03,4.211927007e-04,1.613798179e-02,2.507084282e-03,-4.133829102e-02,-2.205799799e-03,3.761265278e-01,3.082260191e-01,-1.677343808e-02,1.816084683e-01,-1.028418392e-01,-1.672659516e-01,1.594434232e-01,-6.900076289e-03,-1.203975976e-01,-3.746367246e-02,-5.626814440e-02,2.404764444e-01,-1.442832500e-01,7.001475315e-04,-1.622194648e-01,2.479804158e-01,3.958195746e-01,-1.465426385e-01,-7.162979990e-02,3.052101731e-01,3.081686795e-01,1.547844056e-02,-7.677842677e-02,-1.361461133e-01,-3.644567728e-02,-1.127328053e-01,2.609494030e-01,1.676074117e-01,-1.390385628e-01,2.425280809e-01,-1.775663579e-03,-2.726300433e-02,8.088652790e-02,1.269829124e-01,1.904611103e-02,-6.112452596e-03,-2.518043667e-02,3.774584085e-02,6.391923130e-02,4.352068994e-03,-4.289955646e-02,-7.355839014e-02,-2.123497985e-02,1.072278321e-01,-4.972694814e-02,-4.038426653e-02,-3.866550699e-02,4.098903760e-02,1.203941479e-01,3.470639640e-04,3.636125103e-02,4.178498685e-02,6.753887236e-02,2.324010711e-03,4.972361494e-03,-2.414350584e-02,-4.279519618e-02,-1.060900092e-01,4.892831203e-03,-3.757638391e-03,-5.713418871e-02,2.528196573e-02,-4.782406241e-02,4.701626021e-03,3.337325901e-02,-2.117852680e-02,2.659926564e-02,-2.051050588e-02,-6.547496468e-02,8.345517927e-06,9.638385847e-03,-5.032221228e-02,-3.324710950e-02,-3.162515908e-02,-1.188811287e-02,4.507450387e-03,2.282166854e-02,-2.711712569e-02,2.999130078e-02,9.773603640e-03,6.499192677e-03,-3.996051848e-02,3.390194103e-02,1.245542429e-02,-2.588219941e-02,3.852105513e-02,9.853278287e-03,-5.814934894e-02,-8.316114545e-03,-4.341513664e-02,8.561255410e-03,-2.703743614e-02,-1.061371040e-05,6.238340400e-03,-2.697360516e-02,2.427348867e-02,3.523083776e-02,3.963217605e-03,-4.082324449e-03,-5.837070569e-02,-2.618656680e-02,-3.701671958e-02,-3.614339605e-02,-2.407763340e-02,3.012019442e-03,-6.691261660e-03,-5.950409546e-02,-2.542369813e-02,1.686187461e-02,-2.410789207e-02,-1.110409969e-03,5.549328402e-02,2.838155441e-02,-1.802625880e-02,-1.765889302e-02,-1.614473993e-03,-9.966241568e-02,3.087650426e-02,2.955042198e-02,2.108205296e-02,1.971711032e-02,-2.320826240e-02,2.502069436e-02,-1.095819380e-02,-2.345656045e-02,-2.912560850e-02,-6.765266508e-02,-2.108810283e-02,-2.032161057e-01,-4.592076540e-01,-3.858543560e-02,-1.334927678e-01,-9.680619463e-03,2.444714867e-02,-2.150075138e-01,1.402384788e-02,9.280855738e-05,-5.411307141e-02,5.175505206e-02,-3.290900290e-01,7.133454084e-02,-1.480475999e-02,7.554045320e-02,-1.969670057e-01,-3.694328666e-01,6.699013710e-02,4.462514445e-02,-1.226875931e-01,-9.695261717e-02,-2.034521848e-02,1.277218759e-02,3.902920708e-02,-9.922126681e-02,1.019039564e-02,-1.780514866e-01,-1.739289165e-01,3.740470484e-02,-1.628972292e-01,-7.900607772e-03,6.535562221e-03,-1.246038526e-01,-7.385927439e-02,-4.338036105e-02,-1.579885185e-01,2.105719894e-01,1.804633737e-01,-6.715805084e-02,2.548712678e-02,2.150246799e-01,2.091130763e-01,2.293681800e-01,-9.061668813e-02,1.745548993e-01,6.150536705e-03,1.364965588e-01,-1.104577109e-01,-4.187523574e-02,9.630374610e-02,1.660557538e-01,-5.559911206e-02,-1.245255843e-01,2.218879014e-02,2.269987315e-01,2.091328204e-01,2.532431483e-01,2.791818380e-01,-1.272224933e-01,-1.173691526e-01,1.889043450e-01,-1.519472152e-01,-1.922693849e-02,-1.210396457e-02,1.210551783e-01,6.373768300e-02,-3.470321000e-02,1.298418641e-01,-1.754441112e-02,-9.785294533e-02,1.575731933e-01,1.639673300e-02,-1.475191116e-01,-1.013009325e-01,-1.121403798e-01,1.242252812e-01,-7.678476721e-02,1.220155228e-02,-8.873789757e-02,1.651673913e-01,1.640910357e-01,-8.109009266e-02,-6.628265977e-02,2.270807624e-01,1.642681211e-01,-3.163836151e-02,-1.655894518e-01,-1.571780294e-01,-5.557500571e-02,-1.026862636e-01,1.594797075e-01,1.763460487e-01,-7.281126082e-02,1.426443458e-01,6.350924959e-04,-5.035175756e-02,-9.893151931e-03,-1.757039875e-02,1.916236593e-03,-6.156829186e-03,-2.072020620e-02,-2.870990522e-02,6.572225690e-02,7.553661708e-03,-3.197770938e-02,-1.624971628e-02,-4.577054176e-03,-4.008329287e-02,-1.067876723e-02,-2.519696951e-02,-1.742848009e-02,-4.997644201e-02,-8.412110619e-03,2.200290328e-03,-2.889906615e-02,6.669480354e-03,3.720820183e-03,9.887892753e-03,-3.136166558e-02,2.267896198e-02,-2.559079230e-02,2.538083307e-02,1.019038446e-02,1.971968822e-02,-4.259794205e-02,1.736415364e-02,3.701688955e-03,-1.405398361e-02,-2.843568325e-01,-4.439682662e-01,-1.688490435e-02,-1.642233580e-01,-1.098598838e-01,6.722901016e-02,-3.176310658e-01,-1.584216580e-02,6.934052333e-03,-1.010408625e-01,5.856416002e-02,-4.263709188e-01,1.277230531e-01,-2.555110119e-02,8.548710495e-02,-1.788045466e-01,-4.792280495e-01,5.328795686e-02,-3.048412874e-02,-3.877193630e-01,-3.716716766e-01,-3.115819953e-02,9.792903438e-03,5.701722950e-02,-2.751533091e-01,7.151635736e-02,-1.820765436e-01,-1.719388217e-01,1.209394187e-01,-1.472924203e-01,-9.591565467e-03,-1.778422482e-02,-1.008292958e-01,-8.565094322e-02,-5.832246691e-02,-7.325381786e-02,2.947112313e-03,4.760272428e-02,-7.975246012e-02,2.401818335e-02,3.086014278e-02,5.208610743e-02,4.292595759e-02,-7.059460133e-02,4.643161595e-02,-5.273209885e-02,-1.609978615e-03,-7.913995534e-02,-1.408685297e-01,6.587056071e-02,1.797614247e-02,-4.653337970e-02,-1.025010869e-01,4.157925770e-02,5.275804177e-02,6.490660459e-02,5.287739635e-02,4.959610105e-02,-1.325890869e-01,-9.654490650e-02,9.076917917e-02,-9.413258731e-02,-7.151750615e-04,-3.544116765e-02,2.625744939e-01,1.617995352e-01,1.310965233e-02,1.420115530e-01,-5.739666894e-02,-2.216288261e-02,2.242513299e-01,-6.514459103e-02,-7.352806628e-02,-8.999738842e-02,-7.643664628e-02,1.852740496e-01,5.989998113e-03,-1.064010244e-02,-4.775230587e-02,1.437628716e-01,3.483493030e-01,-3.914741054e-02,-8.552272618e-02,2.705953717e-01,2.175656110e-01,1.641647890e-02,-7.812017202e-02,-3.511302173e-02,-1.059048474e-01,-3.959887102e-02,1.602259427e-01,1.321026087e-01,-4.940585047e-02,1.351348311e-01,4.571210966e-02,-1.680019684e-02,8.334625512e-02,8.364184946e-02,-1.176798716e-02,2.228736691e-02,-1.240389142e-02,-1.707677171e-02,6.930948794e-02,2.566410229e-02,-4.295662045e-02,-5.154740438e-02,-2.864812850e-04,4.627265409e-02,-2.777693048e-02,7.809107192e-03,-3.641977161e-02,5.942625552e-02,1.106565520e-01,-7.872851565e-03,-9.082105011e-03,5.764469877e-02,6.954366714e-02,1.022664364e-02,-3.881343827e-02,-1.667483337e-02,-7.784413546e-02,-5.447233468e-02,8.834759891e-02,-2.326108329e-02,-3.080040962e-02,3.525441140e-02,2.755576931e-02,2.533372492e-02,1.689181924e-01,1.246381253e-01,-1.986045018e-02,2.258535177e-01,-8.654428273e-02,-9.943562001e-02,1.123282388e-01,-1.342075691e-02,-3.214710578e-02,-6.307075918e-02,-1.052826196e-01,1.589718014e-01,-1.045921743e-01,2.526298398e-03,-1.005377620e-01,9.731625021e-02,2.065770477e-01,-7.699102908e-02,-7.371319085e-02,1.845445484e-01,2.107654363e-01,1.438066922e-02,-1.383553296e-01,-4.704491049e-02,-5.523316935e-02,-8.489555866e-02,1.956016719e-01,9.117779136e-02,-5.818801746e-02,1.420168877e-01,-2.855787985e-03,1.457691565e-02,3.021930903e-02,-8.538372815e-03,6.548635662e-02,4.820635542e-02,-6.502845883e-02,-6.187291816e-03,1.838329062e-02,-2.301106974e-02,-3.816678375e-02,-2.973152697e-02,-6.190947723e-03,8.757852949e-03,2.933160588e-02,-1.643865556e-02,3.680196404e-02,3.646490723e-02,-1.873373426e-02,6.523993798e-03,1.300370973e-02,1.745502651e-02,-8.925466798e-03,1.552801393e-02,-1.661844552e-02,-3.373356536e-02,1.650464721e-02,-5.354827642e-02,6.904442795e-03,1.184416655e-02,1.691205613e-02,2.088322304e-02,3.142552823e-02,-2.198046306e-03,-1.848567128e-01,-2.711253464e-01,1.583070145e-03,-8.952831477e-02,5.074984580e-02,8.310718089e-02,-2.817788720e-01,2.181533026e-03,5.340592936e-02,3.348588943e-02,1.625336707e-02,-2.797011137e-01,-3.226148710e-02,-1.381745469e-02,9.224414080e-02,-2.234629840e-01,-2.787828445e-01,7.198391855e-02,-2.394431643e-02,-2.219849229e-01,-1.611118317e-01,-8.818333037e-03,2.113170549e-02,6.301205605e-02,-3.787077265e-03,2.203301713e-02,-1.925810575e-01,-1.721362025e-01,8.648610115e-02,-1.305239648e-01,-1.496471744e-02,-2.898114175e-02,-9.209182858e-02,-6.526893377e-02,-1.909530163e-02,-1.274667978e-01,1.354386955e-01,9.337741882e-02,-2.389906719e-02,4.542825371e-02,9.969966859e-02,1.307301521e-01,5.669792369e-02,-3.697447479e-02,5.931201205e-02,-1.543152053e-02,5.113950372e-02,-7.298687845e-02,-6.796659529e-02,1.002590209e-01,4.474434629e-02,-6.248881668e-02,-5.692814663e-02,5.518978462e-02,7.239776850e-02,5.485905707e-02,1.684998125e-01,1.262787879e-01,-1.099227667e-01,-1.011875942e-01,9.961789846e-02,-6.436276436e-02,4.079771787e-02,-2.792055719e-03,1.805080771e-01,1.983728409e-01,-1.119774301e-02,2.667423189e-01,-1.027858481e-01,-9.657417983e-02,1.774133891e-01,-3.941734508e-02,-1.039312631e-01,-1.115190089e-01,-5.648076907e-02,3.173854053e-01,-1.092852503e-01,3.727696091e-02,-1.135594770e-01,2.117210776e-01,2.828622758e-01,-1.068060398e-01,-9.656134248e-02,1.880564690e-01,1.921799779e-01,7.051398978e-03,-8.743844926e-02,-6.644389778e-02,-7.876612246e-02,-8.050376177e-02,1.826503426e-01,1.972596049e-01,-1.124721989e-01,2.307607234e-01,-4.511809349e-02,3.409015387e-02,-1.508902205e-04,1.135060936e-01,-1.942554663e-04,6.913522258e-03,-4.375833645e-02,-3.564517945e-02,7.667210698e-02,6.836662535e-03,-4.279104248e-02,-1.997136697e-02,-9.093397297e-03,6.859679520e-02,-1.681767032e-02,2.142484672e-02,-6.028878503e-03,5.073902011e-02,1.007284448e-01,1.296845451e-02,5.615041591e-03,7.135403901e-02,3.869298100e-02,2.136461250e-02,-7.042958587e-02,-2.796614170e-02,-6.457856297e-02,-4.655398428e-02,2.467940748e-02,4.508583620e-02,7.743056864e-03,-5.136815831e-02,-3.376093507e-02,1.576413284e-03,-1.966425031e-01,-1.938828528e-01,2.498262003e-02,-1.863907129e-01,9.813512862e-02,7.715246826e-02,-1.861744672e-01,6.446378678e-02,1.086160615e-01,9.801270813e-02,9.923660755e-02,-2.349647135e-01,4.432211444e-02,-3.843107820e-02,9.072788805e-02,-1.090975851e-01,-1.985613406e-01,6.781678647e-02,1.424662471e-01,-2.374876589e-01,-2.101032585e-01,-1.037074998e-02,8.775576204e-02,8.185767382e-02,4.564950243e-02,8.794202656e-02,-1.153834015e-01,-1.274890900e-01,4.647273198e-02,-6.873210520e-02,-3.265797347e-02,-1.386452466e-02,1.299177557e-01,6.220169738e-02,-1.130067278e-02,6.389068812e-02,2.473069876e-01,1.658597440e-01,1.205196679e-01,7.078125142e-03,2.015999854e-01,2.628045678e-01,1.436113566e-01,1.582256407e-01,9.592304379e-02,6.038796157e-03,1.641853750e-01,8.994189650e-02,1.506447494e-01,1.926657856e-01,1.338375360e-01,1.822379977e-01,1.234129742e-01,-2.992897667e-02,1.801430136e-01,2.287595570e-01,3.333148360e-01,2.217336148e-01,7.412209362e-02,9.813423455e-02,1.608697325e-01,4.200923815e-02,3.469249606e-02,1.309474930e-02,2.303717732e-01,2.912397385e-01,2.266755560e-03,1.571353376e-01,-5.840730295e-02,-8.484479785e-02,2.813693881e-01,-3.222218901e-02,-6.095243245e-02,-2.192584984e-02,-8.762808517e-03,2.626486719e-01,9.372165427e-03,2.566817962e-02,-8.808846772e-02,1.752419174e-01,2.912401855e-01,-8.365982026e-02,-8.344048401e-04,2.086508423e-01,2.339296043e-01,-4.707185086e-03,-8.043695986e-02,-5.463179201e-02,-1.929053105e-02,-7.486240566e-02,1.303103864e-01,1.493929178e-01,-1.064964011e-01,1.099889800e-01,-4.487928376e-02,-1.498280279e-02,3.528939188e-02,3.458650410e-02,-2.117840946e-02,2.856414020e-02,-2.744844370e-02,4.502967000e-03,1.520869695e-02,4.259914160e-03,3.639431670e-02,1.025449485e-02,-5.304788426e-02,-7.780716754e-03,7.845290005e-03,1.709596720e-03,-1.599465311e-02,5.576886609e-02,2.072901465e-02,-1.527024992e-02,1.907302439e-02,3.669449314e-02,-1.136698760e-02,2.820560243e-03,-9.824372828e-03,-6.070569530e-02,-1.242317352e-02,-1.567387395e-02,4.233033583e-02,1.713746111e-03,-1.035650540e-02,1.019535773e-02,2.769969031e-02,-2.646433935e-02,-3.477651626e-02,3.076292016e-02,1.950618997e-02,4.351390898e-02,-1.638646796e-02,1.823296025e-02,-4.327987134e-02,3.441036120e-02,-3.257144243e-02,-3.272863687e-04,1.034417842e-02,-2.920947783e-02,-2.300222963e-02,-3.212865442e-02,4.103729501e-02,-1.949123293e-02,-2.150522918e-02,-2.159243077e-02,2.500015870e-02,1.787305251e-02,2.583695017e-02,1.800546981e-02,-1.422289060e-03,-2.236901224e-02,-3.329335013e-03,-1.191823091e-02,-1.203649212e-02,-3.226613998e-02,-8.349202573e-03,1.974846469e-03,-7.660740521e-03,1.380224433e-02,-3.342101723e-02,-1.917483471e-02,1.634619758e-02,1.916841418e-02,1.926819445e-03,2.073459700e-02,1.119099092e-02,3.717361391e-02,-4.778928682e-02,9.769917466e-03,3.590243310e-02,2.061902545e-02,-1.477095671e-02,1.089141425e-02,1.676085056e-03,1.079222187e-02,4.132154211e-02,2.249241434e-02,1.639236696e-02,-1.077861525e-02,3.002616204e-02,-3.267242759e-02,5.833222717e-02,-2.350528166e-02,2.590162866e-02,1.020369306e-02,-4.181164876e-02,-7.487002295e-03,1.349495351e-02,-4.187469184e-02,-1.775913499e-02,-3.053161316e-02,2.457990944e-01,2.818046808e-01,-4.720052704e-02,2.081312984e-01,8.646464348e-02,-4.141231999e-02,3.049921393e-01,6.159617379e-02,1.281839702e-02,3.280893713e-02,-1.247766316e-01,2.215704918e-01,-1.221714988e-01,-5.800569896e-03,-1.726314053e-02,2.056161165e-01,2.458496988e-01,-2.010117099e-02,-2.459198423e-02,2.228613794e-01,2.377633303e-01,-5.005769804e-02,-9.027271532e-03,-7.737159729e-02,1.662607640e-01,-3.318154439e-02,2.140016556e-01,1.342815757e-01,-7.418304682e-02,2.460226119e-01,3.545056283e-02,8.461343125e-03,5.775437504e-02,-6.363917608e-03,-8.901236579e-03,3.097769432e-02,-5.072161555e-02,1.440269873e-03,-8.928246796e-03,-3.504851460e-02,-1.919995435e-02,-4.260295630e-02,-4.329661280e-02,3.908883780e-02,1.653152891e-02,4.053613916e-02,-2.515919739e-03,6.160109863e-02,-2.263329178e-02,1.400826592e-02,-1.172553189e-02,5.408560485e-02,2.725556120e-02,3.784661647e-03,-5.215023458e-02,-2.342720982e-03,-2.810809202e-02,-5.913953483e-02,1.068852395e-01,3.072898369e-03,-1.944425888e-02,3.029732592e-02,-4.038871080e-02,1.339240558e-02,-2.596969604e-01,-2.682539225e-01,-2.626636997e-02,-1.527998149e-01,-5.715577677e-02,3.679310903e-02,-1.753251702e-01,1.352662366e-05,6.693299115e-02,-4.590240493e-02,5.711670220e-02,-3.366284966e-01,1.062641069e-01,-1.288644224e-02,5.206542835e-02,-1.255204380e-01,-3.710330427e-01,6.976135820e-02,-3.915293142e-03,-1.769810915e-01,-1.946732551e-01,2.856868133e-02,4.480824992e-02,7.308908552e-02,-1.025488079e-01,4.558899999e-02,-1.013749838e-01,-6.006636471e-02,6.306176633e-02,-1.110716686e-01,1.750346459e-02,-5.392945558e-02,-6.126707792e-02,-7.553788275e-02,-1.769656688e-02,-5.599122494e-02,-3.293471411e-02,1.718527637e-02,-1.104843989e-02,-2.129836008e-03,-1.180631481e-02,-1.695927233e-02,4.580532387e-02,-5.311908945e-02,-2.744594589e-02,-5.881290510e-02,-2.933778241e-02,-4.479769617e-02,-5.635996908e-02,-1.622392563e-03,1.431797910e-02,-3.443965688e-02,-3.838221356e-02,-2.251300402e-02,1.891026087e-02,2.464350546e-03,-6.872270256e-02,1.158020832e-02,-3.487050533e-02,-4.065459222e-02,5.479938909e-02,-2.882989869e-02,1.610243320e-02,-6.680316292e-03,1.447854191e-01,9.564051032e-02,3.771428484e-03,2.312321812e-01,-1.811360866e-01,-1.546382457e-01,1.591623425e-01,-8.043128252e-02,-1.726310402e-01,-2.560895681e-01,-1.767866015e-01,9.619820118e-02,-1.745221019e-01,1.063777227e-02,-1.558029950e-01,2.066605389e-01,1.686014682e-01,-1.755718440e-01,-1.974866390e-01,1.287952811e-01,2.407128811e-01,3.218233353e-03,-1.450081170e-01,-1.796483696e-01,-1.998166740e-01,-1.469203979e-01,2.107246667e-01,1.626743525e-01,-1.619427353e-01,1.672026366e-01,-1.678439043e-02,-3.069285676e-02,-4.116756469e-02,-7.543442398e-02,-4.149391782e-03,1.796887629e-02,-5.476943403e-02,-8.381222188e-02,-9.743068367e-02,5.310228840e-02,-8.890489489e-02,-6.858263910e-02,-1.634762622e-02,-2.369369380e-02,-6.344038993e-02,7.842257619e-03,-5.703167617e-02,-1.204780489e-02,-6.296991557e-02,-4.569840804e-02,-3.127649054e-02,-3.635621443e-02,-1.364321448e-02,-3.030055016e-02,-3.363659978e-02,-9.424839914e-02,-1.158147678e-01,-1.155394092e-01,-4.633226618e-02,-5.109123886e-03,-2.901292779e-02,6.935182028e-03,-1.329213660e-02 +biases1 = -2.189093269e-02,-1.676999480e-01,-4.151667655e-01,-3.516408015e-06,-8.267141879e-02,1.759691983e-01,1.854374707e-01,-1.537815034e-01,7.427229546e-03,2.264567763e-01,2.570856214e-01,2.039249241e-01,-2.860805094e-01,1.746958792e-01,-1.776917279e-02,1.487520784e-01,-3.053414635e-02,-3.509999514e-01,1.656102985e-01,1.252116114e-01,-1.336403489e-01,-1.579203010e-01,-3.009246849e-02,2.001956254e-01,1.931765825e-01,2.626773417e-01,2.745288908e-01,-6.677756459e-02,-6.086365879e-02,1.327420324e-01,-1.188488025e-02,-2.977427794e-04 +weights2 = -1.389729977e-02,1.704680026e-01,3.616392314e-01,-1.470258227e-03,1.208025366e-01,-1.155676991e-01,-1.062298417e-01,2.510904968e-01,-6.424546242e-02,-1.138613150e-01,-1.197860911e-01,-1.073150188e-01,3.491603732e-01,-1.134343967e-01,-6.368090399e-03,-1.065575033e-01,9.017313272e-02,3.546156883e-01,-1.065330505e-01,-9.849198163e-02,1.626864523e-01,1.739777625e-01,-7.504952140e-03,-9.713000059e-02,-8.249910921e-02,-1.740263999e-01,-1.207452863e-01,1.495055854e-01,2.234910987e-02,-1.090811044e-01,1.372878999e-01,-1.666226308e-03 +biases2 = 9.511615336e-02 diff --git a/params/D00141.001.txt b/params/D00141.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..55a90ea671f1b3ddac35276b54d6b6263a2326a7 --- /dev/null +++ b/params/D00141.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -5.132158846e-02,-3.963486961e-05,-7.973158360e-02,-4.142044781e-05,-4.352656833e-05,-6.954132579e-03,7.572634146e-03,-2.621562220e-02,1.374470908e-02,2.385674268e-01,-1.656132564e-02,2.369590662e-02,-1.801251165e-05,-9.740369767e-02,-2.270849109e-05,7.410193328e-03,-1.343914270e-01,-4.812732004e-05,1.068992168e-01,-3.559707329e-05,-1.214326330e-04,-3.641854599e-02,-1.275741123e-02,-1.511413604e-01,-4.778155312e-02,-3.102680668e-02,-1.694866270e-02,-7.228267938e-02,3.380876251e-06,6.661728770e-02,-2.973822484e-05,-7.859834284e-02,1.757012308e-01,-9.462959497e-06,-8.193685859e-02,-4.466731480e-05,1.988305030e-06,-1.006676033e-01,-7.733364403e-02,1.023442745e-01,-2.601312101e-02,-2.036063373e-01,5.968926940e-03,-2.916230634e-02,-4.278239885e-06,3.444815800e-02,-4.547962453e-05,-7.812534273e-02,-8.947709203e-02,-6.115907581e-06,9.941116720e-02,-1.488286944e-05,-2.935412522e-05,-4.052909464e-02,-7.106391340e-02,-1.079990044e-01,-3.472584486e-02,-7.636702806e-02,-7.639404386e-02,1.860877313e-02,-1.919665920e-05,6.685085129e-03,-1.189512659e-05,4.043951631e-02,-2.783389576e-02,-7.706948963e-05,2.285269499e-01,8.547165635e-06,-7.582241233e-05,-1.296825707e-02,3.769233450e-02,4.603939876e-02,-9.431546926e-02,-1.155453697e-01,-6.715937634e-04,3.908263519e-02,6.815401775e-06,1.374724507e-01,-2.302958455e-05,5.227069855e-01,-2.267597616e-01,-2.622772627e-05,-2.227624357e-01,-1.813466952e-05,-9.187463002e-05,-5.178273842e-02,-1.040375829e-01,-2.064029425e-01,-4.942517728e-02,-1.334710717e-01,-1.697782241e-02,-4.065863788e-02,-1.630493716e-05,-1.915477961e-02,-4.170615676e-12,-1.869219840e-01,3.475011885e-01,-4.081455700e-05,-5.277931690e-02,-1.226860695e-05,2.920683619e-05,-1.307538897e-01,-6.416711956e-02,9.624329209e-02,5.791312456e-02,3.328661025e-01,-6.132212654e-02,-7.171580102e-03,-4.546338566e-12,-1.073337644e-01,-2.136445073e-05,-2.522580028e-01,-1.922125816e-01,-7.431857375e-05,9.176365286e-02,8.047989468e-06,-5.817835336e-05,1.093436498e-02,-2.310584858e-02,-1.189689487e-01,-8.969247341e-03,-1.563279927e-01,-2.496684715e-02,-5.021049082e-02,-5.762183719e-05,-6.999691832e-04,-1.558174699e-05,-1.925393939e-01,-1.238186359e-01,-4.774742774e-05,-1.629969329e-01,-9.384088116e-06,-3.815739547e-05,-3.045461327e-02,7.721464336e-02,1.194295287e-01,9.899726510e-02,2.073149681e-01,-1.203946210e-02,-2.570271119e-02,1.070860890e-05,-4.448131844e-02,-4.488747436e-05,-1.548179537e-01,-2.264336348e-01,-5.430042802e-05,2.761136889e-01,-1.589110434e-05,-3.285498678e-05,-6.659674644e-02,-9.596328437e-02,-2.615911663e-01,-4.185986519e-02,-1.036601365e-01,-3.056328185e-02,-5.120795965e-02,-1.190042349e-05,-4.985603318e-02,-2.912925993e-05,-2.434572577e-01,4.894150794e-01,-4.987010016e-06,-3.030727208e-01,-2.721848614e-05,2.536586726e-05,-5.548968539e-02,-1.036381051e-01,2.094734162e-01,-2.066041380e-01,-2.662916183e-01,4.950521514e-03,7.410238613e-04,-1.779439118e-12,2.385209054e-01,-3.523125270e-05,4.427880645e-01,-2.386159152e-01,-3.240011210e-05,2.346957624e-01,5.493337994e-06,-1.127364158e-04,-3.193046525e-02,-3.112109005e-02,-2.503198385e-01,5.463651940e-02,9.012390673e-02,-6.622716039e-02,1.706464961e-02,-7.772863682e-06,-1.338275820e-01,-4.374529168e-13,-1.534432769e-01,-1.301032752e-01,-7.758138236e-05,-5.779593810e-02,-4.547346874e-12,-7.316536357e-05,-2.418971062e-02,-1.458083978e-03,-1.301046014e-01,-8.135999739e-02,-2.379640564e-02,6.565385498e-03,1.386773959e-02,-2.666003638e-05,1.619949937e-01,-2.758554911e-05,3.675815463e-01,-2.173685580e-01,-1.488902853e-05,4.177064449e-02,-4.628655734e-05,-2.390154623e-05,-3.959961608e-02,-9.580261260e-02,-2.548952103e-01,-1.870892793e-01,-5.496026948e-02,-3.527734801e-02,-2.040307224e-02,-4.783104305e-05,-3.043940291e-03,-3.240595834e-05,-1.723541766e-01,4.805369377e-01,-1.303588033e-05,-3.379201517e-02,-9.321264770e-06,-8.634404367e-05,-1.086901426e-01,-6.426753849e-02,5.001488924e-01,2.767633796e-01,6.379114836e-02,-5.223644152e-02,-4.201355204e-02,-4.955328248e-12,-1.500215530e-01,-6.189401029e-05,-2.376707792e-01,-2.325033695e-01,4.236016139e-06,9.447317570e-02,-5.950740842e-07,-2.489757935e-05,-1.199273299e-02,8.135193959e-03,-2.981962264e-01,-1.031443402e-01,-5.755764991e-02,-2.297136933e-02,-1.048807241e-02,2.826351192e-05,1.493181335e-03,-6.468309584e-05,-6.644817442e-02,1.442404557e-02,-4.141593308e-05,7.064382732e-02,-2.158439383e-05,2.373234383e-05,5.406255648e-02,6.628071070e-01,-2.454981208e-01,1.197856218e-01,6.058695912e-02,-1.031507179e-02,-1.773807406e-02,-2.464090176e-05,8.876996487e-02,-4.041460488e-05,-1.271747351e-01,2.308966033e-02,-2.941696039e-05,-8.706250787e-02,6.532004104e-12,-7.983738033e-05,-1.168210730e-01,-2.305389792e-01,-3.350829482e-01,-1.148980185e-01,-1.719250977e-01,-8.342971653e-02,-6.021200120e-02,9.756225836e-07,-3.844254836e-02,-2.005500028e-05,-3.572089598e-02,1.872274876e-01,-1.166833681e-05,-8.888475597e-03,7.832491065e-06,-3.365497105e-05,-1.176354140e-01,-3.573852777e-01,7.396013141e-01,-1.576953530e-01,-1.703215390e-01,3.387777135e-02,-4.459448159e-02,-7.733657185e-06,4.492108710e-03,-1.877827526e-05,-1.357112229e-01,-3.242461383e-01,-3.600613491e-05,7.003523409e-02,1.910992069e-05,1.695355786e-05,-4.118406679e-03,-2.284247726e-01,-3.420079648e-01,5.791934580e-02,2.091305554e-01,-4.406059533e-02,6.348801404e-02,-4.516977060e-05,-4.448208213e-02,-5.584952639e-12,1.897077560e-01,-1.874091290e-02,-3.413732338e-05,1.175960898e-01,-6.936028512e-06,-1.253256341e-04,8.884515613e-02,-1.488288939e-01,8.264946938e-02,-1.729958057e-01,-1.128308550e-01,1.729823798e-01,-5.618974101e-03,-3.713491969e-05,-1.180877537e-01,-4.397261364e-05,-3.386513144e-02,1.865081638e-01,-8.754377632e-05,-8.520497382e-02,-8.490418395e-07,-8.864146366e-05,-6.095143035e-02,-3.305232227e-01,-1.826906353e-01,-8.027764410e-02,1.428270489e-01,-9.349841624e-02,-3.818678379e-04,-3.345679215e-05,5.797440559e-02,6.468838486e-12,-1.012941673e-01,-8.626963198e-02,-3.532521805e-05,-2.493598126e-02,1.169687494e-05,-7.247679605e-05,-1.387415230e-01,5.395137668e-01,4.729477167e-01,1.966426522e-01,-8.954878896e-02,-1.745147556e-01,-1.197350118e-02,2.431668236e-07,1.616698205e-01,-1.542383143e-05,2.569365781e-03,-1.808131784e-01,-3.399735215e-05,3.722655773e-02,-4.109125803e-05,1.509728645e-05,-7.371945679e-02,-2.136457562e-01,-5.559245944e-01,-3.823227808e-02,-1.298664138e-02,-8.947162889e-03,-4.112039506e-02,-1.689218880e-05,-9.128481150e-02,-4.276359687e-05,2.380737662e-02,4.541993886e-02,-4.905735295e-06,5.474998429e-02,-1.542123027e-05,-1.150728785e-04,6.791752577e-01,5.403969288e-01,-1.829590499e-01,-1.678957604e-02,-1.092007533e-01,-1.123717576e-01,3.319275379e-02,1.413799873e-05,-1.088328287e-01,-1.884244921e-05,-1.466663182e-02,7.791067660e-02,-1.021374919e-05,2.344062179e-02,-2.256335029e-05,-4.205303048e-05,-2.703059018e-01,-1.751314849e-01,1.218636930e-01,-1.336411685e-01,-1.526506059e-02,-1.363319606e-01,-3.378693387e-02,1.116890598e-05,9.490589797e-02,-9.220230822e-06,-1.799908578e-01,-1.650402397e-01,-1.140361928e-05,-3.028561361e-02,-4.741191164e-13,4.997598444e-05,-3.571521044e-01,-3.664120734e-01,2.122860402e-01,-2.146467753e-02,1.387906671e-01,2.601054907e-01,5.129903182e-02,4.334489859e-05,3.724267334e-02,-4.355443525e-05,2.834965475e-02,-5.785410851e-02,-3.861315417e-05,-3.289235057e-03,6.869443382e-12,-2.401665006e-05,-2.363166064e-01,-1.522297859e-01,-3.341683149e-01,7.704097778e-02,-8.681862801e-02,-1.153459474e-01,-1.098451614e-01,-6.735936461e-12,-1.295420993e-02,-1.048679042e-05,5.746727437e-02,-1.678937487e-02,-2.207591933e-05,1.630958319e-01,-4.371662362e-05,-6.238641799e-05,-1.547404230e-01,1.649522185e-01,-3.626116738e-02,6.862931699e-02,-7.287771255e-02,2.636300027e-01,3.681333736e-03,-7.329785149e-05,-1.238303408e-01,-7.513349829e-06,-8.929511905e-02,4.044533148e-02,-1.589947897e-05,-9.333862364e-02,-2.546908217e-05,-4.946476838e-05,-2.915025651e-01,-1.116358265e-01,-1.495880634e-01,7.219957560e-02,1.605057716e-02,-1.047771648e-01,-8.232673258e-02,-2.889029565e-05,-2.365120128e-02,-1.338121365e-06,-8.552052081e-03,-1.727577746e-01,-2.604192196e-05,-9.661053121e-02,-4.481435462e-05,1.041163614e-05,4.643797874e-01,-1.569349170e-01,3.048630357e-01,-8.918450028e-02,-9.668105096e-02,-2.397473007e-01,1.115412712e-01,-4.261772119e-05,-4.545714241e-03,3.194180681e-05,-8.559043705e-02,4.969867319e-02,1.904408009e-07,7.156626135e-02,-5.901714758e-06,-2.939938713e-05,-2.027693838e-01,-4.980666563e-02,-3.020123243e-01,-1.464975327e-01,8.099878579e-02,-2.308478206e-02,-9.207528830e-02,-3.126798401e-05,1.623353660e-01,-3.130985055e-12,7.459009439e-02,4.304863513e-02,-3.075713494e-06,1.776483953e-01,-3.560593177e-05,-2.367478010e-05,5.524826646e-01,2.689726464e-02,-7.448897511e-02,-1.770388484e-01,-6.488130987e-02,-1.948703378e-01,-8.592519164e-02,-4.957074634e-05,2.296752110e-02,-1.585491555e-05,-1.430590004e-01,-2.288088948e-02,-3.685978299e-05,-1.361667663e-01,-1.835552393e-05,-1.304930192e-04,-2.199789435e-01,-2.732306123e-01,-1.200558692e-01,-4.336676747e-02,-1.060168259e-02,-2.110872716e-01,-2.179364860e-01,4.497553588e-13,1.016880572e-01,-7.227652532e-05,-4.481443390e-02,-2.090514749e-01,-1.401802001e-05,-1.104523763e-01,-3.179342821e-05,-7.773868674e-06,-3.675186038e-01,9.739734232e-02,3.232883811e-01,3.028331697e-01,4.353753477e-02,4.116357863e-01,2.294942290e-01,-1.303960744e-05,2.543098480e-02,-3.458815699e-12,-3.032475524e-02,8.938536793e-02,-4.158873766e-12,1.136975363e-01,-7.906636711e-06,-7.627892046e-05,-1.496085078e-01,-4.499358591e-03,-3.117616177e-01,-1.772526950e-01,-4.051867127e-02,-1.096473709e-01,1.537975390e-02,-2.546212090e-05,-1.397893727e-01,-4.591340985e-05,1.094129309e-01,5.473529175e-02,-3.791902782e-05,1.067935079e-01,-2.394118565e-05,-4.270101272e-05,-1.009414643e-01,1.990380883e-01,-4.837813228e-02,-9.385312349e-02,-3.346448019e-02,8.776813745e-02,-2.183966339e-01,2.218501140e-05,6.457798183e-02,4.817777037e-13,-1.289591193e-01,-7.784691453e-02,-4.096327757e-05,-1.453717053e-01,-2.676033546e-05,-4.968032226e-05,6.596066803e-02,-2.317621559e-01,-7.149033993e-02,-1.561706420e-02,2.584619075e-02,-4.139014333e-02,-3.924044222e-02,1.739220534e-05,4.866329208e-02,-2.057297206e-05,6.535878778e-02,-1.349643916e-01,-2.984966159e-05,-7.825376838e-02,8.939370673e-06,-3.537535304e-05,-1.203821972e-01,4.348002747e-02,2.140927762e-01,-1.375732273e-01,-4.985414445e-02,-3.100143373e-01,-2.272839248e-01,5.457136922e-06,-8.504686505e-02,-1.596455513e-05,-6.962730549e-04,5.866858736e-02,-2.984118873e-05,1.615069807e-01,-1.710876859e-05,3.317471965e-06,-2.904966846e-02,-1.641705036e-01,-2.771783471e-01,1.522573829e-01,-1.506704651e-02,1.596256495e-01,4.258103967e-01,1.364858144e-05,-1.794778742e-02,-3.901633681e-05,-4.463962466e-02,4.351567104e-02,6.907140232e-06,1.415096968e-01,-4.532330422e-05,-5.049621541e-05,2.162526846e-01,1.466745976e-02,-5.968383700e-02,-9.284201264e-02,1.606071554e-02,-7.413119078e-02,-2.352041304e-01,-3.462261727e-12,1.258227136e-02,-7.193782949e-05,-1.392579228e-01,-8.834635466e-02,-2.625607340e-05,-1.757468283e-01,-2.666435284e-05,-2.893016062e-05,-3.917096853e-01,-2.663822174e-01,-2.829770371e-02,9.097382426e-02,1.058815885e-02,-1.670613885e-01,4.326779544e-01,-2.589945143e-05,3.099423088e-02,-1.055952453e-05,-1.181881968e-02,-1.011429206e-01,-3.144092989e-05,-6.368166953e-02,-2.248910823e-05,-3.608953193e-05,-5.577279255e-02,1.613300145e-01,9.326587617e-02,2.714159340e-02,5.143079162e-02,2.182096541e-01,-1.965987384e-01,-1.622055788e-05,3.742042556e-02,2.836644765e-13,-1.074673422e-02,4.652062431e-02,-2.844973642e-05,1.426207572e-01,-1.888810039e-05,6.259876682e-05,4.671531171e-02,-6.309508532e-02,-1.883445531e-01,-1.201947033e-01,-1.505582631e-01,-8.107674122e-02,-5.997139215e-02,-4.145786806e-05,-7.063791156e-02,-1.771189818e-05,5.306794494e-02,1.748610884e-01,-2.489034887e-05,2.289192230e-01,1.753973447e-05,-2.723507123e-06,1.375942528e-01,3.262820467e-02,-3.967106342e-02,-1.398439258e-01,-9.379035793e-03,1.115950644e-01,-1.738618463e-01,2.342455657e-12,1.068921108e-02,-7.554148033e-05,-1.883395761e-01,-1.615561843e-01,-3.590037886e-05,-2.483180612e-01,-1.647196405e-05,-4.084141256e-05,-2.137033343e-01,-1.333861202e-01,-5.793331191e-02,-4.235169664e-02,8.135530516e-04,8.356905729e-02,-9.647980332e-04,-7.106120756e-05,8.374345489e-03,-8.379656720e-06,4.801136255e-02,-1.596412659e-01,-5.526094901e-05,-9.592776746e-02,-3.098385423e-05,-3.455641854e-05,-1.480052322e-01,2.886428870e-02,8.525332808e-02,2.433293015e-01,4.205075651e-02,-1.996134073e-01,1.322216243e-01,-4.662346328e-05,1.082659364e-01,-1.513153620e-05,2.639740240e-03,4.682456702e-02,-8.261627045e-06,1.600210518e-01,-5.634408353e-06,-3.352573549e-05,3.954379633e-02,-8.158121258e-02,-1.706306636e-01,-1.560807526e-01,-1.060523018e-01,-9.950207174e-02,-1.650261134e-02,-1.595387744e-06,-1.170907915e-01,1.291811532e-05,2.887629159e-02,-1.400889307e-01,-1.311907545e-05,1.824786067e-01,-4.251371138e-05,-4.912850272e-05,1.568117440e-01,1.862779842e-03,-8.833132684e-02,-1.134662926e-01,-9.145576507e-02,-1.617190093e-01,-2.830639109e-02,-2.493992042e-06,-6.709195673e-02,-2.915991536e-05,-4.707862809e-02,-4.234575108e-02,-3.670090155e-05,-2.680654228e-01,-2.413830407e-05,-7.599678793e-05,-8.733894676e-02,-5.670681223e-02,-3.399860486e-02,1.846997882e-03,3.916931152e-02,-1.276710629e-01,-6.196890771e-02,-1.622887430e-05,-3.749159351e-02,-3.522555198e-05,-1.233959012e-02,-4.672414158e-03,-4.167492079e-05,-5.157693103e-02,-6.387044323e-06,-3.010105866e-05,-1.208978966e-01,7.623687387e-02,4.015734419e-02,-1.469640136e-01,5.380189419e-02,2.802387774e-01,4.942956730e-04,-2.003199006e-05,5.604768544e-02,-4.455287126e-05,-7.534594089e-02,8.763565868e-02,-6.149186195e-12,1.817736477e-01,-2.366417357e-05,5.965868331e-05,-1.331435889e-01,-1.748865396e-01,-1.009635776e-01,1.637590379e-01,-7.411948591e-02,-9.475538880e-02,3.076878004e-02,-7.322651800e-05,5.889466032e-02,-6.479324838e-06,2.576347999e-02,2.792472541e-01,-1.830671499e-05,1.874275506e-01,-2.656420293e-05,5.512490679e-05,9.043133259e-02,-9.159364551e-02,1.506606955e-02,-3.286231682e-02,-2.197289281e-02,-1.118085086e-01,2.512534708e-02,-1.881250500e-05,-3.916702047e-02,2.527795186e-05,-4.653666914e-02,-2.490302920e-01,-3.463940072e-12,-2.496980429e-01,-3.204567474e-05,-9.306148422e-05,-3.686821088e-02,-3.801259398e-02,-1.073020697e-01,-3.685607389e-02,4.477524385e-02,3.884341568e-02,-4.541617259e-02,-3.871028093e-05,-3.996909782e-02,-1.863679790e-05,4.346804693e-02,-1.251163930e-01,6.901982891e-12,-5.588979647e-02,-3.507543648e-12,-7.985444245e-05,-9.422622621e-03,-1.338840276e-02,4.133786261e-02,7.474872470e-02,6.033614278e-02,-1.272652447e-01,-3.441404551e-02,-7.980152077e-07,6.921856850e-02,-9.971359759e-06,3.535605595e-02,-4.557021894e-03,7.933383131e-06,1.628220379e-01,-2.382130151e-05,8.741126294e-06,-2.286726832e-01,-1.053011697e-02,-1.322421581e-01,-9.979987144e-02,-1.556103677e-01,9.637036920e-02,-4.368678201e-03,1.914190034e-05,2.019939944e-02,-5.582149970e-05,-1.410990506e-01,-9.325415641e-02,-3.895843111e-05,1.055141985e-01,4.736820847e-05,-1.439165499e-05,-1.155945752e-02,3.908023611e-02,-1.116340458e-01,-7.323938422e-03,1.030132291e-03,-8.304178715e-02,1.539596170e-02,2.091481110e-05,1.151164342e-02,-2.871139441e-05,-3.554121405e-02,-9.441582114e-02,-1.028711495e-06,-1.305673718e-01,-1.116800013e-05,-1.433161524e-04,-6.212524325e-02,-4.664496519e-03,-5.857731029e-02,8.431455120e-03,-1.614569454e-03,2.741433494e-02,-1.540537737e-02,1.019968568e-05,7.464177907e-02,-2.793543899e-05,-2.141253790e-03,1.594542526e-02,2.044191388e-05,-1.062486544e-01,4.794277629e-06,-8.277279267e-05,-4.205810279e-02,-6.749919802e-02,3.001435474e-02,-2.618191764e-02,2.335654804e-03,4.013172910e-02,-2.108851075e-02,2.005061915e-12,7.366945595e-02,-7.271114737e-05,-5.236048251e-02,7.232875377e-02,3.194484088e-05,1.759834439e-01,-6.041772172e-14,4.581447865e-05,-6.883691251e-02,-1.203590035e-01,-4.285295308e-02,-6.977612525e-02,-7.426733524e-02,-8.852890134e-02,-3.808169067e-02,3.861394362e-05,-1.496645063e-01,-1.427504867e-05,-1.877893507e-02,1.935129315e-01,-1.036269532e-05,6.863977015e-02,-6.551637271e-12,-8.933502249e-05,2.527701110e-02,-3.300598264e-02,5.865044892e-03,6.936674938e-03,-1.706277952e-02,-2.566999011e-02,2.494012937e-02,-7.087031554e-05,-1.144083142e-01,-4.738825373e-05,-3.115465865e-02,-3.015407920e-01,-3.391408245e-05,-1.412403136e-01,1.118088803e-12,-8.610215446e-05,-2.427482605e-02,2.128051780e-02,-3.448082507e-02,-5.227196589e-02,-4.615251720e-02,1.256812736e-02,-1.277255639e-02,-4.235128290e-05,2.755691111e-02,-6.834392116e-05,1.996031497e-03,1.685364358e-02,-3.975761560e-12,-1.953244582e-02,1.669885478e-06,-1.915236317e-05,-7.320411387e-04,2.381298132e-02,-5.103197321e-02,1.199758239e-02,1.849657893e-01,-4.742084444e-02,-7.844298147e-03,-2.744461381e-05,4.038251191e-02,-4.372768308e-05,5.999050289e-02,-8.338614367e-03,-5.952922038e-06,1.368099153e-01,7.897733667e-06,8.182992315e-05,-1.848626882e-01,-1.655003726e-01,-1.033219174e-01,-6.151561439e-02,-1.942273080e-01,-4.350934923e-02,-6.342409551e-02,7.343416655e-06,5.672235042e-02,-3.532192204e-05,-1.397056729e-01 +thresholds = -3.977997005e-01,-5.393397878e-04,1.788198799e-01,-2.674742136e-04,-6.701254752e-04,-7.382533550e-01,-6.138447523e-01,-7.320916057e-01,-3.794062138e-01,-2.901832461e-01,-4.157482088e-01,-2.363353819e-01,-2.105477033e-04,4.140114039e-02,-3.855117247e-04,-4.354494512e-01 +weights1 = 7.145150448e-04,-2.985564806e-02,-3.581202030e-02,1.780370325e-01,2.001535706e-02,2.918668091e-01,1.935832575e-02,-1.284086145e-02,-5.216627615e-04,-5.983892363e-03,-1.194972359e-02,-7.951384783e-02,-8.176773787e-02,-2.510369942e-02,7.927672938e-03,-2.469447814e-02,-4.464481398e-02,-3.011448309e-02,1.388228089e-01,2.180250920e-02,1.915221512e-01,-3.077038750e-02,-1.096766740e-01,3.357098904e-03,-2.056513040e-04,-8.286309242e-02,-4.848597944e-02,-2.232115902e-02,3.812196897e-03,-1.001414806e-01,-1.906970143e-02,1.106563210e-01,-1.377179381e-02,-2.391188033e-02,-5.714239180e-02,1.305677593e-01,1.423053537e-02,2.222626209e-01,2.298045531e-02,2.535610227e-03,3.310700133e-02,1.565169357e-02,-3.747848421e-02,-8.044790477e-02,-1.601932645e-01,-6.703764200e-03,-4.036934301e-02,3.641330637e-03,-8.789531887e-02,4.206348211e-02,1.112972721e-01,-5.012735724e-02,1.404108554e-01,2.214333788e-02,-1.511309445e-01,8.260555565e-03,5.412112223e-04,-1.029404402e-01,-7.982829958e-02,-1.243825629e-01,1.015336160e-02,1.765075326e-02,5.280851386e-03,3.504434228e-02,-2.317864075e-02,-1.354367845e-02,1.608903520e-02,-2.640114632e-03,-1.554252300e-02,-1.925134473e-02,5.252846167e-04,1.472667418e-02,-2.604693919e-02,-1.082814112e-02,-1.696530916e-02,-1.081970800e-02,-2.422944084e-02,4.039492086e-02,3.249276802e-02,-7.185833063e-03,3.462871909e-02,3.412460908e-02,-2.787244879e-02,-9.470655583e-03,-3.224175796e-02,-4.063270520e-03,-9.908216074e-03,-1.062023081e-02,-8.226072416e-03,1.467214990e-02,-3.413427621e-02,-2.212949097e-02,-1.020108331e-09,-2.099103853e-02,2.895603888e-02,2.969255298e-02,-3.519951366e-03,2.402907796e-02,4.070241749e-02,1.861041784e-02,7.158037741e-03,-1.084658131e-02,5.108107347e-03,-6.752840243e-03,-7.984447293e-04,-1.234573778e-02,1.664466038e-02,2.670291252e-02,-8.614868857e-03,-3.297689557e-02,2.722219750e-02,-1.274436526e-02,-2.168913052e-04,-8.089458570e-03,-4.028794169e-02,1.787990890e-02,1.632894203e-02,-4.281436093e-03,-1.591375656e-02,6.445602514e-03,-1.904220134e-02,2.167921700e-02,3.873867448e-03,2.811781596e-03,-2.595626563e-02,1.421597414e-02,3.340531886e-02,-4.203647003e-02,1.614207588e-02,6.541103357e-04,-9.373798966e-02,3.159728274e-02,3.191207536e-03,6.738019176e-03,8.199359290e-03,2.939680219e-02,2.619407699e-02,4.375435784e-02,7.245817687e-04,-9.439539909e-02,-1.100011095e-01,3.782277927e-03,3.089724109e-03,-3.243397921e-02,-6.060858816e-02,-3.060308018e-06,3.525187075e-02,-3.301397711e-02,1.334737707e-02,3.884673119e-02,-4.343908429e-01,3.463310376e-02,1.499830279e-02,-3.366925120e-01,-9.720939398e-02,-1.080035567e-01,1.880427077e-02,3.955679387e-02,2.589824144e-03,-5.222043488e-03,1.228175964e-02,-5.588266533e-03,5.323825404e-02,-1.885629743e-01,4.811198451e-03,-3.255825639e-01,-2.208181686e-04,-3.757927194e-02,4.632061347e-03,-3.551378846e-02,3.711055964e-02,1.526486427e-01,2.917538583e-01,2.100857347e-02,2.405714430e-02,-2.885091491e-02,1.892523766e-01,2.042936394e-03,-1.636914164e-01,6.241530180e-02,-1.639944464e-01,-4.068249464e-02,1.727063358e-01,1.477138139e-02,-3.453035653e-02,9.757908992e-03,1.120610014e-01,2.815236747e-01,5.184200406e-02,1.589587703e-02,1.266622171e-02,-7.447232306e-02,2.688445337e-02,-2.090146951e-02,1.503279060e-02,5.168811418e-03,-2.286334708e-02,-1.120451838e-02,3.321638703e-02,2.219805308e-02,-9.122756310e-03,8.255590219e-04,-3.683312237e-02,4.313494006e-10,2.871765289e-03,-9.190596640e-03,-1.315254159e-02,-2.364740008e-03,-2.557829721e-03,8.033717051e-03,-1.780026965e-02,-1.031520660e-03,-2.387169050e-03,-1.494151633e-02,-3.996696862e-10,-8.893252816e-04,4.448182136e-02,-3.966261446e-02,-9.421292692e-03,5.420153495e-03,3.540387843e-03,-3.056285903e-02,2.322632447e-02,-1.554573141e-02,-2.135709487e-02,-2.580216387e-03,3.470645845e-02,-4.199820012e-02,-5.297992378e-02,-1.980482042e-02,-4.862933885e-03,9.030884132e-03,-5.142634096e-10,3.112384118e-03,-9.710033424e-03,1.614376530e-02,-3.083175048e-02,2.043337934e-02,1.418841910e-02,2.749126777e-02,-1.629231870e-02,-1.469034795e-02,1.748796552e-02,-1.911370642e-02,-3.109025210e-02,3.420303017e-02,2.031250624e-03,8.349900134e-03,-7.487032105e-10,9.859715588e-03,2.375960164e-02,1.434362214e-02,-3.284155624e-03,5.037784576e-03,1.273566484e-02,-7.885087281e-03,6.680038292e-03,1.155613828e-02,-1.545224525e-02,8.104959503e-03,-1.798839867e-02,4.607114196e-02,9.868842550e-03,4.457847681e-03,3.536224738e-02,-4.440605640e-03,2.314057387e-02,1.808704436e-02,8.836643770e-03,-4.685384408e-02,-3.595801070e-02,-4.310045019e-02,-2.131870203e-02,-1.432971936e-02,2.498564310e-02,-5.471876939e-04,4.478410259e-02,8.078032173e-03,1.113670529e-03,-3.711524606e-02,2.282779664e-03,1.552571449e-02,-1.374843717e-02,-8.248108439e-03,1.197627559e-02,2.476712689e-03,-5.854428280e-03,1.664595865e-02,-1.281394990e-10,7.152717561e-03,2.242239937e-02,-2.358193509e-03,-2.403038740e-02,9.902682155e-03,-2.125509316e-03,3.651710227e-02,2.497981302e-02,1.233324129e-02,-1.465912908e-02,-2.313049324e-02,2.581290342e-02,-5.984832533e-03,1.982188085e-03,-4.011643678e-02,-2.805517614e-02,-1.273014583e-02,3.247934580e-02,3.392513376e-03,2.164294012e-02,1.049316605e-03,1.497010887e-02,-2.452612482e-02,1.731077954e-02,-1.284602191e-02,-1.836350188e-02,1.911924034e-02,-1.984969899e-02,1.720340573e-03,-3.499231115e-02,2.075591870e-02,-2.510521002e-02,-1.532084029e-02,8.326122910e-02,-4.107912630e-02,-1.894474030e-02,-6.278535724e-02,-1.885184273e-02,-1.023005694e-02,-3.466301039e-02,2.240860835e-02,4.509176686e-02,1.176525652e-01,2.367307097e-01,2.975344285e-02,-1.105005853e-02,-6.812061183e-03,1.286171973e-01,-2.283684537e-02,-3.647344559e-02,1.621424966e-02,-8.503280580e-02,-1.454163063e-02,3.012517095e-01,7.269850932e-03,-1.252161246e-02,3.604125679e-01,7.103851438e-02,1.472700834e-01,-4.354715720e-02,1.347367652e-02,-1.135954284e-03,-3.536760435e-02,4.215450026e-03,2.057938218e-05,-3.756828606e-03,-1.678494737e-02,3.504374763e-03,-2.743293904e-02,1.140583958e-02,1.636138931e-02,-2.546898648e-02,-3.098451346e-02,1.522252988e-02,3.831410781e-02,3.100864217e-02,-1.517693419e-02,-2.877020836e-02,-1.749490574e-02,1.568515971e-02,-2.993607707e-02,-2.496177144e-02,2.203070931e-02,-1.570858993e-02,-2.033255436e-02,1.073689759e-01,4.422323778e-03,3.381698579e-02,5.024286732e-02,5.958710238e-02,5.513350666e-02,-4.159092158e-02,1.718909666e-02,-1.161385607e-02,1.728245988e-02,-2.984805219e-02,1.101027522e-02,5.463818088e-02,4.785568267e-02,2.284831600e-03,6.296760589e-02,-1.481895149e-02,-3.015932254e-02,-3.409639001e-02,2.681053989e-02,4.547152296e-02,1.310268492e-01,1.773897409e-01,-3.303734958e-02,-2.316488698e-02,-3.485679626e-02,1.192005798e-01,7.165591232e-04,-1.193376072e-02,-5.908526015e-03,2.577770129e-02,3.697995562e-03,3.926935196e-01,-5.409956723e-02,-1.286268351e-03,2.536020577e-01,8.866340667e-02,1.394582689e-01,-3.095450811e-02,6.369519513e-03,-1.279532327e-03,4.479728267e-02,1.485502720e-02,-1.745828986e-02,1.210142486e-02,-1.302641630e-02,-2.960376814e-02,-4.083364457e-02,-7.825884968e-03,1.218127087e-02,1.212795451e-02,-2.408322692e-02,1.281764079e-02,2.257271297e-02,5.672159046e-02,-1.974939660e-04,-2.610232867e-02,-2.899445221e-02,3.953324631e-02,3.487524390e-02,-5.721636489e-02,3.155365586e-03,2.237697318e-02,-9.490202181e-03,5.718406290e-02,-9.282262996e-03,-2.275538445e-02,4.503364488e-02,4.597943276e-03,5.911403522e-02,-2.413258702e-02,-8.105319925e-03,-4.083430395e-03,-1.873695105e-02,1.119548827e-02,7.731210906e-03,5.039354786e-02,2.186702639e-01,7.840180770e-04,3.835420907e-01,-3.235260956e-03,6.722295657e-03,-1.787437871e-02,-4.470131919e-02,-2.863082290e-02,-8.497773111e-02,-1.462063193e-01,-3.233765438e-02,-2.915152162e-02,5.571068730e-03,-1.070786715e-01,-2.122349106e-02,1.420394182e-01,-2.859840728e-02,2.216877788e-01,-6.368737668e-02,-2.838368993e-03,-5.560812075e-03,-2.072780021e-02,1.378195640e-02,-7.471100986e-02,-1.435187459e-01,-1.438402978e-04,-8.734953403e-02,-2.180073410e-02,1.376244873e-01,-3.138781339e-02,1.107695978e-02,-2.628586441e-02,1.330411881e-01,-1.618929952e-02,2.410108447e-01,1.886562631e-02,-1.905410923e-02,3.077330813e-02,-1.169596706e-02,1.581596909e-03,-1.657772362e-01,-1.874524057e-01,-1.801083051e-02,-2.846793458e-02,1.455340348e-02,-1.301662326e-01,3.272897509e-10,1.187946349e-01,-2.463983372e-02,1.337134689e-01,2.432070673e-02,-1.992752999e-01,8.272611536e-03,1.800363883e-02,-1.054268852e-01,-1.020532325e-01,-1.413834244e-01,-1.977704093e-02,-2.528607100e-02,-7.090711035e-03,8.681970835e-02,-7.368007675e-03,1.361155417e-02,4.246284440e-02,-7.655719295e-03,-1.976971701e-02,-6.410652399e-02,-3.521779552e-02,1.329970639e-02,-5.239072256e-03,4.107823223e-02,1.075934991e-02,1.115283594e-01,8.051482588e-02,2.265728079e-03,1.863860339e-02,-6.326042581e-03,5.641122535e-02,-3.045909852e-02,-3.962050006e-02,5.600514635e-02,6.759888493e-03,-1.649985649e-02,2.197642922e-01,8.734228089e-03,-2.142549492e-02,8.132969588e-02,6.461735815e-02,1.120100692e-01,-9.468498640e-03,3.009509854e-02,-1.631575823e-02,-4.763026256e-03,1.855167793e-03,2.331219055e-02,-2.250363491e-02,-1.391559280e-02,-2.145790495e-04,-3.172354400e-02,1.035588048e-02,2.024489455e-02,1.996812597e-02,-4.502851889e-02,4.869686905e-03,3.254491463e-02,3.328747302e-02,1.394895464e-02,-1.992803439e-02,-8.528881706e-03,3.288526461e-02,2.833727933e-02,-1.429125667e-02,-2.525581233e-02,-3.646793589e-02,1.579063013e-02,8.833707124e-02,2.771093510e-02,1.838162728e-02,5.854620412e-02,9.363656864e-03,4.976658151e-02,-1.007599477e-02,-6.049930817e-04,-4.931582138e-03,-1.763250493e-02,7.501892745e-03,-1.400568336e-02,3.950364888e-02,-3.626921400e-02,1.114906929e-02,-1.155695990e-01,-1.561407093e-02,3.915544227e-02,-2.498922497e-02,5.503719673e-03,3.637395427e-02,5.967687443e-02,6.437240541e-02,-5.378953647e-03,6.741682068e-03,-3.890788183e-03,4.351247475e-02,1.163218077e-02,7.529558148e-03,2.024656534e-02,-7.244861126e-02,3.922303766e-02,2.219673693e-01,-2.155404538e-02,3.648752719e-02,1.201411039e-01,2.450056782e-04,6.687432528e-02,-2.032470331e-02,5.349828675e-02,9.533617646e-03,-3.998976201e-02,9.387806989e-03,5.606332328e-03,9.402623400e-03,-1.241343096e-02,9.998177178e-03,-5.158913881e-02,-1.764237136e-02,-2.343965508e-02,-2.590564266e-02,-7.901259698e-03,-9.261087514e-03,2.931273915e-02,7.727907598e-02,3.749308642e-03,1.047560666e-02,-3.729423136e-02,3.884119168e-02,-1.467077993e-02,3.189967014e-03,-1.664875657e-03,-3.095151298e-02,1.743542776e-02,6.531519443e-02,-5.089768674e-03,-3.573681414e-02,8.516847156e-03,5.296503380e-02,2.688128501e-02,-1.953117363e-02,9.081017226e-03,1.000677515e-02,-3.470238298e-02,8.390222676e-03,-1.232293621e-02,4.992064461e-02,-1.644302392e-03,3.176452592e-02,-3.930376843e-02,4.496663223e-06,2.661077864e-02,6.648088340e-03,-2.737047710e-02,5.736532621e-03,8.998819441e-02,1.401269734e-01,1.056105457e-02,-1.571168005e-02,4.780727997e-02,1.039610803e-01,1.104674302e-02,-2.901626378e-02,1.213942841e-02,3.118433524e-03,3.252124647e-03,1.899766028e-01,-9.289325215e-03,-1.240849588e-02,1.145353317e-01,5.394981802e-02,1.132651344e-01,4.954447970e-02,5.183058325e-03,1.959102042e-02,-2.552411705e-02,2.499363385e-03,3.627422807e-10,2.559107542e-02,-8.540076762e-02,1.558947656e-02,-4.311079532e-02,-1.364919916e-02,1.985407248e-02,-2.183117345e-02,-2.160319686e-02,2.766219154e-02,8.114257827e-03,2.338168770e-02,8.845880628e-03,-4.181971028e-02,1.803025976e-02,7.495843619e-02,1.373415161e-02,1.795711578e-03,3.425460681e-02,-5.747974291e-02,-2.303306386e-02,6.855461746e-02,3.670665622e-02,-3.541999310e-02,6.538893282e-02,-1.406269334e-02,6.522443146e-02,9.407613426e-03,-3.349245712e-02,3.598265350e-02,-3.138224408e-02,-4.400251433e-02,-1.856334694e-02,1.063676272e-02,-6.871650368e-02,-2.433491684e-02,-1.639656425e-01,7.801712491e-03,7.945867255e-03,6.433536299e-03,-1.434710249e-02,3.049372695e-03,8.713041246e-02,1.641010344e-01,1.112678740e-02,-1.773929596e-02,-2.937408164e-03,9.020100534e-02,4.165138584e-03,-8.052182198e-02,2.861881070e-02,-1.085581183e-01,-1.919501461e-02,1.472065747e-01,-2.083152160e-02,-2.876086161e-02,-4.174206778e-02,1.031276435e-01,1.209531873e-01,1.729089580e-02,8.194403723e-03,4.362571344e-04,-3.159042820e-02,5.635098089e-03,1.129626762e-02,-3.714294406e-03,3.991476446e-02,1.948673395e-03,7.998776622e-03,8.712967858e-03,-9.783774614e-03,7.071001921e-03,4.443479702e-03,-2.966784639e-03,-6.398339290e-03,3.138082474e-02,-7.192753721e-03,-5.096847191e-02,-3.640714800e-03,-2.653412893e-02,-8.380153216e-03,2.534465864e-02,2.431626804e-02,-1.340557542e-02,-1.478456240e-02,-1.869417541e-02,7.482015062e-03,-2.483930066e-02,-1.682310365e-02,2.396740392e-02,3.394717816e-03,-2.148807794e-02,4.162411205e-03,1.616258733e-02,1.506287418e-02,7.131468505e-03,-4.769078270e-02,-1.985089870e-10,1.650122367e-02,-1.761587709e-02,-2.210977487e-02,6.538812071e-03,1.992091350e-02,-1.015267149e-02,-1.358344220e-02,-3.129976833e-10,2.341908334e-10,-1.824255474e-02,2.014135383e-02,1.283127116e-03,5.244413624e-04,2.287429990e-03,-2.010517195e-02,1.266586874e-02,-1.525490452e-02,4.460799973e-03,-8.759456687e-03,-1.404319145e-02,2.968141623e-02,-9.258499369e-03,1.388721541e-02,-1.677358523e-02,1.111856941e-02,-2.234790847e-02,-3.064223751e-02,4.038579296e-03,-2.248574793e-02,-1.230355073e-02,1.120520197e-02,-6.034324877e-03,-3.471752256e-02,2.385770716e-02,2.879511006e-02,-5.986551810e-10,-1.332370192e-02,1.326269843e-02,2.344207605e-03,-7.877296768e-03,2.384253312e-04,6.899265107e-03,3.060768358e-03,2.071253257e-03,-4.387840091e-10,5.793014402e-10,8.898298256e-04,-2.427566238e-02,8.944381261e-05,6.804692559e-03,-2.650305629e-03,4.955007229e-03,-2.018825896e-02,3.315944970e-02,-1.805720292e-02,-1.398447435e-02,-2.261076123e-02,-6.289526355e-03,9.366204031e-03,1.952871121e-02,5.160177127e-03,8.205727674e-03,-1.180116273e-02,2.686133608e-02,-6.658430398e-02,3.161270171e-02,-1.144484058e-01,-7.676995546e-02,-1.422237139e-02,1.631149463e-02,4.241546150e-03,6.145019084e-03,5.734205619e-02,1.346108317e-01,3.053039499e-02,-2.293770434e-03,-1.255176775e-02,9.783124924e-02,-1.194543857e-02,-1.330128871e-02,1.008324884e-02,-2.295579948e-02,1.897133142e-02,2.128057778e-01,-2.983130701e-02,3.892961657e-03,4.895987734e-02,7.583577186e-02,1.070143133e-01,-5.959520116e-03,-3.308289871e-02,1.589634642e-02,-6.198441610e-02,2.361214906e-02,-7.260857150e-03,-4.697072506e-02,3.326863050e-02,-3.292970825e-03,1.122269034e-01,-1.639407128e-02,-1.619571261e-02,-2.866493352e-02,-1.723544486e-02,-3.515307978e-02,-3.115864471e-02,-8.748176694e-02,2.113030665e-02,-1.540069655e-02,-1.712252945e-02,-6.212607771e-02,-1.249176450e-03,5.177721754e-02,-4.257719964e-02,6.966064125e-02,1.706188545e-02,-1.209286749e-01,2.139862999e-02,1.567982882e-02,-1.502203383e-02,-5.143993348e-02,-9.572019428e-02,-1.611319371e-02,1.175947860e-02,1.181998011e-02,-2.537297830e-02,2.707459964e-02,4.287608340e-02,3.451554850e-02,-9.911838919e-03,3.653440252e-02,1.309770532e-02,1.199044753e-02,2.029660682e-04,-3.966257349e-02,-2.564264275e-02,1.652192883e-02,-2.773848921e-02,-1.072977111e-02,-2.517610975e-02,-3.193664923e-02,1.812851615e-02,-2.411892638e-02,-2.165705524e-02,8.490716107e-03,-6.457615178e-03,-9.855946526e-03,1.393734012e-02,-1.859463379e-02,-1.139357965e-02,3.640309907e-03,-3.049030155e-02,-1.473570615e-02,1.052721799e-09,-6.919815205e-03,-3.406491876e-02,4.142064601e-02,3.593691066e-02,-2.025329694e-02,-1.654754765e-02,-6.927455310e-03,-4.235326778e-04,-2.501144540e-03,-3.989770263e-02,2.960277535e-02,-1.655810513e-02,1.332725398e-02,-1.078321946e-10,-1.914838213e-03,-7.784790590e-10,-1.636385731e-02,1.678287424e-02,-2.256714739e-02,-1.766756549e-02,5.974205020e-10,-2.880486287e-02,-2.382571064e-02,2.051093988e-02,-2.985435538e-03,2.766622789e-02,3.669868410e-02,9.427213110e-03,-7.722766604e-03,-3.346869722e-02,1.349459752e-03,-1.595191099e-02,-1.633522287e-02,-4.047648981e-02,7.266917825e-02,8.223429322e-03,2.878369298e-03,2.005551755e-02,1.659059525e-02,-7.280249894e-02,1.321758493e-03,-8.929585665e-02,6.375013385e-03,1.666126773e-02,1.214429177e-02,-1.000096928e-02,3.069888055e-02,1.045811698e-01,1.580563486e-01,-2.228002250e-02,-2.321591042e-02,-2.698052116e-02,1.257676184e-01,-2.101651579e-02,-1.665984653e-02,4.224014655e-02,-9.365084022e-02,3.898062184e-02,1.568938792e-01,5.695391446e-03,2.285788022e-02,1.451542079e-01,1.062731817e-01,9.650915116e-02,-2.854102990e-03,4.123893008e-02,2.548214607e-02,-5.140377209e-02,1.190805342e-02,-2.059628814e-02,-1.608738303e-02,-3.399620298e-03,1.279830188e-02,-5.628136173e-02,7.402204443e-03,2.531688474e-02,-1.010568533e-02,-4.211290926e-02,5.982309580e-03,1.259717066e-02,9.044849873e-02,3.431658493e-03,-2.179306559e-02,1.604348188e-03,2.932467312e-02,-4.463334102e-03,1.036123745e-02,7.501171785e-04,-4.243848100e-02,-2.260813862e-02,8.306610584e-02,4.966260865e-03,1.970442012e-02,6.973675638e-02,2.654012293e-02,6.292296946e-02,-3.304393589e-02,-2.429209463e-02,-2.080520056e-02,-1.186332386e-02 +biases1 = -1.378435758e-03,-9.409266058e-04,-4.047293961e-02,-5.076831579e-02,-1.348773763e-02,-8.717352524e-03,7.533071039e-05,3.346634796e-03,-6.455287803e-03,1.316590788e-04,6.422894541e-03,1.614767127e-02,4.131020606e-02,1.077644899e-02,-2.530710539e-03,-5.742442227e-06,2.325899526e-02,-5.638063521e-05,2.548043244e-02,7.684164215e-03,6.538791116e-03,1.635076664e-02,-1.287208498e-01,-6.819229107e-03,1.065958198e-02,-1.521496028e-01,2.480445243e-02,6.735768914e-02,5.123012816e-04,-1.460805908e-02,-2.427700534e-02,-3.968409449e-02 +weights2 = 3.233131720e-03,4.192036577e-03,1.302548200e-01,-3.248451948e-01,-6.921253225e-05,-5.450881124e-01,-3.332893550e-02,-1.423347462e-02,2.809904143e-02,-4.036689177e-02,5.474864691e-02,2.357292473e-01,3.875958323e-01,-2.770047635e-02,-1.349266339e-02,-4.239969421e-03,2.519078851e-01,2.263635769e-02,-2.184010148e-01,6.855044514e-02,-3.256045878e-01,-6.677041948e-02,5.582210422e-01,2.810742892e-02,-2.058646083e-02,4.842001796e-01,1.866568029e-01,3.311747313e-01,5.707596987e-02,-1.082166657e-01,-1.491875295e-02,-1.951592863e-01 +biases2 = -5.947597027e-01 diff --git a/params/D00142.001.txt b/params/D00142.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..602a973bec7517a499f0590ae3dae8d0c6727e25 --- /dev/null +++ b/params/D00142.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.099600121e-01,-1.691039093e-02,-6.223057583e-02,-1.270276904e-01,-2.136202157e-02,3.261737153e-02,-4.305179391e-05,-2.987087239e-03,1.770474389e-02,-1.119521330e-03,-3.488403672e-05,-5.205766502e-05,-1.294792582e-06,-4.046950489e-03,-1.374110766e-02,1.190060154e-01,1.042691246e-02,4.600367695e-02,8.357980847e-02,1.567717940e-01,1.243598089e-01,-1.396018714e-01,-6.052051322e-05,-5.453792959e-02,-5.852058902e-02,1.603621058e-03,2.719689473e-05,-2.075846786e-11,1.204598561e-06,-1.105339918e-02,-2.786827087e-02,-1.369154602e-01,-6.122084334e-02,-2.190306224e-02,7.319902629e-02,-5.515779182e-02,-4.687657580e-02,2.273147739e-02,1.005357689e-11,-2.588509209e-02,-1.728873700e-01,-8.526595682e-02,-7.878505858e-05,-4.924983295e-05,-6.625723472e-05,-1.251536310e-01,-5.652806908e-02,-7.287834585e-02,-4.968981817e-02,-5.485410243e-02,-1.031233743e-01,-8.817639947e-02,-1.049950793e-01,1.185122058e-01,4.692636904e-12,-5.582606420e-02,-1.050748397e-02,-4.408696666e-02,-8.429007721e-06,-1.441000856e-12,2.546709766e-05,-4.373100400e-02,-2.373685502e-02,1.633356214e-01,1.130300015e-01,5.743067712e-03,-4.637809470e-02,-3.479841352e-02,5.178596824e-02,6.338225305e-02,-1.255779171e-05,-8.227631450e-02,5.309449881e-02,-4.196080193e-02,-5.711373888e-05,2.823905925e-05,-2.833363851e-06,-4.430988804e-02,6.230005994e-03,7.508160174e-02,-1.069277078e-01,1.430435386e-02,1.435143501e-01,-1.601304859e-01,1.288775448e-02,-2.191738784e-01,-1.068836825e-14,5.870084465e-02,-9.014044702e-02,3.120540082e-02,4.278700726e-05,-1.242309008e-05,-7.199291576e-05,4.628678411e-02,-2.236636356e-03,-1.764511019e-01,1.176966447e-02,1.430087443e-02,-1.593592949e-02,1.109867692e-01,-6.205921061e-03,1.004616171e-01,-6.232778560e-06,-3.111202642e-02,-2.012664080e-01,-1.234149858e-01,-1.094906329e-04,-3.928225487e-05,5.391585615e-12,-1.574602425e-01,-1.486034244e-01,2.658441104e-02,-8.467333391e-03,-8.199148625e-02,-8.963112533e-02,-2.955145575e-02,-1.074180678e-01,8.967808634e-02,-3.429589196e-05,-8.466276526e-02,1.406806055e-02,5.323817488e-03,-6.123743333e-06,-3.770668627e-05,-2.461355325e-05,-2.866542526e-02,2.290016599e-02,1.471099257e-01,1.915862560e-01,3.639054252e-03,1.130561456e-01,1.759591550e-01,4.544551671e-02,4.287618399e-02,1.168689017e-11,-6.392424554e-02,1.434585899e-01,2.272749506e-02,-6.926447531e-05,4.349680967e-05,-7.392811190e-12,-1.639226079e-02,-5.567239597e-02,1.784758121e-01,-1.299049407e-01,1.563674188e-03,-1.786328852e-02,-1.982416213e-01,1.361748576e-02,-1.370753199e-01,-1.311521291e-11,-3.638025373e-02,-3.430401683e-01,1.887670020e-03,-4.580175664e-05,-6.609488628e-05,-1.745862028e-05,2.658062615e-02,2.847426757e-02,-1.830570102e-01,-3.328541666e-02,-1.375594083e-02,-5.265699700e-02,-4.418703169e-02,-1.368567348e-03,1.593387127e-02,3.334011490e-05,4.482667428e-03,-1.084049568e-01,-8.327627182e-02,-1.433947473e-04,1.306432306e-11,-5.055686415e-06,-1.281628907e-01,-1.077196375e-01,-1.063059419e-01,-1.898606867e-02,-3.915229067e-02,-5.108102784e-02,-4.702375084e-02,-1.066931635e-01,1.125341207e-01,-6.022750313e-05,-4.352544993e-02,8.392948657e-02,-7.009654492e-02,-1.179285209e-05,-2.969360867e-05,2.469075298e-06,-6.602399051e-02,1.320317108e-02,1.832672358e-01,2.860647738e-01,-1.361833233e-02,1.135180239e-02,-1.509092748e-01,-1.290701926e-01,9.402350336e-02,-2.212033723e-05,1.292146649e-02,-2.443785667e-01,9.233242273e-02,-6.975174778e-12,-4.699257624e-05,4.346322293e-13,-1.692916267e-02,-7.857023925e-02,8.507333696e-02,-2.176590413e-01,2.614740049e-03,3.058894724e-02,3.068715334e-01,1.642260253e-01,-1.919854581e-01,-4.548740253e-05,-3.765230626e-02,5.691943169e-01,-1.341765076e-01,-3.631296568e-05,-4.147454092e-05,-3.013064816e-05,-7.006923854e-02,7.319959253e-02,-2.082918882e-01,-7.620649040e-02,-6.957031786e-03,-5.481248349e-02,-2.021511197e-01,-5.213074014e-02,3.981294855e-02,-1.945801887e-05,-4.386719689e-02,-3.500092328e-01,-8.956708014e-02,-7.740599540e-05,-6.000280791e-06,-3.091409963e-05,-1.132423505e-01,-9.701294452e-02,-1.052897424e-01,1.723224111e-02,-2.982253768e-02,4.369049799e-03,-6.728066504e-02,-3.194640949e-02,9.241422266e-02,2.159381893e-06,-7.075564563e-02,-1.991623789e-01,2.620615996e-03,-8.548212645e-05,-1.284486643e-05,-2.056197809e-05,1.625826769e-02,-1.929798350e-02,3.010044992e-01,2.665680051e-01,-2.736632712e-02,1.419091225e-02,-9.584132582e-02,5.637362227e-02,-1.720998669e-03,-7.028098935e-06,-2.613336593e-02,-8.620467037e-02,8.881575614e-02,-3.240255683e-05,-3.661981100e-05,3.476366601e-06,9.389358759e-02,1.730150729e-02,2.107699811e-01,-2.214861214e-01,-3.829870373e-02,9.944339097e-02,-1.783671677e-01,-4.580128565e-02,-1.411220133e-01,8.979768968e-13,5.364612676e-03,-3.286383450e-01,-3.134872764e-02,-2.105486965e-05,-1.664899355e-05,-3.240902879e-05,-8.723001182e-02,-1.707701758e-02,-2.196655124e-01,1.520693209e-02,6.933439523e-02,-4.854770005e-02,1.892194003e-01,1.066603698e-02,5.275747553e-02,-1.366004705e-11,-6.374019384e-02,5.304667950e-01,-1.672678441e-01,-9.821288404e-05,-2.455164577e-05,-2.736223723e-05,-2.236300409e-01,-9.936162084e-02,-4.315533862e-02,-5.093753338e-02,-5.150861666e-02,-7.357969135e-02,-2.850828879e-02,-6.998944283e-02,1.244274154e-01,-5.841095836e-12,-5.488474667e-02,-3.397627473e-01,-1.906313002e-02,1.193270145e-05,-1.460995190e-05,-3.307349471e-05,3.315979987e-02,-2.268466167e-02,1.245125756e-01,2.036491334e-01,-1.020583324e-03,-3.580992669e-02,2.062042058e-01,-6.308208406e-02,-4.373519495e-02,6.773528786e-12,6.935605779e-03,-1.951603144e-01,1.745806076e-02,1.320736555e-05,-1.797412915e-05,-2.475462134e-05,9.751296043e-02,1.187019199e-01,7.278173417e-02,-2.754644454e-01,-1.638563350e-02,1.302298456e-01,-2.603438199e-01,7.704317570e-02,-9.374976158e-02,-2.477596536e-05,-6.836128980e-02,4.671557248e-01,9.876104444e-02,-1.612378692e-04,-9.512323231e-06,-2.961245991e-05,-1.262798160e-01,-2.114182562e-01,-1.408548951e-01,7.710856944e-02,3.035403602e-02,-2.885280550e-02,-8.717267960e-02,-1.996983029e-02,4.142241180e-02,2.237741137e-05,-5.156240612e-02,-2.606215775e-01,-1.736680418e-01,3.928022579e-06,-3.838059638e-05,-7.565663691e-05,-1.515470296e-01,1.601970196e-02,1.261898223e-02,4.201175645e-03,-6.053220853e-02,-7.414467633e-02,2.773482911e-02,-4.275981337e-02,1.303870678e-01,-2.043833592e-05,-2.629587054e-02,-2.356038988e-01,-7.136346400e-02,-1.028301194e-04,1.367225195e-05,-4.856481246e-05,-3.603374586e-03,-4.503934458e-02,1.278628558e-01,5.370505154e-03,-3.273127228e-02,8.987228386e-03,-1.002570242e-01,1.316263378e-01,1.571711618e-03,-1.412298843e-05,-4.231913015e-02,-6.774111092e-02,6.681981683e-02,4.467548933e-05,-7.454762090e-05,1.742843717e-11,2.145334184e-01,-2.952437103e-01,2.971653640e-02,-8.374637365e-02,7.607588544e-03,6.402402371e-02,1.816389896e-02,-3.824031726e-02,-1.560396552e-01,2.749984560e-07,2.595713595e-03,-3.808511496e-01,-5.840230733e-02,-1.776125573e-04,-2.362613304e-05,-6.137666060e-05,-3.223516345e-01,3.297471404e-01,-2.142714560e-01,2.050869912e-01,6.895825267e-02,-3.028054535e-02,-9.056407958e-02,-9.191019088e-02,3.662246466e-02,4.217013611e-06,-3.884411603e-02,4.982750714e-01,-1.531099826e-01,-6.934072735e-05,-2.291116471e-05,-2.043755558e-05,-2.101741284e-01,-1.122980341e-01,-7.319499552e-02,-1.174388826e-01,-9.159745276e-02,-5.122397467e-02,5.911530554e-02,-5.036345124e-02,1.521487832e-01,-2.038188021e-11,-6.069255620e-02,-2.741338611e-01,1.601383090e-02,-6.667082198e-05,-5.563625109e-06,6.970517006e-06,1.340157241e-01,-4.402914643e-02,3.302653432e-01,-2.607696690e-03,-1.419215929e-02,-3.189252689e-02,1.337908804e-01,-4.061755911e-02,-2.590623125e-02,1.904361966e-06,2.013071999e-02,3.324547410e-02,1.213938221e-01,-1.530956943e-04,-2.872742625e-12,-2.696683077e-05,-1.450174004e-01,2.885427512e-02,7.375849038e-02,-6.042807549e-02,-2.301147766e-02,7.509344816e-02,-1.585977823e-01,1.461907774e-01,-7.146725804e-02,-7.711378203e-06,-6.292781234e-02,-1.212332845e-01,-3.666969538e-01,-2.978199882e-05,4.809933216e-06,-4.985413761e-05,4.849759340e-01,-3.230120242e-01,-7.482398301e-02,-4.662479460e-02,1.072525308e-01,-2.439346910e-02,-4.395679384e-02,-1.036910638e-01,3.452065587e-02,8.243685443e-06,-5.756829400e-03,-1.965421140e-01,1.211267114e-01,7.275150100e-12,1.499613973e-05,-4.627222006e-05,-3.457744420e-01,2.218952775e-01,-4.791677743e-02,1.191372201e-01,-1.177034676e-01,-2.743018046e-02,-4.481961206e-02,-5.082581937e-02,9.710629284e-02,2.169093023e-05,-9.065788984e-02,6.014445797e-02,-4.851832520e-03,-2.862366273e-05,3.304448910e-05,-2.775911344e-05,-1.781641543e-01,-4.971385375e-02,1.214226261e-01,1.547915116e-02,-7.028543204e-02,4.565230384e-02,-5.059637129e-02,2.013517357e-02,-5.285509303e-02,8.341812645e-06,6.647461653e-02,1.250520349e-01,-1.466146559e-01,-9.210276403e-06,-5.098019028e-05,-2.750298336e-05,8.861161768e-02,1.047915295e-01,1.524485797e-01,-5.777325109e-02,9.858057834e-03,8.153744042e-03,9.034380317e-02,7.327783108e-02,-5.806290358e-02,-1.256860742e-05,-9.726248682e-02,-2.427663654e-01,5.280937552e-01,-3.191409633e-05,-3.546128937e-05,-5.482175402e-05,-5.742922425e-01,-1.860374212e-01,-1.702134609e-01,8.190945536e-02,1.464980096e-01,-3.436007723e-02,-4.779403657e-02,-7.563357055e-02,-1.306757145e-02,-5.121744175e-12,1.163562201e-02,2.547254227e-02,-3.037083745e-01,-2.772114749e-05,-7.830252434e-05,-2.242217852e-05,2.079715133e-01,3.541338816e-02,-1.135072410e-01,-3.016765229e-02,-1.337322146e-01,-2.792900987e-02,-1.054643169e-01,-6.656406820e-02,1.582899690e-01,9.989847968e-06,-1.200808436e-01,-1.320851445e-01,-2.064337283e-01,-1.648395482e-05,-3.292976908e-05,9.787464242e-12,9.365943819e-02,-7.586444914e-02,2.036593854e-01,-4.741464555e-02,-1.160519868e-01,-1.673070155e-02,6.662672013e-02,-1.452109031e-02,-7.886907458e-02,1.697231528e-05,-2.766795689e-03,3.270688280e-02,-2.581387162e-01,-1.554116534e-05,6.824675438e-06,-6.590392331e-06,2.213012129e-01,1.497579645e-02,2.361760736e-01,-1.061121598e-01,-2.324610204e-02,4.573408514e-02,-9.478296340e-02,7.229837589e-03,3.102981951e-03,-3.642164666e-05,1.036534235e-01,-8.696141839e-02,-2.204992622e-01,-1.580297539e-04,5.055895963e-05,-9.721743481e-06,-3.243254721e-01,4.768949375e-02,-1.175483838e-01,1.709208190e-01,2.163059264e-01,1.087810099e-02,6.349228323e-02,-5.170587823e-02,-2.308935486e-02,2.598570063e-05,3.799762577e-02,-6.119893491e-02,5.201964378e-01,8.450059249e-05,1.063229105e-11,-1.499581231e-06,-1.664560586e-01,-1.041471027e-02,-1.135491505e-01,-7.852243260e-03,-1.246734858e-01,-4.830583557e-02,-1.488390118e-01,1.021320000e-02,1.332367361e-01,-1.679510569e-05,-2.782916725e-01,-1.087793633e-01,-1.703705937e-01,-6.057813516e-05,-3.608414045e-05,-7.038629228e-12,8.552318066e-02,-1.740950346e-01,6.731071323e-02,-3.078154474e-02,7.377542555e-03,1.445172727e-02,-8.151774108e-02,-4.478475079e-02,-3.510616021e-03,-1.526201561e-11,-2.246798277e-01,-4.708219785e-03,3.878050148e-01,-4.871825513e-05,-1.383344170e-05,-4.175247796e-06,-2.751379907e-01,-5.456688255e-02,2.590720654e-01,-1.205456778e-01,-2.027547657e-01,8.663551509e-02,1.388535462e-02,4.962066934e-02,-2.247102000e-02,-4.564178744e-05,-5.281812977e-03,-6.820347905e-02,-3.545728326e-01,-1.367970299e-06,-1.601009535e-05,-3.619213749e-05,6.747804880e-01,-2.935463563e-03,-2.473957539e-01,2.503275126e-02,3.048426509e-01,-7.276906073e-02,-2.115211217e-03,-5.257227458e-03,-5.105001107e-02,-1.366160905e-05,3.473547995e-01,-5.222810060e-02,-1.529399604e-01,-5.029323802e-05,-4.102888124e-05,-6.466701598e-05,-2.943765521e-01,9.743817151e-02,-7.138671726e-02,1.357301921e-01,-1.571727842e-01,-3.679129854e-02,-4.378777742e-02,-4.832149297e-02,1.113336161e-01,-4.856071246e-05,-2.568794787e-01,-9.916836023e-02,-9.326312691e-03,-2.414528353e-05,6.984521468e-12,-1.314405199e-05,-2.892149985e-01,-1.617527902e-01,1.320462078e-01,3.328441456e-02,-4.881284758e-02,-2.555176429e-02,4.211323336e-02,-4.344221577e-02,1.275438666e-01,-5.689988757e-05,3.735062480e-01,-9.080962092e-02,1.706379838e-02,-4.169355088e-05,-4.962319144e-05,-2.516763016e-05,1.160877571e-02,-3.562413529e-02,2.818682194e-01,1.619128883e-02,-2.255237550e-01,3.922430798e-02,-1.161460429e-01,3.161812574e-02,-7.430861145e-02,-3.800524064e-05,-1.918522269e-01,-5.671388283e-02,1.061290726e-01,2.862519250e-05,-4.939953442e-07,-2.391002454e-05,-4.292433858e-01,-1.061844602e-01,-1.844430715e-01,-3.382511809e-02,3.834894896e-01,-5.448348075e-02,-1.010339055e-02,5.555152148e-02,-9.247454256e-02,-1.393605271e-05,6.437309086e-02,-1.423534751e-02,-3.125057518e-01,-6.541492621e-05,-5.973298539e-05,-2.528231926e-05,5.616484284e-01,9.044304490e-02,-1.209946200e-01,-6.348181516e-03,-1.568470597e-01,3.239255026e-02,-2.949142456e-02,-9.255795926e-02,7.350876927e-02,7.241087070e-12,-3.852883875e-01,-6.241448969e-02,6.053265184e-02,-2.433654663e-05,-6.870413960e-12,1.641654853e-05,-3.280533254e-01,-7.042082399e-02,9.605987370e-02,6.383997202e-02,1.348070353e-01,-6.054400653e-02,-8.390973508e-02,-9.883698076e-02,1.271218061e-01,-9.084796283e-12,-2.067163438e-01,-8.946368843e-02,6.757213175e-02,-2.050585135e-05,1.117497154e-11,-2.359360042e-05,8.746262640e-03,-1.814240590e-02,2.736301124e-01,-1.256455332e-01,-7.083501667e-02,1.107649952e-01,6.287883222e-02,-3.897693753e-02,-1.620218605e-01,-4.391601760e-05,4.269473255e-01,-9.919279255e-03,-1.697256863e-01,5.212139149e-05,8.222988981e-06,-1.254133256e-11,-9.781121463e-02,-1.099063009e-01,-1.736791432e-01,7.236786187e-02,1.696567982e-01,-5.533913895e-02,1.829694211e-01,1.162526011e-01,-3.326853272e-03,-2.566709554e-05,-1.165379584e-01,-4.552741349e-02,-2.552541159e-02,-8.209522639e-05,-4.600193643e-05,-8.903245328e-12,-1.248075441e-01,1.099210307e-01,-9.696652740e-02,-1.145641785e-03,-2.812591493e-01,-3.508344293e-03,-2.754940689e-01,-2.725772746e-02,7.262512296e-02,-4.012877253e-05,-2.430111617e-01,-7.934296131e-02,-1.176476246e-03,3.474603091e-06,-3.948334779e-05,3.839825877e-05,2.989371680e-02,-1.036340520e-01,6.944630295e-02,2.778620832e-02,-2.491954118e-01,-3.452154621e-02,-7.738579810e-02,-1.486629993e-01,2.309498191e-01,1.797145657e-12,-1.880628765e-01,-1.049238071e-01,9.393811226e-03,-1.842819620e-05,5.073861030e-05,4.169813110e-06,1.707275212e-01,-1.631054431e-01,2.807067335e-01,-7.463437319e-02,3.234831095e-01,6.308465451e-02,2.963053882e-01,6.964388490e-02,-1.925884336e-01,-1.937611313e-12,-7.648795098e-02,-5.551321059e-02,-1.292976439e-01,-2.422750731e-05,-6.054470293e-12,-4.417532182e-05,-3.370565474e-01,-5.632281769e-03,-1.981682479e-01,6.230327301e-03,-4.261253774e-02,-1.394684799e-02,9.125459194e-02,1.878162175e-01,-5.307874084e-02,4.168792657e-05,2.474542260e-01,-2.761940472e-02,-2.080451325e-02,-4.188321327e-05,1.552273352e-05,7.063066732e-06,7.887758315e-03,2.712816000e-01,-1.877532527e-02,5.000535771e-02,-7.928695530e-02,-2.315454185e-02,-4.237552881e-01,-1.575146317e-01,4.901418835e-02,4.024150257e-05,-1.221483424e-01,-3.616535664e-02,1.191581413e-02,-6.836998364e-05,-4.266052929e-05,-6.831922656e-05,-2.553628758e-02,-2.243110687e-01,8.620093577e-03,2.263241634e-02,1.186430976e-01,-7.363406569e-02,-1.622718573e-01,-2.221041471e-01,-3.268843517e-02,-4.938174243e-05,2.345719188e-01,-1.248468310e-01,4.364464432e-02,-1.336454211e-11,5.229592716e-06,-1.405933616e-11,2.993775345e-02,-3.011629879e-01,8.078482747e-02,-7.463731617e-02,6.737062335e-02,7.526471466e-02,1.489332914e-01,1.907717437e-01,-1.807983369e-01,2.239154492e-05,-1.086058542e-01,-3.736393154e-02,-1.010383368e-01,-3.401019785e-05,-6.066066999e-05,-2.330094685e-05,-1.185695082e-01,2.497641891e-01,-1.749149263e-01,-3.721920028e-02,-2.038723379e-01,1.747644506e-02,5.194848031e-02,2.141875178e-01,3.627004921e-01,-9.986750142e-12,6.382893026e-02,-3.657404450e-04,-5.437723920e-02,1.321629525e-11,-6.571256563e-06,-1.489333272e-06,-8.536051959e-02,3.496143818e-01,1.111240759e-01,9.869433194e-02,-2.975777537e-02,-2.765571512e-02,-1.521499753e-01,-2.316776365e-01,-1.147407293e-01,1.791891373e-05,-3.292490542e-01,-6.160194427e-02,-1.682194509e-02,-2.620192026e-05,-2.289655640e-05,2.255115032e-05,-9.920739569e-03,-4.198946357e-01,5.544461682e-02,-4.791249707e-02,-1.161695421e-01,-4.512375593e-02,-8.300300688e-02,-1.819285154e-01,-1.063499674e-01,-6.101778126e-05,2.283473313e-02,-9.997423738e-02,1.240203083e-01,-1.374605054e-04,-2.022633998e-05,-5.397126733e-05,5.167436972e-02,-1.603261679e-01,1.608107239e-01,2.680988051e-02,5.570366234e-02,8.747439086e-02,-1.076988690e-02,2.294817120e-01,-1.359739751e-01,-2.856194988e-05,7.677043229e-02,1.369771454e-02,-3.761735559e-02,-1.018300973e-04,-4.399863428e-06,-1.593625257e-06,-1.065827459e-01,2.771923840e-01,-1.563565582e-01,4.068240989e-03,-9.280825034e-03,6.735967007e-03,-6.554766744e-02,1.012717746e-02,-3.702987731e-02,-1.071590304e-05,-8.925974369e-02,5.297730677e-03,-8.069323748e-02,-1.010646884e-05,-5.550873902e-05,-3.085189383e-05,-5.801160261e-02,-9.891268611e-02,-3.987744823e-02,2.644902654e-02,2.197186835e-02,-5.753831193e-02,4.572119564e-02,-1.064698249e-01,3.136333525e-01,-7.246990572e-05,-1.495725513e-01,-1.432680935e-01,-1.345086396e-01,-2.677589237e-06,-8.086784874e-06,8.876508036e-12,-7.105455548e-02,-1.397130191e-01,1.078379974e-01 +thresholds = 3.775863349e-02,-1.907971054e-01,-3.398024291e-02,-4.541845918e-01,-1.952700168e-01,1.372872442e-01,-2.375862241e-04,-5.573287010e-01,-8.970517516e-01,-5.152104497e-01,-6.534114946e-04,-3.846010368e-04,-3.743801499e-04,-7.359473109e-01,-4.873009324e-01,2.897775471e-01 +weights1 = 1.799128950e-02,-2.019282989e-02,1.558113545e-01,4.776020721e-02,-2.336532623e-02,-9.278893471e-03,-4.875291139e-02,4.865633696e-02,2.007856518e-01,6.843914837e-02,-3.674148023e-01,-6.936178356e-02,-6.327752769e-02,-2.629578859e-02,-2.226499841e-02,3.845423926e-03,1.805722415e-01,1.867645606e-02,-5.247458071e-02,-3.113963827e-02,4.689924046e-02,-3.233882412e-02,-1.085188240e-01,-8.712679148e-02,7.490016520e-02,-1.230687499e-01,4.951388389e-02,-1.109598950e-02,-5.972602591e-02,8.312054910e-03,-3.485823423e-02,-2.975094505e-02,-1.025357097e-01,-1.978865266e-02,6.515750289e-02,1.064337194e-01,-3.669497743e-02,-1.031798124e-01,1.088211872e-02,-1.814594716e-01,4.624527693e-02,1.681750864e-01,-7.653378695e-02,5.600246787e-02,1.533794254e-01,-4.120069370e-02,-3.409200534e-02,9.107015212e-04,-6.826899201e-02,-5.694226176e-02,-6.195813790e-02,-1.678293385e-02,-1.778652668e-01,5.181710701e-03,-9.465749562e-02,-1.981039792e-01,-1.039966568e-01,-7.754167169e-02,1.183250081e-02,-6.444516033e-02,1.167471055e-03,-3.668211028e-02,2.379403450e-03,-1.813955903e-01,-6.206469983e-02,-2.072409540e-01,-2.220860571e-01,-2.495264560e-01,1.470725089e-01,2.161458880e-02,-4.326579720e-02,9.949249774e-02,-1.158277541e-01,-2.506473660e-01,1.846152730e-02,-7.832796127e-02,-4.693402722e-02,2.226068228e-01,1.754603237e-01,-7.871057838e-03,-1.140061617e-01,2.053291351e-02,1.963052154e-01,-1.051124558e-01,9.620794654e-02,-4.053770378e-02,-6.873287261e-03,3.783052415e-02,4.392889887e-02,7.585932314e-02,-1.160793975e-01,-2.605573088e-02,5.584724993e-02,7.766979188e-02,8.086527884e-02,2.062898874e-02,1.176640019e-01,1.547666639e-01,-4.107113555e-02,-8.977330476e-02,8.939575404e-02,-7.952428609e-02,5.057264864e-02,1.289490461e-01,-8.484860510e-02,-1.239310876e-01,-6.252013892e-02,-2.952880226e-02,-9.677514434e-02,-7.302809507e-03,-4.147083685e-02,-5.652296171e-02,-1.015284434e-01,-5.764630809e-02,9.844061732e-02,-6.304201484e-02,1.012214422e-01,-1.733202785e-01,-3.320749849e-02,1.199653652e-02,1.054657176e-01,-1.485667098e-02,-3.691044450e-02,7.708752155e-02,6.355611235e-02,8.565951139e-02,3.027702123e-02,5.902181193e-02,2.867032401e-02,-7.169349492e-02,5.083327740e-02,2.261627838e-02,1.113408059e-02,-7.405658811e-02,-6.341153383e-02,-8.392915130e-02,-3.357585892e-02,6.716464460e-02,-3.417502716e-02,-3.780757636e-02,-1.163608208e-02,-6.833404303e-02,9.850349277e-02,5.474989861e-02,-6.385053042e-03,-2.513895975e-03,2.612135708e-01,1.317846496e-02,2.355804592e-01,-6.019759923e-02,-1.449587792e-01,1.979666650e-01,5.582467094e-02,-1.108737662e-01,-1.135847997e-02,2.093391493e-02,2.216873132e-02,7.964096963e-02,-1.209029108e-01,6.013894826e-02,1.566166282e-01,4.025135189e-02,9.786384553e-02,1.356000919e-02,1.692506373e-01,1.264154166e-01,5.670238659e-02,4.313568026e-02,-7.780714333e-02,-7.114078104e-02,1.858253628e-01,-9.007435292e-02,2.859645523e-02,9.242240340e-02,-1.601990908e-01,1.567002833e-01,3.195004538e-02,-1.333347615e-02,2.101075090e-02,1.868780702e-02,1.698790938e-01,1.147931963e-01,7.163379341e-02,6.753063202e-02,5.761022121e-02,4.957701266e-02,-1.552343220e-01,-8.663369715e-02,-1.330774277e-01,-5.845907703e-02,-1.861231476e-01,6.685717031e-03,1.742149740e-01,-7.262678444e-02,-1.087939590e-01,-3.573495522e-02,7.168109715e-02,-1.070626155e-01,1.378282439e-03,1.136924028e-01,4.400267079e-02,4.306809232e-02,4.685433805e-01,-1.641071774e-02,-1.144979820e-01,1.360071748e-01,-3.124626540e-02,1.104078516e-01,-4.210203420e-03,5.820394680e-02,7.988285273e-02,8.263506740e-02,1.440083385e-01,1.086994633e-01,-1.648485661e-02,1.259066164e-01,5.711349472e-02,-7.527907938e-02,-3.398706391e-02,-1.494205296e-01,-7.646140875e-04,6.517541409e-02,-7.067967951e-02,1.280506253e-01,1.259494275e-01,1.342208833e-01,1.148828864e-01,-1.325075477e-01,1.624793708e-01,6.315446645e-02,1.228848845e-01,7.120414078e-02,-7.111094892e-02,-2.732268572e-01,8.947386593e-02,1.488828063e-01,3.690047935e-02,6.151137128e-02,1.444196403e-01,4.766406864e-02,1.202958226e-01,2.303138003e-02,4.388976842e-02,-9.585545212e-02,2.814866416e-02,4.300954565e-02,7.372441143e-02,1.573957205e-01,-8.209060878e-03,-7.844247669e-02,1.313115805e-01,3.623615950e-03,4.662749916e-02,-3.606464714e-02,-1.569357216e-01,3.572643176e-02,2.866772376e-02,-6.940922141e-02,5.585564068e-04,-4.776678234e-02,8.242582530e-02,1.887649745e-01,-8.745742030e-03,-4.196611792e-02,-1.884721071e-01,-1.073357761e-01,6.923873723e-02,-9.141469747e-02,-7.733286172e-02,5.577888340e-02,1.592077166e-01,-4.484939203e-02,-3.875954077e-02,5.659003928e-02,2.168595791e-01,-8.273211122e-02,1.349790543e-01,8.953821659e-02,1.058220491e-01,2.709784508e-01,1.797879115e-02,4.044349864e-02,-2.186371945e-02,-8.484096080e-02,-5.785337836e-02,-1.422957517e-02,1.006623954e-01,1.669905335e-01,2.131127864e-01,5.969219282e-02,-1.675868034e-01,3.932528570e-02,-1.315608621e-02,-2.941176482e-02,-5.805461481e-02,2.422067896e-02,-5.668311566e-02,-3.041997924e-02,8.632186800e-02,2.722400473e-03,1.501578931e-02,-6.182622537e-02,3.437306732e-02,2.005969733e-02,-6.267156452e-02,1.369628459e-01,3.861691430e-02,1.235203147e-01,2.864034101e-02,4.011892527e-02,1.529010981e-01,-7.030342240e-03,-1.993583292e-01,-6.665749103e-02,-1.210475862e-01,-6.894924492e-02,-3.514913260e-04,4.036490247e-02,2.209530212e-02,-1.614466496e-02,-2.674258947e-01,-1.944450140e-01,5.597388372e-02,1.140274629e-01,9.223254770e-02,7.991726696e-02,1.268521994e-01,-9.346712381e-02,1.717238575e-01,1.425095648e-01,-4.125415385e-01,7.412913442e-02,4.834569991e-02,4.265638813e-02,-7.735658437e-02,-6.495727599e-02,-1.061421353e-02,6.648092717e-02,-1.486528516e-01,-1.201499603e-03,-6.925307214e-02,3.676000610e-02,9.871158749e-02,-4.958966002e-02,-2.259938605e-02,7.778327912e-02,1.618221253e-01,-7.133141905e-02,4.435392842e-02,1.211972237e-01,8.072128892e-02,-4.879271612e-02,3.016646951e-03,-1.536131352e-01,1.469337791e-01,1.231944188e-01,-1.110770106e-01,-2.890561940e-03,-9.559635818e-02,5.471622944e-02,8.390368521e-02,1.810387522e-02,-1.866973490e-01,2.882238477e-02,1.328993738e-01,5.303539336e-02,4.190922901e-02,-1.154438779e-01,2.613806725e-02,-8.766886592e-02,-7.569181174e-02,6.341561675e-02,-1.025816128e-01,9.068260342e-02,-5.818587262e-03,-9.140579402e-02,6.152484193e-02,-7.538861036e-02,7.724858355e-03,6.079213694e-02,7.042719424e-02,6.208402291e-02,1.285483409e-02,-2.844585478e-01,-1.308733225e-02,2.852445841e-02,2.656425640e-04,1.670954935e-02,-1.680693403e-02,2.267788950e-04,1.164148450e-01,-2.854477800e-02,-2.193422988e-02,-4.092590138e-02,8.630052209e-02,5.387934297e-02,-9.306306392e-02,-7.023634762e-02,-4.131076485e-02,3.448599204e-02,-8.522164077e-02,-2.403444238e-02,4.071840271e-02,6.136466935e-02,-3.743316978e-02,-8.231803775e-02,1.601173542e-02,-1.528435387e-02,-9.198796749e-02,-3.661481664e-02,-1.122243255e-01,6.521241367e-02,-1.040247735e-02,6.932867318e-02,4.063911363e-02,3.521998599e-02,-1.203607619e-01,3.739500046e-02,-4.401820526e-02,-9.389934689e-02,7.337632775e-02,2.187608369e-02,1.193233207e-01,-6.002699211e-02,2.312570810e-02,1.720111072e-01,9.695503116e-02,5.969937891e-02,-7.993083447e-02,9.285011142e-02,-7.944265753e-02,-1.631550957e-03,-1.250462681e-01,-5.109542236e-02,-1.063343138e-01,8.542553335e-02,4.902697168e-03,-6.886392087e-02,5.350656807e-02,8.689072728e-02,4.734103754e-02,-3.593737632e-02,1.118693054e-01,-7.980962098e-02,-6.106023118e-02,6.333158910e-02,8.178041130e-02,9.117317200e-02,2.368616611e-01,-3.475778922e-02,-1.198458001e-01,-6.624459289e-03,1.336303949e-01,-5.176014733e-03,8.144860715e-02,-2.037658170e-02,-5.306865647e-02,-1.473035216e-01,3.680462539e-01,-6.628585979e-04,-2.270119637e-02,4.646330327e-02,1.130025461e-01,-6.282755733e-02,-5.230901018e-02,3.334281594e-02,8.984859288e-02,1.409955882e-02,4.002246261e-02,6.421942264e-02,2.476921529e-01,1.992527544e-01,-1.855818331e-01,3.061139397e-02,-5.060464889e-02,7.676620036e-02,3.357922891e-03,1.459444910e-01,1.621130407e-01,3.001098335e-02,1.455226392e-01,4.536984861e-02,-1.091821119e-01,-2.026150376e-01,1.713791788e-01,-1.804501712e-01,-1.146657690e-01,-8.146498352e-02,-4.195927829e-02,-2.098803371e-01,2.223877609e-01,5.381195992e-02,1.823888905e-02,2.559469640e-01,6.109594926e-02,-3.656202462e-03,-2.458673716e-02,-5.165900663e-02,6.860529631e-02,-8.625800908e-02,-2.047512867e-02,-3.827021644e-02,-3.354727849e-02,1.365756094e-01,-1.216072887e-01,-3.682129458e-02,-9.268607199e-02,8.568716235e-03,1.182078719e-01,6.479645520e-02,5.684238393e-03,7.501422614e-02,9.997246414e-02,-4.929072782e-02,-9.764242917e-02,-1.093913466e-01,1.441129595e-01,5.451089144e-02,-1.806367040e-01,2.239119262e-02,-5.479378626e-02,-2.324513346e-02,6.329393387e-01,4.436711967e-02,-4.319620878e-02,5.429000780e-02,1.532682478e-01,-1.034196280e-02,-5.246014148e-02,2.995611541e-02,1.950248629e-01,8.873981424e-03,1.312910318e-01,-1.200109627e-02,-1.154633760e-01,4.711509943e-01,-5.710392445e-02,-3.498894721e-02,-8.876746893e-02,4.147722572e-02,9.598842263e-02,3.786043078e-02,6.681053340e-02,5.163319111e-01,1.176540628e-01,-1.879051328e-02,-1.077893451e-01,-4.353260621e-02,8.465246856e-02,-1.060803235e-02,-9.417669475e-02,1.593255065e-02,2.375685796e-02,8.805634081e-02,-2.530282922e-02,5.390666425e-02,-1.735220104e-02,-2.416873723e-02,-6.350176875e-03,1.645495184e-02,-1.043187529e-01,-5.986804515e-02,-8.053749800e-02,-4.679608718e-02,1.778133810e-01,7.109403610e-02,1.591482908e-01,-4.298790544e-02,7.381224632e-02,-4.201417789e-03,-3.618302569e-02,1.096803322e-02,-3.245979920e-02,1.821005717e-02,9.465000033e-02,1.828976721e-01,1.978178322e-01,-1.986160688e-02,-1.238706931e-01,1.211534068e-01,-4.322190583e-02,1.325781047e-01,1.072533652e-01,-1.830379851e-02,-1.104466692e-01,1.527070161e-02,5.639538169e-01,1.289199889e-01,-7.687899470e-02,1.034312602e-02,8.706565946e-02,-9.637211263e-02,-5.417595431e-02,5.461745709e-02,1.893066019e-01,1.246825382e-01,1.869918406e-02,7.348189130e-03,5.406664219e-03,3.476316333e-01,-1.062275171e-01,-1.102762949e-02,-6.534110010e-02,-8.448878676e-02,4.617590830e-02,8.366114646e-02,1.417533159e-01,2.568992376e-01,2.129955776e-02,3.141519427e-02,-7.224047184e-02,8.817631751e-02,5.404324830e-02,2.465076745e-02,-1.836981252e-02,9.334900975e-02,-1.535864472e-01,7.797203213e-02,4.241878912e-02,-6.655336171e-02,8.974846452e-02,1.932734973e-03,1.214617025e-02,4.045391455e-02,-3.215013444e-02,5.152263492e-02,7.989682257e-02,3.907155246e-02,-4.319654405e-02,8.561173826e-02,-5.103415623e-02,-1.571603119e-02,4.894223530e-03,4.575954378e-02,1.913364381e-01,1.527967751e-01,-5.135373771e-02,9.132602811e-02,7.471011579e-02,6.944934279e-02,-5.741431564e-02,-3.945311904e-02,-9.033725411e-02,-3.158085048e-02,1.545411944e-01,5.480105057e-02,-7.969574654e-04,-6.677046418e-03,1.042024698e-02,-4.953364655e-02,-5.980980024e-02,1.250644960e-02,2.065204978e-01,-2.972690761e-02,-2.018518597e-01,5.660374090e-02,2.935243025e-02,-6.060016900e-02,-9.954215586e-02,-4.559526220e-02,-1.707077473e-01,-4.765050486e-02,-4.985389858e-02,-4.375306889e-03,-9.857489914e-02,-3.129407763e-02,-7.727091014e-02,8.066244423e-02,-1.042844728e-01,8.714267612e-02,-2.356446907e-02,-8.657582849e-02,6.265993230e-03,-1.169848815e-01,1.167544797e-01,1.401149035e-01,-3.678068519e-02,6.050847471e-02,1.168872491e-01,1.051183324e-03,-1.493557841e-01,6.140074134e-02,-2.372794040e-02,-4.101674259e-02,-1.140218228e-01,8.579304814e-02,-1.536792517e-01,4.060651734e-02,-4.859743640e-02,1.966051757e-02,2.057958953e-02,1.599710807e-02,1.046939939e-01,8.977942169e-02,4.817940667e-02,-5.740756914e-02,-8.365084231e-02,-1.097200736e-01,-1.717545390e-01,-1.895109750e-02,4.753451049e-02,-7.436446846e-02,4.785205424e-02,4.681852460e-02,-1.068241373e-01,-7.302387804e-02,3.369436413e-02,1.459676921e-01,-1.647118181e-01,-1.017300636e-01,-6.698006764e-03,-4.963225126e-02,-7.912835479e-02,1.083375365e-01,1.703929040e-03,8.963673562e-02,9.626188874e-02,-1.282216311e-01,-1.982168481e-02,-5.607814342e-02,-5.513575301e-02,-5.790353566e-02,-1.238157079e-01,1.507041752e-01,-1.285661757e-01,3.578446805e-02,4.133638740e-02,-2.392345481e-02,-4.896312207e-02,5.887218937e-02,6.873817649e-03,-5.224657711e-03,-4.357906058e-03,-3.750605881e-02,2.364977077e-02,-8.352887630e-02,-5.506674945e-02,-6.492557004e-03,-4.690751433e-02,8.088185638e-02,-4.234808311e-02,8.154993504e-02,1.794530451e-01,-1.499013454e-01,1.512862556e-02,-9.460671991e-02,2.808186691e-03,6.659934670e-02,-2.799467742e-02,1.044510975e-01,3.735286742e-02,2.619402111e-01,1.055187732e-01,1.037608832e-03,-5.967914313e-02,-3.428538889e-02,9.597373754e-02,-1.152946129e-01,1.668720096e-01,-2.193048783e-02,-1.151746064e-01,-4.781595990e-02,9.997361153e-02,6.407003850e-02,1.024010256e-01,-9.758245200e-02,1.504860371e-01,8.508724160e-03,3.272887552e-03,1.014307588e-01,-5.755852163e-02,7.752304431e-03,-9.587371349e-02,-6.911364943e-02,-1.462003589e-01,4.844907299e-02,1.182632986e-02,4.691984877e-02,1.169177238e-02,6.365595758e-02,-2.722920477e-02,2.889707312e-02,-6.035335362e-02,1.577295959e-01,-8.976273239e-02,1.074126884e-01,-8.044109493e-02,8.032027632e-03,3.410364687e-02,8.879797161e-02,2.021780908e-01,-4.581923038e-02,1.382357776e-01,-4.159669578e-02,1.208187416e-01,-4.865535721e-02,-7.138977945e-02,1.285960078e-01,-3.354673833e-02,7.343261689e-02,4.967639968e-02,3.136700764e-02,-8.788530529e-02,-8.028517663e-02,-8.932200260e-03,7.303316146e-02,8.932957053e-02,-3.083031159e-03,-4.300620779e-02,1.838049293e-02,-6.028298289e-02,7.511650026e-02,1.142191887e-01,1.327722073e-01,-1.070404798e-01,-1.347445697e-02,-2.965082973e-02,9.441558272e-02,2.549600601e-02,2.491260134e-02,1.026511891e-03,6.150779873e-02,-5.645099655e-02,8.984511346e-02,1.600004174e-02,1.420417987e-02,8.992426842e-02,-9.908420593e-02,5.024763942e-02,-1.223319583e-02,3.698805347e-02,4.537095875e-02,4.691579640e-01,-1.066425294e-01,1.254110932e-01,-8.805949241e-02,1.193493083e-01,-6.067284383e-03,-2.294485085e-02,3.667470301e-03,-7.565946877e-02,-4.737344012e-02,6.589410901e-01,-8.219221234e-02,3.438197076e-02,-1.956289634e-02,2.411215007e-02,-1.508438885e-01,-2.592544071e-02,9.845568985e-02,1.205279157e-01,-5.638051778e-02,9.578462690e-02,7.050369680e-02,2.009835094e-02,3.642026186e-01,-6.303393096e-02,-5.635984987e-02,-6.038538367e-02,-1.767446473e-02,2.372583840e-03,1.353784502e-01,3.590187430e-02,1.963381618e-01,1.555776149e-01,-2.655940354e-01,3.776445228e-04,-1.427470427e-02,-1.853883453e-02,4.277563468e-02,3.436883539e-02,4.585138708e-02,-6.644564867e-02,3.379954770e-02,-8.178315312e-02,4.353778809e-02,3.879784793e-02,1.197724976e-02,-3.029268468e-03,9.529616684e-02,-7.921653241e-02,7.475204021e-02,3.993855789e-03,6.964183412e-03,-5.127576739e-02,-8.356558532e-02,2.641120739e-02,-4.610025790e-03,2.195144631e-02,4.706943780e-02,4.998819903e-02,-1.159398630e-01,7.509604096e-02,6.355356425e-02,-5.105768796e-03,4.306891561e-02,2.159970701e-01,1.104715690e-01,-4.877247661e-02,-2.180047184e-01,6.500419229e-02,-7.558491081e-02,9.697408415e-03,-7.702917326e-03,-9.165179729e-02,4.254653305e-02,4.586974680e-01,-1.031303555e-01,6.270776037e-03,-5.686299875e-02,9.500366449e-02,8.570931852e-02,8.328430355e-02,-9.415020235e-03,2.399989218e-01,-5.364203453e-02,4.000615329e-02,-3.323884681e-03,1.330402344e-01,1.545869112e-01,-7.225330919e-02,-1.263517886e-01,-2.026652545e-02,-6.749424338e-02,1.388409585e-01,-5.715908855e-02,-1.328184269e-02,1.873105019e-01,9.927706420e-02,-1.354659162e-02,4.009041470e-03,-9.825439006e-02,-4.856579751e-02,-1.341397129e-02,-8.733286709e-02,-5.778140202e-02,2.368485741e-02,-4.309043661e-02,1.596356034e-01,2.400122397e-02,1.240140852e-02,1.420118958e-01,1.157226600e-02,7.951714098e-02,-5.791962892e-02,-6.431638449e-02,4.359290004e-02,-1.887328550e-02,2.867057174e-02,-1.161973178e-02,1.038488671e-01,-1.194575354e-01,7.024073601e-02,-1.092394739e-01,-5.911026523e-02,-5.441513495e-04,2.737547969e-03,-5.050619319e-02,6.982944161e-02,9.241323173e-02,-2.058279216e-01,8.399743587e-02,-9.201116860e-03,4.215466976e-02,-6.294559687e-02,-3.873065487e-02,-2.902902430e-03,-1.287009418e-01,-6.475095637e-03,-1.629582979e-02,-4.136643112e-01,4.685285687e-02,1.986470260e-02,9.537952393e-02,1.115583442e-02,-3.595483489e-03,-2.311924472e-02,1.256587263e-02,-6.722467393e-02,3.091376834e-02,-6.297089159e-02,2.435822226e-02,5.956592783e-02,-1.275955141e-01,-1.679980904e-01,-1.002865471e-02,1.459347159e-01,-8.582664281e-02,6.674126536e-02,-4.245700315e-02,-8.282227069e-02,-1.678537726e-01,-2.024668157e-01,1.416878551e-01,1.223270819e-01,1.584364325e-01,-2.059277743e-01,-8.315970749e-02,-3.225761279e-02,3.339460865e-02,1.323157549e-01,8.876553923e-02,-3.020950854e-01,8.360948414e-02,1.573737562e-01,-1.638603956e-01,-1.775297970e-01,-9.650143981e-02,2.425274402e-01,1.127838418e-01,-2.212262154e-01,1.656468660e-01,-7.823599130e-02,-1.596802324e-01,-1.598911622e-04,-4.694466591e-01,3.618571535e-02,-4.788110778e-02,5.441936851e-02,-1.368210837e-02,-1.384592056e-01,2.968397178e-02,-1.263305247e-01,-8.463367820e-02 +biases1 = -5.244068056e-02,3.935909263e-06,1.256418675e-01,5.248977244e-02,1.422113925e-02,-1.467341650e-02,3.251230111e-03,-3.583891521e-05,1.443179548e-01,2.326455899e-03,-2.993268967e-01,2.888168395e-02,-3.535554046e-03,-2.291688323e-02,-2.961318567e-02,-2.786060795e-04,-9.112142958e-03,-1.720993780e-02,8.194183558e-02,-2.635001205e-03,4.385555908e-02,-1.012440026e-02,-2.407524548e-02,6.219271570e-02,-1.106336485e-12,-1.349744139e-08,7.262750529e-03,0.000000000e+00,-1.111267973e-02,-2.455748245e-02,1.623243466e-02,-3.814652935e-02 +weights2 = 6.559721828e-01,-9.342366880e-10,-2.107232958e-01,-2.491355091e-01,2.783508599e-01,3.542989492e-02,8.148920722e-03,-3.782229783e-07,-2.410992235e-01,-2.552999258e-01,1.424714088e+00,-5.608915165e-02,-7.368339598e-02,1.874412894e-01,2.128666937e-01,2.198540187e-06,-1.381058693e-01,-9.558167309e-03,4.667083323e-01,-9.062758088e-02,2.839456797e-01,4.217772558e-02,1.062929779e-01,8.121806383e-01,5.894756683e-09,8.357433217e-07,-1.200736091e-01,-8.816546937e-10,9.017556161e-02,4.965751618e-02,1.115900725e-01,6.623813510e-01 +biases2 = 4.545364995e-03 diff --git a/params/D00143.001.txt b/params/D00143.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..72c2d77d2ecf2f3734eb91a993f6cda93d256df9 --- /dev/null +++ b/params/D00143.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -6.830375060e-04,-5.239887163e-02,-1.274290383e-01,-1.279892325e-01,3.949610516e-03,-1.946626008e-01,-5.142977834e-02,1.604682207e-01,4.641298205e-02,-5.309609175e-01,-8.259233832e-02,-8.631349355e-02,-3.865670860e-01,1.685553640e-01,1.844174266e+00,-7.792025805e-02,-2.194103897e-01,-3.107576668e-01,8.964391053e-02,4.287564009e-02,-2.338771820e-01,-1.619815379e-01,-1.190470532e-01,-2.318344265e-01,-3.166194558e-01,-4.196301103e-01,-1.299363077e-01,3.736841679e-01,2.936501205e-01,-1.015973315e-01,-1.825047255e+00,-1.921100318e-01,-1.078636721e-01,-1.635996439e-02,-5.477551371e-02,4.553615674e-02,-2.986068651e-02,-1.273084134e-01,1.148814615e-02,-1.273736358e-01,-1.374554187e-01,7.700704932e-01,1.411955953e-01,-1.565265656e-01,1.174923033e-01,-6.000887156e-01,-2.158682108e+00,-6.355647743e-02,1.054852530e-01,-2.562636733e-01,-5.749680102e-02,-2.846934497e-01,-2.050198149e-03,-2.148913890e-01,-7.238002121e-02,-1.273103654e-01,8.333873749e-02,-2.869184911e-01,-1.627598107e-01,-1.186552048e-01,-3.020890951e-01,2.156191319e-01,1.763726473e+00,-1.290373653e-01,2.223934792e-02,-1.978577524e-01,-9.585968219e-03,-4.097743034e-01,2.615629323e-02,-1.494970620e-01,-6.080899015e-02,1.674177051e-01,1.754777580e-01,-7.953615189e-01,-3.965756670e-02,-3.170946240e-01,-3.259211779e-01,3.668132126e-01,4.005505443e-01,-2.613114715e-01,-2.754393220e-01,-1.421337724e-01,1.038289592e-01,2.058625072e-01,-3.840279765e-03,-2.244230956e-01,-1.934865713e-01,-1.540960819e-01,-2.984306812e-01,-9.889615327e-02,-8.043593913e-02,5.957048535e-01,1.655593812e-01,-7.345143557e-01,1.498135775e-01,-9.512811154e-02,1.481371075e-01,1.562656253e-03,-4.396657646e-02,1.360792369e-01,-1.751899719e-01,-2.076856978e-02,1.446358413e-01,-2.910490334e-01,-1.902520657e-01,8.328487277e-01,2.050231695e-01,-1.055341288e-01,-1.600095332e-01,-4.862903357e-01,-6.918168664e-01,1.311025620e-01,-1.160291731e-01,-2.961584330e-01,-2.032634467e-01,-2.556258142e-01,-1.090543568e-01,-3.049026132e-01,-1.218684092e-01,-4.761150852e-02,-1.139217522e-02,-4.066504240e-01,-3.159463108e-01,-1.603528112e-01,4.362616688e-02,5.350952148e-01,-2.355051786e-01,-2.367209047e-01,2.008922100e-01,7.988639176e-02,-2.599408478e-02,-2.284621298e-01,5.110691488e-02,-2.974415421e-01,-1.346962005e-01,1.468941420e-01,1.231083348e-01,-7.332950234e-01,-7.492762804e-02,-1.885688752e-01,-1.864659637e-01,2.521542013e-01,-8.959574997e-02,-1.011855677e-01,-3.110329509e-01,-5.595093966e-01,3.388914838e-02,2.881919444e-01,-2.093571872e-01,-1.301554292e-01,-1.292795539e-01,-3.048688471e-01,-2.722498178e-01,9.375340492e-02,-6.864565425e-03,6.126618385e-01,1.285687536e-01,4.847693145e-01,-1.432088614e-01,-2.410370857e-01,-2.900588214e-01,1.196563169e-01,1.510539204e-01,7.448644377e-03,7.595378160e-02,-6.210330501e-02,6.410823017e-02,-9.020291269e-02,-1.964379251e-01,9.265372753e-01,1.240782291e-01,-3.243972361e-01,-1.720650643e-01,-1.047953129e+00,-4.706367850e-02,-7.082722336e-02,1.774089485e-01,-2.729927003e-01,-3.119110763e-01,-3.883721530e-01,-1.813061535e-01,-2.108441740e-01,-3.122167103e-02,-7.645487785e-02,2.068085968e-02,-7.546551228e-01,-2.752074599e-01,-8.625137061e-02,-4.741766304e-02,-7.558864076e-03,-9.640357643e-02,-4.904115573e-02,1.667023450e-01,-2.061380595e-01,-1.606730968e-01,-3.999965787e-01,9.794919193e-02,-4.692995548e-01,-1.038714200e-01,-3.838941455e-02,2.968307137e-01,-8.037323356e-01,-1.787403948e-03,-3.020913899e-01,1.049289033e-01,2.504557073e-01,5.443489645e-03,-2.669455297e-02,-1.588151455e-01,-3.430487812e-01,1.649739742e-01,2.883400619e-01,-1.280656308e-01,5.580050126e-02,-1.562992632e-01,-1.084807664e-01,-3.437066376e-01,-4.508608207e-02,-1.226080805e-01,6.971511841e-01,-1.042229459e-01,9.734313190e-02,3.037118725e-02,-2.438057587e-02,-1.657887250e-01,2.689291537e-01,1.239581704e-01,1.742824465e-01,5.094889551e-02,-1.762982458e-01,-6.075603142e-02,-6.525603682e-02,-2.017476708e-01,7.413409352e-01,2.300248295e-02,-2.772364020e-01,-9.786222130e-02,-7.640331984e-01,5.633110926e-02,-3.997383416e-01,-6.312253326e-02,-3.543701172e-01,-2.805591524e-01,-3.866666257e-01,-2.838616073e-01,-1.088226661e-01,8.913274854e-02,-1.135179028e-01,-7.797312737e-02,-3.602577448e-01,-1.312557608e-01,-1.024377272e-01,-1.789845377e-01,9.664989263e-02,-4.699681401e-01,-9.493688121e-03,1.659149975e-01,6.364475489e-01,5.842315406e-02,-2.503465712e-01,-3.930703923e-02,-2.059435099e-01,2.510417253e-02,2.069323659e-01,1.260145903e-01,-9.861318469e-01,-1.103409529e-01,-1.682729721e-01,-3.204769492e-01,3.838280737e-01,-2.097544521e-01,3.030730225e-02,-4.117978811e-01,-7.224836946e-01,1.644023657e-01,2.569510043e-01,-2.332207561e-01,3.353091329e-02,-2.284388840e-01,-2.561774552e-01,-2.826589942e-01,2.496802658e-01,6.295805424e-02,4.739494324e-01,-8.967156708e-02,-5.694675446e-01,1.146609336e-02,-1.599451751e-01,-9.672725946e-02,7.473917305e-02,5.160872266e-02,3.215195611e-02,9.138154238e-02,-2.460789531e-01,2.592738159e-02,-2.556822598e-01,-1.008565351e-01,3.485403657e-01,1.203149557e-01,-3.395402431e-01,1.121968180e-01,-2.766770720e-01,-3.245676681e-02,-1.110908538e-01,1.214997694e-01,-6.244139671e-01,-4.252749681e-01,-3.641364872e-01,-7.979174703e-02,-2.811819613e-01,-5.304631591e-02,-2.164516412e-02,-6.767663360e-02,-7.952431589e-02,-3.050156832e-01,5.020776019e-02,1.996814087e-02,1.436172575e-01,-1.460268497e-01,-2.215091586e-01,2.572792768e-01,-6.465949416e-01,-1.116944924e-01,-5.659800172e-01,1.443081796e-01,-4.418776929e-01,-6.564459950e-02,2.201524973e-01,2.110679001e-01,-5.061838627e-01,3.571947813e-01,-2.260185480e-01,-2.059326619e-01,2.014081180e-01,-1.101998165e-01,-1.163184922e-02,-2.959288955e-01,-2.874728739e-01,2.237906605e-01,4.719980359e-01,-7.599887252e-02,-1.049229205e-01,-1.672587544e-01,-4.946492016e-01,-3.291664720e-01,1.611035764e-01,-1.186846644e-01,5.706822276e-01,2.227894515e-01,1.428384483e-01,8.495391905e-02,-3.569879532e-01,3.495541811e-01,1.114091039e+00,2.120461501e-02,5.572721735e-02,-1.456422359e-01,-3.129026294e-02,3.408753872e-02,-4.795016255e-03,-1.473282129e-01,3.171181083e-01,-1.171127185e-01,-2.370342612e-01,-6.464046985e-02,-7.375579476e-01,1.670839936e-01,1.238027513e-01,-5.334906578e-01,-8.133898377e-01,-2.832277417e-01,-2.874928713e-01,-1.854290813e-01,-1.213660762e-01,-3.158766776e-02,-4.488852620e-02,-6.066655368e-02,-4.381414056e-01,-3.533865511e-01,-9.436371922e-02,-2.287469357e-01,7.535238564e-02,-5.163032413e-01,-2.179220766e-01,1.512906700e-01,-7.673929930e-01,-2.838811651e-02,-4.179582894e-01,1.252168864e-01,2.268939316e-01,-7.713552564e-02,2.606918514e-01,2.217542827e-01,-5.269193053e-01,-5.262820125e-01,-3.122393787e-02,-3.410007656e-01,1.086684316e-01,7.511758804e-02,6.408488154e-01,-3.992509246e-01,-6.650117636e-01,9.409604967e-02,6.679574251e-01,-3.239721060e-01,-2.842823565e-01,-2.104821205e-01,-4.664825201e-01,-3.598136604e-01,1.851583123e-01,5.022907853e-01,5.170848966e-01,1.250302643e-01,-1.531229615e-01,1.201158203e-02,-1.996507049e-01,2.961099148e-03,1.788550496e+00,9.083323181e-02,4.184151068e-02,2.079013586e-01,-1.467558444e-01,3.208641335e-02,-1.085207015e-01,1.125211865e-01,1.416243762e-01,3.017747775e-02,-4.592263401e-01,-5.044835806e-02,-3.512735963e-01,-1.600997895e-01,-9.424115419e-01,2.154476009e-02,-9.894600511e-01,-3.057731390e-01,-6.173167229e-01,-2.698588669e-01,-4.948128462e-01,2.334607206e-02,-1.252702810e-02,-2.985442281e-01,-2.667895257e-01,-2.388849258e-01,-1.453965623e-02,-1.013536379e-02,7.728167623e-02,-3.025609553e-01,3.961382061e-02,7.067327946e-02,-1.266878963e+00,2.251171693e-02,-4.568831623e-01,-2.125713378e-01,1.285301149e-01,1.517586857e-01,5.491200686e-01,7.124784589e-02,-2.484192848e-01,9.164617658e-01,-2.289722860e-01,-2.578814328e-01,1.442453861e-01,-9.102796018e-02,-8.351629972e-01,-1.562803537e-01,-3.611095250e-01,7.293618470e-02,4.486684203e-01,-4.617702365e-01,-8.310466409e-01,-4.118848741e-01,-4.723128378e-01,-3.455885947e-01,1.209100243e-02,-4.021060765e-01,6.171751618e-01,1.078053415e-01,-1.592371762e-01,-1.418878883e-02,-1.690188050e-01,5.055657029e-01,1.833200693e+00,6.526208669e-02,-4.574869946e-02,8.095091581e-01,-2.093251944e-01,1.093473472e-02,-1.288477033e-01,2.468525171e-01,-1.432302687e-02,-4.664186537e-01,-2.456400841e-01,-5.278896168e-02,-1.780034155e-01,1.949472167e-02,6.382046342e-01,-6.415610313e-01,-8.387065530e-01,-3.132851422e-01,-2.705422342e-01,-3.953711092e-01,2.138944566e-01,1.640223339e-02,-2.744190395e-01,-2.984033823e-01,-2.173746228e-01,-2.807913125e-01,-1.297799796e-01,-7.451689988e-02,-1.258392334e-01,-2.903270125e-01,-9.396620095e-02,-3.420257270e-01,-8.689746261e-01,5.047484860e-02,-5.134328604e-01,1.157569811e-01,-5.178244710e-01,9.233400822e-01,3.069791794e-01,-2.756470069e-02,-1.611379832e-01,-9.866508096e-02,-1.941694170e-01,-1.882413626e-01,2.426139116e-01,-5.299236625e-02,-3.659949452e-02,-7.174516320e-01,-1.883398294e-01,-2.019993402e-02,5.516402125e-01,5.254641175e-01,-7.917413712e-01,-9.778650999e-01,-5.008289814e-01,-5.520927906e-01,-1.702026725e-01,8.992550373e-01,5.412334800e-01,-4.025615752e-02,-2.410912141e-02,-3.822135506e-03,3.510182500e-01,8.658616543e-01,1.186746597e+00,1.168731526e-01,9.162259847e-02,-1.323249936e+00,-1.346057653e+00,6.173473597e-01,1.054857299e-01,9.917438775e-02,-3.203913197e-02,-5.183223486e-01,-3.061132431e-01,-1.689286083e-01,-1.123721153e-01,-7.489810884e-02,2.053110301e-02,-3.003610671e-02,-7.644159794e-01,-2.976336181e-01,-4.554143548e-01,4.198770225e-01,1.956172109e+00,-7.933425903e-01,-2.359909713e-01,1.538455933e-01,-1.059158519e-01,-5.158234239e-01,-2.556358278e-02,1.203409731e-01,-4.250900447e-01,-2.447098494e-01,-7.973124385e-01,-4.012635350e-01,-7.794205546e-01,-6.671085954e-02,-4.012615979e-01,-9.178559184e-01,1.993956566e+00,-2.932734489e-01,1.958292127e-01,1.963486075e-01,-1.216721162e-01,-7.470656931e-02,-1.542550623e-01,-9.002962708e-02,-3.130196035e-02,3.712303936e-02,-9.437558651e-01,-4.567266628e-02,-4.245160893e-02,-5.785854161e-02,7.910900116e-01,-8.237212896e-01,-7.283992767e-01,-4.694483280e-01,-5.525869876e-02,-5.493864417e-01,-4.665363580e-02,2.858664393e-01,5.635920167e-01,2.269432992e-01,-1.574432105e-01,-1.438018531e-01,-2.106984518e-02,-1.133834243e+00,7.857050896e-01,3.245503604e-01,-2.545001805e-01,1.650588751e+00,-1.367986798e+00,1.213558793e+00,-2.587165236e-01,4.697578251e-01,1.240989845e-02,-3.711159527e-01,-2.440308034e-01,-3.124120831e-01,5.753849447e-02,-1.293028425e-02,-8.216227293e-01,1.356318235e+00,-5.970832705e-01,-3.520456553e-01,-4.617478549e-01,-1.709480286e-01,-5.967218876e-01,-6.819840670e-01,-2.077160925e-01,-4.412370622e-01,-3.115852773e-01,-7.192161679e-02,-1.519872248e-01,-1.010685936e-01,-1.862533092e-01,-2.563359439e-01,1.325908422e+00,-4.869146943e-01,-6.068596840e-01,-5.233092606e-02,-8.154954761e-02,3.124383986e-01,2.669243097e+00,9.514571428e-01,-4.199689925e-01,3.166624904e-01,-1.148958057e-01,-1.453689635e-01,-6.899990141e-02,-4.868665710e-02,-3.134016693e-01,3.861406818e-02,7.694965601e-01,6.374924779e-01,-1.530232430e-01,-4.442889094e-01,6.450075507e-01,6.884466410e-01,-1.254845381e+00,-7.284833789e-01,-7.268767953e-01,-3.744848967e-01,-4.479073882e-01,9.204018861e-02,3.978696465e-01,1.064742506e-01,3.252164125e-01,-9.858834743e-02,-5.970332623e-01,2.508955896e-01,5.184019804e-01,6.058464050e-01,-6.525775790e-01,-1.603084326e+00,-1.259979725e+00,1.852759570e-01,6.967011094e-01,2.335008830e-01,2.409351766e-01,-6.413360685e-02,-2.653209865e-01,-3.344435096e-01,2.186599970e-01,1.042093858e-01,-4.942613542e-01,-6.251013875e-01,-3.926622570e-01,-2.598011792e-01,-2.332894653e-01,3.393902779e-01,-8.540105820e-01,-6.392840147e-01,1.249811649e-01,-5.042186975e-01,-1.464495659e-01,-1.135805994e-01,-5.094351619e-02,2.064463770e-04,-5.461997986e-01,-4.203021824e-01,-1.388372481e-01,4.675167799e-01,-5.082498789e-01,-1.020668149e-01,-3.282431960e-01,-3.574118316e-01,8.822596073e-01,-1.476185322e-01,-2.231335789e-01,-2.168717533e-01,-5.613588914e-02,-4.039085656e-02,-9.927334636e-02,-2.901272774e-01,-9.150470495e-01,-5.022859573e-02,1.024752617e+00,-1.044963360e+00,-6.586066633e-02,-8.821502924e-01,1.103746071e-01,-4.204129875e-01,-9.562246799e-01,4.703851640e-01,-3.103790581e-01,-6.859453321e-01,-1.980084693e-03,-2.587912083e-01,4.174413085e-01,1.192078665e-01,4.446050525e-01,-6.223810464e-02,-3.808028102e-01,1.388779562e-02,2.893792987e-01,1.258251786e+00,-1.919790059e-01,9.143460393e-01,-1.014329672e+00,-1.569647491e-01,-3.410449028e-01,7.098391652e-01,6.455629319e-02,8.415810764e-02,-2.357316166e-01,-6.558379531e-01,7.110397220e-01,2.090694159e-01,-6.554467678e-01,3.395312726e-01,-3.505574465e-01,-4.249167740e-01,8.618441969e-02,-3.989623189e-01,3.907454312e-01,-3.972229362e-01,5.495718718e-01,-1.355147064e-01,-4.746264815e-01,-1.502290741e-02,-6.926574558e-02,5.506621599e-01,-5.591414571e-01,-4.739660025e-01,-4.499466419e-01,6.541302055e-02,-3.493350744e-01,-5.875094533e-01,2.234169841e-01,2.819786593e-02,4.392166436e-01,-5.600141361e-02,-4.408783615e-01,-5.813911557e-01,1.369100958e-01,-3.727629036e-02,2.060411423e-01,2.498961687e-01,-1.398895264e+00,-2.397630066e-01,1.049901843e-01,-8.207073808e-02,-1.443150043e-01,-5.274899602e-01,-6.829964519e-01,-3.402105570e-01,-3.097603023e-01,2.410828024e-01,8.876715600e-02,-1.623028964e-01,-6.797456145e-01,-1.970027983e-01,2.417320758e-01,-4.743717909e-01,6.861893535e-01,2.037841640e-02,-3.113020658e-01,2.021590173e-01,-1.954481006e-02,1.786520243e+00,4.404211342e-01,1.285657734e-01,-5.241720676e-01,3.301332518e-02,-3.113956749e-01,-7.350558639e-01,-2.880765796e-01,8.891679347e-02,-3.288903832e-01,-7.000220418e-01,6.373646259e-01,3.882184327e-01,-2.678425610e-01,-4.081275761e-01,-1.221488342e-01,-8.217892647e-01,-3.057591617e-01,-7.881036401e-02,-3.042284548e-01,-4.477391243e-01,3.385227323e-01,1.153332949e+00,3.620615005e-01,-8.848913014e-02,-1.046300754e-01,6.476588249e-01,-2.423119992e-01,-5.440490246e-01,1.433789358e-02,1.155806482e-01,-1.912377179e-01,4.954145104e-02,-5.525058508e-01,-2.075006515e-01,-2.137099765e-02,-1.512355823e-02,-8.847191334e-01,-1.164969325e+00,8.457030654e-01,4.924703389e-02,4.151909947e-01,-1.307399988e+00,-1.006307125e+00,-6.122305989e-01,1.706532091e-01,-2.629180849e-01,-2.214588672e-01,1.346822083e-01,3.512847051e-02,9.672144055e-02,-3.058069050e-01,6.351743825e-03,1.521484494e+00,1.365393758e+00,-1.247702956e+00,-1.057903543e-01,3.698163107e-02,3.700380027e-01,2.578886747e-01,3.031528592e-01,-1.132371575e-01,-3.796435520e-02,-2.415008470e-02,8.941805959e-01,6.642848253e-01,1.352731790e-02,2.894165367e-02,5.598855764e-02,-3.955559731e-01,-1.327747554e-01,-1.011326537e-01,-1.090868711e-01,-3.705981970e-01,-6.954967380e-01,5.983835086e-02,5.699891448e-01,-1.649502516e-01,-3.863008693e-02,-1.979879439e-01,-1.229017138e+00,-4.704087973e-01,-1.654457003e-01,-3.983952105e-01,-2.789456546e-01,-5.688913465e-01,-3.934510350e-01,3.478579596e-02,-6.568409503e-02,-6.529629976e-02,1.355196476e+00,3.711063862e-01,-6.390274167e-01,-3.549271524e-01,4.151489958e-02,-4.970300570e-02,-4.573310018e-01,1.702967286e-01,-2.464956045e-01,-1.274238061e-02,-1.224741042e-01,-5.114461184e-01,-3.264034390e-01,-1.534706116e+00,7.049296796e-02,-6.882278919e-01,7.435297370e-01,1.403278261e-01,-1.366653919e+00,-3.288502395e-01,-1.959559470e-01,-3.957057297e-01,1.186776757e+00,-1.091627404e-02,5.914336443e-02,-3.066118658e-01,1.739770360e-02,9.660715610e-02,-8.499076366e-01,2.993063033e-01,-1.345113516e-01,5.635788441e-01,-6.711707711e-01,-9.259622097e-01,8.665175438e-01,8.268667012e-02,-2.859049663e-02,5.259400606e-02,-9.947205335e-02,-3.152756095e-01,6.054520980e-02,-1.363019049e-01,-2.012596652e-02,4.575625658e-01,8.291431069e-01,7.582315207e-01,-5.000259355e-02,1.553882509e-01,-8.312437534e-01,2.204580158e-01,5.562247038e-01,-5.535652488e-02,-4.196032882e-02,-2.407101691e-01,-7.798486948e-01,-1.680941731e-01,-1.357652545e-01,-2.421946228e-01,-1.059516445e-01,-3.691638708e-01,2.335519530e-02,7.838357240e-03,-1.189078167e-01,-1.569629088e-02,4.819473028e-01,2.468540072e-01,-4.316957295e-01,-1.589955091e-01,1.464475505e-02,-3.289392591e-01,-1.442171726e-02,2.032729238e-01,-8.778452128e-02,-1.722289026e-01,3.408761695e-02,-2.742063403e-01,6.362771988e-02,7.960117459e-01,-3.534799069e-02,5.958175659e-01,-1.824624658e+00,1.366176754e-01,-2.685762644e+00,-3.466226459e-01,-2.394958586e-01,-2.822768986e-01,2.092018127e-01,-6.629384123e-03,-1.091396958e-01,-1.335425973e-01,-4.985368345e-03,3.446123004e-01,-4.929230809e-01,-9.228275418e-01,-1.927886009e-01,-3.781915009e-01,3.495154381e-01,-4.845281839e-01,9.519078135e-01,3.984475732e-01,7.443754375e-02,8.235692233e-02,-2.633582652e-01,-2.220526151e-02,1.967432797e-01,-7.570756227e-02,-1.058735549e-01,-4.760043621e-01,-1.897017807e-01,1.641307771e-01,-2.876793407e-02,-3.111565411e-01,4.188675582e-01,1.854494363e-01,8.882817626e-01,-1.849210262e-01,-7.089969516e-02,-1.046261638e-01,-8.440219611e-02,-4.981740415e-01,-2.616928816e-01,-3.173426092e-01,-1.542719156e-01,8.102193475e-02,2.927159667e-01,-5.052193999e-01,2.395420149e-02,1.061853766e-01,7.804624438e-01,-1.524592787e-01,4.701393247e-01,-3.283134699e-01 +thresholds = -8.913662434e-01,-2.536697626e+00,-6.051506400e-01,-1.295855403e+00,-1.048285365e+00,-2.794243813e+00,-9.252622724e-01,-1.301953912e+00,-1.303230405e+00,-1.873404860e+00,-9.297551513e-01,5.642655864e-02,-1.107371807e+00,-1.273149371e+00,-1.504386425e+00,-1.845751762e+00 +weights1 = -3.852921305e-03,-1.261074841e-01,-1.718838066e-01,-4.881081637e-03,-1.224898323e-01,-9.074777365e-02,-8.516410738e-02,7.254385389e-03,2.295427257e-03,-4.064352512e-01,9.566017240e-02,-6.290191412e-02,-6.194117293e-02,-1.039011218e-02,-2.319460511e-01,-3.103702702e-02,-2.839253284e-02,-2.406720370e-01,-1.464649439e-01,2.713415306e-03,-1.458229497e-02,-3.076566756e-02,-5.947163701e-02,-3.149714787e-03,-4.954612628e-02,-1.718722284e-01,-1.768896133e-01,-1.690448821e-02,-1.049428880e-01,1.439517140e-01,1.510583758e-01,-1.355498284e-01,-2.624810301e-02,-1.415603638e+00,-2.501854487e-02,-1.112063695e-02,-1.358104032e-02,1.489588737e+00,-5.847138818e-04,1.732328348e-02,-1.258604322e-02,-4.885522649e-02,2.889182568e-01,-7.023122627e-03,3.922393546e-03,-9.969001636e-03,-1.879640669e-02,6.455706898e-03,-4.020408913e-02,-3.060280681e-01,-5.739580840e-02,6.050464138e-02,2.610318363e-03,8.331357501e-03,-1.583941653e-02,1.192421384e-09,-4.889701605e-01,-4.473798349e-02,8.299922198e-02,2.034188621e-02,-2.707888186e-02,1.311865300e-01,-1.047214642e-01,-3.512180969e-02,2.044179104e-02,1.208129972e-01,-1.529444009e-02,7.103066891e-03,-1.981700771e-03,-3.173761368e-01,6.158623099e-02,-2.323446237e-02,1.129986644e-01,-2.049590945e-01,-4.564738274e-01,-7.119543850e-02,1.098802127e-02,-1.796961762e-02,-9.878914058e-02,3.328573890e-03,3.475556150e-02,-5.393750668e-01,2.324762940e-01,-1.757683158e-01,1.169443224e-02,-2.138127536e-01,-4.351101071e-02,-5.492816679e-03,3.883379996e-01,-2.556314692e-02,-2.793405354e-01,-4.070392624e-02,-9.396291338e-03,-3.600784242e-01,6.734982729e-01,1.151495576e-01,6.737615913e-03,1.072641611e-01,-2.920004772e-04,-1.522493083e-03,4.156865762e-04,-4.862522483e-01,-3.050562926e-03,-5.828956142e-03,-1.272679365e-04,-1.673562801e-03,-6.515270472e-02,4.095025826e-03,7.953322493e-03,6.334879901e-03,-3.418175271e-03,6.802295335e-03,1.722388901e-03,-2.782033570e-02,6.480085850e-02,-5.082998052e-02,2.564217505e-09,-9.489552118e-03,8.243254386e-03,1.790590002e-03,6.430705637e-02,-1.230515772e-03,-6.422619522e-02,1.168369409e-02,1.862603053e-02,-1.349029392e-01,-6.198113319e-03,2.441790700e-02,2.771999687e-03,1.992827505e-01,-2.132067271e-02,4.335532503e-05,-2.467758022e-02,-4.453848675e-02,-1.029261388e-02,-2.250105515e-02,-1.283776853e-02,-4.369159043e-01,2.124756388e-02,-3.005973101e-01,-5.578297749e-02,-3.036301211e-02,-9.640212357e-02,6.331663579e-03,-4.821324721e-03,-2.039889097e-01,-8.630955964e-02,-1.064633355e-01,-1.263549626e-01,-2.158351243e-01,-8.467058651e-03,-1.038640458e-02,4.550093114e-01,-4.031386971e-02,-2.507360876e-01,-1.392206270e-02,-3.415061906e-02,3.523426354e-01,5.922468305e-01,-1.708836854e-02,6.852290593e-03,2.728686094e+00,4.436066792e-10,1.443999074e-02,2.909614518e-02,-2.728188038e+00,4.473094642e-02,-1.038337965e-02,2.297748066e-02,-3.707841411e-02,-4.398695827e-01,-2.111642808e-02,7.450858131e-03,-9.872134775e-03,6.233412027e-02,-3.897723509e-03,-1.435885485e-02,5.354795456e-01,2.592904866e-01,-2.761768997e-01,-1.028068587e-01,-2.309038937e-01,1.540116314e-02,-1.786104207e-07,1.052235603e+00,7.182390243e-02,-4.732542932e-01,-5.710917711e-02,3.345880657e-02,-5.907387137e-01,2.940282598e-02,8.089453727e-02,1.203569933e-03,-1.192505751e-02,-2.164672129e-02,-1.465293206e-02,-4.951721802e-02,-6.400552392e-01,1.339483261e-02,-1.738586463e-03,-1.021071598e-01,-1.277094632e-01,-2.440170646e-01,-1.042631343e-01,-9.427589923e-02,1.528063044e-02,-1.090348810e-01,-3.891323227e-03,-3.330069035e-02,-2.866797335e-02,-6.502690166e-02,-7.236555964e-02,-5.654795095e-03,-9.842244536e-02,-2.936086245e-02,-1.612281485e-04,-4.337656796e-01,-4.707291350e-02,-1.513152272e-01,-2.042664587e-02,3.162167734e-03,-6.616424322e-01,-6.852216721e-01,-6.544618309e-02,8.825796656e-03,-4.872746170e-01,2.835742198e-02,-9.276526980e-03,-2.860596776e-02,-3.410492539e-01,-1.052904176e-03,2.385827713e-02,3.424978356e-10,-2.773891576e-02,7.664428651e-02,-1.003229641e-03,-3.049790300e-02,2.514212858e-03,-3.575462848e-02,-2.717707679e-02,1.004668698e-02,-2.494138926e-01,4.272653535e-02,-3.822138906e-02,-1.710567065e-02,-3.905240819e-02,-2.764332108e-02,-1.992692053e-02,-6.855602562e-02,-3.819522634e-02,-4.575930163e-02,-2.459856309e-02,1.068767626e-02,-8.437361568e-02,-4.315169156e-02,-3.101069946e-03,6.827135803e-04,-2.243565470e-01,-4.026600718e-02,-1.466120873e-02,-8.126050234e-02,-6.738232821e-02,-5.531324074e-02,3.899436269e-04,-9.690024704e-02,-4.336645901e-01,1.176352054e-01,-7.122027874e-02,-1.630405486e-01,2.899747109e-03,-1.487960368e-01,6.651071366e-03,-6.244323403e-02,-1.552224010e-01,-3.971387744e-01,1.432660222e-01,-5.924781039e-02,2.782258764e-02,1.398485806e-02,-1.059710630e-03,-3.240373135e-01,-8.213801682e-02,5.917110667e-02,2.145292832e-09,-2.506694384e-02,2.255613953e-01,-2.617681921e-01,-2.522802353e-01,1.034489647e-02,-1.373194337e+00,-1.355899498e-02,1.843721955e-03,-2.944426239e-02,1.071779251e+00,2.517656916e-10,-1.370630320e-02,-2.505174279e-02,-5.003563687e-02,1.957692653e-01,3.063317388e-03,-4.643325508e-02,3.323894227e-03,-7.224410027e-02,-1.737365313e-02,2.376784012e-02,-2.863069177e-01,-6.752843410e-02,4.325248301e-02,-7.799411658e-03,3.344076872e-02,-1.700891554e-02,1.011702605e-02,-5.696619749e-01,-1.151889935e-02,2.970603853e-02,3.844468854e-03,-1.322100870e-03,1.109989285e-01,-1.809317768e-01,-9.294652380e-03,-5.812724587e-03,-4.847319722e-01,1.237877179e-02,-1.508300751e-02,-3.868608549e-02,2.062271535e-01,-4.359703138e-02,-1.638787799e-03,6.669068336e-02,6.448060274e-01,3.342629075e-01,2.593679726e-01,5.766570568e-02,6.555931177e-04,-1.486875415e-01,-1.208792441e-02,1.817040332e-02,-1.520014554e-01,1.865678728e-01,2.162650526e-01,1.116586402e-01,1.121443212e-01,-7.328303158e-02,-1.394029520e-02,2.397611141e-01,-1.571764350e-01,4.113684893e-01,4.468480870e-02,-1.666762307e-02,7.004936934e-01,4.478423595e-01,-4.116850719e-02,1.092580333e-02,-3.406360373e-02,-1.153852977e-02,-7.681981660e-03,-6.946313195e-03,-1.089647338e-01,3.746627453e-09,-7.100814400e-05,1.577142999e-02,6.819745898e-02,6.233884953e-03,1.755861565e-02,-3.256445052e-03,3.038990253e-04,-6.968944799e-03,2.284070943e-03,3.143808246e-02,3.887807950e-02,-3.952817060e-03,3.054745309e-02,2.269273065e-02,2.094372734e-02,3.229963128e-03,-5.134792067e-03,7.915592939e-02,-1.905918121e-02,4.390015453e-02,2.865936793e-02,1.096166670e-02,2.148231119e-02,1.021836251e-01,-2.035866305e-02,-1.615980081e-02,2.196646333e-01,-1.042678580e-02,6.923343055e-03,-6.889780611e-02,9.169772267e-02,1.602653787e-02,2.816705033e-02,-1.158568040e-01,2.339025140e-01,-1.073288172e-01,-4.944031313e-02,6.926566362e-02,-3.766655549e-02,1.346651167e-01,-1.500996109e-02,4.668483976e-03,5.751582384e-01,-6.212981045e-02,-1.333735287e-01,-2.918857895e-02,-9.018941224e-02,-6.659870036e-03,-2.528655529e-02,3.464914858e-02,1.873859316e-01,-3.304996192e-01,-5.425812304e-02,-1.037978684e-03,4.590139911e-02,-2.558195293e-01,-7.190705277e-03,2.786968136e-03,1.149287462e+00,-3.129043803e-02,-7.986432873e-03,1.145696663e-10,-1.547889829e+00,-1.226002071e-02,4.703681916e-03,4.238247499e-02,9.133602493e-03,-1.342774481e-01,-9.153811261e-03,1.082785614e-02,-1.492442170e-09,2.336196415e-02,1.402944606e-02,3.936214838e-03,1.171295643e-01,1.503585279e-01,-1.389992386e-01,-4.598991945e-02,-1.241974980e-01,-9.085700731e-04,-1.805101554e-11,5.907647014e-01,-9.064205922e-03,-2.617173195e-01,-6.755057722e-02,2.076589689e-02,-3.087297678e-01,4.509704188e-02,5.757648498e-02,1.817118027e-04,-5.401029810e-02,-3.398191929e-02,-2.511243708e-02,1.523117884e-03,5.719287321e-02,-3.555572033e-02,1.556203002e-03,-1.012601852e-01,-1.461938620e-01,2.512155659e-02,1.415386051e-01,-1.233690009e-01,-4.240064323e-02,-1.085409820e-01,-1.848719642e-02,-1.392586436e-02,-2.106215507e-01,-2.022707015e-01,-4.190281406e-02,-8.860024973e-04,-7.348839194e-03,2.901152149e-02,-9.280385349e-09,-2.631781399e-01,-1.693259180e-02,-3.858119622e-02,-2.678560279e-02,-5.034431070e-02,1.078592315e-01,-3.371068537e-01,-1.287146360e-01,4.102505216e-07,-4.291327000e-01,-1.382945199e-02,7.297840435e-03,3.143312277e-09,5.053135753e-01,2.532595769e-03,1.097104885e-02,-2.966559865e-02,-5.903569236e-02,5.178858340e-02,1.758345589e-02,-1.897126995e-02,-8.781682700e-03,-2.475510165e-02,1.975644566e-02,-2.107616514e-03,-1.340938509e-01,-4.654015228e-02,1.774891093e-02,-3.449976305e-07,3.290055320e-02,6.977808196e-03,3.385582706e-03,-2.400973737e-01,-1.031704806e-02,2.450881526e-02,-3.913662450e-10,-1.508812141e-02,1.114815697e-01,-5.943619087e-02,-2.669707313e-02,-6.718139164e-03,-1.857210994e-01,-1.010036469e-01,1.404243242e-02,-1.790760607e-01,-2.653959207e-02,-6.607875228e-02,9.835269302e-03,-1.771078631e-02,-1.039932892e-01,6.925020367e-02,5.884666741e-02,-7.959252596e-02,1.914570667e-02,-5.502120033e-02,3.981805872e-03,-7.658310980e-02,-3.091499805e-01,-2.317871600e-01,-5.120287091e-02,-4.279028252e-02,1.931446604e-02,-5.279546231e-02,1.790621318e-03,-2.532088896e-03,-1.210248619e-01,-3.235476837e-02,-4.055254906e-02,-3.479843959e-02,1.131717488e-01,3.651331645e-03,-1.003700420e-01,-3.310660133e-03,-1.021324515e+00,-1.992459781e-02,4.067193515e-07,-2.356053703e-02,1.089789510e+00,8.628095966e-04,6.662305910e-03,-8.157640696e-03,-1.954268850e-02,2.099089026e-01,-5.936724134e-03,-5.589500070e-03,-4.210323095e-03,-1.612230763e-02,1.868203282e-02,-1.024173340e-03,-2.123490423e-01,-6.791495532e-02,8.092050254e-02,3.517603874e-02,5.143931881e-02,-1.464004349e-02,1.374818198e-02,-3.863280118e-01,-3.241406381e-02,7.884352654e-02,-2.854800783e-03,-5.503599066e-03,1.359061748e-01,-1.170246452e-01,-3.070220724e-02,2.676250180e-03,5.963216722e-02,-6.792578101e-02,-2.401153930e-02,-7.304024696e-02,-5.933839083e-01,-1.695878105e-03,-2.769479994e-03,3.595526516e-02,-2.834711075e-01,3.876632079e-02,-9.283889085e-02,-3.751585260e-02,-3.579422459e-02,-2.961199358e-02,8.220696822e-03,-3.188186674e-04,-4.090337753e-01,2.580547519e-02,-2.265961915e-01,-1.610115170e-01,-8.963400126e-02,-2.666538581e-02,3.178798407e-02,2.397654504e-01,-4.970641807e-02,-6.884620786e-01,-8.158931881e-02,-2.043124288e-02,-9.886574745e-01,-1.049074754e-01,-5.179818720e-02,1.095716562e-02,2.430851907e-01,2.026877180e-02,1.072179899e-02,2.695141174e-02,-4.221673310e-01,-4.856250598e-04,-2.422415128e-04,3.260848299e-02,-1.357508730e-02,-6.169474870e-02,-1.318217348e-02,-8.822378383e-10,-1.585211232e-02,-3.627996147e-02,1.380288508e-02,2.859755419e-02,2.062429674e-02,8.692339808e-02,-3.682505712e-02,-4.879402742e-02,-6.736294180e-02,-7.305165287e-03,-1.201038574e-10,1.469291151e-01,1.521888282e-02,-9.377972782e-02,-1.467459369e-02,8.630950935e-03,-1.164122671e-01,-7.128140889e-03,2.052045986e-02,6.795257796e-04,1.464764327e-01,4.664772376e-02,-1.630414091e-02,4.513346031e-02,-2.266874015e-01,1.091118157e-02,1.565811783e-02,-8.246677369e-02,5.046400428e-02,-1.763229817e-01,-8.653567731e-02,2.986091189e-02,-6.004013121e-03,2.813265286e-02,-1.685412973e-02,4.550990649e-03,1.839552373e-01,5.673993751e-02,-6.784123927e-02,-2.162734605e-02,-1.222010180e-01,-2.871938236e-02,-4.256512796e-07,1.525178999e-01,1.037097871e-01,-4.662604630e-02,1.244171150e-02,2.431683615e-02,9.031856433e-03,-6.844036281e-02,2.468881942e-02,2.087303065e-02,5.462246537e-01,-1.295193844e-02,-1.771750674e-02,2.116887085e-02,-2.855685651e-01,-2.157784812e-02,-1.783318445e-02,3.663122188e-03,2.439791895e-02,-4.909235239e-02,-2.449454274e-03,3.399603441e-02,4.908204079e-03,3.516773134e-02,-8.945354261e-03,-1.771794073e-02,1.961027533e-01,2.950481838e-03,-1.141130831e-02,-1.774953678e-02,-5.046781735e-04,-5.451110192e-03,-2.563058864e-03,1.780667156e-01,3.333210945e-02,-3.006500192e-02,-2.599942498e-03,2.469545417e-02,-3.205197304e-02,2.877502330e-02,-2.298507374e-03,-3.743075952e-02,-1.513622850e-01,1.121182460e-02,6.006218609e-04,1.798122004e-02,-4.040091634e-01,-7.219291478e-02,-2.918061987e-02,-1.680768579e-01,-2.867987379e-02,-2.642286420e-01,-1.303764284e-01,-1.256761402e-01,-5.648049526e-03,-1.455451101e-01,-1.550935209e-02,-2.663796023e-02,-5.543535948e-02,-1.032089666e-01,-1.945066452e-01,-1.207362339e-01,-2.072555870e-01,2.341716550e-02,-1.035982464e-02,-2.731722295e-01,-9.157332778e-02,-6.411181688e-01,-1.039289534e-01,-1.372117642e-02,-5.857620835e-01,-4.315053225e-01,-3.236686811e-02,1.814060099e-02,1.140461564e+00,2.340769395e-02,6.717744749e-03,1.802186295e-02,-1.462106228e+00,-1.238953322e-02,9.302103892e-03,-2.885547467e-02,2.148784548e-01,-2.709549367e-01,-4.717792850e-03,-2.100736462e-02,6.652878597e-03,3.805249929e-02,-1.638679183e-03,-2.062852727e-03,6.838734746e-01,1.420326680e-01,-1.321238279e-01,-3.268235549e-02,-5.700886622e-02,4.095519707e-02,1.804700820e-03,-1.322687045e-02,9.567904472e-02,-2.021165937e-01,-3.534064814e-02,5.846102163e-02,-2.361030281e-01,-4.258780181e-01,3.785545379e-02,-1.735154656e-03,-7.903555781e-02,-8.415082842e-02,-2.574179880e-02,3.502657404e-03,-5.722095966e-01,-8.716256917e-02,1.159809902e-02,5.469574407e-02,-3.917637467e-01,-2.488031834e-01,1.972424239e-01,5.119200051e-02,-1.249396987e-02,1.466982067e-01,1.817000099e-02,-1.449983974e-04,-1.173582375e-01,-1.060598902e-02,-1.677606255e-01,-9.533274174e-02,-1.746962368e-01,-2.652269043e-02,-7.220615167e-03,3.665789962e-01,4.890101403e-02,-5.195831656e-01,-5.445589125e-02,-2.442757785e-02,-6.856501102e-01,3.055811524e-01,-1.610439457e-02,3.812034382e-03,6.749880314e-01,-4.571027588e-03,-5.307273008e-03,1.342495810e-02,-1.147086501e+00,-4.192080814e-03,-2.490849607e-02,1.576344855e-02,-1.809073985e-02,-1.889353245e-01,-5.622582510e-03,7.082705852e-03,-7.768044248e-03,2.892173082e-02,3.867780045e-02,-1.506693754e-02,2.332521044e-02,4.469503090e-02,-4.085982218e-02,-8.107675239e-03,-1.963814348e-02,-1.104235742e-02,-4.102776758e-03,3.358714581e-01,3.490243852e-02,-8.523295820e-02,-2.456701547e-02,1.687335595e-02,-1.750023514e-01,1.948217154e-01,2.517818660e-02,4.008493270e-04,-1.532703042e-01,-9.295298718e-03,-2.046095071e-09,-4.349429160e-02,4.071247876e-01,-3.484785557e-02,-4.426009580e-02,-1.771715432e-01,-1.688744277e-01,1.530653834e-01,2.299049497e-02,-1.492176354e-01,-2.183300210e-03,7.114492357e-02,4.572439194e-02,-3.262825310e-02,1.354185306e-02,-1.857921779e-01,5.049436167e-02,8.234923333e-02,-3.700791392e-03,3.470645472e-02,-1.089698449e-02,-3.381102979e-01,-3.186631948e-02,1.848919988e-01,2.140983753e-02,4.113272589e-04,5.252040029e-01,-4.017840326e-01,-9.451957792e-02,-2.998802811e-03,-2.259113789e-01,1.194326582e-10,-1.318963524e-02,4.905629903e-03,3.520897925e-01,2.461266704e-02,-8.462361991e-03,-1.003649738e-02,-7.805907633e-03,4.419651255e-02,1.456490066e-02,8.445099927e-03,2.307296358e-02,-9.277414531e-03,1.058001164e-02,-1.125180349e-02,-8.159275167e-03,-1.875017211e-02,5.815535551e-04,-1.148680225e-02,3.301177174e-02,-2.590739867e-03,6.558611058e-03,-8.390049636e-02,-2.037553675e-02,2.572730742e-02,-1.548776124e-02,3.168641793e-09,1.028995290e-01,-5.089502037e-02,1.368560363e-02,8.416394703e-03,-9.340261109e-03,-5.869748443e-02,-1.093489118e-02,-7.891064137e-02,3.190093338e-01,2.039869502e-02,2.466222795e-04,-1.779041737e-01,-3.683881760e-01,4.075809941e-02,-1.681905389e-01,-1.841620803e-01,-1.182947401e-02,2.122742310e-02,-5.480711814e-03,-8.600531518e-02,1.312712133e-01,-3.129489422e-01,7.115498185e-02,8.941426128e-02,4.253312945e-02,6.954547018e-02,1.863891818e-02,-6.966217756e-01,4.597124830e-02,1.896644235e-01,3.384713829e-02,-1.101308409e-02,6.981167197e-01,-8.540062904e-01,-1.130981147e-01,2.648206986e-02,-9.411762953e-01,-1.271393879e-09,7.114068605e-03,2.408672373e-09,8.448002338e-01,1.636938751e-02,2.472706838e-04,-4.696926102e-03,-7.519812882e-02,8.869045973e-02,-1.747985021e-03,-2.151667327e-02,-4.023334756e-02,-3.671021760e-02,1.703277230e-02,-3.275848925e-03,-1.358466893e-01,-5.367919430e-02,2.118165232e-02,3.611824289e-02,3.066651896e-02,-3.950683400e-03,6.359068677e-03,-4.048757255e-01,-3.342770785e-02,7.373731583e-02,4.540563095e-03,-2.491651103e-03,3.046582639e-01,-1.415010244e-01,-2.485892177e-02,8.785403334e-03,1.058063507e-01,-6.189862639e-02,2.835094696e-03,-4.509977996e-02,1.735365540e-01,-2.669586800e-02,1.414986327e-04,-6.646675617e-02,-2.238141149e-01,1.854262948e-01,-3.930407390e-02,2.381524816e-02,1.879310235e-02,-7.662863284e-02,-2.321882546e-02,-2.532916144e-03,-1.585838348e-01,-1.486881673e-01,3.499876708e-02,1.150843501e-02,3.836947028e-03,-2.005410567e-02,7.594177441e-05,-4.406574965e-01,-3.702316061e-02,2.993567884e-01,-1.853763126e-02,-2.241760120e-02,3.612153530e-01,-4.236612022e-01,-4.459177703e-02,-3.751989198e-06,-1.698039472e-01,-4.564316198e-02,1.201044768e-02,-1.428302005e-02,3.554473519e-01,-1.040755399e-02,-1.615916006e-02,2.388991602e-02,2.328772284e-02,2.170440368e-02,-1.207719650e-02,7.878557080e-04,1.932957768e-02,-1.261471864e-02,1.725053298e-03,-2.162213810e-02,-4.849012184e-04,-3.665231168e-02,8.893468417e-03,9.722418152e-03,5.566111952e-02,-1.134751178e-02,9.536996484e-03,-1.138493046e-01,-3.141989466e-03,5.519265682e-02,8.632425219e-03,-2.395753935e-02,1.091835201e-01,-1.349866670e-02,-2.730309591e-02 +biases1 = -9.086769074e-03,8.634772301e-01,1.106185652e-02,-7.821570151e-03,7.308961358e-03,-1.116947055e+00,-5.753382668e-02,-4.274272826e-03,-8.024716377e-02,4.269224703e-01,-5.753785372e-01,6.556517631e-02,2.551525831e-02,-5.061321426e-03,8.477564156e-02,6.588002201e-03,-1.872408204e-02,1.044030547e+00,8.804112673e-02,-2.124682814e-01,-2.277207375e-01,-1.965836883e-01,2.664991468e-02,-1.561983768e-02,5.715262294e-01,1.020471752e-01,-7.386955619e-01,-6.227413937e-02,-1.089396770e-03,-1.511717677e+00,-1.557871513e-02,-1.041610725e-02 +weights2 = 7.928046398e-03,-4.480738342e-01,-9.153378755e-02,-6.328559481e-03,-8.263675123e-02,4.924755096e-01,8.307915926e-02,7.617683616e-03,-2.647626959e-02,-2.762170732e-01,7.046809793e-02,-1.293281466e-01,-3.823337331e-02,-7.811729331e-03,-8.616968244e-02,-1.940024830e-02,-3.406842425e-02,-2.221130282e-01,-1.200081557e-01,1.578840464e-01,1.162994504e-01,1.996937394e-01,-1.827196777e-02,-2.318284241e-04,-1.367210299e-01,-5.924665928e-02,1.556227952e-01,8.667851239e-02,-6.032654271e-02,2.414833456e-01,-1.010069773e-01,-1.418892890e-01 +biases2 = 6.486659050e-01 diff --git a/params/D00144.001.txt b/params/D00144.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c1040dd6f5e9b2166d26eb0281b6408fc2bc088 --- /dev/null +++ b/params/D00144.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 5.980787333e-03,-2.675781026e-02,-5.015210435e-02,-2.698444016e-02,5.519846454e-03,-2.463626862e-02,-4.524204135e-02,-8.970859647e-02,-1.347474754e-03,-5.066371709e-02,-3.305137157e-02,-2.242342383e-02,-7.512304001e-03,-1.149666868e-02,-4.821177945e-02,-1.490416471e-02,-6.672941893e-02,-4.399990290e-02,-1.235495284e-01,4.415903706e-03,-8.194889524e-04,-5.898059811e-03,-2.541393600e-02,-8.348949254e-02,-4.834922776e-02,-2.350234054e-02,-6.335693877e-03,-1.468869019e-02,1.352414396e-02,-1.177981589e-02,7.479421794e-02,-1.595493220e-02,2.913188003e-02,-4.672655091e-02,-5.806356668e-02,-4.886483401e-02,-1.916686632e-02,-9.473057580e-04,3.624336421e-02,-1.564842612e-01,3.939625621e-02,6.830989383e-03,-5.776132923e-03,-2.716201358e-02,-2.525439300e-02,-3.804604709e-02,-9.034375846e-02,-5.419205502e-02,-3.865217790e-02,9.664434195e-02,-1.383220553e-01,4.610228539e-02,2.134317532e-03,-5.327302217e-02,-3.080500755e-04,6.291417778e-02,-3.930462152e-02,-5.613343790e-02,-3.076855466e-02,4.330413043e-02,-1.007196382e-01,4.869400337e-02,-7.963183522e-02,6.056776270e-02,1.001854427e-02,4.710582271e-02,-4.536725581e-02,4.409444332e-02,-3.948399972e-04,-6.060959399e-02,8.654686064e-02,-4.451451078e-02,1.036500279e-02,5.151020829e-03,-4.918598011e-02,-1.058338583e-02,5.212896038e-03,1.974039152e-02,-6.218472123e-02,4.472097754e-02,-3.115672618e-02,-2.240227163e-02,-1.040303558e-01,-9.550314397e-02,1.837175526e-02,-3.475957736e-02,-7.268236578e-02,-1.641479507e-02,-4.135016724e-02,-4.941976070e-02,-2.830505185e-02,-4.397367314e-02,-5.046508461e-02,-1.782965474e-02,5.027173087e-02,-5.015324429e-02,-1.936754026e-02,-3.916460276e-02,-4.217269272e-02,-4.500510916e-02,-4.398347810e-02,4.827043414e-02,-1.692655124e-02,-1.629780829e-01,3.365473077e-02,1.280872035e-03,7.066868246e-02,1.085717883e-02,-1.378773153e-02,-2.288714238e-02,-9.702131152e-02,-3.928321414e-03,-2.975200117e-02,-6.409367081e-03,-1.785164177e-01,7.107540965e-02,1.363413222e-02,-3.764591366e-02,-3.170530498e-02,-4.285679013e-02,-5.230905861e-02,-8.046055585e-02,-6.907147914e-02,2.269427851e-02,-6.090937555e-02,8.306229487e-03,-3.445137292e-02,-1.510882471e-02,-1.320627611e-02,7.737973332e-02,-2.367047369e-01,4.706816748e-02,1.383955497e-02,-3.559163958e-02,8.268310130e-02,-2.122526988e-02,-4.877532646e-02,-1.054941863e-02,-6.820435077e-02,1.011730209e-01,-9.278958663e-03,1.891056658e-03,-6.403349340e-02,4.740418866e-03,-1.182448864e-02,-5.421204865e-02,-4.763151705e-02,-5.090465024e-02,-8.534611203e-03,-8.684394881e-03,-6.470164657e-02,1.190625946e-03,1.113382075e-02,-8.395840228e-02,-9.998961352e-03,-3.964136913e-02,-4.695318639e-02,-1.834044047e-02,1.570237428e-02,-4.838803783e-02,1.069397107e-02,-8.013373613e-02,-1.318954229e-01,-5.555865914e-02,5.971960723e-03,-2.940937877e-02,-8.069899864e-03,-1.822771132e-01,-3.609615844e-03,4.897862673e-02,1.044004261e-01,-6.384032220e-02,4.663469270e-02,2.601258922e-03,-2.423699014e-02,3.543879837e-03,-5.591503158e-02,3.618400916e-02,4.613405094e-02,3.401533514e-02,-2.362018637e-02,-1.110766642e-02,-4.461866990e-02,-6.440089643e-02,-8.419776335e-03,-7.795096934e-02,-1.021159887e-01,-1.869964972e-02,-1.103335544e-01,1.157810562e-03,-7.080451399e-02,1.569859497e-02,-3.783834353e-02,1.155864373e-01,-3.535254896e-01,1.516155601e-01,3.276538476e-02,-7.809943706e-02,9.870879352e-03,1.441451348e-02,2.370135160e-03,-1.880352269e-03,-2.741778642e-02,-3.135639057e-02,-5.104066059e-02,-2.410940267e-02,-2.011517435e-02,2.126867184e-03,-2.168183029e-02,-8.325888775e-03,-3.812154830e-01,-6.471856683e-02,-3.051128052e-02,5.718253180e-02,-7.788529992e-02,-4.932535440e-02,-5.488915369e-03,-8.801697940e-02,-4.371797293e-02,-5.003993213e-02,-7.273069769e-02,-4.943626001e-03,-9.461433440e-02,-3.638285026e-02,3.166939691e-02,-8.424765617e-02,6.826207042e-01,-1.267610788e-01,-3.047122434e-02,-3.020084277e-02,1.413256954e-02,-1.331678182e-01,-3.901281580e-02,9.430386126e-02,5.872828513e-02,8.578271419e-02,6.881621480e-02,2.338813432e-02,9.878309444e-03,-1.227827929e-02,-4.241035506e-02,-4.386702552e-02,-3.180009723e-01,1.452107728e-02,1.589721628e-02,-3.364714980e-02,1.917258836e-02,-9.862860292e-02,-7.512591314e-03,-1.278731674e-01,-6.353591383e-02,-2.534759976e-02,-6.499089301e-02,-7.005998399e-03,-3.854327276e-02,2.209195867e-02,7.639205549e-03,2.850744314e-02,-3.303820491e-01,-2.547897585e-02,-1.100502908e-02,-2.007651515e-02,1.041747853e-01,3.696966544e-02,-4.495108128e-02,-9.818714857e-02,-8.862990886e-02,6.915749609e-02,-2.398477402e-03,-6.332700141e-03,2.424398623e-02,5.497707054e-02,-8.213407360e-03,-5.114546418e-02,7.073770165e-01,-2.582371235e-03,-3.546941280e-02,3.536285833e-02,-5.226257071e-02,-9.487575293e-02,8.089119196e-02,1.159303933e-01,-1.205834225e-01,-2.579285391e-02,-5.765471235e-02,-3.709209338e-02,-5.193699524e-02,-8.567838371e-02,2.344018593e-02,3.152424097e-02,-3.476512432e-01,4.861098155e-02,8.653759211e-02,-6.891244650e-02,-8.319588006e-02,-3.297024593e-02,-5.460817367e-02,5.640244111e-02,2.238748968e-01,-3.299989551e-02,1.535758935e-02,1.808546949e-03,-3.032012656e-02,-1.730099320e-02,-9.309147298e-02,-2.973644435e-02,-3.994575739e-01,-4.591487348e-02,-5.239984393e-02,-3.117898852e-02,-3.458492691e-03,-1.759200245e-01,-3.103749640e-02,-1.975879222e-01,-9.056711942e-02,-3.131831065e-02,-7.529404014e-02,2.895586193e-02,-8.537776768e-02,2.353602462e-02,9.472916834e-03,9.174261242e-02,7.314998657e-02,2.569269016e-02,4.997735843e-02,-3.588692099e-02,-6.823141128e-02,-2.476118505e-03,-3.297087923e-02,-4.098452255e-02,-7.095020264e-02,8.306583762e-02,-9.514838457e-02,-1.564248581e-03,-3.970021755e-02,7.282507420e-02,3.840657417e-03,-3.680992126e-02,-6.601501703e-01,-3.646120802e-02,-3.511366621e-02,4.534944147e-02,-8.987709880e-02,-1.059438288e-01,-8.920946275e-04,-1.048920453e-01,-1.106402278e-01,-1.315682232e-01,-2.736530267e-02,-2.179969661e-02,-5.719689652e-02,-1.145563349e-01,3.232520819e-02,-4.146398976e-02,-3.812367469e-02,-3.270006925e-02,-4.869523272e-02,-5.621364713e-02,9.943398833e-02,-6.427825242e-02,-5.898401514e-02,1.247778311e-01,2.382070571e-01,1.198558509e-02,1.236098632e-01,-1.887204684e-02,1.800580509e-02,-7.609014958e-02,-1.158710197e-01,-3.426621482e-02,2.550293505e-01,1.814361103e-02,2.149802633e-02,-3.800690174e-02,2.394578606e-02,-9.405852854e-02,4.319781065e-02,-1.023285016e-01,-1.325670928e-01,1.550993137e-02,-1.210103482e-01,2.958280779e-02,-6.446591765e-02,9.334358573e-02,-7.531783078e-03,2.225212567e-02,-3.542016745e-01,7.139246911e-02,9.177572280e-02,-7.601258159e-02,-5.740172043e-02,-7.420419250e-03,-6.966430694e-03,-1.216535494e-01,-1.137497500e-01,3.517502174e-02,7.008892298e-02,-1.066845749e-02,3.658664646e-03,-1.320816018e-02,-2.143452875e-02,-1.335960627e-01,-3.615787923e-01,-1.146889254e-01,-5.812778324e-02,-4.607696086e-02,-5.811561272e-02,-1.502383798e-01,-8.059399202e-03,2.035531253e-01,2.454963326e-01,-6.804344803e-02,-9.548660368e-02,-1.081656944e-02,-5.531232432e-02,-3.482417762e-02,7.882067561e-02,2.120592445e-02,7.041237354e-01,-3.608402610e-02,-2.551839314e-02,8.698630333e-02,-6.232071295e-02,3.682917682e-03,-6.920605898e-02,-1.031309366e-01,-8.148959279e-02,-3.802280128e-02,6.207534298e-02,-2.338436060e-02,-5.293440539e-03,3.047289327e-03,-1.201071441e-01,6.932110339e-02,-3.584421277e-01,5.403390899e-02,-2.050878108e-02,-4.966868460e-02,1.431382746e-01,-1.127723828e-01,3.456794843e-02,-1.022318229e-01,-1.262038350e-01,4.991728440e-02,-1.566179693e-01,3.221881762e-02,-8.645235747e-02,2.055988461e-02,-4.110629484e-02,1.359543856e-02,-3.530672491e-01,3.331453726e-02,3.382783383e-02,-5.425938964e-02,2.736969292e-02,-1.389030218e-01,1.517062820e-02,1.947856322e-02,3.389642760e-02,1.780643314e-02,-1.505487114e-01,7.070095092e-02,-4.487645254e-02,1.330157369e-01,5.496173352e-02,-6.545483321e-02,-3.324502707e-01,-3.655027971e-02,-3.738114983e-02,2.826427482e-02,3.174820542e-02,-2.024003714e-01,-9.693366289e-02,-1.285082400e-01,-2.018801868e-01,-1.036888175e-02,2.318723202e-01,-3.144486621e-02,-1.472249907e-02,4.581566609e-04,4.034705833e-02,-9.659439325e-02,6.750059128e-01,-9.903763235e-02,-2.252461948e-02,1.819328591e-02,-5.020823330e-02,1.589814574e-01,5.696351454e-02,-7.964424044e-02,2.871997841e-02,-9.729068726e-02,-6.423924863e-02,-2.351580933e-02,1.355442125e-02,-7.776536793e-02,-1.244721934e-01,1.276004463e-01,-3.595740497e-01,7.689879835e-02,1.372957416e-02,-7.698990405e-02,-4.360740259e-02,-8.441124111e-02,-2.485620603e-02,6.519152224e-02,6.335747242e-02,6.887010485e-02,-1.370649040e-01,-2.842858061e-02,-9.729874134e-02,-8.017219603e-02,4.005443305e-03,1.939918660e-02,2.243056335e-02,4.699551314e-02,-2.873424627e-02,-5.482537299e-02,1.209968142e-02,-1.885406226e-01,-6.091438606e-02,-1.051625982e-01,-2.072874084e-02,1.624584693e-04,-1.246131212e-02,-1.495323703e-02,-3.426259756e-02,-4.133757204e-02,-6.534862518e-02,-4.139157012e-03,8.634706587e-02,-1.441982668e-02,-1.332742255e-02,-3.509962931e-02,-2.451158874e-02,-2.446078062e-01,3.724332154e-02,-1.123758629e-01,-6.766286492e-02,-1.866314746e-02,-1.870734841e-01,-4.109419510e-02,-5.893769115e-02,-7.198460400e-02,3.770826757e-02,-8.318257332e-02,-4.379163980e-01,5.974658765e-03,-2.541816421e-02,1.566205360e-02,1.170736644e-02,3.715895116e-01,1.873731054e-02,2.003971189e-01,3.747893125e-02,2.863061847e-03,-2.080406062e-02,4.195651412e-02,6.985440850e-02,1.176036894e-01,-4.661516845e-02,4.714547843e-02,-4.099750146e-02,-6.393271685e-02,5.518460274e-02,-1.049193647e-02,-3.400765359e-02,-2.051855475e-01,-4.467620328e-02,-1.063222960e-01,-2.502281219e-02,-5.359967705e-03,1.003775001e-01,1.434719306e-03,-1.200508103e-01,-2.870387770e-02,-1.175135225e-01,6.058991421e-03,-2.964242129e-03,2.550656907e-02,1.551834028e-02,-7.077348977e-02,2.743891627e-02,-2.073947042e-01,-2.004777081e-02,-6.488388032e-02,-4.114028066e-02,3.178921342e-02,-1.561231166e-01,4.303998500e-02,-2.277052961e-02,7.576077431e-02,-7.741922885e-02,-5.166427582e-04,1.342095137e-01,-1.164752245e-01,-2.078232169e-02,-1.292030364e-01,-2.956223488e-02,3.403679132e-01,-8.065599203e-02,-1.443210244e-01,1.594169997e-02,-6.439641118e-02,-1.623967886e-01,-2.561857179e-02,-8.269794285e-02,-1.343193352e-01,2.387108952e-01,-2.910023369e-02,-3.826702535e-01,-5.215280503e-02,-9.025785141e-03,2.002828121e-01,-1.621174626e-02,-1.611404270e-01,1.466767676e-02,1.897000819e-01,-1.061956584e-02,-5.356455222e-02,2.957937121e-01,-1.264043245e-02,9.810410440e-02,3.470025584e-02,-1.140724719e-01,2.728933468e-03,-1.187072918e-01,1.177537367e-01,1.929920050e-03,-8.507579565e-02,-1.635401696e-02,-2.385667413e-01,3.634934500e-02,-1.039490178e-01,-4.012197256e-02,6.517588347e-02,-9.726696461e-02,-1.743312739e-02,-1.359979361e-01,-5.783913657e-04,1.290911343e-02,7.328589261e-02,-4.628524929e-02,6.699984521e-02,1.484614215e-03,-5.127023906e-02,1.219686586e-02,5.478825886e-03,-8.216440678e-02,4.639302194e-02,-3.613088652e-02,-1.642326638e-02,-1.146852225e-01,7.467963547e-02,-1.443896350e-02,9.172576666e-02,-1.603527814e-01,-8.356747031e-02,3.128318582e-03,-1.168953404e-01,-3.658136353e-02,-1.293782443e-01,-3.422283754e-02,-2.551085651e-01,-8.322324604e-02,-1.476566792e-01,-1.868841983e-02,-4.354354367e-02,-1.538309157e-01,-6.422287226e-02,-8.572049439e-02,-1.614014208e-01,1.694843173e-01,-1.041419455e-03,-1.650828719e-01,-4.257878289e-02,-9.995528497e-03,2.062393278e-01,1.045642071e-03,-1.689476073e-01,1.699369103e-01,3.493206203e-02,4.686934408e-03,1.835242845e-03,2.683594525e-01,-1.745144837e-02,1.253048051e-02,-6.068797782e-02,-9.230106324e-02,-9.519093670e-03,-1.618658304e-01,6.709568202e-02,3.279098123e-02,-1.103780046e-01,-1.373491529e-02,1.518439949e-01,-5.417675525e-02,-5.703020096e-02,-2.577708662e-02,3.713778034e-02,-1.198259965e-01,-5.649265368e-03,-5.575782433e-02,1.058844924e-01,-2.673461474e-02,-1.373716909e-02,-9.370568395e-02,9.616428614e-02,5.257036164e-02,-1.720054890e-03,-1.177952439e-02,-1.969719231e-01,-2.944424190e-02,-3.536742926e-02,-7.172419131e-02,4.361589439e-03,-8.036090434e-02,3.509193659e-02,-7.637413591e-02,1.269409508e-01,-8.148484677e-02,3.061468014e-03,-1.263208687e-01,4.891356081e-02,-2.265544049e-02,-1.477486491e-01,-4.090936109e-02,-2.433925569e-01,-4.527473077e-02,3.892109543e-02,1.952419989e-02,6.971665472e-02,-2.172012441e-02,-5.019305274e-02,-1.801921129e-01,-7.774914056e-02,1.418189853e-01,-5.332578346e-02,-8.501305431e-02,-1.317413300e-01,-3.273208439e-02,1.836030930e-01,-6.278031971e-03,3.642963767e-01,1.260664910e-01,-7.314950228e-02,-4.956564680e-02,-6.490895897e-02,1.035282388e-02,-2.102583461e-02,3.028790057e-01,-1.169709861e-01,-1.038237214e-01,4.314237088e-02,-6.503660232e-02,-3.870293498e-02,-9.507637471e-03,-1.188836321e-01,2.426317334e-02,-1.906484812e-01,-1.009906158e-01,-5.385051295e-02,2.583241649e-02,-3.012818843e-02,-2.821684070e-02,2.346063219e-02,-1.896817535e-01,4.335773736e-02,-1.061579213e-01,8.312265575e-02,-1.445250213e-01,1.701037632e-03,1.888949238e-02,-1.303602606e-01,1.098458283e-02,-1.857508123e-01,-1.042829379e-01,-1.970601529e-01,-8.727509528e-02,5.064957589e-02,-2.831357415e-04,-8.946806192e-03,-1.716120392e-01,3.992138430e-02,2.678036690e-01,-5.509731174e-02,-7.539111376e-02,-6.368074566e-02,1.054062042e-02,1.981778443e-01,2.120791003e-02,-2.386422753e-01,9.806554019e-02,6.958030909e-02,4.022498801e-02,-7.908289880e-02,-7.748166472e-02,-3.257048503e-02,3.109313250e-01,-3.784679994e-02,-7.205979526e-02,1.562664472e-02,-6.939595193e-02,1.015041173e-01,-3.257793933e-02,-6.131097674e-02,-3.317016363e-02,3.685232401e-01,-2.988760546e-02,9.739888459e-02,-8.409144357e-03,5.188908055e-02,-2.847616933e-02,-1.630102284e-02,-6.344194710e-02,-3.819544613e-02,-1.598000079e-01,-6.453167647e-02,-8.080656826e-02,-6.488844752e-02,-9.181517176e-03,-9.129911661e-02,-3.373295441e-02,-2.108429372e-01,-1.355791651e-02,-9.338812530e-02,-2.044567093e-02,-4.443879053e-02,-1.369658206e-02,4.515800253e-02,-2.192355394e-01,1.167835388e-02,-2.669183910e-02,-2.012925409e-02,-9.687632322e-02,-1.604882255e-02,2.095585503e-02,1.548018679e-02,-1.356782671e-02,1.084573939e-01,-2.069834247e-02,-1.179987863e-01,-6.919012219e-02,3.075630218e-02,-9.960679710e-02,1.073619351e-02,-1.369580775e-01,5.652345717e-02,-3.714296967e-02,-1.744112186e-02,-1.353214234e-01,-6.674631685e-02,-1.022203267e-02,-1.697092503e-01,-6.857661530e-03,-2.348713130e-01,4.176855460e-02,6.266458333e-02,1.999599114e-02,-3.351962939e-02,1.001374796e-01,8.243845776e-03,-1.793430001e-01,-8.611525595e-02,3.861670196e-02,-7.304041181e-03,-3.003990464e-02,-2.321456000e-02,5.882493686e-03,8.355877548e-02,1.033605635e-02,-1.446228176e-01,-4.675456882e-02,-2.629930340e-02,7.973825559e-03,-5.106403492e-03,-6.830904633e-02,-3.070042282e-02,1.354074180e-01,8.806386031e-03,-4.502715915e-02,2.403585054e-02,-1.078162789e-01,8.064172417e-02,-2.899779938e-02,-1.411806326e-02,-2.460882068e-02,4.320219625e-03,-2.396139316e-02,-4.183457419e-02,-3.469614312e-02,-1.313626114e-02,-5.217049271e-02,-9.361011325e-04,3.749955073e-02,-3.675855463e-03,-9.634988382e-03,8.881786466e-02,-9.735467285e-02,2.903817035e-02,1.458851807e-02,-6.480411440e-02,3.046883084e-02,7.396715134e-02,1.415308565e-02,-4.888575524e-02,-3.471099958e-02,2.435930539e-03,-7.120883465e-02,3.474195674e-02,-1.438040435e-01,-5.678541493e-03,-7.634096593e-02,-7.487368584e-02,-4.176487401e-02,-5.413815007e-02,2.455357090e-02,-5.175077915e-02,6.981695769e-04,1.717492044e-01,-1.156421006e-01,2.049784921e-02,-1.882522181e-02,-3.647097573e-02,3.160556406e-02,-2.104002610e-02,-2.225068212e-01,-5.220473977e-04,-2.147911116e-02,7.997020148e-04,-1.314978600e-01,2.843643725e-02,4.813801497e-03,1.221994534e-01,2.574208193e-03,-3.595241904e-01,2.045300603e-02,-1.005163863e-01,1.634772494e-02,3.598516062e-02,-3.749191761e-02,-1.534929499e-02,3.856938779e-01,-2.576272003e-02,3.717402369e-02,-3.559244424e-02,-9.946531802e-02,-2.867306583e-02,-5.628168210e-02,-9.040474892e-02,-6.846404076e-02,-1.529774964e-01,3.136271238e-02,5.462332163e-03,-3.874351829e-02,-2.294872887e-02,-4.284655303e-02,-1.101278979e-02,-1.627749056e-01,7.505773567e-03,-4.351778328e-02,7.888977975e-02,-1.161961034e-01,5.939511955e-02,1.858816296e-02,-2.960973419e-02,7.395332213e-03,-1.487355828e-01,-3.904780000e-02,-3.159845993e-02,-4.219013825e-02,2.230965160e-02,-5.916445330e-02,-2.023699693e-02,-1.260748804e-01,1.058848500e-01,-3.825802729e-02,-7.840230316e-02,-5.340188742e-02,-6.051523983e-02,-7.484027185e-03,-1.060829312e-01,-3.692763671e-02,2.180441171e-01,-1.281052455e-02,-2.448730357e-02,-4.646543041e-02,-1.861890079e-03,-3.310350934e-03,4.916606937e-03,-2.025569677e-01,-4.789467528e-02,-1.793066040e-02,-1.722650602e-03,-1.123793349e-01,-4.976705462e-02,2.678028308e-03,1.047292575e-01,2.988199145e-02,-2.168625295e-01,-1.960742986e-03,-7.847772213e-05,3.247926757e-02,-1.741371118e-02,-2.328096330e-02,-2.279650187e-03,3.019045591e-01,-3.024312481e-02,2.948720939e-02,-1.963980123e-02,-8.810984343e-02,2.554280683e-02,-2.609671652e-02,-5.380524695e-02,-3.505326807e-02,-1.191782430e-01,4.167139065e-03,-6.728616357e-02,-1.975343563e-02,-2.400077507e-02,-3.419532999e-02,4.981909413e-03,-1.166343614e-01,-5.216777697e-02 +thresholds = -2.810056210e-01,-8.332785964e-02,-1.480413079e+00,-1.013983861e-01,-4.932120442e-02,-3.390854001e-01,-1.388593018e-01,-1.067009926e+00,-1.985930651e-01,-4.937640131e-01,-3.036776781e-01,-8.391676843e-02,-4.798228443e-01,-5.060305819e-02,-5.735098720e-01,-9.777502716e-02 +weights1 = 2.310595363e-01,8.078619838e-02,-1.668204665e-01,9.687212296e-03,1.105240345e+00,1.187193096e-01,-1.631458104e-01,-2.801055554e-03,-1.075552478e-01,-1.036456903e-03,3.162370026e-01,4.624782875e-02,-1.633669287e-01,-7.046425715e-03,9.703388810e-01,8.313853294e-02,1.483271569e-01,3.921344876e-02,4.929905832e-01,4.066120461e-02,2.796296179e-01,6.073819846e-02,-1.315517724e-01,-3.809351474e-03,3.687645197e-01,5.724450201e-02,-9.050894529e-02,4.329919815e-03,4.407669604e-01,7.039090246e-02,-1.759147942e-01,2.028557006e-03 +biases1 = 5.387138203e-02 +weights2 = +biases2 = diff --git a/params/D00145.001.txt b/params/D00145.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eec0be749084ad8ca2ea72119e5970dd61b23a7 --- /dev/null +++ b/params/D00145.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -1.420163035e+00,4.515600204e-01,-8.974401862e-05,3.108707070e-01,6.290418241e-05,-4.692870061e-05,-5.980347632e-04,-9.541794861e-05,-1.686319947e+00,4.462496936e-01,-5.534402953e-05,1.140938878e+00,3.093086481e-01,-4.721434379e-04,3.062006831e-01,2.296149582e-01,1.511095047e+00,-2.757263482e-01,-1.573005866e-04,-2.075712234e-01,-1.007196261e-04,-3.676661290e-04,-9.014931857e-05,-3.233710231e-05,-7.441771030e-01,-4.026921988e-01,-2.043493005e-04,-1.898730516e+00,-5.065352321e-01,-3.301785619e-04,-3.248020411e-01,-2.618098557e-01,1.426445842e+00,-7.379879802e-02,-1.946535340e-04,-1.820950657e-01,-1.136105420e-04,-1.919584611e-04,-6.704044790e-05,-3.138837030e-07,1.123863101e+00,-3.363449275e-01,1.154988058e-05,6.145169735e-01,-1.399651766e-01,-8.254108252e-05,-2.137371153e-01,-4.362970889e-01,-1.684861183e+00,-5.860305429e-01,1.536610362e-04,-5.109154582e-01,-1.327797945e-04,7.551752060e-05,-5.436456831e-06,-1.257406529e-05,8.356280923e-01,-3.145972490e-01,-1.836164010e-04,-3.066280484e-01,-2.338776588e-01,3.926381032e-05,-3.821983933e-01,-3.325561583e-01,-8.001598120e-01,6.891401410e-01,-2.181298441e-05,1.306404620e-01,1.622119817e-05,-9.443107410e-05,-3.309135791e-04,-9.962756303e-05,-1.762130976e+00,4.152678326e-02,-2.770522260e-04,6.811857224e-03,1.777139306e-01,-3.076570574e-04,3.088684380e-01,-2.054329067e-01,1.278125346e-01,-7.883096933e-01,-2.951858914e-04,-2.912612073e-02,-6.490341912e-05,8.300220361e-05,-1.850625704e-04,2.493402462e-05,2.985171974e-01,-2.192194015e-01,-1.891070633e-12,1.569954991e+00,-2.281756699e-01,-9.053057147e-05,-1.981707811e-01,-1.826694757e-01,1.967614982e-03,-4.895221591e-01,-6.489324733e-05,-4.016001821e-01,-2.183694742e-04,-3.358876857e-04,-1.543590042e-04,-1.235592499e-04,-2.710814476e-01,-1.693377346e-01,-1.221500570e-04,-2.391031027e+00,-1.920055002e-01,-9.177436004e-05,-4.649389982e-01,-3.297725618e-01,5.029770732e-01,1.046986356e-01,1.181399639e-04,-2.896028161e-01,-6.208122068e-05,-2.302734647e-04,-6.112805568e-05,-7.470338460e-05,1.263804197e+00,-2.603361607e-01,-9.827325994e-05,3.644190729e-01,-3.286485374e-01,-2.739330812e-04,-2.603252530e-01,-8.313237131e-02,-1.684554696e+00,8.161906600e-01,-1.693946542e-04,4.740267694e-01,-1.647322642e-04,-2.730959677e-04,-2.811601153e-04,-5.160198270e-05,-2.311043292e-01,7.226652503e-01,-7.540893421e-05,-3.919247389e-01,1.131836534e+00,-2.981719736e-04,3.354189396e-01,3.158917129e-01,9.829256535e-01,-6.978060603e-01,-4.321523375e-05,-2.826825380e-01,5.674508429e-05,-4.024870577e-05,-1.004513324e-04,-8.257273294e-05,3.584322631e-01,-5.748749971e-01,-1.936169865e-04,2.714898288e-01,-7.501260638e-01,1.048121558e-04,-5.596212149e-01,-3.639586270e-01,5.852887034e-02,-7.094053030e-01,-8.165571489e-05,-7.543072104e-01,-1.344693446e-04,-3.607496328e-04,-1.942600065e-04,-9.223794223e-06,-7.061906457e-01,-4.722650349e-01,-3.396048896e-06,3.324129283e-01,-3.372137845e-01,-1.892817236e-04,-4.275999963e-01,-6.466473937e-01,4.756440520e-01,1.070701927e-01,3.317253868e-05,-2.667502873e-02,-6.719015801e-05,1.895580353e-04,1.784525921e-05,-3.646751793e-06,1.078983024e-01,-2.828600705e-01,-2.451004693e-04,-6.618684530e-01,-6.155686975e-01,-3.741841356e-04,3.730945289e-02,-1.062911451e-01,-8.821635842e-01,6.412898302e-01,-5.232547119e-05,7.258362770e-01,-8.379599603e-05,-3.500482708e-04,-4.320361477e-04,-5.906771548e-05,-9.221408367e-01,5.510061383e-01,-3.416848485e-04,-8.879733831e-02,9.219761491e-01,-2.742435026e-04,6.825359464e-01,1.970562190e-01,4.633203447e-01,-5.608749986e-01,-1.870371343e-04,-6.425788999e-01,-8.407905261e-05,1.395246218e-04,-2.269100150e-05,-3.549856046e-05,3.319596052e-01,-4.743399620e-01,1.591792534e-05,2.255350649e-01,-6.454136372e-01,-1.615976071e-04,-5.537618995e-01,-2.427560985e-01,1.334408820e-01,-5.063021779e-01,-1.540531812e-04,-5.369762778e-01,3.745971844e-05,-3.064622579e-04,-1.492542069e-04,-9.947776562e-05,-6.014780700e-02,-4.641235769e-01,-5.864020750e-06,1.363314241e-01,-5.854849815e-01,-2.733312140e-04,-1.500293463e-01,-4.646401703e-01,1.178752109e-01,-5.807836354e-02,1.761496424e-05,-1.359589547e-01,-1.101914386e-04,-1.671868813e-05,-7.597910007e-05,-7.169959281e-05,1.794397831e-01,-2.198098898e-01,-1.141152388e-04,-7.230152488e-01,-2.621434927e-01,-9.345454600e-05,-5.932558775e-01,-2.906743884e-01,2.158217877e-01,4.712643921e-01,-7.065130922e-05,9.624342322e-01,-1.321331274e-05,-1.483646338e-04,-1.409824326e-04,-6.996000593e-05,-4.389143288e-01,6.287806034e-01,-3.032195309e-05,-2.300214171e-01,9.938963056e-01,-2.043554123e-04,4.392420948e-01,2.032970786e-01,-5.016058683e-01,-2.298519164e-01,-2.990062058e-04,-1.677288860e-02,-1.570440654e-04,2.031709482e-05,-3.979589565e-06,-5.885610881e-05,-2.979079634e-02,-5.174320936e-01,-7.929300045e-05,1.610185951e-01,-7.316544652e-01,7.059139170e-05,-7.759814262e-01,-3.780809641e-01,4.299946129e-02,-5.712887645e-01,-1.419804903e-04,-7.367019057e-01,-1.167216251e-04,-9.288670844e-05,-4.728239437e-04,-6.135075819e-05,-7.332853973e-02,-4.626551270e-01,-1.874805021e-04,1.360159367e-01,-4.822612405e-01,-3.150937264e-04,-5.625473708e-02,-3.428251743e-01,7.532051951e-02,-1.540463567e-01,1.175482103e-04,-7.986759543e-01,-5.540267375e-05,-3.818559635e-04,-1.620472613e-04,-8.475288632e-05,7.111030072e-02,-2.559277713e-01,-2.562198206e-04,-5.168963075e-01,-3.511200845e-01,-2.438889933e-04,-2.215201408e-01,-2.833714485e-01,-3.048713505e-01,1.779933274e-01,-5.695350046e-05,6.310502291e-01,-1.922826486e-04,-5.181528395e-04,-1.783295593e-04,-1.416788873e-04,-1.260135472e-01,2.575623095e-01,-7.353917463e-04,-2.714521587e-01,6.468259096e-01,-8.173186507e-05,9.089530110e-01,8.098383546e-01,3.609506786e-01,-2.163372487e-01,-2.291201672e-04,-5.748581290e-01,-3.058639777e-05,-1.091539452e-04,1.310779626e-04,-1.875958151e-05,1.027056053e-01,-1.912112981e-01,1.714706195e-05,3.438187540e-01,-5.286663175e-01,3.173617006e-05,-6.872447729e-01,-9.811741710e-01,2.458959222e-01,-2.617123425e-01,-4.688072295e-05,-6.696118116e-01,-4.669572445e-05,-3.582458594e-04,-2.022303961e-04,3.318616109e-06,-1.077649832e+00,-1.931740642e-01,1.281411096e-04,1.356332749e-01,-3.497006595e-01,-7.002689526e-04,-5.970887542e-01,-2.296345383e-01,-4.694181383e-01,-1.839657873e-01,9.638463962e-05,2.371164039e-02,-6.830921484e-05,3.400799469e-04,-3.302214318e-04,-5.555897951e-05,6.300228834e-01,-4.804411232e-01,7.348654617e-05,-6.580109596e-01,-3.396039903e-01,2.854338163e-05,-2.391399890e-01,-3.999927044e-01,1.905654371e-01,3.313733637e-01,-2.438725460e-05,4.164035618e-01,-1.222605897e-05,-5.030540633e-04,4.134599658e-05,-6.153533468e-05,3.118897080e-01,3.425450251e-02,1.646436140e-04,-1.395751834e-01,5.703495741e-01,-1.055297107e-04,1.217655420e+00,-2.189312428e-01,-7.759181857e-01,-3.872296512e-01,-1.455271413e-04,-3.305078447e-01,-1.796365104e-04,1.610958134e-04,-3.462533932e-04,-4.502039155e-05,-5.856224298e-01,8.193984628e-02,-6.113637355e-04,4.659299254e-01,-1.493200213e-01,-3.351389314e-04,-9.841748476e-01,-5.332974792e-01,-2.477804422e-01,-1.245474517e-01,-6.047091301e-05,-1.943926215e-01,-4.102879393e-05,-9.654204405e-06,-1.812795526e-04,-1.002776917e-04,-8.021037579e-01,-2.100395411e-01,-8.033664199e-05,-1.275341362e-01,-6.864848733e-01,-2.423762344e-04,-7.945423722e-01,3.302779198e-01,6.658050418e-01,-3.036394417e-01,-3.581474812e-05,-4.812486470e-01,-1.334618573e-04,-2.278548054e-04,-2.068387112e-04,-5.288752800e-05,6.048321724e-01,-5.134544373e-01,-3.844247476e-05,-6.488097906e-01,-3.056837618e-01,-2.884850619e-05,-5.337171257e-02,-3.790584207e-01,-2.547054291e-01,1.192115545e-01,5.092312422e-12,-3.930385411e-01,-1.335525012e-04,-3.874031536e-04,-6.380258856e-05,-7.066703984e-05,-4.408489764e-01,5.043092370e-01,-4.429162655e-04,-3.411310017e-01,1.307143867e-01,-3.411459038e-04,1.045551538e+00,1.640588045e+00,-5.257837772e-01,-3.701449037e-01,-2.882576082e-04,3.217453137e-02,-1.098088105e-04,-5.333250374e-05,-1.280829892e-04,-9.670318104e-05,-1.872198097e-02,-1.019253507e-01,2.520317212e-04,1.321599557e-04,-4.209539667e-02,-1.362737530e-04,-5.375922322e-01,-1.193582058e+00,2.201291621e-01,-3.158102632e-01,-7.595423085e-05,-5.885233358e-02,1.340105518e-05,-7.620971883e-05,-3.615469032e-04,-4.735152834e-05,-8.169379830e-01,-8.782847524e-01,-3.548013919e-04,2.141167521e-01,-9.895879030e-02,-4.594048660e-04,-6.126747727e-01,-6.835319996e-01,3.929513693e-01,8.275961131e-02,3.758167804e-05,-1.700317413e-01,-4.792208711e-05,-1.596328912e-05,-8.926269220e-05,1.639759648e-05,8.054784536e-01,-1.314483583e-01,-3.960337926e-05,-3.229859173e-01,-5.607941151e-01,1.568530570e-04,-5.097807646e-01,-5.644282699e-01,6.571074724e-01,2.364176139e-02,-3.749953039e-12,-8.288671374e-01,-1.781155152e-04,-2.357267658e-04,-1.482220978e-04,-1.593077468e-05,-2.245248854e-01,1.815880537e-01,-2.604926121e-04,-1.769255251e-01,-7.538704276e-01,-3.378231777e-04,6.464995742e-01,2.138812542e+00,-9.248338938e-01,-5.309674740e-01,2.070871233e-05,2.656278908e-01,5.995360698e-05,-4.221119161e-04,-3.693304316e-04,-3.063924669e-05,-6.995723248e-01,-1.965837926e-01,-1.999262604e-04,1.208519489e-01,1.405515671e-01,-1.330163068e-04,-2.639725804e-01,-1.478399873e+00,1.319948584e-01,1.292928308e-01,-7.127744175e-05,2.054284364e-01,-9.235299513e-05,-1.977708889e-04,-2.021624532e-04,-1.095235784e-04,-7.992668748e-01,-2.105967849e-01,-2.032024931e-04,3.948070407e-01,2.643584907e-01,-3.102968039e-04,-2.948429286e-01,-1.464512348e+00,-3.165793419e-02,-1.059064791e-01,-1.505147229e-04,-2.318396568e-01,-8.134359086e-05,2.433393965e-04,4.158728552e-05,6.844745712e-06,1.252363443e+00,-3.817523122e-01,1.620337280e-04,-7.886710167e-01,-2.221669853e-01,5.328170300e-05,-7.021268010e-01,3.049856052e-03,-4.141630977e-02,1.447889209e-01,-2.905774163e-04,8.253137469e-01,-1.375096908e-04,-4.584728449e-04,-3.575327355e-05,-7.685106539e-05,2.778971493e-01,6.302759647e-01,-2.412743343e-04,-3.787231147e-01,1.626641601e-01,1.549694425e-04,-5.105921626e-01,2.646396875e+00,-3.512814641e-01,-5.254213810e-01,1.737355778e-04,-5.544444919e-01,7.049890428e-06,-2.594617945e-05,-2.325929381e-04,-4.393144991e-05,4.596859217e-02,-5.221540332e-01,1.195302393e-04,4.221512377e-02,-5.992918015e-01,-3.097111767e-04,5.545532107e-01,-1.372146606e+00,1.699031889e-01,1.262619644e-01,-2.160640579e-04,-4.458046854e-01,-9.360851254e-05,2.631582029e-04,-4.149309461e-05,-7.543374522e-05,-9.587255120e-01,-2.909375429e-01,-8.457004878e-05,2.948712409e-01,2.077167854e-02,-2.742141369e-04,-7.849846482e-01,-1.221897960e+00,5.536071211e-02,-2.295935303e-01,-2.977565026e-13,-4.147865474e-01,-1.852517307e-04,-3.789124312e-04,-2.777374466e-04,-2.181204870e-12,1.639154553e-01,-4.245517254e-01,-2.338412451e-04,-4.083063900e-01,-1.552000344e-01,-3.376903187e-04,1.264907420e-01,-8.533413410e-01,6.730582714e-01,3.906419575e-01,-8.168819477e-05,-9.075710773e-01,-1.348975929e-04,3.636689507e-04,1.997800136e-04,-1.238752448e-04,4.044523835e-01,6.224341989e-01,-9.525730275e-05,-1.263374984e-01,2.047365606e-01,-3.906646743e-04,-7.210966200e-02,1.067062497e+00,-3.007827103e-01,-5.609180331e-01,-6.834054511e-05,-4.170238599e-02,-4.422707570e-05,-5.519018159e-04,1.057105110e-04,-2.917133315e-05,-1.776871234e-01,-7.157678008e-01,-3.785432909e-06,-3.161585033e-01,-3.231939301e-02,-1.680315327e-04,-4.848214686e-01,-5.718870759e-01,-4.655734301e-01,3.403756022e-01,-2.031987970e-04,4.821169972e-01,-6.098107406e-05,-2.319553896e-04,-9.353542118e-04,-3.878390999e-05,-6.747667789e-01,-3.893368542e-01,-4.443801590e-04,5.841302276e-01,-8.043261766e-01,-1.353040279e-04,2.465673089e-01,-9.184097648e-01,-7.411853969e-02,-6.540421844e-01,2.609857438e-05,-1.225316525e-01,-6.415350072e-05,-8.900865214e-05,-4.184096542e-05,1.583147605e-05,-2.296662889e-02,-1.246045232e-01,4.450233610e-05,-5.915104747e-01,6.075651944e-02,-6.561716873e-05,-3.042047322e-01,-3.778125942e-01,6.787924767e-01,2.800837159e-02,-2.264079230e-04,1.139988303e-01,-2.259281609e-04,-3.049551742e-04,-2.030399774e-04,-3.944813216e-05,3.605055213e-01,8.214839697e-01,9.964888159e-05,-3.197572827e-01,1.965136677e-01,-2.956826065e-04,8.901599050e-01,1.383352727e-01,-5.000944734e-01,-2.922034264e-01,-4.276158870e-05,-7.036978602e-01,1.469120073e-12,-3.001130244e-04,-3.695148043e-04,-1.098514331e-04,-5.050884485e-01,-4.464175701e-01,-7.591243048e-05,-3.544663787e-01,-6.093535423e-01,9.146082448e-05,-3.622096181e-01,-3.464380205e-01,-4.470549226e-01,1.236485764e-01,-1.265597384e-04,5.936016440e-01,-3.239434227e-05,-1.241340306e-05,-9.317000513e-05,-4.443079524e-05,-4.366472661e-01,-6.307440400e-01,-3.974475840e-04,9.581369758e-01,8.093667775e-02,-5.876033101e-04,-6.664844751e-01,-5.244340897e-01,1.009431109e-01,-3.434098959e-01,8.791113942e-05,-5.936098695e-01,-1.613141103e-05,1.780330786e-05,2.362345731e-05,3.879542419e-05,1.103803441e-01,-3.516837358e-01,-1.305038313e-04,-7.338988185e-01,-2.392476201e-01,-5.676692672e-05,-4.759137630e-01,-6.851049513e-02,2.090467662e-01,2.876397967e-01,3.614478919e-05,8.286454529e-02,-1.173557539e-04,-5.290485205e-05,-2.706430387e-04,1.141452412e-05,9.285029769e-01,-5.424997211e-01,-2.209744998e-04,-4.787485301e-01,1.275352854e-02,-5.573207090e-05,1.712226123e-01,-2.458127290e-01,-2.788155377e-01,-1.963757277e-01,1.003096259e-05,-2.357818782e-01,-7.973855099e-05,-8.129594789e-05,4.122154132e-05,-5.829179281e-05,-1.134910822e+00,2.202555537e-01,-1.507986744e-04,-1.053348929e-01,-2.087010145e-01,-4.651455965e-04,-6.807153225e-01,-4.530226290e-01,1.703034043e-01,-1.988599822e-02,-2.068904141e-04,2.218358070e-01,-8.436104690e-05,-2.266320225e-04,-4.043114313e-04,-3.558708704e-05,-1.768522114e-01,-1.103285909e+00,-2.171749220e-04,7.458649874e-01,-6.873724610e-02,-2.526586759e-04,-4.135002792e-01,-4.370562732e-02,-2.678502202e-01,-5.554522276e-01,-1.003790603e-04,-6.586938500e-01,-2.948768815e-05,-2.064587752e-04,7.991923667e-06,-4.431385241e-05,-8.770409971e-02,8.181717396e-01,1.262126752e-04,-6.117242575e-01,-3.064896762e-01,1.685344464e-12,3.084200919e-01,-5.847848952e-02,7.453815937e-01,-6.979765892e-01,-1.383934432e-04,-5.390614867e-01,-1.443667497e-05,-8.369492134e-04,-4.246334429e-04,-5.712642087e-05,2.163023353e-01,1.829087436e-01,-1.280865545e-04,-1.323542476e+00,4.184145331e-01,-1.055010944e-05,6.364665031e-01,2.254500091e-01,-3.197319806e-01,1.535322815e-01,-8.892547339e-05,5.002003312e-01,-7.257908146e-05,-9.233883611e-05,-1.129024240e-04,9.131769730e-06,-7.899509668e-01,-2.825054526e-01,-1.720026048e-04,9.701361060e-01,-1.586834490e-01,-2.422957732e-05,-9.704284668e-01,-5.417271256e-01,-2.630532682e-01,7.495755702e-02,-1.063022592e-05,-1.201031059e-01,-1.303313184e-04,-6.039174332e-05,-2.456479124e-04,-8.500855620e-05,-6.552280784e-01,5.066440701e-01,-2.883752750e-04,8.915159106e-01,-4.511970878e-01,-2.727806568e-04,-8.298497647e-03,-3.240448534e-01,-3.298950493e-01,-1.441876404e-02,4.101361992e-05,-4.307397902e-01,-1.120641682e-04,3.852849768e-04,1.595178328e-04,-2.973769369e-05,7.579010725e-01,-1.014312863e+00,6.749664317e-05,-9.880336523e-01,-3.795666695e-01,-3.696257481e-04,-2.722173035e-01,-1.607296169e-01,5.455929637e-01,-4.656066597e-01,-5.867549771e-05,-9.435538203e-02,-7.323602040e-05,-2.851422469e-04,-2.612152894e-04,-1.193469689e-05,-3.031657338e-01,-1.947983950e-01,-1.171945332e-04,-2.056863785e+00,9.715947509e-01,2.930930932e-04,5.187099576e-01,2.770684659e-01,-3.974749744e-01,1.379675716e-01,1.179690153e-04,8.508204818e-01,1.856872950e-05,1.060908289e-06,8.582982991e-05,-3.418648339e-05,-5.705027580e-01,8.348175287e-01,-3.093484556e-04,1.154057384e+00,-7.496139407e-01,-1.284841273e-04,-5.065161586e-01,-2.524806559e-01,-2.523689866e-01,2.077590034e-04,-6.355582445e-05,-1.208899766e-01,-1.575997594e-04,-6.170258857e-04,-3.541289188e-04,-1.649339720e-05,-4.411732852e-01,7.067881823e-01,3.262448471e-12,6.777088046e-01,-6.013089418e-01,-5.594619433e-04,-4.180335402e-01,-3.856243789e-01,-6.317774951e-02,-1.565293372e-01,-2.896331716e-04,-1.225293040e+00,-5.300509656e-05,2.786602126e-04,-1.508299465e-04,-1.326480997e-04,8.438488245e-01,-1.954113483e+00,-1.822356135e-04,-2.248148024e-01,-1.918178648e-01,-2.730967244e-04,-2.086791843e-01,-4.398925006e-01,6.107283235e-01,-1.849940658e+00,-2.722785575e-04,-3.294034302e-02,-1.730724034e-04,6.809079059e-05,-3.380836570e-04,-1.472768847e-12,1.612841845e+00,-2.903132737e-01,-1.407793898e-04,-1.620137095e+00,8.085069060e-01,-3.280964447e-04,6.795488000e-01,-6.355178356e-02,-2.081959397e-01,1.360300899e+00,-5.657085421e-05,2.892860770e-01,-4.893784990e-06,-1.297645795e-04,-1.809579408e-04,-3.898167779e-05,-6.904550195e-01,5.459235311e-01,-2.789751743e-04,8.118203878e-01,-5.944107175e-01,3.441062290e-05,-5.733309984e-01,-1.302938312e-01,-1.587478667e-01,1.796216488e+00,-1.200424085e-04,-6.249889731e-01,-1.211133713e-04,-2.542291768e-04,-1.111667370e-04,-6.427624612e-05,-7.228224277e-01,3.193123341e-01,-2.828270226e-05,1.268946528e-01,3.380018175e-01,-2.817024069e-04,-4.498248398e-01,-4.392544031e-01,-4.111955166e-01,-1.790486693e+00,1.120634479e-04,-2.210128307e-01,-5.946515739e-05,-1.133854021e-04,-1.209898473e-04,8.544738193e-06,-6.705285311e-01,-1.182221889e+00,-3.446059418e-05,2.315989584e-01,-1.123251677e+00,-2.512112260e-04,-2.708277702e-01,-1.679630429e-01 +thresholds = -6.695916057e-01,-1.935970068e+00,-1.195186167e-03,-2.358779192e+00,-1.370342332e-03,-2.248004312e-03,-2.788125537e-03,-7.439919282e-04,-1.883812308e+00,-2.429372072e+00,-2.108058194e-03,-1.799669027e+00,-2.284497738e+00,-3.080433235e-03,-2.457985163e+00,-3.204151630e+00 +weights1 = -3.414212167e-01,-8.998897974e-04,-3.203879111e-03,-1.531664431e-01,-2.847559154e-01,-1.048270799e-02,5.573788285e-01,-1.852818429e-01,-2.893416584e-02,-2.101655453e-01,1.364401579e-01,-2.989176214e-01,-3.225621581e-01,-8.788228780e-02,-6.289628148e-01,-7.880849242e-01,-4.390738606e-01,-3.287906991e-03,-1.460214972e+00,-4.672012329e-01,-4.099427909e-02,-9.553911686e-01,-1.368126392e+00,2.573726773e-01,-4.052481428e-02,-1.949414611e-01,-4.303010553e-02,-6.797844172e-01,5.709874444e-03,-5.120157599e-01,-1.466988206e+00,-3.143665940e-02,4.382681847e-02,-2.537374757e-02,3.196877986e-02,-6.267486513e-02,-1.601721644e-01,-4.148636386e-02,-1.729080081e-01,-2.331194468e-02,-6.774042547e-02,-3.485426679e-02,-3.455465734e-01,-1.229611505e-02,-1.227646833e-03,-3.453809069e-03,-1.926518381e-01,-1.769075245e-01,-1.065678447e-01,-3.274196759e-02,8.625807166e-01,9.603048861e-02,-7.759339176e-03,-2.158850729e-01,2.550469041e-01,-4.835456610e-01,5.832627648e-04,-4.701937363e-02,-2.069779113e-02,1.513510570e-02,-3.380427882e-02,-1.734829247e-01,1.497947454e+00,-2.622984909e-02,-3.245222382e-03,-1.654459164e-02,1.331150159e-02,1.134895068e-02,-3.304455057e-02,-2.611796139e-03,-4.697627127e-01,-7.613332570e-02,3.927474469e-02,-5.567602068e-02,-2.999371290e-01,1.947555318e-02,-1.773018017e-02,1.554919481e-01,3.247938156e-01,2.228152305e-01,1.941642016e-01,6.296565407e-04,4.426207244e-01,1.348614842e-01,-1.110837795e-03,1.021624058e-01,-3.350262940e-01,-3.507220149e-01,-2.113217115e-02,-6.669333577e-02,9.939377196e-03,9.889350832e-02,-1.203839574e-02,6.449899822e-02,5.937046409e-01,5.149565265e-02,9.536038153e-03,-8.249430358e-02,-2.174936607e-02,-4.845767841e-02,-4.396839067e-02,2.388070337e-02,3.190081939e-02,-6.550557166e-02,7.067102473e-03,1.178229786e-02,-1.748184711e-01,2.261476219e-02,3.895156458e-02,5.135165155e-02,-5.375944823e-02,-3.100677207e-02,-1.060817167e-01,3.771464154e-02,9.045604616e-02,1.702490263e-02,2.408231236e-02,1.988576911e-02,8.968822658e-02,-2.348357439e-01,-1.209309325e-02,-1.366876997e-03,1.481707022e-02,-6.955312565e-03,-6.281327456e-02,1.884301007e-02,1.608372629e-01,-3.514828905e-02,-5.794671597e-04,2.020645700e-02,-1.077509765e-02,-5.782536045e-02,-2.075933106e-02,3.801100329e-02,5.013067275e-02,2.980099432e-02,-5.298129842e-02,-5.529136956e-02,-3.024500608e-02,-1.308552921e-03,-3.233328834e-02,8.294503205e-03,-2.757733688e-02,-9.377797134e-03,-2.589789219e-02,-2.117677778e-02,-1.311330125e-02,6.822927296e-02,-1.553852856e-02,3.784266859e-02,-1.663102023e-02,-2.796120383e-02,2.797098830e-03,-2.548952820e-03,3.952411190e-02,2.874639258e-02,-3.468889371e-02,-4.922571778e-02,2.434913442e-02,-4.216352105e-02,-5.188713595e-02,3.614192456e-02,7.910379767e-02,-2.264908701e-02,-1.159808831e-03,-2.006582730e-02,-2.241243050e-02,-4.179406911e-02,-1.379287709e-02,-3.060872434e-03,-1.506158244e-02,2.414637990e-02,-3.322111070e-02,2.850448526e-02,-3.020023368e-02,4.607046023e-03,-1.446879562e-02,1.671614312e-02,8.689875714e-03,1.791177690e-02,2.394261211e-02,3.687347472e-02,-1.142104901e-02,-7.062464021e-03,-1.997097768e-02,-1.955478825e-02,2.114959620e-02,2.551746182e-02,-3.405759856e-02,2.717043506e-03,1.137203816e-02,-1.950280368e-02,4.437924828e-03,2.668099664e-02,-1.649116352e-02,7.452417910e-02,6.245315820e-02,2.182847075e-02,-4.840160310e-01,-8.123049140e-02,-2.055126242e-02,-8.145426214e-02,-2.812359035e-01,1.686153188e-02,1.401214153e-01,-6.731531583e-03,2.670218647e-01,2.680422068e-01,3.598504066e-01,-4.980915412e-02,5.464746952e-01,-3.202880034e-03,-5.863238871e-02,-2.601866238e-02,1.811235547e-01,-1.906434745e-01,2.088806964e-02,-5.746103078e-02,3.720419481e-02,5.849447474e-02,-2.430007607e-02,1.683505774e-01,6.129639149e-01,-8.361293375e-02,4.440622032e-02,1.434911974e-02,-1.896009222e-02,3.620408475e-03,-3.244844079e-02,-3.367417958e-03,1.316770166e-02,2.028369904e-02,-4.689687118e-02,-3.727039322e-02,-8.059339225e-02,4.623066634e-02,8.701232076e-02,-6.488630176e-02,5.860239640e-02,2.497036243e-03,-5.768276751e-03,-4.148868844e-02,1.148593724e-01,8.091094904e-03,1.854880154e-02,-2.587220818e-02,6.875949353e-02,-1.876895726e-01,-4.142410588e-03,-2.216501720e-02,3.035647422e-02,1.597099937e-02,-1.496212371e-02,-1.905668899e-02,5.674917996e-02,3.580068424e-02,2.971545421e-02,4.713238031e-02,-6.269176491e-03,-1.872753166e-02,2.312753815e-03,-7.734981366e-03,5.431140307e-03,-2.741654031e-02,-3.773998469e-03,3.175317124e-02,-1.095698681e-02,3.079663776e-02,-2.281089313e-02,-1.403199695e-02,-2.250809036e-02,-2.630035207e-02,-8.358541876e-03,-5.468846485e-02,1.724399440e-02,-7.828053087e-03,2.296114154e-02,-3.404211998e-02,2.276567102e-04,-3.525646171e-03,-1.065366250e-02,3.860696033e-02,2.794374526e-02,-3.570284694e-02,2.206338756e-02,-4.177496955e-02,-6.242185831e-03,6.768746674e-02,-3.106919676e-02,3.407025337e-02,-3.672687570e-03,-3.392225131e-02,4.262035340e-02,-2.793505043e-02,2.735318616e-02,6.731534004e-02,-5.589384958e-02,-2.296167985e-02,2.995143086e-02,-1.468889322e-02,-7.131107152e-03,-5.673767999e-02,-3.230512142e-02,4.928989708e-02,1.425509457e-03,-1.566062868e-02,3.032449819e-02,-9.473163635e-03,4.065757152e-03,-2.162660472e-02,5.496023688e-03,3.599372506e-02,-1.487461198e-02,2.811096981e-02,7.778638043e-03,-2.868549526e-02,4.404784366e-02,1.271696296e-02,9.358678944e-03,1.198288053e-02,4.641073570e-02,-6.293613114e-04,-5.007196218e-03,-1.052434277e-02,-9.805067442e-03,-8.702842519e-03,-2.790906653e-02,7.349812239e-02,3.583403304e-02,4.234189168e-02,-2.566026151e-02,2.349872701e-02,3.569041146e-03,-3.180118278e-02,-2.929655835e-03,-6.668643095e-03,-2.947286516e-02,-2.318591997e-02,-2.248229459e-02,1.944246516e-02,-1.273690816e-02,3.272145987e-02,-6.359460205e-02,-7.025983650e-03,-1.256383490e-03,2.295006998e-03,-3.169352189e-02,-3.363179043e-02,-9.438470006e-03,5.022384226e-02,-4.768837243e-02,4.872952588e-03,5.213165190e-03,-3.896461427e-02,-4.501791298e-02,4.045837745e-02,-6.242004409e-02,-8.458260447e-03,3.044654801e-02,-3.465749789e-03,-5.450829024e-11,4.886985570e-02,3.091463819e-02,-2.816651762e-02,-1.092328597e-02,9.089848027e-03,-1.764888060e-03,-3.641169751e-03,-4.157742020e-03,3.608097359e-06,-2.651586197e-02,-4.367128387e-02,-1.336230896e-02,-5.462809652e-02,3.365633311e-03,1.858199388e-02,2.802293375e-02,-5.422920734e-02,-8.219566941e-02,2.101472765e-02,1.325986441e-02,-6.723381579e-02,-1.981329732e-02,-6.647567730e-03,3.721011803e-02,-3.919749334e-02,-9.740866721e-03,1.972857676e-02,4.117826745e-02,3.907584772e-02,-5.232659634e-03,4.164743051e-02,6.015120074e-03,-6.701050792e-03,-3.404863644e-03,9.390590712e-03,-1.751675270e-02,-2.436480485e-02,-9.007524699e-03,-1.239634678e-02,8.491199464e-03,-3.142389655e-02,-8.087477833e-02,-4.228817299e-02,4.181607068e-02,1.379475836e-02,-1.158916485e-02,-2.955843322e-02,3.043087758e-02,2.527223155e-02,-5.623897538e-03,9.187172167e-03,-2.091306634e-02,-1.230596751e-02,-3.864010051e-02,4.957986996e-03,-2.298250608e-02,-1.074959338e-02,-3.612183779e-02,-2.858189633e-03,-2.141370811e-02,5.608629435e-02,7.198980893e-04,-2.085612388e-03,3.460381180e-02,-1.913223416e-02,-9.711285122e-03,4.150645062e-02,-5.966166034e-02,1.905834489e-02,3.746318817e-02,1.956212334e-02,-6.569673121e-02,4.078390077e-02,1.749756932e-02,-1.612182823e-03,-6.326763425e-03,9.859395027e-02,-4.467902705e-02,5.482017249e-02,-3.152625635e-02,-1.249664370e-02,-1.508105267e-02,-1.786640100e-02,3.731131926e-02,-5.228712037e-02,2.032957226e-02,-4.586537182e-02,-2.110931091e-02,6.317610387e-03,-2.700563706e-02,1.304333564e-02,-1.328490581e-02,9.693360887e-03,-1.505039912e-02,-1.005838066e-02,-3.015784174e-02,2.297251299e-02,4.060151801e-02,-3.142976435e-03,5.393511616e-03,2.983234450e-02,5.950598512e-03,1.312791090e-02,-3.401117772e-02,4.174175207e-03,-2.319884673e-02,4.479250312e-02,2.451580204e-02,-3.055062331e-02,1.446419396e-02,6.067930721e-03,-4.069744609e-03,1.219841186e-02,1.977234334e-02,3.999501001e-03,2.570245042e-02,3.536863020e-03,-3.576252609e-02,4.120003432e-03,-3.726206347e-02,4.619915038e-02,-3.367885202e-02,-2.956415061e-03,-2.919013845e-03,-3.460205719e-02,-2.026325278e-02,-8.416462224e-04,-3.237430751e-02,1.911155134e-02,-1.443128753e-02,1.112074591e-02,-1.396485604e-02,6.760787219e-04,-2.219340019e-02,8.217015304e-03,3.195862472e-02,-3.186356276e-02,-9.297845885e-03,-2.859951928e-03,5.566724110e-03,-1.978819724e-03,-4.814975429e-03,-2.583909594e-02,-8.126983419e-03,-1.975776069e-02,1.089115744e-03,-8.047890663e-02,-3.294663131e-02,1.697038487e-02,-1.170718018e-02,2.415670315e-03,-2.449715883e-01,-2.639388852e-02,-5.985364318e-02,-7.325385511e-02,-2.344013304e-01,-1.534937508e-02,3.601013720e-01,-1.333151460e-01,6.228896789e-03,-1.076037437e-02,1.230172366e-01,-1.277891695e-01,-7.323411107e-01,-5.010586977e-02,-4.484752417e-01,-5.259677172e-01,-4.141503572e-01,-9.186051786e-02,-9.602340460e-01,-5.034833550e-01,1.289078314e-02,-2.704692446e-02,-1.149320483e+00,2.763018310e-01,-6.644752622e-02,-1.126388386e-01,-2.548202127e-02,-6.004382372e-01,-5.383229814e-03,-4.036767185e-01,-1.041606903e+00,-2.157997638e-01,-3.648629040e-02,9.959853254e-03,-6.684754975e-03,-2.107601240e-02,2.508059144e-02,-5.918318639e-04,2.476377189e-01,1.284590550e-02,-6.234380417e-03,-3.072192520e-02,2.899862528e-01,-1.197434496e-02,-1.291940510e-01,-2.243321948e-02,-6.405769289e-02,-4.597911239e-02,1.031292379e-01,5.637342110e-02,-3.049893975e-01,-2.204423025e-02,3.682199866e-02,2.525938153e-01,-1.785261780e-01,5.855944753e-01,6.839799229e-03,5.095726252e-02,-4.437156022e-04,-2.009501755e-01,-3.001409583e-02,-1.502574608e-02,-5.088942051e-01,-4.275855608e-03,-1.941231824e-02,-2.274861559e-03,-5.289252102e-02,3.664720431e-02,-6.719455868e-02,-6.645092368e-02,-4.348820448e-01,-2.607444301e-02,-2.738335729e-02,-2.111624926e-02,-4.949949682e-02,4.614020512e-02,-9.112796746e-03,-6.790857762e-02,3.561520278e-01,1.126305610e-01,1.997206658e-01,-4.708203673e-02,4.355475307e-01,-1.528679393e-02,5.656729639e-02,5.188843012e-01,1.770008802e-01,-5.172638893e-01,6.264242530e-02,3.079340048e-02,-3.302391991e-02,4.859253392e-02,-1.240701508e-02,1.590242982e-01,7.467792630e-01,9.050552733e-03,8.197307587e-02,5.133964866e-02,-9.029337205e-03,2.630110458e-02,-7.447281852e-03,-1.772396825e-02,-4.378762469e-02,-1.959300600e-02,-2.028571069e-02,1.315302681e-02,-6.008455157e-02,-3.920735419e-02,3.934159130e-02,3.250685334e-02,-2.390398644e-02,4.335756600e-02,6.294810772e-02,6.763970479e-03,4.798022285e-02,4.918096238e-04,-1.307341387e-03,1.344303936e-01,6.381935626e-02,-1.092437282e-01,-1.958495239e-03,-1.660906896e-02,3.973402549e-03,-3.634744510e-02,1.986798644e-02,1.150052249e-02,4.889133200e-02,-1.514478121e-02,7.103765383e-03,1.986081153e-02,-2.443188243e-02,-2.458861470e-02,3.868499026e-02,-2.464819886e-02,1.089700963e-02,6.010775268e-02,4.933801293e-02,-3.062311187e-02,-3.436523257e-03,2.215125225e-02,2.521491796e-02,-2.238562889e-02,1.051197387e-02,4.696683213e-02,-2.354304306e-02,-6.072338298e-02,1.791408658e-02,-5.932433531e-02,-3.396372497e-02,3.848888353e-02,-3.597687557e-02,-1.790051162e-02,6.765278988e-03,9.097895585e-03,2.682626061e-02,2.261782996e-03,-7.362767123e-03,4.351690784e-02,-1.869281754e-02,2.104527503e-02,3.204489127e-02,-1.249721553e-02,4.612114280e-02,1.618064940e-02,7.511446893e-05,1.557923481e-02,4.014474899e-02,7.969654351e-02,3.742891923e-02,-2.662361972e-02,-5.419720709e-02,-1.121944748e-02,8.632099256e-03,-2.373373369e-03,-1.324790344e-02,-2.110246755e-02,3.289275616e-02,-3.580768406e-02,1.803419739e-02,-2.163735591e-02,1.619692706e-02,-5.025547370e-02,-1.828102395e-02,-5.636867881e-02,-7.331108209e-03,6.483606249e-02,-1.394765917e-02,-2.773998678e-02,9.052978829e-03,-2.265093662e-02,-4.942647181e-03,-3.719141334e-02,7.191412896e-02,-4.427592456e-02,-5.317760259e-02,4.878242686e-02,1.905206218e-02,-8.304254152e-03,-6.137583256e-01,2.051036619e-02,-1.413160749e-02,-3.523389399e-01,-3.454442024e-01,6.283216923e-02,1.163422130e-02,-7.405432314e-02,1.936544329e-01,2.508621514e-01,6.210817695e-01,-5.258017220e-03,3.614354730e-01,1.231068280e-02,-8.538687229e-02,-1.916311383e+00,2.159134746e-01,-2.866861224e-01,-3.748858720e-02,-4.121122658e-01,-2.497067489e-02,7.884327322e-02,-4.970728885e-03,2.311356813e-01,5.042259693e-01,-1.036706194e-01,4.495289177e-02,-1.636571437e-02,2.898737416e-02,-1.171901915e-02,-8.958387375e-02,-3.513545170e-02,4.161957279e-02,-1.626589336e-02,-1.935604401e-02,-7.113394141e-02,-6.563268900e-01,4.997789115e-02,4.009576514e-02,-9.162560850e-02,-3.459925577e-02,-6.592524052e-02,-1.415962726e-01,-2.634957619e-02,2.220676839e-01,6.050819531e-02,-9.424749762e-03,-1.576410234e-01,6.671211869e-02,-7.118080854e-01,6.441170722e-02,-4.051012546e-02,1.614402793e-02,-2.880762331e-03,-6.928850710e-02,-1.830361038e-02,3.969618976e-01,-3.746650741e-02,2.587622032e-03,-5.621186644e-02,6.144722551e-02,-4.089567065e-02,-2.090948522e-01,-5.028678104e-03,-6.931895763e-02,-1.256496310e-01,-2.894879319e-02,3.632795811e-02,-2.236563265e-01,1.745549776e-02,1.981139940e-04,-5.646327138e-02,-3.671637550e-02,9.250689298e-02,-1.991441995e-01,-1.162983291e-02,4.532119632e-01,3.893107474e-01,-2.381916530e-02,2.514437735e-01,5.989001393e-01,-4.809407517e-02,1.435750257e-02,1.989235915e-02,-6.958301365e-02,4.940062016e-02,-6.199746951e-02,-7.417359389e-03,7.588787675e-01,-3.573315963e-02,3.886198625e-03,5.270600785e-03,-3.140603006e-02,-1.025713980e-03,-5.316991825e-03,5.134666339e-03,4.112711549e-02,2.757596411e-02,2.147163451e-02,2.878707135e-03,2.362097427e-02,-6.002010778e-02,3.158980049e-03,-8.126228116e-03,-2.515706047e-02,9.880821221e-03,2.477524802e-02,3.343933448e-02,-2.063997686e-01,-8.636447601e-03,-1.753661782e-02,2.557744384e-01,-2.084287070e-02,1.660971642e-01,-1.159370784e-02,6.222570664e-04,-1.459548622e-02,1.017255895e-02,2.801733464e-02,-2.813873813e-02,-2.994782031e-01,-9.315218776e-03,-1.185016893e-02,-1.810833253e-02,1.397780725e-04,-1.386704971e-03,7.557852194e-03,1.021327917e-02,-1.083344501e-02,2.813839167e-02,-6.013015285e-02,-9.320368990e-03,4.320086166e-02,3.150825622e-03,-2.949504741e-02,4.667317867e-02,1.000539586e-02,-3.700493649e-02,4.702733830e-03,1.676303335e-02,-2.349775983e-03,-3.447543830e-02,7.045359164e-02,-3.850333393e-02,-3.326193988e-02,-1.341850380e-03,-2.477353252e-02,9.610550478e-03,-6.335902214e-02,5.458662752e-03,-1.080825692e-03,3.872892261e-02,-2.480250970e-02,2.278547036e-04,-1.588886417e-02,4.174013436e-02,3.038700111e-02,2.353653684e-02,1.219302602e-02,-4.988903645e-03,-5.117007066e-03,1.849411242e-02,1.579534821e-02,-2.908865362e-02,-8.079868555e-02,-6.661012769e-03,-6.159463152e-02,8.624767885e-03,5.706549622e-03,3.197161481e-02,5.142210424e-02,8.976615965e-03,2.040357515e-02,-8.468553424e-03,2.119057998e-02,5.388699844e-02,3.480126336e-02,-4.326105863e-02,-2.151071467e-02,7.884137332e-03,1.054896321e-02,6.639643759e-02,1.621514931e-02,3.672215343e-02,-8.490072936e-02,5.341416225e-03,8.239619434e-02,-3.193002567e-02,1.498854533e-02,-3.761183098e-02,-1.351853907e-01,-1.711306907e-02,-2.523785233e-01,-8.871155977e-02,-3.121551685e-02,1.183211729e-01,-1.770032346e-01,-4.007833195e-04,1.030551046e-01,-9.500642121e-02,-4.049075246e-01,-2.712923586e-01,-6.627900004e-01,-1.010811143e-02,8.542100787e-01,1.984207481e-01,-3.112114035e-02,5.143241286e-01,6.616638303e-01,-2.189045073e-03,8.275395259e-03,1.228670105e-01,-2.861723863e-02,1.955706477e-01,8.423497900e-03,-1.646833271e-01,8.524310589e-01,-5.749620870e-02,8.840920404e-03,-3.624833375e-02,2.532894351e-02,-6.453016773e-03,-1.083681360e-02,-4.926354066e-02,6.894448400e-02,-2.922949195e-02,-2.732494846e-02,-1.486797631e-02,4.469329491e-02,-1.777092740e-02,-2.087564440e-03,-4.065121524e-03,2.341388352e-02,-6.499975920e-03,-6.299893558e-02,-2.623843774e-02,-1.635266840e-01,-3.178718314e-02,3.192144260e-02,3.831293881e-01,-4.239976034e-02,2.052310407e-01,-2.346318960e-02,1.128797885e-02,-1.618747599e-02,-3.463850543e-02,2.143205516e-02,-5.145241506e-03,-3.584405184e-01,1.659486629e-02,2.618036792e-02,-4.600545019e-02,-1.599531248e-02,-3.557266295e-02,-3.780379891e-01,-2.422647737e-02,-3.349749744e-01,-1.966035068e-01,-1.981648151e-03,-4.111237940e-04,-2.663598359e-01,2.726886235e-02,-1.151199117e-01,-1.502536982e-01,-1.929247081e-01,-3.145104647e-01,-9.588969350e-01,-4.609993100e-02,4.100346863e-01,-1.330467612e-01,-2.574894391e-02,7.729026675e-01,-1.898225248e-01,-3.076871634e-01,-5.065250769e-02,-1.357960515e-02,-9.533330798e-02,-1.584847271e-02,3.965770826e-03,-1.793138385e-01,8.885285258e-01,-1.376331449e-01,-1.793924905e-02,2.362865023e-02,-1.105729584e-02,1.865396090e-02,1.677905954e-02,9.253976867e-03,-2.214157768e-02,7.722119335e-04,-4.134547338e-02,1.344978660e-01,2.536487579e-01,3.117586253e-03,1.625692397e-01,1.960286871e-03,-2.271065861e-02,-4.835771397e-02,-7.975088060e-02,-4.840675276e-03,-3.204749823e-01,-1.269546002e-01,4.952178523e-02,6.596065164e-01,-3.948885202e-02,5.094190836e-01,7.271867245e-03,8.325104415e-02,-4.954842106e-02,-6.920249760e-02,-8.429521695e-03,-7.072743773e-02,-6.241647005e-01,-1.910560532e-03 +biases1 = -2.927752435e-01,-3.011489846e-02,-5.674177408e-02,-6.869560480e-02,1.725856215e-01,-1.823916845e-02,-9.175575972e-01,6.721071154e-02,-2.017239667e-02,-1.572125703e-01,2.603554249e+00,-2.802245617e-01,-7.990146875e-01,1.235841215e-01,-1.463868171e-01,-2.337021232e-01,7.679554820e-01,-1.042983495e-02,-1.744819760e+00,-3.270566463e-01,-6.888280064e-02,-9.808169603e-01,-1.708534718e+00,3.127484322e+00,-6.207128987e-02,-1.817954928e-01,2.794745611e-03,-5.850768685e-01,-3.108988516e-02,-1.849213541e-01,-2.145081282e+00,2.105647773e-01 +weights2 = 2.503317595e-01,6.045113131e-02,1.806716062e-02,-7.022632658e-02,-2.345300466e-01,3.390682116e-02,2.569943964e-01,-6.787130237e-02,9.439568035e-03,-2.289575189e-01,-4.072680771e-01,1.589970589e-01,6.634362936e-01,-5.006432161e-02,-1.076536924e-01,-1.919409335e-01,-3.528244197e-01,1.566500589e-02,1.693082750e-01,1.581118852e-01,-5.824543163e-02,-5.528028607e-01,6.069152951e-01,-3.995676637e-01,5.698585510e-02,-2.240808755e-01,-3.650963306e-02,3.492639959e-01,3.655441105e-02,-1.111942530e-01,6.771098375e-01,-9.899761528e-02 +biases2 = 2.195286989e+00 diff --git a/params/D00146.001.txt b/params/D00146.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..715a9ccb27bbca44c36d568b00393ebd08b9aec7 --- /dev/null +++ b/params/D00146.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 1.014521718e-01,-8.240142961e-06,-2.352706178e-05,5.228337614e-06,2.582117915e-01,-2.715748815e-05,5.214368684e-06,-1.353488478e-04,-6.475879491e-05,-2.140836865e-01,-2.817489076e-05,7.639798522e-02,-3.732452751e-05,-7.338282103e-06,1.736955941e-01,1.143849269e-01,-2.063432932e-01,-3.529088872e-06,1.673868792e-05,-3.699392664e-06,-1.613322645e-01,-1.754574914e-04,-1.653986837e-04,-1.094625873e-06,2.238725756e-05,-6.078937650e-02,-3.367138925e-05,-1.850965470e-01,1.165445246e-05,-5.973976295e-05,-1.324387342e-01,-1.338356733e-01,-6.434883177e-02,-1.451946900e-05,-3.547579036e-05,2.712266178e-05,-8.984529227e-02,-3.750481119e-05,2.845199378e-05,-3.022549208e-04,-1.921316834e-05,2.089327276e-01,-2.167616913e-05,-1.919410527e-01,-1.552043796e-05,1.081439223e-05,-1.197317839e-01,-2.413571328e-01,-6.134855375e-02,-3.289665256e-05,-6.804253189e-06,-9.791643242e-05,-1.150969043e-01,-2.665727152e-05,-4.317042112e-05,-2.522938012e-04,1.003569650e-06,8.400300890e-02,-8.090811207e-06,1.139974669e-01,-1.888916631e-05,-1.053155484e-05,-1.594599187e-01,4.386192560e-02,-1.019553319e-01,-3.788621325e-05,-8.208274949e-07,2.686423841e-06,-1.233638451e-02,-1.250540663e-04,1.053309097e-04,-7.053807349e-05,-5.133419836e-05,-1.954011172e-01,-7.329982964e-06,1.467703432e-01,-5.262642298e-05,-4.710091162e-05,7.294823229e-02,1.364626884e-01,-1.070118845e-01,-1.830657766e-06,-5.509136827e-05,8.232040273e-06,2.395845056e-01,-1.152103596e-05,-7.988057041e-05,2.130631219e-05,-1.009188236e-05,1.796201915e-01,-2.093954390e-05,-6.412622333e-02,-3.322042176e-05,-4.251048267e-06,4.883723333e-02,-7.637297362e-02,-1.137130186e-01,-1.300495205e-05,-2.060978204e-06,-6.029112774e-05,-3.406815976e-02,-7.792264660e-05,-1.927096600e-04,-4.533967876e-04,1.847234853e-05,-5.163573101e-02,-4.172059198e-05,-2.366861105e-01,3.252386887e-05,-1.042537497e-05,-8.942080289e-02,-1.337507665e-01,9.209642559e-02,-5.690603302e-06,1.160451393e-05,-2.390138616e-05,-3.012327850e-01,-4.644790897e-05,-2.089228474e-05,-1.963456598e-04,-1.593396883e-05,8.548549563e-02,-2.077137833e-05,-3.260914236e-02,-1.276801595e-05,1.469076324e-06,-2.703014612e-01,-1.432900280e-01,1.534645259e-01,-3.446437040e-05,-1.015674911e-06,-1.912235894e-05,-2.141345888e-01,-1.828427048e-04,-5.250157119e-05,7.703579467e-05,-1.682741276e-05,-2.258604020e-01,-4.009208351e-05,9.930015355e-02,-2.247076009e-05,1.180216623e-05,-6.526778638e-02,7.660376281e-02,-2.641947269e-01,-3.237846613e-06,1.291736407e-05,-2.384438085e-05,3.758322001e-01,-5.627004430e-05,-1.318501454e-04,-9.709358710e-05,1.953318861e-05,-8.135395497e-02,-1.634220098e-05,-6.962272525e-02,-2.031784061e-05,-6.170245615e-05,-6.422755867e-02,-9.912094474e-02,-1.804162264e-01,-1.031205193e-05,-2.906361442e-05,-2.133145972e-05,-9.199716896e-02,1.201843224e-05,1.241901482e-04,-3.075229761e-04,-3.941993418e-05,6.029064208e-02,-3.012570414e-05,-9.954816848e-02,4.996474217e-06,-1.127748510e-05,-1.953473538e-01,-1.749113351e-01,6.056106091e-02,-1.194975084e-05,-2.389530346e-05,-3.578202950e-06,-1.777556241e-01,-4.049270137e-05,-1.241027057e-04,-3.724244016e-04,-1.560872806e-05,2.649908364e-01,-9.176944332e-06,-1.167773530e-01,-2.536948887e-05,1.570053200e-06,8.690581471e-02,-1.952507347e-02,1.490204930e-01,-2.212077379e-05,-1.671263271e-05,1.765139859e-05,-6.819065660e-02,-4.691943104e-05,-3.436100815e-05,-3.938651353e-04,-4.216883463e-05,-8.604730666e-02,-8.687573427e-06,6.500706077e-03,-4.043071385e-06,-8.544947377e-06,-1.692310348e-02,-1.132822223e-02,-2.018796094e-02,-1.553181573e-05,-3.157466926e-05,-4.093872121e-05,-4.236277938e-02,-1.664171577e-04,-4.893658115e-05,-1.822651539e-04,5.788722046e-05,1.328321248e-01,-3.312271292e-05,-2.906389348e-02,-1.000780230e-05,7.868973626e-06,-1.739329398e-01,3.082442470e-02,-1.327361465e-01,-8.467385669e-06,-1.998790140e-05,-8.861265815e-05,1.985377520e-01,-2.257276174e-05,3.868013300e-05,-6.232218584e-05,6.603839211e-06,-9.364182502e-02,-3.165590169e-05,-2.342021912e-01,-4.693226583e-05,-3.677112181e-05,6.925063673e-03,-9.362583607e-02,-2.266887575e-01,-5.997699645e-06,1.601068288e-05,4.658191028e-05,-1.960355043e-01,-2.777863301e-05,-1.288731000e-04,-5.502320710e-05,-8.002114919e-05,6.492437422e-02,-1.205515673e-05,7.011482120e-02,-2.467062586e-06,-2.357682206e-05,-5.400536209e-02,-1.428228468e-01,-3.224822506e-02,-4.301754598e-05,-4.108395660e-05,-7.510714204e-05,-2.307086885e-01,-3.344033030e-05,-8.602692105e-05,-1.758284197e-04,1.157552560e-05,-3.027004600e-01,-2.023894376e-05,-1.749185771e-01,-1.443217116e-05,-2.166964987e-05,3.363518417e-01,-1.804001033e-01,4.512791522e-03,-1.281869402e-07,1.241397422e-05,-1.364423861e-05,-8.057959378e-02,-1.742772656e-05,-1.402285270e-04,2.948568363e-05,3.909202405e-06,6.451822072e-02,-2.555620995e-05,-5.823136866e-02,-1.292086654e-05,-9.680477888e-06,-2.668632567e-01,-1.255040169e-01,-1.253306270e-01,-9.416179637e-06,-1.062649517e-05,2.054532160e-05,2.162261605e-01,-4.029718548e-05,7.710120553e-05,-5.065048463e-04,-4.322831956e-05,3.190808892e-01,-2.773626329e-05,-3.261563480e-01,-1.594617970e-05,2.078695388e-06,-8.747889847e-02,-9.424956888e-02,-7.751917839e-02,-5.223015705e-06,2.769568709e-06,1.758390226e-06,-1.299938653e-02,-1.705867908e-04,-2.533712541e-05,-5.024997517e-05,-2.886148468e-05,-6.282798201e-02,-1.291105855e-05,3.726556599e-01,-2.337841215e-05,-3.548786481e-05,-2.199477106e-01,1.832040697e-01,2.616749518e-02,-1.432430236e-05,-1.565454113e-05,-5.283794508e-06,-2.702622414e-01,-6.749326985e-06,-6.334747013e-05,-2.416452480e-04,-5.370936378e-06,2.455891669e-02,-3.427182673e-05,2.709191442e-01,-1.715805411e-05,-3.525095235e-05,1.074260026e-01,1.570290327e-01,-1.297562756e-02,-1.325643007e-05,-2.563397175e-05,-3.771861157e-05,-3.234553710e-02,-5.642063479e-05,-5.026428698e-05,-5.061354386e-05,-2.875580503e-05,-1.224004198e-02,-3.259886944e-05,-3.287652135e-01,-1.724074900e-05,1.126848929e-05,2.705604536e-03,-1.458126903e-01,-1.595231891e-01,-1.657761641e-05,-2.004373755e-06,-3.505553650e-06,2.214471847e-01,-1.887340477e-04,-3.025222395e-05,-2.658464073e-04,-4.546971832e-05,5.335257575e-02,-3.196635953e-05,1.828634925e-02,-4.729624925e-05,-2.586588607e-06,-1.724602729e-01,-1.459286511e-01,-8.425325900e-02,-9.053887879e-06,-8.445588833e-07,-1.710521065e-05,-2.689865232e-02,-1.316424277e-05,-2.592681449e-05,-1.396791486e-04,2.726382991e-05,-4.760291055e-02,-2.703618975e-06,-1.470801979e-01,1.457130111e-05,-3.582462887e-05,-1.756106168e-01,-8.223354816e-02,2.589713931e-01,-8.496477676e-06,-2.069033872e-05,3.104634743e-05,-2.660018206e-01,-6.855221727e-05,1.135401635e-05,1.416268333e-05,-1.807964691e-05,2.636236325e-02,-2.113260234e-05,4.633623660e-01,7.453994385e-06,-7.703813026e-06,-3.814454749e-02,3.501174748e-01,-1.853592247e-01,1.960811687e-06,-9.872061128e-06,-3.743224443e-05,6.049759686e-02,-3.206593829e-05,-2.345614048e-04,-8.103688015e-05,2.279876026e-05,-1.061578095e-01,-5.066326594e-06,-2.151318192e-01,-5.464849528e-05,8.576617802e-06,-7.656834275e-02,-2.173080146e-01,-2.421337552e-02,-3.740489410e-05,1.825434083e-05,-2.764028613e-05,1.615279019e-01,-8.264754433e-05,-4.146707579e-05,-2.983151062e-04,-5.173325189e-05,-5.806828663e-02,-1.900617826e-05,-1.809589118e-01,-1.402181806e-05,2.582099296e-05,-1.360324472e-01,-2.427137494e-01,-2.799866498e-01,-4.843857369e-06,-3.695958003e-05,-3.023610225e-05,-6.407677382e-02,-7.546688721e-05,8.972565411e-05,-3.280628298e-04,-1.869510379e-05,1.559383124e-01,-4.478234769e-05,-2.539181411e-01,-7.783095498e-06,-8.973552758e-05,1.280970778e-02,-1.070405990e-01,-1.922482066e-02,-2.569927528e-05,-2.812705588e-06,-2.675294309e-05,-1.880691797e-01,-3.036816452e-05,-4.890630225e-05,-1.866395760e-04,-1.795226672e-05,-1.987433285e-01,-5.305750892e-05,-1.940772980e-01,-1.190700823e-05,6.041128472e-06,-3.120129406e-01,-2.276706696e-01,1.792127937e-01,-1.397152482e-05,-1.277509818e-05,-1.893232366e-05,1.560843438e-01,-8.435489690e-06,-2.215158929e-05,-3.276028729e-04,-7.457838819e-06,1.069083139e-01,-1.110281028e-05,1.174920648e-01,-3.163278234e-05,-1.937008346e-05,-2.087275237e-01,1.963349991e-02,-2.794086039e-01,-1.908575177e-05,9.707645404e-06,-3.064396515e-05,2.187157609e-02,-9.009934729e-05,-1.978736918e-06,-8.435756172e-05,-6.572393886e-06,-4.316071980e-03,-2.083702566e-05,-2.710097730e-01,8.308322208e-07,-4.231881758e-05,-3.236648142e-01,-6.694309413e-02,-1.111717150e-01,4.579669621e-06,-3.750755786e-05,1.728386451e-06,-9.793971479e-02,-1.334910921e-04,-1.035751993e-04,-9.170639532e-05,-2.517489520e-05,1.142188609e-01,-8.996102224e-06,1.609466821e-01,-3.153656871e-05,1.827309006e-06,6.064692140e-01,5.802844465e-02,-2.828234136e-01,-1.707297270e-05,-1.904461351e-05,-8.682309272e-05,-2.742390037e-01,-8.434338088e-05,-7.859765174e-05,-2.693668648e-04,-1.676137458e-06,-2.177069783e-01,-5.243413761e-05,9.070845693e-02,-1.928334132e-05,-4.185984653e-05,4.826352596e-01,1.165903360e-01,-2.526211739e-01,-6.903098324e-07,-1.221278308e-05,4.795063433e-06,1.362148970e-01,-3.252855458e-05,4.513776003e-05,-2.530439815e-04,-3.220574627e-06,9.640247375e-02,-1.237543893e-05,-1.372866798e-02,-1.575999522e-05,5.153845996e-05,-3.014106750e-01,-8.983298391e-02,-3.020666540e-01,-2.864517955e-05,-1.757871723e-05,1.881843673e-05,1.520528197e-01,-6.665432738e-05,-2.405630039e-05,-1.231981296e-04,7.082662137e-07,-2.976265969e-03,-1.716800762e-05,-2.445008792e-02,-2.515194501e-05,-9.879050594e-06,-9.766232967e-02,-1.340002716e-01,6.069228649e-01,-9.440834219e-06,2.433607733e-06,5.256790246e-06,-1.220885068e-01,-7.932403241e-05,-1.176699370e-04,-5.567905100e-05,-5.410916492e-05,1.423500031e-01,-1.533784962e-05,-2.391802073e-01,-9.783142559e-06,-6.237466732e-05,-3.215008080e-01,-1.097034365e-01,4.930576682e-01,-2.397574463e-06,1.614571738e-05,-5.481999324e-05,-1.689177155e-01,-1.433050056e-05,-1.896886533e-04,2.883535053e-04,-5.020935350e-05,-2.650856376e-01,-2.128154301e-05,-1.795159578e-01,-3.629175626e-05,-3.069301965e-05,6.193998456e-01,-2.169140987e-02,-2.350207269e-01,-3.321293480e-05,4.571391855e-06,6.266360742e-06,-9.782637469e-03,-1.306041377e-04,-1.003360012e-04,-2.532771032e-04,2.094760384e-05,-1.248745024e-01,-9.471791600e-06,3.918462619e-02,-2.002389920e-05,-5.521955245e-06,-2.469111383e-01,1.457842290e-01,-2.082591355e-01,1.514136898e-06,-1.666548087e-05,-2.850731107e-05,2.913656235e-01,-7.969775470e-05,1.236484677e-04,-1.636411907e-04,-3.991440826e-05,1.234428734e-01,-2.498241520e-05,1.401261836e-01,-2.089250302e-06,-2.133827184e-05,-3.185565174e-01,-2.691506743e-01,-2.803629041e-01,-2.237509034e-05,-4.391248149e-05,7.127705885e-06,-2.207203805e-01,-3.532237315e-05,-1.370988593e-05,-5.705476506e-04,1.003521902e-05,2.845808268e-01,-3.076852227e-05,-1.864433140e-01,-1.607500963e-05,-2.786728146e-06,-2.918675840e-01,-7.189020514e-02,5.803239942e-01,-3.483251930e-06,-1.115497798e-05,-2.576048246e-05,-2.775594294e-01,-2.195035631e-05,-7.791227108e-05,-8.144717140e-05,-9.031206719e-05,-1.209303737e-01,-2.598948413e-06,-1.619836986e-01,-4.903995432e-06,1.839307879e-05,-3.930183351e-01,-2.195496410e-01,-2.353921980e-01,-1.530719055e-05,1.922911224e-06,-4.738288771e-05,-3.931862116e-02,-3.988693425e-05,-7.498092600e-05,-1.660371636e-04,-7.755768820e-06,4.043079168e-02,-1.948333011e-05,2.008942962e-01,-1.333637556e-05,-3.601632852e-05,4.188201427e-01,-2.745201290e-01,-3.097527623e-01,-3.257545904e-05,-6.056987786e-06,-1.484917721e-05,3.103174567e-01,-8.834026812e-05,-8.006191638e-05,-8.237903239e-05,-2.763452358e-06,-8.111394942e-02,-3.731256948e-05,6.769227982e-02,-3.824544910e-05,1.249625257e-05,-4.379108548e-01,-3.023598492e-01,-2.657656372e-01,-1.014845111e-05,-3.439969078e-05,2.098746518e-05,-1.014900580e-01,-1.181594635e-04,5.754793528e-05,-3.700661764e-04,4.409569010e-05,1.796853542e-01,-3.076457506e-05,-2.932493091e-01,-1.389470708e-05,-5.433204933e-05,1.741753370e-01,5.794851184e-01,-2.631936967e-01,-4.595453049e-07,-3.256975469e-05,2.630721974e-05,-3.864301145e-01,-6.916697748e-05,-4.587033254e-05,-4.380542669e-04,1.074577813e-05,3.230593204e-01,-1.813471135e-05,-4.615044892e-01,-1.751784112e-05,1.304511272e-07,-2.620454691e-02,4.399411678e-01,1.136721596e-01,-1.005859758e-05,-1.206136346e-07,-8.208525105e-05,5.603744090e-02,-7.842246123e-05,-1.310953758e-05,1.213781434e-04,-3.689116784e-05,6.890749186e-02,-1.903740304e-05,4.816823825e-02,-3.409426427e-06,-2.182285607e-05,-5.852719303e-03,-2.042776346e-01,-3.806884289e-01,-1.823009552e-05,-1.772146874e-07,2.243643212e-05,3.622396290e-01,-1.086605553e-04,-1.398261811e-04,-4.514892644e-04,-1.254017116e-05,3.517622501e-02,-4.892842480e-05,1.794512570e-01,-2.981993566e-05,-3.852875307e-05,4.007980973e-02,-2.357529253e-01,2.996172607e-01,-2.580198634e-05,-1.238545428e-05,-3.527250738e-05,-1.398956925e-01,-6.326250968e-06,2.002346264e-05,7.379593444e-05,-1.957680979e-05,-4.090698659e-01,-1.541062556e-05,4.723710939e-02,-1.881339085e-05,-3.157504352e-06,-2.459587008e-01,-2.168551832e-01,-6.509762257e-02,-4.762772369e-05,-6.901059533e-05,-1.711430377e-05,-3.708422780e-01,-1.358922163e-04,-2.456909897e-05,-1.251297508e-04,-2.040011532e-05,5.830253363e-01,-7.028354503e-06,-2.580228746e-01,-3.337642192e-05,-4.612030534e-05,1.250556707e-01,5.477990508e-01,-2.540044487e-02,-3.324305169e-07,-8.512718523e-06,-2.707806743e-05,3.155061007e-01,-6.790764746e-05,-1.140438108e-04,-1.843266073e-04,1.835645526e-05,-3.321054876e-01,-1.289970987e-05,6.262310594e-02,-9.301951650e-06,-2.866310388e-05,-2.837736346e-02,-2.662260532e-01,-5.125174671e-02,-3.607577128e-06,1.652051287e-05,-7.828141861e-06,2.080790699e-01,-4.420511323e-05,-5.566086475e-05,-2.190071391e-04,-2.747016515e-05,5.369317252e-03,-1.764822628e-05,2.422906160e-01,-7.974157597e-06,2.157970994e-05,-2.490336597e-01,-2.771350741e-01,-8.884029090e-02,-3.324383215e-06,8.632700883e-06,-1.499033169e-05,-2.608045340e-01,-1.492650426e-05,1.152450204e-05,-1.764426415e-04,-3.402852599e-05,-2.382207513e-01,-4.933762102e-05,-2.335366905e-01,-1.406963111e-05,-1.342569067e-05,-8.558139950e-02,-2.213838845e-01,-8.255735785e-02,2.415716608e-06,-3.270512752e-05,6.838957688e-06,-2.242354900e-01,-3.851603105e-05,3.623919474e-05,3.313921115e-05,-1.533485556e-05,5.983857512e-01,-4.622757479e-05,-1.922031939e-01,2.989022960e-06,-3.952654151e-05,-1.366660893e-01,-2.789262235e-01,-1.602699906e-01,-6.881000900e-06,7.872496099e-06,-5.052368942e-05,2.947756089e-02,-4.249773338e-05,2.825673073e-05,-3.817192919e-04,-1.340056042e-05,-2.400451303e-01,-2.103005681e-05,6.942021102e-02,-2.387170389e-05,3.552712087e-06,-1.874808073e-01,2.057483941e-01,-5.818460137e-02,-3.155666855e-05,-2.348578528e-05,-2.060522093e-05,1.439573616e-02,-3.240408478e-05,-1.674417581e-04,-4.988061482e-05,1.420991907e-06,-7.886894047e-02,3.591131872e-07,2.251445055e-01,-7.842007108e-06,-1.690454701e-05,-2.941171825e-02,-4.049701095e-01,7.042153925e-02,-2.078232501e-05,-7.681919101e-07,-7.071225809e-06,7.231149077e-02,-1.431758574e-04,-7.600893150e-05,-2.933857322e-04,-2.743805999e-05,-2.613963783e-01,-2.381105514e-05,-2.890155613e-01,-4.104256004e-05,-5.558423254e-06,1.156296730e-01,2.612006962e-01,2.134093195e-01,-1.046507714e-05,-2.000004088e-06,4.865864412e-06,-1.912526637e-01,-1.008267209e-04,-1.087267374e-04,-5.697699089e-05,3.077760311e-06,4.235416949e-01,-2.602312270e-05,-2.681791782e-01,-1.665269883e-05,-1.150649587e-05,7.093455642e-02,1.035507675e-02,-3.047645688e-01,5.389983926e-06,-4.046989034e-06,-1.060622253e-05,6.390315946e-03,-3.901196760e-05,-1.332793909e-04,-2.168968786e-04,-2.058579412e-05,-1.826967597e-01,-2.612939534e-05,1.422651410e-01,-4.663581058e-05,-4.181874465e-05,-7.278922200e-02,-2.253371105e-02,4.500305653e-02,-4.889468255e-05,-7.347260180e-06,-5.206886271e-05,2.673529088e-01,-6.754595233e-05,9.429860074e-05,-2.335215395e-04,8.995439202e-07,-5.758896470e-02,-9.397846952e-06,1.774755567e-01,1.306139711e-05,-4.819245078e-05,-7.819360495e-02,-3.175174817e-02,-1.842315197e-01,-3.656108902e-06,-3.063474651e-05,-1.332162446e-05,-1.905511469e-01,-5.286547093e-05,-3.197077967e-05,-1.897350739e-04,-4.112799797e-05,-1.651908904e-01,-3.495801502e-05,-2.382057905e-01,-1.392405920e-05,3.695315172e-05,-1.578882337e-01,-1.730162799e-01,1.260580570e-01,-3.784585351e-05,-7.119551356e-06,-4.238129259e-05,-1.773678958e-01,-1.001300261e-04,-1.207868918e-04,1.634989312e-04,-4.335088761e-06,2.995420396e-01,9.539993698e-06,-1.867309958e-01,-1.092811362e-05,-2.453547313e-05,4.224394262e-02,4.250181094e-02,-1.517021060e-01,-7.622564908e-07,-7.015091342e-06,-6.800881692e-06,2.151926309e-01,-2.919031613e-05,-3.187164111e-05,-2.390306763e-04,-3.197384285e-05,-3.210295737e-01,-6.560620386e-05,-1.145430729e-01,-2.378231875e-05,-2.641633910e-05,-2.575628757e-01,4.142833129e-02,-8.827088773e-02,-9.073399269e-06,-1.439226435e-05,-1.175825764e-05,-7.015857100e-02,-8.161264122e-05,1.006199113e-06,-3.123044444e-04,4.965240350e-06,-2.454362661e-01,-2.717500138e-05,2.865138650e-01,-1.411831545e-05,-4.333027027e-05,-1.040836563e-03,-3.513366356e-02,-1.166693866e-01,-1.227768826e-05,-2.237221452e-05,-1.554521441e-05,-7.572243363e-02,-5.110694838e-05,-3.110480611e-05,-3.061048628e-04,-3.311365072e-05,2.849933505e-01,-1.971973325e-05,-1.718795747e-01,-2.104604937e-05,3.122169437e-05,-2.156545967e-02,-2.657519579e-01 +thresholds = -9.223463535e-01,-2.270037512e-04,-1.854571310e-04,-2.676656586e-04,-4.322277308e-01,-1.052231761e-03,-7.144213887e-04,-2.789184684e-03,-2.300177148e-04,7.226517051e-02,-3.760587133e-04,-7.465879917e-01,-2.699656470e-04,-2.410014858e-04,-9.517417550e-01,-8.677849770e-01 +weights1 = 3.866774216e-02,-4.450575635e-02,-3.772893175e-02,4.310376942e-02,1.492309570e-01,9.287472814e-02,1.095037209e-03,2.475675941e-01,8.039839566e-03,-4.333091527e-02,1.911877990e-01,1.682054400e-01,-8.528506756e-02,-1.654857956e-02,1.113167591e-02,1.085735559e-01,2.722953558e-01,1.978801638e-01,2.867132053e-02,2.743297815e-01,-6.282849610e-02,3.761047721e-01,1.008476093e-01,5.766556412e-02,3.281145170e-02,1.184524596e-01,7.113023102e-02,-9.182629734e-02,-8.820316195e-02,1.692421436e-01,-3.434293345e-02,9.967251681e-03,-4.993245378e-02,-6.050641462e-02,-2.610667609e-02,-3.605892882e-03,3.844232485e-02,-1.691529341e-02,3.056243807e-02,1.165876072e-02,3.067321144e-02,-1.025489941e-01,5.923019722e-02,7.344269007e-02,-5.601517111e-02,8.693887852e-03,-3.742432967e-02,-2.787916735e-02,3.345907107e-02,3.518271074e-02,-7.741626818e-03,3.259997070e-02,3.341096267e-02,3.496829653e-03,-1.334653236e-02,9.179433435e-02,-4.637715966e-02,-4.901582748e-02,-3.723548353e-02,-5.814718083e-02,-8.723639697e-02,2.525016852e-02,-8.792459965e-02,-6.090577319e-02,6.907835603e-03,8.631564677e-03,4.753177613e-02,-9.454549849e-02,9.546118090e-04,2.894625254e-02,4.422530904e-02,6.532379240e-02,7.934298366e-02,-2.318890393e-02,1.143440604e-03,-5.256959796e-02,6.041809544e-02,-5.214814097e-02,5.440667644e-02,7.809792459e-02,3.874590248e-02,3.339364193e-03,4.883313552e-03,-6.720652804e-03,1.140801385e-01,-4.271516576e-02,7.016820461e-02,7.193067670e-02,2.734581381e-02,-9.999473393e-02,6.388115138e-02,-4.215995967e-02,7.789288461e-02,-6.155977026e-02,6.505032070e-03,-4.493180290e-02,-3.543594852e-02,7.078506798e-02,-4.395139590e-02,-4.158509150e-02,1.708722860e-02,4.247407895e-03,5.716440827e-02,3.330207616e-02,-1.711916365e-02,5.018737912e-02,1.509095132e-01,-4.895099998e-02,1.155011654e-01,1.016496122e-02,-2.102713287e-02,9.150739759e-02,8.291955292e-02,-1.262311339e-01,-3.551752865e-02,-3.709172085e-02,3.448641673e-02,1.178979594e-02,7.344793528e-02,3.289020061e-02,1.018433832e-02,7.309707999e-02,-4.917046055e-02,-2.178816311e-02,4.880268872e-02,-5.166289583e-02,2.314666286e-02,-8.667202294e-02,-3.724423051e-02,-1.261206064e-02,-1.011910364e-01,1.868847571e-02,3.209372610e-02,-7.814368606e-02,-8.843748271e-02,-4.322654009e-02,-8.399821073e-02,-3.524692729e-02,-8.360283077e-02,2.124522114e-03,5.848663673e-02,-3.313323110e-02,2.866844647e-02,1.329887211e-01,-4.456934985e-03,5.825045705e-02,-1.705256850e-02,5.229628831e-02,1.227125227e-01,-2.298908681e-02,2.491599414e-03,-5.867079273e-02,8.819710463e-03,1.441024989e-01,-3.308435902e-02,2.505691163e-02,-2.852638625e-02,-9.302005172e-02,7.650455832e-02,5.745303258e-02,3.320489195e-04,-1.437177695e-02,1.354145855e-01,4.111927748e-02,4.672537744e-02,1.003687382e-01,4.456540942e-02,6.782469153e-02,-1.468789857e-02,2.065001428e-02,3.967817873e-02,9.032782167e-02,8.062991500e-02,1.376382168e-02,-3.821819089e-03,5.255223438e-02,1.085339487e-02,-5.217048898e-02,4.310605206e-10,-2.308771014e-02,6.324788183e-02,4.016752169e-02,-6.273075938e-02,2.495935373e-02,-1.115802769e-02,-2.559464891e-03,-3.357429057e-02,-8.524920046e-02,8.012194186e-02,-5.966195464e-02,-3.306157142e-02,-8.957935870e-02,6.476905197e-02,3.093866690e-04,4.211613908e-03,-1.247992069e-01,-8.376356214e-02,-1.291196514e-02,-8.845040947e-02,1.385997236e-01,-3.231772780e-02,1.210403666e-01,-9.893276542e-02,-1.060975045e-01,8.975573815e-03,-6.368215382e-02,4.870603606e-02,-9.552394599e-02,1.974520646e-02,-5.838704109e-02,3.021745384e-02,-7.199817896e-02,-1.302746938e-10,-6.750328094e-02,-2.777546458e-02,-2.377850749e-02,-9.535654634e-02,-3.230225295e-02,4.576347303e-03,2.710321134e-10,-5.409393087e-02,4.957171530e-02,-3.436631337e-02,1.810512692e-02,4.549153522e-02,-5.569034722e-03,-3.353499621e-02,-6.905952841e-02,3.756027669e-02,3.339958563e-02,-3.528097272e-02,2.260863967e-02,-1.226150198e-03,-1.144708842e-01,-5.072826147e-02,-4.846969992e-02,-5.736650527e-02,-5.829668045e-02,-1.043386906e-01,4.377452284e-02,-4.865285009e-03,-4.133636598e-03,2.014606260e-02,4.546634458e-10,-5.572227295e-03,6.878549606e-02,6.695485115e-02,5.204103887e-02,-7.354989648e-02,-6.384563446e-02,-9.527029842e-02,-7.219801098e-02,-1.063256804e-02,-4.505616426e-02,1.427510083e-01,4.694912955e-02,-9.548228979e-02,-1.160627604e-01,-8.156328648e-02,3.233749047e-02,1.450039297e-01,6.189645082e-02,-9.541992843e-02,9.559936076e-02,2.329302952e-03,1.633646339e-02,1.970338374e-01,-5.093609169e-02,-4.039881751e-02,-1.003860310e-02,-4.420571029e-02,1.834363639e-01,2.544119060e-01,2.343607992e-01,-6.881123781e-02,2.477184385e-01,-1.415701807e-01,2.734941840e-01,6.297128648e-02,8.566442877e-02,-3.266219050e-02,1.634970307e-01,5.709548667e-02,2.541297674e-02,6.368042529e-02,2.607221603e-01,3.073498420e-02,-1.223180071e-01,9.890308604e-03,-3.052902408e-02,-5.037379637e-02,-8.972558379e-02,-2.193229645e-02,6.540889293e-02,-4.464651644e-02,8.656613529e-02,4.651755467e-02,-2.832212672e-02,1.060474366e-01,4.540334642e-02,4.825824499e-02,-6.226654351e-02,-3.813371062e-02,-7.119989395e-02,8.757447451e-02,-9.788636118e-02,7.215603255e-03,5.902158469e-02,5.015020072e-02,1.306533068e-01,4.225118086e-02,2.749286219e-02,4.055957869e-02,-1.828060113e-02,-3.406837210e-02,5.458451807e-03,-9.310821071e-03,3.550607339e-02,3.927366436e-02,9.259200096e-02,1.061468665e-02,5.136144906e-02,2.063663118e-02,3.545029461e-02,-7.219857723e-02,4.089168459e-02,1.534069888e-02,1.349143125e-02,-7.315251976e-03,-5.079846364e-03,-1.864566356e-01,-1.145161688e-01,-1.473070495e-02,4.586427007e-03,-7.859669626e-02,2.304809541e-02,2.578608319e-02,-6.424907129e-03,-1.467415094e-01,-2.231453545e-02,2.173645981e-02,3.769086674e-02,-9.509527683e-02,-1.444780231e-01,-4.282074049e-02,4.055967182e-02,7.027825806e-03,4.779770970e-02,1.243664548e-01,1.030571666e-02,1.062602177e-01,7.479845732e-02,1.465958506e-01,-1.445326954e-02,-5.961709097e-02,-6.246709730e-03,1.113320291e-01,-1.110868976e-01,4.945351393e-04,3.840673342e-02,-9.295199811e-02,3.576114029e-02,4.640573636e-02,6.429578364e-02,-9.505158663e-02,-5.123923346e-02,2.788778953e-02,-1.040627807e-01,-9.245725721e-02,-3.011780558e-03,1.130510494e-01,-3.797357902e-03,2.992833778e-02,-4.240974039e-02,3.249777481e-02,-1.250397861e-01,-2.117441408e-02,4.846521094e-02,-6.648927182e-02,-3.810261190e-02,-1.472453494e-02,-4.158608615e-03,-2.731469832e-02,7.671459764e-02,-4.596496746e-02,1.062881760e-02,-1.094039716e-02,-9.484523535e-02,-1.050007716e-01,-8.057004213e-02,1.639463380e-02,-4.808930680e-02,-4.465248063e-02,1.379923373e-01,-1.040480062e-01,-5.348716676e-02,7.071315497e-02,-5.689398572e-02,-9.569630027e-03,4.865693301e-02,3.749140352e-02,1.166851446e-01,5.881613865e-02,-5.334676802e-02,-4.171257839e-02,-6.791794300e-02,1.374614984e-02,2.004565031e-04,6.495887879e-03,1.307413876e-01,3.216137365e-02,5.068115517e-02,-4.827115685e-02,-2.132317051e-02,-3.775550053e-02,7.360278815e-02,-1.687026955e-02,-3.889846802e-02,-7.743136585e-02,-6.626913324e-03,-1.273275819e-02,-3.373304754e-02,-3.198955208e-02,-2.800654061e-02,-2.082042210e-02,-2.297171950e-02,1.252656151e-02,6.162136793e-02,5.731716007e-02,1.145102307e-01,5.558984727e-02,3.768083453e-02,3.093908913e-02,3.396982327e-02,1.215416845e-02,-8.067400008e-02,5.486477166e-04,3.595648706e-02,7.505937479e-03,-5.471511185e-02,2.524760552e-02,-4.768905230e-03,-3.135548159e-02,6.840163469e-02,-1.069192123e-02,2.488982398e-03,-1.751979254e-02,-6.343749911e-02,-8.690795302e-02,-5.538389832e-02,4.380298778e-02,1.628945172e-01,1.350712329e-01,-1.478354819e-02,-3.011956997e-02,-7.367870957e-02,-6.714303046e-02,-5.089172721e-02,2.512734151e-03,-2.160103805e-02,1.309012920e-01,2.447050251e-02,-4.495997354e-02,-1.035363153e-01,-3.853662685e-02,3.762695566e-02,-1.241632737e-02,4.821234941e-02,-5.912238732e-02,4.989194497e-02,4.482758790e-02,-2.982705191e-04,-2.211784758e-02,-1.063736388e-03,1.152509823e-01,3.649589792e-02,2.126255631e-02,-1.816777978e-03,-2.818655455e-03,-5.061634630e-02,-1.313696243e-02,-2.214939333e-02,-2.815312706e-02,-2.093308838e-03,-2.168685943e-02,-2.114212327e-02,4.397204146e-02,9.208535403e-02,3.580611572e-02,4.016561434e-03,-1.265446544e-01,9.565801360e-03,-1.135601103e-02,-4.056859389e-02,-8.173486218e-03,9.806137532e-02,-3.613613546e-02,-2.368079312e-02,1.841010526e-02,3.015366197e-02,2.792372741e-02,4.592205212e-02,-3.147144988e-02,-1.236509681e-01,2.875040844e-02,-2.890650742e-02,6.831962615e-02,-8.001353592e-02,-2.629685774e-02,-8.331201971e-03,-6.640522182e-02,-3.915949538e-02,4.955712706e-02,1.197991148e-02,1.921308227e-02,-2.533468418e-02,-4.099322855e-02,8.963590115e-02,2.452173084e-02,-8.618722111e-02,6.394969672e-02,-5.283346400e-02,-9.652770311e-02,-1.394567933e-10,-8.796045929e-02,-2.201002277e-02,-1.392521262e-01,8.345548064e-02,-4.667660221e-02,-9.098476917e-02,-2.233668603e-02,5.858683027e-03,-1.768257283e-02,-1.707083546e-03,-8.699966222e-02,1.523804851e-02,6.160372868e-02,-4.184232280e-02,-9.310366958e-02,-3.475991264e-02,2.969251387e-02,-4.704342037e-02,-1.342892088e-02,-2.119980380e-02,-4.503774922e-03,2.375859953e-02,2.722772285e-10,1.115651522e-02,2.426769619e-10,1.420719549e-03,3.890955076e-02,2.025099657e-02,6.987711787e-02,-8.274731785e-02,5.778678693e-03,-1.407628208e-01,2.362415381e-02,3.021486476e-02,-2.796232700e-02,-9.019235522e-02,-8.004147094e-04,8.321363479e-02,2.530029044e-03,1.351507846e-03,1.759042405e-02,3.073382378e-02,2.844444476e-02,-5.817322433e-02,4.481642693e-02,8.469804376e-02,1.346761435e-01,7.487169653e-02,-4.764864221e-02,6.921146065e-03,-9.076280519e-03,-1.921600290e-02,1.733477600e-02,-7.710859925e-02,6.060919538e-02,-8.003422618e-02,-3.502336442e-01,-1.180715486e-01,2.430320159e-02,-2.318624556e-01,1.131708967e-03,-1.311195176e-02,-2.495097369e-01,-1.019336134e-01,4.734813049e-02,-8.256669343e-02,-9.881378710e-02,-2.394239008e-01,-3.479644358e-01,-4.503923357e-01,3.292572871e-02,-3.283929229e-01,1.678174436e-01,-4.552958310e-01,-7.228449732e-02,-6.160946935e-02,-6.942306459e-02,-2.340216637e-01,-8.989908546e-02,-9.452321567e-03,-8.948177099e-02,-2.483029515e-01,-9.770938009e-02,1.850833930e-02,4.123254679e-03,-8.264569566e-03,-6.344590336e-02,8.091879077e-03,6.013280526e-02,1.069305167e-01,-9.802774340e-02,-2.167121274e-04,5.445852503e-02,3.737450764e-02,1.671188474e-01,1.816896908e-02,-1.095945686e-01,-1.205475535e-02,-1.066051945e-01,9.680971503e-02,3.236230090e-02,4.010721296e-02,-1.174171045e-01,-8.450565860e-03,-8.802448958e-02,1.414044648e-01,-8.435843629e-04,5.196294188e-02,3.536871448e-02,9.879913926e-02,7.211028785e-02,2.842395380e-02,8.337622508e-03,1.904177517e-01,-8.618196100e-02,1.991524547e-02,3.202165663e-02,-2.317036875e-02,4.953176901e-02,1.214087196e-02,5.840248615e-02,3.360442817e-02,5.259367079e-02,-1.405847371e-01,2.609792165e-02,1.240171641e-01,3.974077478e-02,-1.102924943e-01,5.111248419e-02,6.812179834e-02,-4.650821444e-03,-3.439557925e-02,3.686795756e-02,2.938554436e-02,5.066513643e-02,-6.939685438e-03,-7.097151130e-02,-2.411892265e-02,5.273646209e-03,-1.005351245e-01,6.067234278e-02,1.804929809e-03,-5.505525321e-02,9.770609438e-03,1.229352579e-01,-1.005565152e-01,5.132175237e-02,7.935924828e-02,-8.894227445e-02,-6.364233792e-02,-5.147694796e-02,1.301036179e-01,5.879107863e-02,-8.720669895e-03,-3.501579911e-02,-4.916978534e-03,-5.238593370e-02,1.516989246e-02,4.516673274e-03,9.059162438e-02,1.394811831e-02,1.630418561e-02,5.225427449e-02,2.738605626e-02,1.451972499e-02,3.876172379e-02,-9.919697791e-02,4.146606848e-02,2.520795912e-02,-3.699348122e-02,-8.637465537e-03,-4.978124579e-10,8.738727868e-02,-1.452953219e-01,6.198816746e-02,6.798641384e-02,-6.376925111e-02,1.313179266e-02,5.369833112e-02,1.708192751e-02,2.348328196e-02,-1.101191789e-01,-1.211462319e-01,1.110844985e-01,1.466163546e-01,1.318731457e-01,3.968437016e-02,8.440363407e-02,7.275237143e-02,-3.040549159e-02,9.386456013e-02,1.275423318e-01,1.672707498e-02,1.614272036e-02,-9.844955802e-02,1.000035256e-01,1.939413995e-01,1.118941605e-01,-5.496661365e-02,1.883229762e-01,-9.287247062e-02,3.021530509e-01,1.368929744e-01,-2.428738773e-02,-6.223192811e-02,2.993768454e-01,1.150593683e-01,5.953311548e-02,-5.863824859e-02,1.988235861e-01,4.757977650e-02,-1.936523709e-03,-9.830535203e-02,2.244890481e-02,-2.857313678e-02,7.183475792e-02,2.482330613e-02,6.826171279e-02,2.789845876e-02,1.180414110e-01,-7.124869619e-03,3.724142537e-02,7.515247911e-02,-1.224927511e-02,-7.037903368e-02,-5.718054250e-03,-8.022098243e-02,3.135045245e-02,-3.772239015e-02,-8.505288512e-02,-8.892304450e-02,-3.876705468e-02,1.876410469e-02,1.268925518e-01,2.034163661e-02,-1.301776245e-02,-9.183062613e-02,5.159451067e-02,3.978163004e-03,-7.345665246e-02,-6.055741757e-02,2.823783085e-02,-1.270826310e-01,-3.094228916e-03,-5.869677663e-02,3.589614108e-02,8.682588488e-02,-2.376438119e-02,-2.420521528e-02,2.503282859e-10,7.731261849e-02,6.374983490e-02,8.572071791e-03,8.351898938e-02,1.696258597e-02,-1.550796255e-02,-2.218892239e-02,-1.514994353e-01,-4.241985083e-02,-1.001524460e-02,-9.444635361e-02,6.028192118e-02,9.245716967e-03,-7.011177950e-03,3.206312284e-02,5.586067587e-02,4.009196907e-02,4.495864734e-02,-7.869626582e-02,8.627205342e-02,-2.228184789e-02,-5.608404055e-02,1.109100804e-01,-1.034066454e-01,-6.534887943e-04,3.871528804e-02,1.548154652e-02,5.289392918e-02,2.408370748e-02,4.686952569e-03,1.461809734e-04,-3.074469417e-02,-7.189735770e-02,5.080695823e-02,5.400322750e-02,-2.181583829e-02,-2.782631665e-02,-3.398121893e-02,-3.895447776e-02,5.067490414e-02,2.351102233e-02,6.658018380e-02,-2.752124332e-02,-2.667570114e-02,3.500517085e-02,5.338302255e-02,4.267412797e-02,-1.843239740e-02,1.999924518e-02,-4.396973178e-02,8.015002310e-02,1.321506687e-02,5.923346803e-02,-1.231965725e-03,-6.994601339e-02,1.404281259e-01,-3.992541507e-02,5.190818012e-02,-3.676575422e-02,6.001366675e-02,1.348602027e-01,-2.896572463e-02,-1.426339597e-01,-8.961689472e-02,-3.177125785e-10,8.777039498e-02,-3.298390284e-02,1.861971617e-02,2.745591803e-03,1.142868027e-02,2.958947048e-02,-3.018383123e-02,9.641331621e-03,-5.398660898e-02,-4.778379574e-03,-3.091593646e-02,5.827100575e-02,-1.191362664e-01,-1.029729396e-01,-3.837961331e-02,2.542014979e-02,2.143425681e-02,5.271175131e-02,2.821901441e-02,2.471355721e-02,3.477487341e-02,-4.530663043e-02,3.539857268e-02,1.875645854e-02,1.071808115e-02,-4.323503748e-02,-4.196674749e-02,-3.472719342e-02,3.576296568e-02,1.048057377e-01,8.415033668e-02,-6.879437715e-02,-7.212969661e-02,-1.822257601e-02,-2.425664850e-02,-5.803374201e-02,-3.824673221e-02,-8.172347210e-03,-1.025369093e-01,-3.866109997e-02,-6.866766606e-03,-4.834768176e-02,6.831216067e-02,2.574108727e-02,1.002180669e-02,-4.795533419e-02,1.432424188e-01,-4.922461882e-02,-6.812199950e-03,-5.829862133e-02,-7.703728229e-02,7.990853861e-03,2.818400785e-02,7.273297012e-02,-2.227085270e-02,6.721859425e-02,-2.404484665e-03,-9.831885248e-02,1.013534842e-03,3.026722744e-02,9.976810962e-02,1.382180601e-01,8.683461696e-02,-1.768402755e-02,1.412361115e-01,-1.285083592e-02,3.276098892e-02,2.321574390e-01,3.059219122e-01,1.150815040e-01,-2.813516557e-02,1.471667551e-02,2.097471505e-01,2.443896383e-01,2.879770994e-01,-1.384161562e-01,2.286421806e-01,-4.216607288e-02,3.424659073e-01,1.178617477e-01,8.757254481e-02,-2.938289195e-02,1.830577403e-01,-5.078743771e-02,-7.161225658e-03,4.816167802e-02,2.349477559e-01,1.722157374e-02,9.771051258e-02,-4.524049163e-02,1.828841306e-02,-6.566768140e-02,-9.757385589e-03,-3.541558608e-02,-2.186297067e-02,-3.049599938e-02,5.906629190e-02,-7.197883911e-03,1.833734475e-02,-3.504505754e-02,1.016554516e-02,3.713631630e-02,-3.631449491e-02,2.750588395e-02,4.444020614e-02,7.997776568e-02,-7.316102833e-02,-3.645003214e-02,-2.061661333e-02,-4.906832706e-03,9.734725207e-02,5.669752136e-02,3.349914029e-02,6.938478351e-02,-5.029882491e-02,1.709484681e-02,1.087673828e-01,-8.207590878e-02,2.111022547e-02,9.798971936e-03,-5.004125088e-02,5.295698065e-03,-3.294799477e-02,6.210645288e-02,5.532890186e-02,2.010221630e-01,1.721104980e-01,-1.862056367e-02,6.772767007e-02,-1.227888614e-01,1.010254174e-01,8.023381233e-02,1.719707847e-01,-7.457341999e-02,1.876863837e-02,-1.676984504e-02,1.085411236e-01,3.043221831e-01,1.241803318e-01,-3.116920032e-02,2.511749566e-01,-9.329864383e-02,4.579387009e-01,8.077652007e-02,6.400248967e-03,1.507795694e-10,1.701594144e-01,8.979460225e-03,-5.300424062e-03,-4.362101853e-02,3.166470528e-01,6.360323727e-02,1.336967293e-02,-1.002556756e-01,1.340837497e-02,-4.295150563e-02,2.888959087e-02,-8.918736875e-02,-7.837453485e-02,-4.261630774e-02,4.382241145e-02,-7.761481404e-02,-6.548697501e-02,-8.031688631e-02,5.501550157e-03,-4.787476268e-03,4.208425060e-02,-2.728340775e-02,-8.764949627e-03,3.137460351e-02,8.196447045e-02,-1.147898473e-02,6.670860946e-02,-2.965600870e-04,1.225429922e-01,-7.162222266e-02,3.443649784e-02,1.324701756e-01,-1.315708011e-01,-7.166448236e-02,-1.687788405e-02,1.019790024e-01,-1.957554184e-02,-3.626206890e-02,2.978761122e-02 +biases1 = -3.214567155e-02,0.000000000e+00,-1.933768275e-03,-6.711903960e-02,-2.551071048e-01,-1.777950972e-01,-7.040317636e-03,-3.669447079e-02,-3.084687702e-02,-2.953081578e-02,-4.479811341e-02,2.705705352e-02,-2.488550916e-02,0.000000000e+00,0.000000000e+00,4.136446118e-02,-2.491616309e-01,-2.431233823e-01,-1.064054109e-02,-1.899281740e-01,3.237732220e-03,-3.785481751e-01,-1.539138407e-01,-3.097303770e-02,-8.723693318e-04,-1.269891560e-01,1.773184747e-03,-1.645512320e-02,1.151160337e-03,-2.210145891e-01,-2.910526842e-02,-2.997408621e-02 +weights2 = 5.509577226e-03,-6.016327068e-02,-2.166669630e-02,1.286722571e-01,4.195058644e-01,2.078523487e-01,6.610408309e-04,2.060879767e-01,4.579717293e-03,2.412398532e-02,2.542540133e-01,2.041679472e-01,-4.424347542e-03,-2.399465069e-02,1.231265999e-02,2.182536274e-01,5.802982450e-01,5.068978071e-01,6.433245260e-03,5.231636763e-01,-9.014647454e-02,7.828137279e-01,2.124291360e-01,6.407028437e-02,-2.720011398e-02,2.952818573e-01,6.895333529e-02,1.563336700e-03,4.795571323e-03,4.136649370e-01,-1.042236667e-02,1.314768754e-02 +biases2 = -7.999938726e-02 diff --git a/params/D00147.001.txt b/params/D00147.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..08dcd4253a85e3b9de4335c12701a6007fbec99f --- /dev/null +++ b/params/D00147.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 4.690511823e-01,1.533316230e-08,-3.777597249e-01,-1.857856979e-08,6.251548168e-09,-1.082164847e-08,3.377494506e-09,-4.789262637e-02,2.332772762e-01,-3.191902041e-01,-8.833792061e-02,1.140185191e-08,-2.388294786e-01,-3.859634697e-01,-5.149305426e-09,-1.444885545e-08,-2.538186610e-01,-1.398434701e-08,-2.510789335e-01,-2.944674948e-09,-1.782167480e-08,1.611138778e-08,-1.462952692e-08,-1.889257282e-01,-1.431806386e-01,1.529239267e-01,1.235086247e-01,1.148241768e-08,-1.246407852e-01,-3.088192642e-01,-1.748329481e-08,-1.466730071e-09,-2.139727324e-01,1.522285409e-08,6.656794548e-01,-1.126784666e-09,8.981694499e-09,-1.118695359e-08,-1.983329234e-08,1.384362280e-01,-1.254075319e-01,1.178349108e-01,-1.481847167e-01,-9.792588268e-11,1.704959422e-01,7.228373885e-01,1.173085984e-08,1.867067745e-08,-1.891162992e-01,1.840774061e-10,-2.629616857e-01,-5.948434190e-09,-4.970224676e-09,1.019535478e-08,7.989448214e-09,-1.373959184e-01,-6.415288895e-02,4.636607692e-02,1.506080478e-01,1.126953864e-09,-1.288538426e-01,-3.070180714e-01,-5.004956005e-09,4.239343543e-09,-2.184145153e-01,-1.440661368e-08,-3.106224537e-01,-4.823241806e-09,-2.134879606e-09,1.830223262e-08,1.268303951e-08,-2.665244415e-02,-1.256382316e-01,-3.916890621e-01,-2.067849040e-01,-2.134678745e-08,-5.958354101e-03,-3.219010532e-01,7.665580171e-09,-1.556306017e-08,-1.455549747e-01,5.468497211e-09,-2.119403183e-01,-1.922343529e-08,1.188416920e-08,2.700889068e-09,1.176075859e-08,-4.143047333e-02,-4.069585726e-02,5.209191516e-02,1.622960120e-01,-6.629729210e-09,-1.688988358e-01,-2.332164198e-01,-4.514876917e-09,3.511107183e-09,4.123076200e-01,-1.418680373e-08,6.099270582e-01,-1.591785015e-08,-1.633976687e-08,-3.230090639e-09,-2.031220747e-09,-3.026717575e-03,1.042752638e-01,-1.942407936e-01,-1.126833558e-01,-1.868486521e-08,8.446511626e-02,6.456344724e-01,-9.193721340e-09,7.352551901e-09,-2.318207473e-01,-9.171132298e-09,-3.137776554e-01,-7.761615350e-09,-9.485128238e-09,-2.243331965e-09,9.791645716e-09,-1.644559652e-01,-3.970677778e-02,5.450416207e-01,1.956875175e-01,1.358596347e-08,-2.356136590e-01,-3.696638942e-01,-1.632251667e-08,-2.249765485e-09,-3.083715439e-01,-1.453253962e-08,5.761457086e-01,-6.296690724e-09,-1.577680031e-08,2.382385311e-08,-1.522588278e-08,5.191835389e-02,-1.106653661e-01,-2.972938418e-01,6.679766625e-02,-2.163335511e-09,5.328897834e-01,7.773746848e-01,-1.863792498e-08,2.324202386e-09,-1.070293561e-01,6.761523341e-09,-2.272856385e-01,-6.437316902e-09,3.840503471e-09,4.498612594e-10,-5.879758458e-09,-9.908921272e-02,-1.008319631e-01,5.414870381e-01,2.429830283e-02,-3.919300214e-12,-4.060577750e-01,-3.423402309e-01,-8.716129152e-09,8.591790390e-09,4.102156758e-01,-1.831911289e-09,-2.516710162e-01,5.230198052e-09,-1.840134489e-09,6.230793215e-09,-4.825782884e-09,1.084891856e-01,1.989677101e-01,-2.484915704e-01,-1.878001690e-01,1.511104664e-08,-3.024530411e-01,-3.599084914e-01,-1.687376461e-08,1.769962488e-08,-1.782492101e-01,1.605094369e-08,-3.304158449e-01,7.846058914e-09,1.755346624e-08,-1.900791347e-08,1.921080539e-08,-3.055895567e-01,-8.838851005e-02,1.868076064e-02,1.303311139e-01,-1.544276351e-08,-1.490491778e-01,-3.602234721e-01,-1.672408345e-08,3.706514873e-09,5.050637722e-01,-9.355267672e-09,-1.214883924e-01,2.263258692e-09,2.093023310e-09,-1.229362168e-09,6.351130732e-09,2.002971619e-01,3.108474910e-01,-2.452582568e-01,5.719901621e-02,-1.725012844e-08,-4.129570127e-01,-2.766472101e-01,-4.495401829e-10,-6.883904557e-09,-1.985954493e-01,1.850285614e-08,-1.277526617e-01,1.557088858e-08,-1.174015640e-08,-9.899175701e-09,-1.018706186e-08,-1.917877197e-01,-2.313064039e-01,1.587183774e-01,-3.610371053e-02,4.775185136e-09,-1.973283142e-01,-3.289210051e-02,1.143779205e-08,4.310431567e-09,-2.680654526e-01,-1.599831201e-08,-6.108867750e-02,5.291826977e-10,-1.885719669e-08,-1.271429806e-08,2.255499787e-08,-2.070825780e-03,-8.585666865e-02,3.188634058e-03,-9.778495878e-02,2.097693930e-08,6.610921621e-01,-7.787977159e-02,3.190554265e-09,-1.561775065e-08,-2.229984403e-01,5.099523914e-09,7.761944830e-02,-1.924849080e-08,-2.344161665e-08,2.272202648e-09,1.076849898e-08,-2.468900532e-01,-9.296040237e-02,8.344725519e-02,1.109766960e-01,-9.264734757e-09,-3.679257333e-01,1.001136228e-01,2.329262294e-08,-1.799435090e-08,-2.818995528e-02,-3.190432141e-09,-1.669907868e-01,-1.619426726e-08,-1.454632503e-08,8.223868697e-09,-1.221802437e-09,-2.805878967e-02,-1.163859591e-01,-2.215616964e-02,-5.038115010e-02,1.790679960e-08,-4.448767900e-01,7.761195302e-02,-3.871545307e-10,-5.821795934e-09,5.987882987e-02,-2.129465493e-08,1.305089891e-02,1.752457379e-08,-1.039574560e-08,7.040429129e-09,-8.731462664e-09,2.314847894e-02,-8.802508935e-03,2.132448182e-02,2.251890302e-01,7.248235345e-09,-3.245680630e-01,-1.459206641e-01,3.167148765e-10,1.642273162e-08,-2.565559186e-02,4.269207654e-09,5.993915349e-02,1.885721801e-08,-2.156385313e-11,-2.805868871e-10,-1.800673743e-08,-6.417145580e-02,1.023181342e-02,-1.138713956e-01,-3.072907627e-01,-3.031545903e-09,7.967212796e-01,-6.899335235e-02,1.915057091e-08,2.314060232e-08,-1.931421012e-01,-7.339341135e-09,-1.354851425e-01,1.038823427e-08,1.247886461e-09,-1.572828268e-08,8.009000130e-10,-1.696057767e-01,1.429513190e-02,1.129736677e-01,1.672974825e-01,-1.602056487e-09,-3.448779583e-01,-1.433299333e-01,-1.281339568e-08,1.561128649e-08,-1.125625372e-01,5.753550081e-09,-7.381312549e-02,1.949113049e-08,5.125707414e-09,1.746701228e-09,-1.861580401e-08,8.132448047e-02,-3.839319944e-02,-1.036892179e-02,1.498296112e-02,1.181598908e-08,9.139024019e-01,9.174967185e-03,-8.341782820e-10,-1.321423415e-08,-2.094080672e-02,-8.006024288e-09,2.841288596e-02,-1.883536704e-08,1.617420153e-08,-6.585895829e-09,-1.865302401e-08,-2.179438919e-01,-1.367794126e-01,-1.805376634e-02,2.050907016e-01,-1.900728286e-08,-3.226191103e-01,-3.132215003e-03,-1.017997597e-08,6.436477573e-09,5.177068710e-02,3.133316495e-09,-4.744232073e-02,-1.046672171e-08,1.723864829e-09,-3.160703033e-09,1.337732236e-08,5.986021087e-02,2.024255544e-01,-6.771859527e-02,-2.887861729e-01,1.670787064e-08,-4.674235284e-01,-1.546473205e-01,-2.464760174e-09,1.168001251e-08,-1.045434326e-01,-1.089535395e-08,-1.414867640e-01,5.300902384e-09,-2.532478582e-08,-5.824658533e-09,3.235645085e-10,-1.722346544e-01,-1.259103119e-01,9.437695146e-02,1.018208861e-01,-1.739896405e-08,-4.481380880e-01,-1.337524801e-01,-9.937187073e-09,2.241584518e-08,1.048252136e-01,7.211306663e-09,-5.206333473e-02,-1.514898251e-08,1.693386231e-08,-8.531679363e-09,1.198665434e-08,-3.044759482e-02,-2.754805842e-03,1.239145920e-01,-4.535887274e-04,-2.388438780e-08,-1.593459398e-01,-1.102390960e-01,-1.397587646e-08,-8.935543860e-09,1.476142555e-02,-1.881432965e-08,-1.238907278e-01,-9.230463505e-09,-1.994341803e-09,1.620982637e-08,6.754143467e-09,-1.669376642e-01,-5.321280286e-02,-1.619214267e-01,4.845797643e-02,-5.862471841e-09,-4.500897229e-02,-1.192428991e-01,-1.092417889e-08,-1.301709851e-08,-1.966590285e-01,1.902491320e-08,9.391067177e-02,2.690879741e-09,2.633967044e-09,-1.755473988e-08,-8.687685238e-09,8.073481172e-02,-5.973876268e-02,-1.336841732e-01,-2.269080430e-01,-1.755107393e-09,-7.254590094e-02,1.399776619e-02,1.179272591e-08,3.351570799e-09,-1.141045615e-01,1.341984923e-08,-1.511795670e-01,-1.387695736e-08,2.222141360e-09,-7.047462613e-09,5.448423490e-09,-1.276383996e-01,1.626602560e-02,1.704845130e-01,2.108665705e-01,6.631837746e-09,-4.818270728e-02,-6.945994496e-02,1.865493715e-08,7.353511133e-09,-6.512072403e-03,-7.729757279e-09,-1.765626371e-01,-1.950206219e-08,1.382023651e-08,2.594527437e-08,1.066430677e-08,3.472241107e-03,-5.362967029e-02,1.652657241e-01,1.324340403e-01,-1.398023564e-08,-1.254040599e-01,6.852427125e-02,1.036063235e-08,-1.214033984e-09,-3.920590878e-02,1.064629718e-08,-3.233507574e-01,-9.166252646e-09,2.131732346e-09,-2.726813220e-09,-2.164870366e-10,-2.690084875e-01,-1.517235637e-01,-9.442538023e-02,9.650576860e-02,4.591363290e-09,-2.093703896e-01,1.338324994e-01,6.324633706e-09,-1.782534120e-08,-1.458394080e-01,5.732890163e-09,5.588522553e-01,-1.753328682e-08,-5.538318693e-10,-1.126901683e-08,6.107755635e-09,1.941768676e-01,1.638981253e-01,-2.140699923e-01,-3.792108595e-01,-1.756145984e-08,1.239638180e-01,-2.242384404e-01,1.331715715e-08,7.396857793e-09,2.636051737e-03,1.556619544e-08,-2.917810678e-01,1.760379176e-09,-1.053167065e-08,1.175275077e-08,1.477801082e-08,-1.718326360e-01,-5.442282185e-02,1.421191394e-01,1.839622855e-01,-8.855310263e-09,-1.100867242e-01,-2.688196599e-01,1.372200664e-08,1.895014101e-08,-2.380346954e-01,-1.920404813e-08,2.053874359e-02,-3.567392826e-09,-1.246634129e-09,6.535674668e-09,-1.761958934e-08,2.849418297e-02,-1.691734642e-01,3.198670149e-01,1.130958125e-01,6.428486632e-09,-2.053525746e-01,-5.869959295e-02,-1.928824389e-08,-1.677774186e-08,-8.269164711e-02,6.277205866e-09,-2.018681765e-01,-1.724720278e-08,-1.171375619e-08,2.791978382e-08,-1.134448357e-08,-2.521641254e-01,6.222159043e-02,-1.922697872e-01,1.158176456e-02,9.728473582e-10,-2.264606953e-01,-9.603152424e-02,8.421467079e-09,-1.257053217e-08,-3.282539919e-02,-7.432090943e-09,2.779933214e-01,9.434672599e-09,-1.419874884e-08,-1.833807062e-08,-9.021298375e-09,2.919476926e-01,1.315878034e-01,-3.274761736e-01,-3.585441411e-01,6.468942271e-09,3.107341826e-01,-1.900802851e-01,8.229124049e-09,2.317136882e-08,1.618342400e-01,3.864391029e-09,-3.363731503e-01,-5.924054580e-10,-3.230652412e-09,-3.470101761e-09,-2.337323668e-10,-3.110008240e-01,-1.215576679e-01,1.980176717e-01,2.681654990e-01,1.177007114e-08,-2.009246796e-01,5.602851510e-02,-1.889166690e-08,1.160858432e-08,-1.200772263e-02,-5.295353045e-09,5.484126136e-02,-2.228136786e-08,3.285680616e-10,1.121441162e-08,-8.300681920e-09,1.901242509e-02,3.015016615e-01,3.889457881e-01,2.529971302e-01,-1.175819664e-09,1.946137995e-01,-3.048272729e-01,-1.158529539e-08,-8.155474518e-09,-1.303689629e-01,4.046288193e-09,-7.689466327e-02,-5.136363779e-09,-3.048293909e-11,8.761830372e-09,7.229850052e-09,-2.325174212e-01,-6.817464530e-02,-1.317291856e-01,-1.168721020e-01,-5.804286385e-09,-1.274070144e-01,4.125790298e-02,1.018370011e-08,1.781457470e-08,4.760181531e-02,9.729284045e-09,-2.757011913e-02,-2.041819336e-08,-2.513375286e-08,-8.983495725e-09,-1.773036651e-08,2.247000933e-01,-1.928057075e-01,-2.931435704e-01,-1.446477026e-01,-1.857282861e-08,4.701822624e-02,4.335257411e-02,1.149615247e-08,3.021366624e-08,-9.270861745e-02,1.137279781e-08,-1.848190874e-01,-8.599464252e-09,6.599117253e-09,1.950867379e-08,9.904112197e-09,-2.592489123e-01,-1.362609267e-01,3.750228882e-02,4.601844773e-02,-7.248984968e-09,-4.419063926e-01,-6.737199426e-02,1.005760897e-08,3.268650017e-09,1.125321910e-01,2.177345110e-10,-5.127617344e-02,-9.997381589e-09,-1.550481826e-10,-1.807392458e-08,3.307693008e-09,1.697746664e-01,-1.365216970e-01,3.878083527e-01,4.174498916e-01,-1.006541428e-08,8.817426115e-02,8.165331930e-02,3.073222787e-09,1.843013742e-08,-1.779614836e-01,-4.178742241e-09,1.228631474e-02,1.560556662e-08,2.997208925e-09,-1.331616595e-08,6.203430214e-09,-1.368034482e-01,1.717031896e-01,-3.999844193e-02,-3.101534247e-01,7.105004141e-09,1.353970915e-02,-4.359600544e-01,2.106599162e-08,4.561495626e-10,-3.574918723e-03,7.781845390e-09,-1.193116233e-01,3.715906916e-09,-1.298617835e-08,-1.812751016e-08,-6.091844806e-09,-2.555548027e-02,-7.750403136e-02,-1.443067342e-01,-1.793830991e-01,1.775458180e-08,-3.269492090e-01,2.889209986e-01,-1.687166851e-08,-6.674280240e-09,-1.223158613e-01,1.376820169e-08,-7.509378344e-02,7.963198989e-09,-1.946045991e-08,-1.293069563e-08,-6.512720585e-09,-2.536441684e-01,-6.296487898e-02,-1.987869292e-01,1.123668849e-01,1.279422523e-08,-1.000639200e-01,-2.220336497e-01,1.407263728e-08,-1.384131032e-08,-1.529067941e-02,2.063425653e-09,-5.500034615e-02,1.483092937e-08,-8.374131610e-09,-3.624545331e-09,1.053807530e-08,5.166598409e-02,1.883546859e-01,5.560189486e-01,-1.691919267e-01,1.154283247e-08,-1.038448960e-01,2.747015096e-02,1.697284624e-08,-1.805290673e-08,-6.728019565e-02,-1.014625273e-08,-1.639742255e-01,1.227469060e-08,-3.947021820e-09,1.565222085e-08,-1.967364049e-08,-1.796902567e-01,-1.440933198e-01,-1.267863214e-01,-6.828954816e-02,-1.693934992e-09,-2.392066456e-02,-7.857654989e-02,1.611394351e-09,-1.224168233e-08,-3.006297722e-02,-7.900036181e-09,1.109005660e-01,-1.762822066e-08,1.140421890e-08,-1.550479389e-08,1.129066707e-08,-1.383657604e-01,-1.633823961e-01,-3.833334148e-01,2.372928113e-01,-1.569780572e-08,1.885262877e-01,1.776331663e-01,-7.911242328e-09,7.189598694e-09,-7.618600875e-02,3.692812056e-09,-1.270107478e-01,-1.678516703e-08,1.581966913e-08,9.106101651e-09,-2.848293379e-09,2.213103138e-02,1.746677235e-02,-4.423552752e-02,4.026831314e-02,3.477888866e-09,-3.855171800e-01,-4.143754542e-01,-3.609355703e-09,-9.508483778e-09,-9.239452332e-02,4.988343516e-09,-5.777407810e-02,-1.450921161e-08,1.700921182e-08,6.562494992e-10,-1.878287925e-08,-2.721005864e-02,-9.336843342e-02,1.881220788e-01,-1.629167050e-01,-2.243397823e-08,-8.364535123e-02,2.349870056e-01,8.290238718e-09,1.421901885e-08,-8.224185556e-02,1.478175538e-08,-1.457204018e-02,-1.929680771e-08,-2.479434436e-08,-3.043976404e-09,-1.675398265e-09,-1.185237467e-01,-1.245278306e-02,-1.982544065e-01,1.362840086e-02,4.167324708e-09,-1.861432791e-01,-7.340795547e-02,9.187945960e-10,1.754296441e-08,-3.105854150e-03,-2.500150664e-08,-4.684915766e-02,9.840928961e-09,-1.142943784e-08,-9.161099435e-09,-1.131584071e-08,-2.305984348e-01,-5.366377160e-02,1.935087889e-01,-4.867497683e-01,6.858291268e-09,2.062166184e-01,-4.053638503e-02,8.760844494e-09,1.307105446e-08,-1.029315777e-02,3.597300902e-09,-1.136215329e-01,1.710329833e-08,7.130858126e-09,9.751624397e-09,-7.525792434e-09,1.367059499e-01,6.147800386e-02,-1.852196902e-01,6.879935861e-01,1.400086536e-08,-2.639188766e-01,-4.120153487e-01,-1.125194871e-08,1.524968418e-08,-6.268013269e-02,1.459134147e-08,9.305977263e-03,-3.077666788e-09,-6.870743530e-09,-1.824845342e-08,-1.051519405e-08,-3.143681884e-01,-1.830058098e-01,2.221491337e-01,-5.002702028e-02,-1.508717951e-08,1.011082083e-01,-2.420818508e-01,1.503035030e-08,-1.464319110e-09,-5.348588899e-02,1.359588442e-08,4.280084372e-02,-1.618645662e-08,-1.104893776e-08,-1.209289024e-08,-9.650229060e-09,-2.957878113e-01,-1.559994221e-01,-5.200463533e-02,4.356278181e-01,-1.333237254e-08,-7.066869736e-02,-1.960597038e-01,1.252744752e-08,1.388002335e-08,1.450666487e-01,-1.160476337e-08,-1.209715009e-01,-2.251048237e-08,1.914485992e-08,-1.197613830e-08,-9.708818638e-09,6.253995299e-01,1.999245435e-01,-3.615142405e-01,-4.021186829e-01,-5.148164117e-09,-2.446402460e-01,2.572841346e-01,3.375641766e-09,-2.825088830e-09,-2.194550633e-01,1.754969148e-08,-1.633096784e-01,1.052166798e-08,1.922460235e-08,7.976029615e-09,-1.729211663e-09,-2.539297938e-01,3.484889865e-02,1.863734126e-01,6.711007655e-02,-2.027792378e-09,-1.095582023e-01,-1.024980545e-01,-3.192982989e-09,6.514746520e-10,-8.699385449e-03,1.254267534e-08,-1.466431171e-01,3.456180009e-09,-1.069826805e-08,-1.454588983e-08,-1.480385947e-08,-2.333093733e-01,9.851032495e-02,2.241381444e-02,-1.607961655e-01,1.431013263e-08,1.894414797e-02,-7.889732718e-02,-4.721920188e-09,2.289099355e-09,-1.384620667e-01,-1.040831510e-08,-1.126205847e-01,1.471367117e-08,1.158942808e-08,2.031240287e-09,2.837723834e-08,-2.848887146e-01,-5.350340530e-02,-3.853634372e-02,2.325886488e-01,-9.431168735e-09,-6.182164699e-02,-1.355651766e-01,-1.696193941e-08,-5.860488539e-09,-1.097508799e-02,1.302419594e-08,9.639374167e-02,1.676389871e-08,-5.927679236e-09,-1.019840479e-08,4.947542376e-09,5.854315758e-01,3.883843776e-03,-3.314182535e-02,-1.933812201e-01,-1.142981798e-08,-2.447289228e-01,2.147676200e-01,-1.180818998e-08,-1.858418663e-08,-3.233654052e-02,1.104715253e-08,-6.926813722e-02,-9.254115252e-10,2.455414316e-09,-8.149164010e-09,-5.180449403e-09,-3.075752556e-01,-1.526084393e-01,4.573197663e-02,1.619611830e-01,3.477657939e-09,-3.692363575e-02,-2.854739428e-01,-4.032553402e-09,-8.883541902e-09,1.937041730e-01,-1.642596281e-08,-7.843609899e-02,1.554282925e-08,-4.545456900e-09,-5.332152053e-09,-1.431030627e-09,6.174311638e-01,-1.438708007e-01,1.305896342e-01,-5.342852697e-02,8.890309822e-09,-1.868161112e-01,-3.512145951e-02,7.276090397e-09,4.679246768e-09,-2.711639404e-01,3.768969581e-09,-9.749197960e-02,-1.423185791e-09,-7.334569840e-09,4.446895741e-09,-1.550621143e-08,-2.471197844e-01,8.901291341e-02,-8.768954128e-02,1.235630587e-01,-6.270188369e-09,-2.175957710e-01,5.028861389e-02,-1.706575503e-08,1.168476960e-08,-2.622604929e-02,1.672446182e-08,4.889567196e-02,-4.252271868e-09,-1.686920825e-08,1.967479291e-09,8.092343684e-09,-2.861838341e-01,-4.763046652e-02,-8.135643788e-03,-1.808511764e-01,9.240613608e-09,-5.518594757e-02,2.051345818e-02,-1.073195044e-08,-1.980042130e-09,-8.976016939e-02,-3.503053403e-10,-1.094333827e-01,-9.545376933e-09,-9.907325627e-09,1.508264091e-08,-9.001760226e-09,-3.276299536e-01,-8.443778497e-04,-3.519237414e-02,1.449593008e-01,-1.355491452e-08,1.340778768e-01,-3.244971633e-01,9.771524923e-09,-1.298763674e-08 +thresholds = -7.861539721e-01,-1.241743303e-04,-9.662521482e-01,-1.978454675e-04,-2.597423154e-04,-2.478438255e-04,-1.846854720e-04,-9.966427088e-01,-4.393748045e-01,1.440718397e-02,1.705394387e-01,-1.594630448e-04,-1.329253197e+00,-1.175330162e+00,-2.098472032e-04,-1.742880413e-04 +weights1 = 1.904069930e-01,1.282378137e-01,-3.232500516e-03,1.179005802e-01,-3.691526875e-02,3.795658648e-01,3.353700449e-04,1.541911066e-01,3.017997444e-01,4.871284217e-02,-1.350899227e-02,1.423102915e-01,2.619630098e-01,2.109090090e-01,-7.032134384e-02,2.626811899e-02,1.923739016e-01,4.104584083e-02,2.918995544e-02,-1.069669649e-01,5.288878828e-02,-1.712466776e-02,1.399689466e-01,3.871582747e-01,2.070822567e-01,-7.623120397e-02,9.423025697e-02,5.113920197e-02,1.008577943e-01,-1.179324463e-02,1.454085261e-01,6.152093410e-03,3.932679072e-02,7.156263106e-03,-5.493170023e-02,-7.940433174e-02,9.848724306e-02,-8.726697415e-03,2.279362082e-02,7.164048404e-02,9.103475511e-02,8.632597327e-02,-5.969656631e-03,-7.303060265e-04,9.247400612e-02,5.841588974e-02,-1.332285106e-01,1.290560700e-02,6.828047335e-02,3.319841344e-03,2.469188347e-02,8.249913342e-03,7.454788685e-02,5.642363057e-02,-8.585197479e-02,-5.603862926e-03,-8.423221298e-03,-3.610438854e-02,9.258498996e-02,-2.146796137e-02,6.137032807e-02,1.464712061e-02,5.815315992e-02,-5.138395354e-02,-3.199557215e-02,2.089594752e-01,-1.292075310e-02,8.797218092e-03,3.018072061e-02,3.788681235e-03,4.179558903e-02,2.395393327e-02,1.873585954e-02,-5.170789361e-02,3.751447052e-02,2.595578693e-02,-1.135882810e-01,5.705332756e-02,3.597151861e-02,6.534282118e-03,2.872383455e-03,7.307314314e-03,-5.070320517e-02,1.055504754e-02,-1.396130119e-02,-2.102104574e-02,7.246179879e-02,-2.741741389e-02,-5.191546679e-02,-1.336511411e-02,3.192612156e-02,5.068191886e-02,-1.383273024e-02,-1.631363481e-02,7.219716907e-03,1.733810827e-02,4.865177348e-02,6.971123815e-02,-1.036175117e-01,-1.709307730e-02,-5.856864527e-02,-8.017531782e-02,7.048454881e-02,-2.737083286e-02,-5.502213165e-02,-4.517653584e-02,-5.188050121e-02,2.629517205e-02,-4.519783333e-02,-3.803519532e-02,5.921331421e-02,-4.576275498e-02,2.611753903e-02,-4.143401235e-02,5.559903756e-02,6.304071099e-02,-6.173351780e-03,-6.038560066e-03,6.993383169e-02,5.657920614e-02,-3.089105710e-02,-6.411095709e-02,-5.351915583e-02,-3.809538856e-02,4.414391518e-02,-3.557008132e-02,8.870967664e-03,3.352962434e-02,8.196510375e-02,1.957101971e-01,-1.409304440e-01,1.339809448e-01,-1.142725870e-01,3.437815607e-01,-2.847080305e-02,2.984879911e-01,2.804482877e-01,1.795444041e-01,2.219410241e-02,1.729571074e-01,3.096412420e-01,2.064088881e-01,-2.876133658e-02,-9.712003917e-02,1.551515013e-01,-1.329641789e-01,1.195939258e-01,-1.092127636e-01,2.114056051e-02,8.865046315e-03,7.288485765e-02,2.520331740e-01,1.762026399e-01,-5.743892863e-02,1.598573029e-01,-3.009083308e-02,1.576522887e-01,-5.137432739e-02,7.278395444e-02,8.180396259e-02,6.185428798e-02,5.110131577e-02,1.925864816e-02,-1.225498598e-02,-4.024659842e-02,2.142826319e-01,1.049117744e-01,-2.219194174e-02,6.578216702e-02,1.349345595e-02,-1.185483881e-03,1.983520836e-01,9.628315270e-02,1.140397489e-01,7.067890465e-02,2.255542576e-02,8.096582443e-02,-1.794568636e-02,5.872874334e-02,6.594938040e-02,5.516964942e-03,-1.706643030e-02,1.182334051e-01,1.042715460e-01,3.374557197e-02,-6.140233018e-03,4.166715778e-03,2.495520748e-04,7.581957430e-02,-2.070279606e-02,1.614356041e-01,4.153456166e-02,-2.644875273e-02,-7.354065031e-02,-2.652823366e-02,-3.698755428e-02,4.256061837e-02,-2.376637980e-02,-6.159836426e-02,-6.800596416e-02,-5.001214147e-02,-1.569778323e-01,1.972500794e-02,-9.566087276e-02,-3.349328414e-02,-6.127297878e-02,-1.493610740e-01,-4.949429259e-02,-5.177544057e-02,3.984478116e-02,-8.231574669e-03,1.129691154e-01,1.029484812e-02,-8.702835999e-03,-4.475859553e-02,-2.589543723e-02,-9.179023094e-03,5.263004079e-02,-3.772056848e-02,7.290010899e-02,5.840168521e-02,-1.436089724e-02,-3.081712499e-02,-8.300334960e-02,5.234012753e-02,-2.383614145e-02,1.557160448e-02,2.089522406e-02,-3.427815065e-02,7.517919689e-02,6.654293090e-02,6.308956537e-03,-2.469954779e-03,-1.217343565e-02,-1.176710874e-01,4.745260626e-02,-2.502028272e-02,-3.536143340e-03,5.167190731e-02,1.862216275e-03,-5.665219203e-02,5.893093720e-02,1.013321280e-01,2.051007561e-02,3.252307698e-02,3.573711589e-02,1.945326664e-02,1.243153238e-03,5.308672041e-02,1.177495867e-01,-2.178756148e-02,-8.539830893e-02,-3.638143092e-02,-9.987804294e-02,-8.089167066e-03,1.627456397e-02,9.999104589e-02,2.872389928e-02,5.356049165e-02,4.007476196e-02,1.700251400e-01,-2.621709555e-02,2.835965157e-02,-3.090047091e-02,-3.525407985e-02,-9.364899993e-02,-1.200070754e-01,-2.036767825e-02,4.022211302e-03,-1.503663789e-02,6.370233744e-02,3.921716008e-03,4.906985487e-05,-1.005977020e-02,5.118911341e-02,3.915070370e-02,-4.983680695e-02,1.621013135e-02,-3.404023126e-02,1.754962653e-02,3.194374591e-02,1.399078593e-02,1.916338503e-02,-2.860732190e-02,9.746618569e-03,5.074504763e-02,9.697076678e-02,-6.677301973e-02,3.224131837e-02,6.278928369e-02,-4.475478083e-02,-2.148471400e-02,-1.527922787e-02,7.584807463e-04,-1.119734421e-01,1.190525666e-02,8.061202615e-02,5.327616353e-03,4.763699137e-03,1.987663843e-02,-9.355276823e-02,-6.649478525e-02,8.409201354e-02,-1.539390720e-02,6.706713885e-02,-7.521016151e-02,-4.070255905e-03,-4.107347503e-02,-5.587048084e-02,-3.307335451e-02,2.699940465e-02,-8.199958503e-02,-5.398083944e-03,-1.124212518e-02,-9.736910462e-02,-7.513137162e-02,5.161367729e-02,-4.617384821e-02,-2.552832477e-02,1.045952179e-02,-3.599987552e-02,2.012365498e-02,2.024827152e-02,-1.937787235e-02,-2.069981955e-02,-6.857994199e-02,-4.367277399e-02,6.520487368e-02,-1.970019192e-02,-5.161019415e-02,-4.869171605e-02,-7.017422467e-02,7.776998729e-02,-6.738682836e-02,8.566535078e-03,3.133421391e-02,9.384791367e-03,-2.952898666e-02,4.039447755e-02,8.746943623e-02,-6.448004395e-02,8.588384092e-02,-5.787889287e-02,2.412024885e-03,7.070674002e-02,-2.253385074e-02,3.688327968e-02,-4.032146931e-02,-9.495944716e-03,1.086334810e-01,6.574704498e-02,1.697307103e-03,-6.609010696e-02,2.264962159e-02,1.131641399e-02,8.066671342e-02,5.962798744e-02,-8.174549788e-02,1.981257834e-02,2.508662269e-02,-5.390449241e-02,2.943266369e-02,-6.343769282e-02,-8.560205810e-03,-1.026420202e-02,1.179994717e-01,-6.946380436e-02,2.678036876e-02,-6.556298584e-02,-8.148177713e-02,-3.998432681e-02,-1.721302047e-03,8.388976566e-03,-8.578103036e-03,-7.688543294e-03,-9.481541812e-02,4.051394761e-03,3.473138809e-02,-1.284850240e-01,8.590819314e-03,7.150783390e-02,5.252823234e-02,-6.444915384e-02,-4.239455331e-03,1.120101586e-01,1.585089415e-02,-5.031311885e-03,6.546631455e-02,4.278552160e-02,-1.393184904e-02,-3.641342744e-02,-1.154854428e-02,-8.707544953e-02,-3.502672166e-02,-1.407104284e-01,-7.440087199e-02,-1.067635231e-02,5.790800974e-02,-2.690918744e-02,-6.810820103e-02,5.281798914e-02,-1.218836522e-03,8.458040655e-02,2.731721662e-02,2.196089178e-02,-1.008546054e-01,7.014784217e-02,5.117303878e-02,9.311790019e-02,-1.497571617e-01,-5.096599087e-02,-6.148509309e-02,4.431008920e-02,9.258915484e-02,6.817792356e-02,6.049826625e-04,-2.569482662e-02,5.503134802e-02,-1.006754190e-01,-5.660456792e-02,6.983628869e-02,-5.740037933e-02,-1.873245649e-02,1.364839263e-02,4.034868255e-02,-4.121325538e-02,6.269150972e-02,4.886082932e-02,1.050354075e-02,-5.521260947e-02,2.094857208e-02,6.839360297e-02,-2.319098078e-02,-7.721425593e-02,5.056700110e-02,4.746219888e-02,1.170727611e-01,3.064657748e-02,2.095697634e-02,-3.359778598e-02,1.261356175e-01,2.461202908e-03,-9.107124992e-03,-5.974978581e-02,4.340881482e-02,2.482150123e-02,-3.985762596e-02,1.591507345e-02,2.542459369e-01,1.805471927e-01,-8.474683762e-02,5.216529220e-02,-2.773755230e-02,3.592246175e-01,-9.235697985e-02,2.259989828e-01,1.691766530e-01,1.530047208e-01,-7.295102626e-02,2.224287391e-01,3.602883816e-01,2.143322974e-01,1.635648683e-02,-1.358178705e-01,2.306805849e-01,4.916235805e-02,-1.794915646e-02,-1.365370117e-02,-6.060061231e-02,1.828615554e-02,1.713839769e-01,2.895540297e-01,2.829358280e-01,1.236503478e-02,1.427348554e-01,-2.978685126e-02,2.404531538e-01,-7.648029178e-02,1.654244810e-01,6.181838363e-02,3.091143072e-02,8.644678444e-02,-1.237065420e-01,4.315376654e-02,4.644998908e-02,2.291941643e-01,2.663005702e-02,5.848669633e-02,1.388792843e-01,-1.693234779e-02,-1.832154579e-02,1.051122695e-01,2.495448887e-01,1.848949492e-01,-4.481735826e-02,-2.260661498e-02,4.355154186e-02,1.478030253e-02,4.778357968e-02,3.767852485e-02,3.652644577e-03,-1.561788172e-01,8.844644576e-02,1.848557740e-01,1.170802414e-01,7.364396006e-02,-1.021897700e-02,1.042030081e-01,3.396100178e-02,-3.139545675e-03,3.170731291e-02,1.501391679e-01,1.871225089e-01,2.202776819e-02,-4.809612036e-02,-6.168623641e-02,8.722790517e-03,1.601890773e-01,-1.809857041e-02,1.482674181e-01,9.868162125e-02,5.310559645e-02,-2.162999474e-02,1.286000162e-01,2.947565019e-01,2.090679258e-01,-2.610336244e-02,-8.669052273e-02,2.231640518e-01,-4.202576529e-04,1.749438979e-02,-4.062239826e-02,2.227666229e-02,-1.163504124e-01,1.462542824e-02,1.937993914e-01,2.767480910e-01,-3.220192343e-02,1.266782880e-01,3.121281043e-02,1.448995322e-01,-3.607164323e-02,1.022593081e-01,-4.765745252e-02,-8.715513349e-02,6.525563449e-02,1.066597458e-02,6.937082391e-03,-4.955039173e-02,-1.101121008e-01,6.612478942e-02,-1.754479832e-03,-9.893871844e-02,-7.408633828e-02,-2.994295582e-02,-1.692100987e-02,1.303223614e-02,-9.953335673e-02,2.612382174e-02,8.597140200e-03,3.124315850e-02,-1.354706753e-02,5.610520020e-02,-1.021112576e-01,5.354063213e-02,-4.725544155e-02,-5.081706680e-03,4.610796273e-02,-8.111014962e-02,-6.629004329e-02,2.828233317e-02,-3.025141545e-02,-2.550166333e-03,1.627914235e-02,-4.309660755e-03,7.489427924e-02,-2.030903697e-01,-1.299159080e-01,4.215579107e-02,-1.138172522e-01,-2.684980631e-02,-4.317575097e-01,1.094886959e-01,-1.411434412e-01,-1.156176627e-01,-2.058378160e-01,-1.416768581e-01,-2.797460258e-01,-3.862915039e-01,-3.105443120e-01,8.562497050e-02,5.982893705e-02,-3.549321294e-01,5.987539887e-02,1.958689280e-02,1.037475318e-01,6.276995689e-02,-3.297097981e-02,-2.211132944e-01,-4.901155829e-01,-1.755828112e-01,2.792125940e-02,-3.923564404e-02,2.467520162e-02,-1.089827046e-01,-7.390439510e-02,-9.357646853e-02,-1.559341326e-02,-6.576600671e-02,-5.153837055e-02,5.612558499e-02,3.451232240e-02,-6.647926290e-03,-1.228431836e-01,3.649114445e-02,2.615625225e-02,1.100649871e-02,-1.893487759e-02,4.505467415e-02,-3.133165464e-02,-6.912231911e-03,-8.584002405e-02,1.354478393e-02,-4.856218770e-02,3.128239186e-03,-8.636252955e-03,5.204642192e-02,-3.099499457e-02,5.780996382e-02,-1.088998187e-02,-4.816058208e-04,-7.869258523e-02,-1.118003279e-01,-1.346252672e-02,5.232344195e-02,7.012300193e-02,-7.480807602e-02,4.824737087e-02,-6.712319702e-02,-1.266806573e-01,-2.662822902e-01,-1.132453382e-01,1.026182324e-01,-1.091509908e-01,1.175638139e-01,-4.294930398e-01,-1.481250301e-02,-2.197931111e-01,-2.245748788e-01,-2.213206887e-01,-1.228730530e-01,-2.804254591e-01,-3.688236773e-01,-3.834133744e-01,1.556454599e-02,4.511447251e-02,-2.543925941e-01,2.821445093e-02,1.676089875e-02,1.402967982e-02,-2.517348342e-02,-1.591987535e-02,-1.293654293e-01,-4.592287540e-01,-2.238447368e-01,-1.027198043e-02,-8.851039410e-02,2.057636715e-02,-6.516788900e-02,4.901767895e-02,-9.169417620e-02,1.761868363e-03,-2.538979612e-02,-1.307595149e-02,1.299461070e-02,-9.323975537e-04,1.208174229e-01,-9.451910853e-02,5.749432370e-02,-1.227400750e-01,-6.063731015e-02,-1.909627169e-01,6.049483642e-02,-3.312458470e-02,-3.000628762e-02,-8.051079512e-02,2.391649596e-02,3.195817024e-02,9.688218124e-03,-4.149340966e-04,-1.595939547e-01,1.981635392e-02,9.986592829e-02,5.752523616e-02,-4.539674264e-04,-4.885480925e-02,-6.739638746e-02,-7.740873098e-02,-8.781673014e-02,2.185232751e-02,-4.215285927e-02,-3.896654025e-02,-4.517769441e-02,-7.292119414e-02,1.899902709e-02,-3.870080691e-03,-5.352359638e-02,7.401157916e-02,-8.014047891e-02,4.319100082e-02,1.218448058e-01,-2.069647983e-02,2.596367151e-02,4.595718905e-02,1.649108529e-02,4.029424489e-02,4.850675352e-03,-2.209495381e-02,4.074149951e-02,-4.275473580e-02,6.250045449e-02,5.314487219e-02,-1.819158718e-02,2.317917906e-02,-1.277925633e-02,2.832820453e-02,-2.577273874e-03,5.872926489e-02,-2.163754031e-02,7.026426494e-02,-3.731624037e-02,6.457792222e-02,-3.168614209e-02,1.174215153e-01,4.276271909e-03,-1.338595711e-02,4.088330641e-02,4.995916784e-02,-3.493193910e-02,-9.576335549e-02,8.050220460e-02,-6.898061931e-02,7.734183967e-02,6.903627515e-02,4.260418937e-02,-2.611138392e-03,-3.689257428e-02,-2.441775426e-02,-2.095350064e-03,-6.774438173e-02,1.089590788e-01,1.250020787e-02,7.073862106e-02,1.073019281e-01,7.642708719e-02,1.260242611e-01,-3.949790075e-02,7.099417597e-02,-1.305013057e-02,-9.604589641e-02,-1.796247624e-02,3.306443989e-02,3.583532944e-02,-4.784214869e-02,8.669092320e-03,-7.965424657e-02,5.976291001e-02,-3.704182804e-02,3.282586336e-01,9.737550467e-02,-2.020402998e-02,1.338110268e-01,1.941343769e-02,4.436340630e-01,-1.211785674e-01,1.703905165e-01,1.885323524e-01,2.354948223e-01,-1.742181368e-03,2.401981503e-01,3.584438264e-01,3.206543326e-01,-7.103031129e-02,-2.674209513e-02,2.469513863e-01,-8.560174704e-02,4.067048058e-02,-1.472282317e-02,-7.999977469e-02,-4.946776200e-03,2.317672223e-01,4.587277174e-01,2.504216731e-01,-3.800669685e-02,1.978871822e-01,-4.917030036e-02,7.643041015e-02,1.609610394e-02,2.139873207e-01,9.679847956e-02,7.750175893e-02,1.134000421e-01,-9.614652395e-02,-6.324535236e-03,5.212955549e-02,2.517565787e-01,-8.661158383e-03,-3.119584732e-02,8.627201617e-02,1.122097448e-01,2.517544664e-02,1.245880723e-01,2.223034650e-01,1.784108579e-01,5.555282533e-02,-4.577445984e-02,1.582784355e-01,2.371059358e-02,-1.725047641e-02,3.539492190e-02,-5.729561299e-02,-3.834478790e-03,4.489596561e-02,2.735839784e-01,1.176682934e-01,-2.714281529e-02,4.881212488e-02,-8.345292509e-02,1.400689930e-01,1.851153560e-02,4.410428926e-02,3.597016679e-03,2.725078464e-01,1.243091375e-01,4.966027662e-02,9.906648099e-02,-1.060951948e-01,4.529989958e-01,-8.158510923e-02,2.806182802e-01,2.076782882e-01,2.412136197e-01,-1.037882715e-01,1.546811610e-01,2.913779020e-01,2.277620435e-01,-5.871422216e-02,8.651087433e-02,2.765354514e-01,-7.187175751e-02,-5.189087242e-02,-6.378215551e-02,-7.563085109e-02,-6.585852057e-02,1.683177948e-01,3.174053133e-01,2.432157546e-01,-1.593059599e-01,1.318402737e-01,-3.574986383e-02,9.401076287e-02,9.264343418e-03,1.543152481e-01,1.264801621e-01,9.689589590e-02,1.088278666e-01,-7.537987828e-02,-2.179789916e-02,-1.561662089e-02,1.872071922e-01,-2.649601176e-02,6.742960960e-02,5.860685557e-02,8.288121223e-02,9.593095630e-03,9.790743887e-02,1.271759719e-01,1.231559142e-01,-6.694272161e-02,-1.883324981e-02,8.288867027e-02,-8.643708378e-02,-3.597382456e-02,-6.957920641e-02,2.531230636e-02,8.958005346e-03,7.446049899e-02,1.970529407e-01,6.264580786e-02,-5.486477539e-02,1.171592996e-01,1.345372479e-02,1.026378013e-03,-8.452724665e-02,1.052046660e-02,-4.192040302e-03,1.464911848e-01,-3.609603271e-02,2.723456360e-02,2.948201820e-02,-1.949823648e-02,-7.512241602e-02,-4.523565248e-02,-5.353765562e-02,8.725398779e-02,-2.986755781e-02,5.671883002e-03,5.484379083e-02,8.332781144e-04,-1.384057570e-02,-1.024392322e-01,-3.623688966e-02,-8.603518456e-02,1.575693605e-03,-2.769275755e-02,4.799697176e-02,3.155786917e-02,2.542200498e-03,4.415691644e-02,4.505426064e-02,-5.859461799e-02,3.171775257e-03,-6.286652386e-02,1.866837963e-02,2.380839869e-04,-2.280813083e-02,-6.691600382e-02,-5.961015448e-02,-3.002652712e-02,-1.825626381e-02,1.738357358e-02,-5.179055035e-02,-1.154034436e-01,-1.263099462e-01,4.132573027e-03,-6.463471334e-03,7.442254107e-03,-2.166609652e-02,8.704326302e-02,7.350780070e-02,7.171177119e-02,6.790950149e-02,6.442890316e-02,3.913857043e-02,9.200643003e-02,-5.866900086e-02,9.049689025e-02,3.445110470e-02,2.148090675e-02,-2.409045771e-02,3.505209833e-02,-8.158870973e-03,-1.389136463e-01,8.130620420e-02,-1.449947059e-02,-2.962527052e-02,1.269917004e-02,-2.241855115e-02,6.384964287e-02,-3.980826586e-02,-3.981927410e-02,-6.441490352e-02,-1.133481506e-02,-4.127328750e-03,2.297773398e-02,6.162091345e-02,2.350683324e-02,-1.030913438e-03,-4.910489544e-02,-4.824554920e-02,-6.289432640e-04,-2.726321481e-02,-7.582957391e-03,-9.706206620e-02,3.073081002e-02,-2.049214952e-02,-9.474653751e-03,-5.853280053e-02,-2.430725098e-02,1.900400594e-02,-2.793224901e-02,-4.882906377e-02,-1.289854012e-02,8.834417909e-02,-8.953457326e-02,4.779413715e-02,-3.779258579e-02,-6.970852613e-02,-2.890251391e-02,-1.303389296e-02,9.625439346e-02,3.772057965e-02,6.363081187e-02,2.992969751e-02,-6.727608293e-02,6.909658760e-02,2.726745792e-02,1.943508862e-03,3.096800856e-02,8.591958880e-02,-1.650392450e-02,2.645595372e-02,-6.711108983e-02,-1.380506996e-02,1.216758508e-02,4.646919295e-02,2.996874042e-02,-4.702691920e-03,-4.864638299e-02,-2.516134270e-02,-7.824190706e-02,-1.077095326e-02,-1.203838852e-03,5.625339225e-02,2.155396342e-02,4.446404055e-02,-6.062129140e-02,1.326582424e-05,1.986728981e-02,-5.049085245e-02,1.815105416e-02,1.114384383e-01,5.922184885e-02,-1.075014248e-01 +biases1 = -1.395574212e-01,9.470934421e-02,-3.157758340e-02,1.193690952e-02,-1.053545345e-02,-4.220170081e-01,-6.230417173e-03,3.214311972e-02,-4.934773222e-02,-1.025062501e-01,0.000000000e+00,-1.611002833e-01,-2.632319629e-01,-2.753484249e-01,-2.174966782e-02,-9.622272104e-03,-1.083973050e-01,1.061853115e-02,-1.358600240e-02,3.861433826e-03,-1.472427975e-02,0.000000000e+00,-3.287625313e-02,-3.654879332e-01,-3.456650674e-02,1.169935786e-05,1.334054396e-03,-7.550287992e-03,-7.939980924e-02,1.150525713e-04,1.346600242e-02,5.421661586e-02 +weights2 = 4.185248315e-01,2.162518054e-01,-6.967974454e-02,1.268104166e-01,-7.881317288e-02,8.129977584e-01,-6.709975004e-02,3.336937428e-01,3.245625496e-01,2.938326597e-01,-1.756987651e-03,4.252294302e-01,6.689255238e-01,5.581424236e-01,-5.043787509e-02,-5.243178457e-02,4.133231640e-01,-4.604028165e-02,3.787138686e-02,-6.551416963e-02,-4.194506258e-02,3.406886773e-09,2.609337270e-01,7.581789494e-01,3.954533935e-01,-1.914447639e-04,1.904974133e-01,-3.399966285e-02,2.139244378e-01,-4.878905602e-03,1.999293119e-01,9.458910674e-02 +biases2 = -9.269009531e-02 diff --git a/params/D00148.001.txt b/params/D00148.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..e53c79bad1d155dddb67544d0f6e8cc2df27f985 --- /dev/null +++ b/params/D00148.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 6.951884925e-02,-5.189644435e-05,1.161090955e-01,3.365968764e-01,-1.405403465e-01,-5.503745706e-05,5.840084702e-02,2.883661911e-02,2.899996980e-05,1.096376404e-01,-9.577342123e-02,7.383449376e-02,5.534112081e-02,-1.322015305e-04,6.382304430e-02,8.832501044e-05,-2.097474337e-01,-2.228965459e-04,-1.475259066e-01,-2.338733822e-01,-1.215205267e-01,-2.060235965e-05,-1.981796771e-01,5.529591814e-02,-9.619685443e-05,-7.708620280e-02,5.592558160e-02,-1.245939955e-01,-2.146743797e-02,-1.618199603e-04,-1.027188376e-01,-2.549422206e-04,4.248499498e-02,-4.944500324e-05,-4.191333801e-02,-1.346366853e-01,2.464456111e-01,1.633685897e-04,5.369039625e-02,4.958876967e-02,-1.606907463e-04,-1.088311598e-01,1.256723553e-01,-3.602621611e-03,-9.532989562e-02,-2.741648059e-04,-7.516917586e-02,-1.274510141e-04,-5.421791226e-02,5.207669165e-05,-3.948502243e-02,-1.670060754e-01,3.493512049e-02,-2.400313533e-04,-1.057314649e-01,-2.000087202e-01,2.802181407e-04,-1.389656961e-02,-5.277517438e-02,-6.896417588e-02,-6.864205003e-02,-2.456869697e-05,-4.351351410e-02,-1.064191383e-04,2.636336982e-01,8.485635590e-06,-1.615300179e-01,-1.475901157e-01,-5.201186538e-01,-2.559630957e-04,-3.901868165e-01,3.691717982e-02,-1.193010103e-04,7.467365265e-02,-1.838381886e-01,-4.754928872e-02,3.721195459e-02,-1.325251651e-04,6.731461734e-02,1.073528692e-04,-7.516878098e-02,-1.043947923e-04,-8.089862764e-02,-2.790124118e-01,-1.446855813e-02,-6.904897600e-05,-1.494324654e-01,2.223035395e-01,7.590005407e-05,-1.682690717e-02,-4.698807001e-02,-2.055737376e-01,-7.585550845e-02,-4.834197898e-05,-1.098683756e-02,-1.652524224e-04,-2.458240986e-01,-6.334398677e-06,2.538281977e-01,4.819882214e-01,9.720974416e-02,-7.540736260e-05,6.158700585e-01,-2.144832760e-01,-1.007993924e-04,-1.229338050e-01,1.602030247e-01,2.276159525e-01,-2.934193006e-03,-5.745732051e-05,-1.755806506e-01,-1.426736562e-04,-9.448794276e-02,-8.359087224e-05,-1.242973059e-01,-2.545296848e-01,4.569014311e-01,-5.098668407e-05,-2.683613300e-01,-1.106034443e-01,-3.190931602e-05,-2.554863878e-02,1.036044806e-01,-9.788995981e-02,-8.877249807e-02,-1.366806191e-05,-3.843180835e-02,-2.191996464e-04,-3.540033102e-02,2.296885941e-05,4.166230857e-01,-2.433011234e-01,-1.313832402e-01,-1.356020512e-04,-1.648801863e-01,7.724706829e-02,-1.558360964e-04,9.671977907e-02,-3.084347546e-01,-2.632750012e-02,8.575115353e-03,-1.708394702e-04,1.002964005e-01,3.653611566e-05,1.151734591e-01,-7.096838817e-05,-1.226548776e-01,-3.411349952e-01,4.592103660e-01,6.499927258e-05,-3.443638980e-01,1.496798843e-01,-6.580784247e-05,2.118600458e-01,1.229522303e-01,-2.006215155e-01,-4.916647449e-02,8.905391951e-06,-3.691522405e-02,-2.281210182e-04,-3.742919564e-01,1.207386276e-06,-2.055145651e-01,6.494758129e-01,-1.748147756e-01,-3.157122119e-04,6.068655252e-01,-1.412652433e-01,-9.656669863e-05,-2.048088312e-01,1.683074399e-03,3.537865579e-01,-2.924424596e-02,-4.141162208e-05,-1.753975302e-01,-2.270156401e-04,1.427709907e-01,-8.506987069e-05,-2.017820776e-01,-2.639377713e-01,-1.339610666e-01,1.129998418e-04,-2.892010808e-01,-1.515455544e-01,-3.006390671e-06,-1.940561086e-01,2.168026119e-01,-2.501927316e-01,-6.031427532e-02,3.219400605e-05,-4.550115019e-02,-1.347290254e-05,-1.579736322e-01,-1.191996053e-04,-5.545550212e-02,6.733980179e-01,-1.269260049e-01,-4.625680231e-05,5.686995387e-01,7.551385462e-02,4.602266472e-06,-5.503445864e-03,-1.983406544e-01,5.696538687e-01,-5.314894486e-03,-1.975720661e-04,6.753004342e-02,-2.761845244e-04,-3.054385781e-01,-2.098178520e-04,1.324452609e-01,-3.514297903e-01,-1.766646095e-02,-5.285335283e-05,-3.976123035e-01,2.102797180e-01,1.051118088e-04,2.158932388e-01,2.835605107e-02,-2.518251836e-01,-7.826014608e-02,-2.636882418e-04,-2.756915241e-02,6.139697689e-06,3.504195511e-01,-8.457186595e-06,-3.383204341e-01,-2.546232045e-01,1.758679450e-01,-1.056216934e-04,6.030764896e-03,-2.240944952e-01,-1.836047741e-04,-2.752582431e-01,6.731270999e-02,-1.692620516e-01,2.933901176e-02,-4.234187145e-05,-2.155907601e-01,-2.595802362e-04,-3.871846572e-02,-1.783175685e-04,1.483359933e-01,-2.660894692e-01,-1.210314594e-02,-7.867424574e-05,-3.692604005e-01,-1.282789260e-01,-6.287836641e-06,-2.553214505e-02,1.354206949e-01,-2.719885111e-01,-7.609325647e-02,-1.212014176e-04,1.749948971e-02,-1.468975242e-04,-1.459262222e-01,-1.268799242e-04,-3.001718549e-03,1.375480145e-01,-3.168239957e-03,5.065820733e-05,-1.047371551e-01,3.084592521e-02,-1.715288381e-04,-3.854250535e-04,-6.810607016e-02,-2.412500530e-01,-1.129685268e-01,-4.872967111e-05,-1.140387729e-01,-6.183107325e-05,-3.356530666e-01,3.273060065e-05,-3.499615192e-01,-1.737882942e-01,-8.023657720e-04,3.026920022e-04,1.236420684e-02,2.120494992e-01,-2.869816672e-04,1.566149145e-01,6.035461277e-02,2.026999593e-01,-1.186413392e-01,-2.362572923e-05,1.185529456e-01,4.774271292e-05,4.936316609e-01,-1.101074158e-04,2.771069407e-01,-2.892071307e-01,3.259999305e-02,8.473573689e-05,2.223707736e-01,-1.842900515e-01,-1.860340126e-04,-1.808808744e-01,-2.733474970e-02,-1.940062493e-01,2.227421552e-01,-1.365977951e-04,-2.018509060e-01,-2.124194361e-05,-1.634792835e-01,-4.421370249e-05,-3.734796122e-02,1.262791902e-01,-9.570162743e-03,-1.851705456e-04,-3.216542602e-01,-1.250406355e-01,4.044021262e-05,-6.562023610e-02,6.806591153e-02,1.093565524e-01,-1.212824881e-01,-7.879814802e-05,4.019438475e-02,-9.193448204e-05,5.804719925e-01,-1.334135741e-04,1.103191748e-01,6.337661296e-02,-2.184161171e-02,-2.327385300e-04,5.450187251e-02,5.413780734e-02,-1.827067463e-04,1.139692590e-01,-9.489887208e-02,9.730778635e-02,2.895868421e-01,-7.760474546e-05,-7.211899012e-02,1.902815529e-05,-2.597548366e-01,-2.108499393e-05,-4.373527318e-02,-2.347343266e-01,7.722768188e-02,-1.471403521e-04,2.755400538e-01,9.206421673e-02,9.706360288e-05,8.999033272e-02,-9.557721764e-02,-3.658126295e-01,-2.053668797e-01,-2.350838186e-04,-2.437357791e-02,-1.439425687e-04,-2.883995473e-01,-1.320675801e-04,1.278072596e-02,-1.469059289e-01,-6.610963494e-02,-1.926661062e-04,-3.675171435e-01,-2.021267563e-01,-4.123792678e-05,-1.904357523e-01,1.205289513e-01,3.135201633e-01,-5.476808548e-02,3.144431503e-06,-1.455536932e-01,2.158342068e-05,-1.845384836e-01,-1.329098741e-04,-1.925093681e-01,1.195052043e-01,2.991185896e-02,-6.643623055e-05,-1.548812836e-01,-1.043531392e-02,8.728963439e-05,-1.038255990e-01,1.029638723e-01,-1.684530377e-01,-1.598681659e-01,-6.769155789e-06,8.445585519e-02,-7.462375652e-05,-8.481100202e-02,-1.218873367e-04,1.153963283e-01,-5.265952274e-02,6.701046973e-02,-1.794668351e-04,-1.949626394e-02,-6.255004555e-02,-1.607589220e-04,-1.187462658e-01,6.143006962e-03,-1.103278901e-02,-6.856144220e-02,2.223618139e-05,-7.073494792e-02,-1.750825613e-04,6.506320834e-02,-1.260364952e-04,-3.810158744e-02,-1.061706245e-01,-3.966664895e-02,-6.988138921e-05,-1.072300784e-02,7.255804539e-02,1.992423131e-05,7.192252576e-02,3.045373014e-04,-6.741309911e-02,6.516414881e-02,-1.137413419e-04,-3.544902802e-01,-7.383000593e-06,-2.347815037e-01,-1.845051156e-04,-1.254647970e-01,-1.200674102e-02,9.956182912e-03,-1.639386173e-04,-2.277070433e-01,-7.542531937e-02,-1.784813503e-04,-8.334010094e-02,-1.624403000e-01,-2.547280677e-02,-9.922431409e-02,-4.772715329e-05,4.292590618e-01,-1.472457079e-04,1.027618423e-01,-9.239786596e-05,-6.493092328e-02,-2.843200788e-02,-1.814923808e-02,-1.175465854e-06,6.566511095e-02,-1.402131980e-03,-3.405757889e-05,3.951732442e-02,1.886124462e-01,-1.971817575e-02,-2.726530842e-02,-6.335044600e-05,-1.616781801e-01,-2.166384656e-04,-8.398312330e-02,2.810500519e-05,1.567344368e-02,5.892489851e-02,1.415430754e-01,-4.895118764e-05,1.059697242e-03,-6.282100827e-02,-1.302891615e-04,-1.490795314e-01,4.394370317e-02,6.287319213e-02,-5.873019993e-02,-1.975839841e-04,-1.455807090e-01,-8.059138781e-05,-1.196969301e-01,4.951649316e-05,-9.705142118e-03,-1.553005576e-01,-8.933527768e-02,-3.193076554e-05,-1.488564610e-01,1.254854351e-01,-2.756481699e-04,-1.096643582e-01,-5.725539848e-02,-9.859479219e-02,-3.154290318e-01,-2.123090781e-05,-1.948698163e-01,6.722948456e-05,5.684779957e-02,5.638294169e-05,-3.018010873e-03,-2.334347367e-02,-9.303392470e-02,-5.156846601e-05,1.767642424e-02,5.637963861e-02,-5.189344392e-06,2.596449852e-01,-1.134781763e-01,1.272205543e-02,2.219804078e-01,-1.224088192e-04,5.033040047e-01,6.530909741e-05,-5.079153460e-03,1.543554245e-04,-1.160145625e-01,-7.875824720e-02,5.963391066e-02,1.576761570e-04,-6.207770109e-02,-1.851702332e-01,8.666186659e-06,-9.125670046e-02,1.599960178e-01,-1.002921388e-01,2.179016173e-02,-3.930415915e-05,-3.201731443e-01,1.435687955e-05,1.201314926e-01,-8.297985187e-05,1.162947714e-01,1.355824918e-01,1.762246192e-01,-1.884419326e-04,-3.331325203e-02,4.658365622e-03,-1.031053325e-04,-1.400831193e-01,5.328669026e-02,5.968270078e-02,-3.645054065e-03,-1.614693610e-04,5.548201203e-01,-3.782435306e-05,-1.451426595e-01,-3.817496327e-05,-1.758416593e-01,-1.471268684e-01,-4.026449844e-02,-1.197559541e-04,-2.562526241e-02,1.287213862e-01,2.030162432e-05,4.431530461e-02,-7.003458450e-05,1.033745930e-01,-2.840193212e-01,-6.655100151e-05,-2.657883167e-01,-2.722344361e-04,-9.768009931e-02,9.314729687e-05,2.332805656e-03,-1.234790608e-01,-7.681369781e-02,-1.648211473e-04,-6.877105683e-02,-9.089102596e-02,-2.346841757e-05,2.823183239e-01,-1.351648383e-02,-1.163853779e-01,2.832363546e-01,-5.051210173e-04,-1.375183612e-01,-2.201441239e-04,-2.901281230e-02,-1.430474367e-04,-5.610026047e-02,-6.404773891e-02,-3.999681771e-02,3.277335054e-05,-6.403845549e-02,-1.091160700e-01,-5.305106970e-05,-2.771659195e-01,-6.789789535e-03,-1.702390164e-01,-1.258717179e-01,-5.070100451e-05,-3.088173568e-01,-3.048370418e-04,-1.271784902e-01,1.934624561e-05,4.518378526e-02,-7.566830516e-02,2.460452765e-01,-9.002957813e-05,9.573354386e-03,-4.851565138e-02,-1.458491606e-04,1.847664863e-01,1.199457496e-01,-6.030376535e-03,3.787862509e-02,-1.374173589e-04,-1.340569369e-02,1.208717094e-05,6.076174229e-02,-1.074283064e-04,-1.029067710e-01,-1.067391634e-01,-2.485442758e-01,1.280553170e-05,-9.650721401e-02,1.634114683e-01,-1.380127942e-04,1.623732746e-01,-2.308325619e-01,1.663987041e-01,-1.820100248e-01,-7.799370360e-05,-7.998815179e-02,-8.353393059e-05,-1.490418315e-01,1.543245598e-04,3.476703912e-02,6.629048288e-02,3.920337651e-03,-1.097862987e-04,-3.094894625e-02,-4.404694587e-02,-1.213859578e-04,-2.234780490e-01,5.543129891e-02,-2.296208143e-01,2.500564158e-01,-3.328108141e-05,-8.741363138e-02,-2.133442322e-04,6.330855936e-02,1.276827243e-04,-9.006056190e-02,-8.301860094e-02,1.789109409e-02,-2.044757275e-04,-7.405363768e-02,-1.370387822e-01,1.191393094e-04,-2.145899385e-01,8.818989992e-02,-5.405694991e-02,-2.359664440e-01,-1.498703496e-04,2.290709503e-02,-8.264694043e-05,1.270702109e-02,-5.967664401e-05,9.281610139e-03,-2.688633651e-02,2.235551029e-01,-1.207354289e-04,5.554852542e-03,3.245780990e-02,-1.588104788e-04,-1.272086501e-01,-1.688329279e-01,-6.283060182e-03,3.235371038e-02,-2.043126915e-05,-1.028823033e-01,-5.621619857e-05,-1.891224533e-01,-4.039608029e-06,-6.863486767e-02,-6.056300551e-02,-7.381988317e-02,-4.575041021e-05,-1.093344167e-01,-8.493325114e-02,-1.072012037e-05,1.677550934e-02,-5.726502836e-02,1.287956238e-01,-1.357819587e-01,-1.918283488e-05,-6.890260428e-02,-9.810249321e-05,-8.375184238e-02,3.227328853e-05,1.133705974e-01,-1.249386277e-02,4.670886323e-03,-2.208869228e-05,-1.532568224e-02,-1.982034557e-02,-1.005384183e-04,-1.022907421e-01,-1.311531663e-01,-1.371101290e-01,1.585797220e-01,-1.539500954e-04,-2.094730036e-03,5.498433529e-05,1.082984060e-01,-9.055322153e-06,-1.676782519e-01,-9.888277203e-02,-1.351139396e-01,9.407675680e-05,-7.308042049e-02,6.225762423e-03,-1.498332567e-04,1.220071465e-01,3.896405995e-01,-1.091811359e-01,-1.852443218e-01,-2.700966434e-04,1.611827128e-02,1.531459857e-04,2.097468264e-02,-4.829086174e-05,-2.352383919e-02,4.685353115e-02,1.906426698e-01,-1.770674426e-04,-7.070787996e-02,-1.355353296e-01,-3.447125346e-05,1.987139881e-02,3.920784593e-02,-2.664058842e-02,6.347894669e-02,-1.759840816e-04,1.408665031e-01,-2.296618914e-04,-1.518275887e-01,1.087656642e-06,-1.083474532e-01,-1.514404863e-01,-1.720019132e-01,5.653079279e-05,-1.143546216e-02,-1.037794277e-01,-8.709323447e-05,4.738646001e-02,1.051502526e-01,6.708354503e-02,-2.019999176e-01,-1.518692734e-04,-1.778410226e-01,-2.571230470e-05,-3.712457418e-02,-2.139699791e-04,1.205895692e-01,7.040058821e-02,-4.088545393e-04,2.498151480e-05,-3.936263546e-02,1.142974719e-01,-1.672710787e-04,5.611252971e-03,-2.455705851e-01,-1.534569114e-01,1.029349416e-01,-1.155347418e-04,4.289352521e-02,2.354885874e-05,1.605131477e-02,-4.620128675e-05,-1.019163728e-01,-1.650861204e-01,1.057322370e-03,7.661272684e-05,-7.061439753e-02,5.923343077e-02,-6.465227489e-05,-1.630687565e-01,1.341060847e-01,-1.053046715e-02,-9.480147064e-02,-1.694989624e-05,-1.635846943e-01,-6.061639942e-05,-5.103388801e-02,-1.371864055e-04,9.262008220e-02,1.571456343e-02,1.642965227e-01,-1.813749841e-04,-6.708610058e-02,-1.081904471e-01,-1.315464469e-04,-1.028621569e-01,1.457848847e-01,1.145524718e-02,-5.868397653e-02,-6.600059714e-05,1.147401519e-02,1.097948480e-04,-1.214221865e-01,-3.647849080e-04,-8.691476285e-02,-5.374067649e-02,-1.284882575e-01,-1.303007739e-04,-1.959058084e-02,-3.997758776e-02,-2.761550604e-05,1.904346943e-01,-1.366554648e-01,-2.247990854e-02,-9.824231267e-02,-3.293637201e-05,-4.650457203e-02,5.038575546e-05,1.928748377e-02,-2.038602543e-04,1.524417400e-01,-5.044065788e-02,-9.984212928e-03,-2.327978000e-04,1.696279831e-02,1.818281114e-01,-4.764721234e-05,-8.853971213e-02,-8.469961584e-02,-5.687648430e-02,1.758091599e-01,-1.699214481e-04,1.011223625e-02,3.088435551e-05,1.888650004e-03,-2.844943083e-04,-2.712215185e-01,-1.103297248e-01,-7.005344611e-03,3.326789511e-06,-1.225013733e-01,-9.980432689e-02,-6.491263775e-05,-8.907171339e-02,1.083402410e-01,-5.559822172e-02,-1.492580473e-01,-7.131679740e-05,-1.325075477e-01,-2.029364987e-05,-1.623138413e-02,-1.522503881e-04,-5.330822989e-02,1.127747120e-03,1.190242544e-01,4.756769704e-05,-9.508247487e-03,-2.157753855e-01,-1.057797635e-04,-3.195648268e-02,2.297933251e-01,-2.091191337e-02,-4.512257129e-02,-2.871506440e-04,-1.697408706e-01,-1.824084466e-04,-1.653134823e-01,-1.020478594e-04,1.713334583e-02,-4.463306069e-02,-1.878358573e-01,1.148275915e-04,-1.094747931e-01,-1.139584277e-02,5.384473843e-05,9.856408089e-02,-1.793214977e-01,9.853929281e-02,1.073836163e-01,-2.222806652e-04,6.226753816e-02,-8.775659808e-05,5.899032950e-02,-1.156644066e-04,1.623178720e-01,2.842271328e-02,5.656273291e-02,-7.773131802e-05,-1.022616122e-02,2.679516375e-01,4.286123658e-05,-1.269599348e-01,-1.052748486e-01,-8.368826658e-02,1.361584663e-01,-1.098876965e-04,1.111553684e-01,-8.934618381e-05,-2.935327031e-02,4.705704123e-05,-2.396293283e-01,-1.837594658e-01,3.129279241e-02,-1.499642094e-04,-6.296903640e-02,-1.067721769e-01,-1.150461139e-05,-3.034777753e-02,8.799401671e-02,-1.172292009e-01,-3.285871744e-01,-6.509327795e-05,-1.616180986e-01,6.945741916e-05,-5.022571236e-02,-1.263945596e-04,-3.632536530e-02,-6.629073992e-03,1.266059130e-01,-9.558397869e-05,-1.834342256e-02,-5.642491952e-02,-5.875912029e-05,5.737108644e-03,1.904334873e-01,2.430878580e-02,-8.792912960e-02,-1.328028302e-04,-5.734896287e-02,8.653078839e-05,-5.661951005e-02,-8.698428428e-05,6.188226119e-02,-8.954528719e-02,-1.526793540e-01,-4.061503569e-05,5.721403752e-03,-2.468602173e-02,7.840036233e-06,1.995147578e-02,-1.941895038e-01,8.177663386e-02,2.503437400e-01,6.558715540e-05,1.383694708e-01,7.248010661e-05,8.483481593e-03,-1.024855446e-04,1.328375787e-01,2.150711603e-02,2.335565723e-02,-2.842733920e-05,-5.862565711e-02,2.684049606e-01,-3.691385427e-05,-1.616635621e-01,6.933559477e-02,-2.215283960e-01,-1.369738728e-01,-2.374962351e-04,2.671436220e-02,-4.144182822e-05,-5.321941897e-02,-1.180874169e-04,-2.713919580e-01,-1.243437305e-01,2.199364640e-02,-2.825224365e-04,-1.210324541e-01,-2.537605464e-01,-5.178343417e-05,4.542180151e-02,-3.223075345e-02,-7.952419110e-03,-1.558285058e-01,4.058311242e-05,-2.654695511e-01,-7.083669334e-05,-6.327726692e-02,-2.065086155e-04,-6.629312783e-02,3.027554974e-02,1.198823974e-01,3.027790081e-05,-5.564841256e-02,-3.906041756e-02,-1.626571029e-04,-7.970774919e-02,2.862052917e-01,-5.266183615e-02,-3.797757998e-02,-2.028893650e-04,-1.738128439e-02,-1.776219688e-05,3.301192820e-02,-3.775936420e-05,1.698005944e-01,-9.013146907e-02,-1.182267964e-01,-1.600740361e-04,-9.484568611e-03,7.982245088e-02,-3.796652891e-05,-3.954844549e-02,-3.483389914e-01,7.643400878e-02,8.600527793e-02,-1.611807238e-05,4.826426134e-02,-1.819822646e-04,5.736840423e-03,-3.897831266e-05,-1.602356508e-02,-2.531245537e-02,2.032320388e-02,-1.807810331e-04,-4.164396226e-02,1.221910268e-01,-2.914664765e-05,-5.108192563e-02,-1.041171625e-01,-1.374922246e-01,-1.857827306e-01,3.099014975e-06,-9.558933973e-02,-6.046235649e-05,-1.273738891e-01,-7.308241038e-05,-2.005276680e-01,-1.139285937e-01,-3.007381456e-03,7.150171587e-05,-8.508028090e-02,-2.291473299e-01,-1.928037527e-04,7.985313982e-02,1.992774159e-01,-1.020192076e-02,7.529955357e-03,-9.283187683e-05,-9.304680675e-02,-1.722702436e-04 +thresholds = -6.074427366e-01,-8.664110792e-04,-4.525278211e-01,-7.956625223e-01,7.651212066e-02,-1.002759207e-03,-7.683460116e-01,-2.651949525e-01,-6.461027660e-04,-3.620401323e-01,1.319579035e-01,-4.937771559e-01,-5.213028193e-01,-1.548849046e-03,-6.307826638e-01,-8.596425178e-04 +weights1 = 3.818520531e-02,1.386871040e-01,-4.830858205e-03,-3.351426870e-02,2.565921843e-02,-2.532128431e-02,1.324312994e-03,-9.755794890e-03,-9.791399352e-03,-1.765416935e-02,2.816516161e-01,1.943325624e-02,2.248794287e-01,2.865564823e-02,5.411027744e-02,8.917159401e-03,6.152470596e-03,2.124910951e-01,1.520063132e-01,-1.031827834e-02,-4.272070900e-02,3.627393544e-01,4.585883580e-03,-1.032072976e-01,-1.885308512e-02,1.588880122e-01,1.117544249e-01,-1.027352437e-01,1.200763658e-01,9.974143468e-03,4.144943878e-02,-6.793014240e-03,4.056367651e-02,5.754153244e-03,-2.644190565e-02,4.480794538e-03,5.360499769e-02,1.979932934e-02,-6.500524934e-03,2.667817287e-02,-2.086915076e-02,-6.364795845e-04,1.500765085e-01,2.950925194e-02,-7.010269444e-03,3.054373339e-02,-3.435002640e-02,9.649056941e-03,-2.797414735e-02,1.994112507e-02,5.092404783e-02,1.326710451e-02,-7.740837988e-03,9.951724112e-02,2.243935317e-02,-9.503920563e-03,5.081130657e-03,3.725095466e-02,5.504890531e-02,-4.407203756e-03,-1.526217442e-03,3.651477769e-02,-5.605292320e-02,-1.074096188e-02,6.785723381e-03,-5.935097858e-02,7.604241255e-04,3.384693293e-03,-3.070659004e-02,1.035698038e-02,-1.079057343e-02,-8.325888216e-02,-1.524854824e-02,-3.573538363e-02,-8.881019428e-03,-5.998019502e-02,3.137691692e-02,1.736594923e-02,-1.082800981e-02,-1.803036034e-02,1.502569020e-02,-4.415155947e-02,-7.624012418e-03,3.587424755e-03,6.499730051e-03,-2.824107014e-06,1.134591363e-02,-3.237703443e-02,4.619352147e-02,-3.362146020e-02,-4.044764489e-02,-1.633431762e-02,6.360007450e-03,1.184209157e-02,7.727640215e-03,-1.932707988e-02,-1.285724528e-02,1.046519261e-03,-2.890339307e-02,3.603978455e-02,6.613779068e-02,-2.826716006e-02,-2.643898688e-02,-1.690826565e-02,2.551016770e-02,5.728048738e-03,-2.777386643e-02,2.148429491e-02,3.121271916e-02,-2.080772631e-02,2.482558228e-02,2.118252218e-02,2.227359451e-03,-1.814348064e-02,2.051679976e-02,5.081742257e-02,-3.661081940e-02,8.304914460e-03,-1.328874566e-02,3.798769414e-02,7.828936726e-02,-1.229313388e-02,-3.998083621e-02,-1.102978550e-02,1.409327728e-03,9.991929866e-03,-6.109200418e-03,2.601145208e-02,-4.196857288e-02,5.877225474e-02,-8.136724681e-02,-2.484543063e-02,2.448038571e-02,7.826618850e-02,4.890015721e-02,4.748853389e-04,1.759359054e-02,-2.761133946e-02,3.222281635e-01,-2.212177962e-02,1.207000613e-01,5.807247013e-02,-1.065879711e-03,2.133211819e-03,-4.589414224e-02,5.325378478e-02,2.580311708e-02,-3.362104297e-02,-3.106818348e-02,1.417073756e-01,-4.383483157e-02,-4.107040819e-03,4.481054470e-02,1.369377375e-01,8.462338150e-02,-5.475872755e-02,1.070498452e-01,7.641536742e-02,-1.738316729e-03,-4.267283529e-02,2.811906859e-03,1.834033988e-02,8.914735168e-03,-3.758153180e-03,5.482613295e-02,-4.548354074e-02,3.485277668e-02,4.540919326e-03,-1.980341040e-02,-7.723284885e-03,2.222496867e-01,-3.126334050e-04,3.112241998e-02,1.121483976e-03,3.139054775e-02,3.548455238e-02,2.369981725e-03,1.510482877e-01,5.407863110e-02,5.002878606e-03,-5.102944560e-03,1.282020211e-01,-4.938440770e-02,-6.858372129e-03,-1.386374794e-02,1.846442819e-01,9.795929492e-02,-8.331246674e-03,6.350303441e-02,1.910353079e-02,3.083113115e-03,-1.247516950e-03,-3.445060225e-03,1.502966732e-01,2.489529364e-02,2.904915810e-02,3.473361954e-02,3.273154795e-02,-9.386000223e-03,2.756184898e-02,-4.490516335e-02,-3.399294615e-02,3.410619795e-01,4.668441601e-03,1.370117068e-01,1.129959747e-01,-3.241614997e-02,-7.054010057e-04,1.106277946e-02,3.290741146e-01,1.935965717e-01,-2.129571512e-03,4.929458257e-03,3.902984262e-01,-7.723186631e-03,-8.475398272e-02,-5.082869530e-02,1.786181480e-01,9.037240595e-02,-9.426924586e-02,1.133341342e-01,2.391200326e-02,2.263724245e-02,-2.366397344e-02,-1.453898498e-03,1.024392843e-01,-1.322408859e-02,2.367500274e-04,3.556979820e-02,-2.985775098e-02,9.086729586e-02,-1.550206798e-03,-3.089953959e-02,1.951372251e-02,1.294585019e-01,4.445010051e-02,1.283957511e-01,8.823490888e-02,-1.297477260e-02,-3.848272935e-02,-6.623995304e-02,1.084156856e-01,5.730751529e-02,-7.628728636e-03,3.336665779e-02,1.184819713e-01,-1.998704858e-02,2.302598394e-02,8.709824644e-03,1.004289687e-01,4.814305529e-02,-9.346294403e-02,4.410566762e-02,-3.872940550e-03,-9.603676386e-03,-1.370492484e-02,-3.681778163e-02,-1.250201166e-01,3.377421945e-02,-1.715029211e-04,6.116167456e-02,-1.936172321e-02,-3.073772788e-02,-7.538229227e-02,-2.819750644e-02,-2.550682425e-02,-3.120931685e-01,-2.888211049e-02,-1.477307081e-01,-6.561688334e-02,2.534311265e-02,4.388593137e-03,-1.029633335e-03,-3.197598457e-01,-1.657002568e-01,1.305976324e-02,1.490016468e-02,-3.895613253e-01,-5.612746254e-02,6.664452667e-05,-4.760819022e-03,-1.222340390e-01,-1.270078272e-01,3.794750432e-03,-1.124123782e-01,-3.378280997e-02,-2.951923013e-02,1.800477132e-02,-1.380752772e-03,1.430488192e-02,1.307984465e-03,-4.723910242e-04,2.395235747e-02,4.015223123e-03,-2.192824148e-02,3.833791986e-02,-2.466136962e-02,-1.145888306e-02,1.520588878e-03,-2.037757449e-02,-2.445765398e-02,3.927947208e-02,-5.575839430e-02,3.520457773e-03,-1.416169107e-03,-1.894126274e-02,4.216520116e-02,-5.415746570e-02,-7.635059301e-03,-1.125642359e-01,-1.907714829e-02,2.453444526e-02,5.983686820e-02,2.767352015e-02,-3.181776404e-02,-3.117690235e-02,2.528766356e-02,1.540910080e-02,-2.055727690e-02,-2.129840292e-02,-3.969844803e-02,-5.962353200e-02,-1.738496870e-02,9.571332484e-03,4.844677076e-02,-6.691774615e-05,-3.488308936e-02,-1.005939208e-02,3.174442053e-02,-1.119920239e-02,3.666013479e-02,-8.393118158e-03,2.509099618e-02,4.472643137e-02,2.102845721e-02,-2.911710553e-02,5.381937325e-02,-4.262579978e-02,-9.788566828e-02,2.146998420e-02,4.037308507e-03,-2.131439745e-02,2.398838988e-03,-6.893451326e-03,7.405487355e-03,3.845587000e-02,-1.360317506e-02,-3.092841059e-02,5.116646364e-02,1.109701674e-02,1.918078214e-02,-1.502884086e-02,-3.631484881e-02,6.442789733e-02,4.004150629e-02,4.027897492e-02,-2.599622123e-02,1.804637723e-02,2.925390936e-02,-4.499492061e-04,-3.759510070e-02,-2.752168477e-02,-4.080642760e-02,-2.271091193e-02,-1.784334891e-02,-2.392242290e-02,-9.703557938e-03,4.696857650e-03,-2.660581842e-02,2.957715653e-02,-1.057349332e-02,-5.410609301e-03,5.287426710e-02,1.453595702e-02,-5.647755414e-02,-1.834421605e-02,1.588554005e-03,-1.468258444e-03,-3.530821577e-02,-5.039386451e-02,-9.266274050e-03,2.865097858e-02,-2.375208540e-03,4.034902900e-02,2.558794804e-02,7.557532936e-02,-5.734575447e-03,1.909370720e-02,4.428651556e-02,5.799526721e-02,-1.942147873e-02,2.706274390e-02,-6.912171096e-02,2.568193898e-02,3.275367320e-01,-1.617203467e-02,9.940426052e-02,1.503581107e-01,-6.168587599e-03,-2.559224702e-02,-9.311853349e-02,9.411787987e-02,1.218460798e-01,-1.385888737e-02,-3.205915168e-02,2.803334296e-01,-3.112174571e-02,-1.931365281e-01,-2.010393515e-02,3.423877954e-01,1.122049242e-01,-1.088140085e-01,6.716928631e-02,1.017243415e-01,3.134560958e-02,-4.375503957e-02,1.897709444e-02,-2.466725884e-03,3.687031195e-02,2.193412371e-02,8.120771497e-03,-1.898534596e-02,3.596657887e-02,5.890653655e-02,8.629077347e-04,3.288574284e-03,8.065231144e-02,8.048949391e-02,1.080625281e-01,5.022320896e-02,7.090781815e-03,2.129185200e-02,-3.201576322e-02,4.896668717e-02,-3.874785081e-02,2.427821979e-02,-7.319914550e-02,-2.374313306e-03,4.781636596e-02,-7.812526077e-03,-1.169922203e-02,8.917000890e-02,9.349685162e-02,-3.257893026e-02,4.516182467e-02,2.043944318e-03,1.389393397e-02,1.705878787e-02,-2.309110388e-02,6.550141424e-02,-7.285934687e-02,2.431374276e-03,-1.729643717e-02,2.621176839e-02,-1.050195936e-02,4.220836237e-02,8.202358335e-02,3.520582616e-02,3.115476072e-01,-2.385034924e-03,4.209471121e-02,1.413104534e-01,-3.660646733e-03,-6.122255232e-03,-8.242166787e-02,1.343356073e-01,7.942907512e-02,-2.080227435e-02,-4.207070451e-03,1.604776978e-01,7.643555291e-03,-3.717928380e-02,1.507563703e-02,2.816734910e-01,7.650667429e-02,-3.266664222e-02,3.809631243e-02,4.535650089e-02,6.412301445e-04,-2.401599847e-02,-1.969396695e-02,2.362936968e-03,1.088207122e-02,3.763916716e-02,5.144394236e-04,-1.008507796e-02,-3.384381160e-02,-4.395178705e-02,1.829384710e-03,1.003057114e-03,8.281011879e-02,-3.397351503e-02,1.027515531e-02,4.858257994e-02,4.716414586e-02,-4.687765241e-02,-6.856606901e-02,3.507510573e-02,-2.534246538e-03,4.053091630e-02,1.923331432e-02,2.721000835e-02,-3.551178426e-02,-2.348722704e-02,-5.118555203e-02,8.761147410e-02,1.179980347e-03,-4.287202656e-02,-1.966591552e-02,-1.651692553e-03,4.217200726e-02,-1.971015520e-02,-2.336908132e-02,-6.078888476e-02,-1.923825033e-02,4.325642809e-02,-5.146990716e-02,-2.387627400e-02,3.054763563e-02,3.818964586e-02,-4.684075713e-03,-2.662680671e-02,-2.538388129e-03,1.083120331e-02,6.778126955e-02,2.582597546e-02,4.518875852e-03,1.919612475e-02,-9.176138788e-03,-4.516615532e-03,-4.175988957e-02,-2.632273175e-02,-5.872540176e-02,-4.964722693e-02,-4.795912653e-03,9.727663361e-03,-3.055481613e-02,1.839471795e-02,-2.843608148e-02,2.640256099e-02,3.254109249e-02,-6.102014706e-02,-3.849650919e-02,-4.286457784e-03,-3.040640615e-02,-2.952017635e-02,-1.091906615e-02,-1.694275998e-02,2.269150922e-03,-2.640796266e-02,-2.308134735e-02,-3.870967776e-02,6.832251791e-03,9.408144280e-03,3.193466365e-02,1.594915800e-02,-3.152133664e-03,-3.465401754e-02,-1.283021830e-02,3.494282812e-02,5.403702706e-02,3.190626204e-02,-3.016764857e-02,1.758684777e-02,3.511845320e-02,2.236704808e-03,1.686697640e-02,-2.916218247e-03,-5.454621091e-02,-5.092012230e-03,-4.368307069e-02,-2.298606560e-02,-7.706787437e-02,-5.509460345e-02,-4.041232634e-03,-6.026216224e-02,3.746694420e-03,1.043541953e-01,-6.112257764e-02,2.806132659e-02,4.862306640e-02,1.931585558e-02,-9.751484729e-03,-4.837505519e-02,-1.357635390e-02,1.590711996e-02,1.784916967e-01,-3.938268870e-02,1.035190374e-01,1.056186855e-01,4.362145439e-03,2.069000714e-02,-9.573554993e-02,2.252500653e-01,1.458917260e-01,-4.524146393e-02,-3.200468421e-02,3.721101284e-01,1.710275747e-02,-7.820528001e-02,8.330018073e-02,1.740039140e-01,-2.786612837e-03,1.689464087e-03,6.252042949e-02,1.065023337e-02,-5.584230646e-03,-3.070788644e-02,-1.523051970e-02,-3.697636351e-02,-4.085948318e-02,-6.655808538e-02,-1.944534853e-02,1.086884737e-02,3.152564168e-02,7.948910818e-03,2.450745367e-02,7.302214392e-03,4.056456685e-02,4.272261262e-02,-3.053818271e-02,1.917801239e-02,8.250141144e-02,3.059906140e-02,-9.293492883e-03,4.132845439e-03,2.277090214e-02,2.820400754e-03,5.445529521e-02,-3.169190884e-02,-3.057874367e-02,1.525909081e-02,2.030120790e-02,1.343535632e-01,3.122007940e-03,-4.947334900e-02,2.650483698e-02,3.026407585e-02,3.324111179e-02,-1.218249649e-02,1.830325648e-02,-1.566354036e-01,1.509322226e-02,-8.158075623e-03,1.687897556e-02,-1.763560995e-02,-4.338669404e-02,3.554901108e-02,4.924238101e-02,2.225184627e-02,-2.353279889e-01,-7.015123218e-02,-1.761497259e-01,-8.972384781e-02,-4.404259473e-02,-3.638825193e-02,7.842357457e-02,-1.895252019e-01,-1.208505780e-01,4.919246212e-02,5.205140915e-03,-3.583664000e-01,1.608874090e-02,3.406031430e-02,4.804158118e-03,-9.514252841e-02,-8.263552189e-02,9.250941873e-02,-1.298783720e-01,-4.856832325e-02,-1.824770356e-03,-7.774213795e-03,1.515886560e-02,-4.214943945e-02,2.684828453e-02,-3.692589328e-02,-3.809497505e-02,1.358406525e-02,2.119298093e-02,2.920028195e-02,3.711163253e-02,6.762136519e-02,-2.025363743e-01,-3.463792382e-03,-5.789160728e-02,-7.590661198e-02,-2.355242334e-02,-3.021368012e-02,1.289859861e-01,-1.064566448e-01,-5.119352415e-02,-4.780492932e-02,-3.363302350e-02,-5.066737533e-02,1.402932405e-02,3.320359066e-02,3.091394715e-02,-1.527800858e-01,-4.473130405e-02,8.263010532e-02,8.316451684e-03,-5.642511696e-02,5.998028070e-02,-3.833641112e-02,2.529657632e-02,1.312228739e-01,9.673619643e-03,-8.579695225e-02,-1.504689688e-03,3.174813464e-02,6.725448184e-04,-2.873988124e-03,-1.100093685e-02,-1.894361223e-03,2.476248145e-01,-1.768924482e-02,1.428860277e-01,1.994862258e-01,-4.543776065e-02,3.772456571e-02,-7.377882022e-03,1.419796795e-01,3.563968465e-02,-3.480549902e-02,5.281484220e-03,1.771275997e-01,1.178049762e-02,-1.333825737e-01,-4.448647052e-02,2.481076419e-01,-4.088512156e-03,-5.150172114e-02,9.294412285e-02,8.608439565e-02,-3.373498330e-03,5.045602098e-03,9.837101214e-03,-1.535392180e-02,5.821155757e-02,-1.413931884e-02,1.392524131e-02,5.386856571e-02,3.510099370e-03,-6.255377084e-02,-1.581688225e-02,1.997448131e-02,2.642583251e-01,8.841334842e-03,8.008617908e-02,7.394129783e-02,1.113267709e-02,3.286397457e-02,-2.609846555e-02,1.362627000e-01,5.151236802e-02,-2.861977927e-02,-3.907364979e-02,1.399602890e-01,-2.294285968e-02,-6.131146103e-02,-2.264030837e-02,1.624447554e-01,4.851234704e-02,-3.420218080e-02,5.923053995e-02,7.457894087e-02,-2.429937385e-02,4.195620771e-03,-4.305804893e-02,1.346459426e-02,1.551675517e-02,-8.834017441e-03,-6.294648163e-03,7.183963060e-02,-4.822662473e-02,1.671877690e-02,-5.385386571e-02,-3.914178163e-02,3.378450572e-01,-2.681951225e-02,5.312005989e-03,1.527035385e-01,1.005805004e-02,-3.433516994e-02,-4.404480010e-02,2.137892321e-02,-2.426717430e-02,-3.607067466e-02,-7.380947005e-03,8.007897437e-02,-2.265361510e-02,-3.731859848e-02,-1.195822377e-02,3.647466898e-01,1.010692865e-01,-8.992522210e-02,8.908635005e-03,1.073314995e-01,-6.315656751e-02,4.178465158e-02,2.343895845e-02,1.096687280e-02,-2.319923975e-02,2.664730139e-02,-1.604009978e-02,3.586622700e-02,-5.755135790e-04,2.217544615e-02,1.237599272e-02,5.215226859e-02,1.284156144e-01,5.690190941e-03,8.457791805e-02,2.912600525e-02,-3.554070741e-02,1.606307738e-02,-3.528267518e-02,1.600722969e-02,2.229164168e-02,-1.059939340e-02,5.813552439e-02,2.549963072e-02,-6.121482700e-02,-7.652279735e-02,3.711743653e-02,-2.606011461e-03,2.219993062e-02,-6.460388750e-02,3.852942958e-02,1.057553384e-02,-2.653479017e-02,3.754182532e-02,1.023614313e-02,-1.765723340e-02,2.948799543e-02,1.441765856e-02,6.710123271e-02,3.646739200e-02,1.325024851e-02,-1.756049320e-02,5.071845651e-02,-4.818088841e-03,1.055777911e-02,2.298996039e-02,-2.348169684e-02,1.128187869e-02,-7.613243163e-02,3.502179682e-02,3.056674823e-02,-1.183755044e-02,1.790647209e-02,1.298552658e-02,2.500844933e-02,7.838810794e-03,1.936355978e-02,-4.112339020e-02,4.542813823e-02,-6.577283889e-02,2.072356455e-02,1.105065551e-02,-2.502516843e-02,-2.465897799e-02,-7.764961571e-03,6.459934637e-03,-6.021517515e-02,3.795993328e-02,-2.807207964e-02,1.830578409e-02,3.696727008e-02,6.886052899e-03,-7.122428156e-03,-3.730298206e-02,-3.411743790e-02,1.194416638e-02,1.430674177e-02,7.923777448e-04,-2.242380194e-02,-1.124704070e-02,2.782996045e-03,-2.230598032e-02,5.444147438e-02,-2.654242143e-02,1.012271177e-02,-1.919994690e-02,8.218410425e-03,9.715496562e-03,-1.541943010e-02,-3.968989011e-03,-8.720181882e-03,-2.087712660e-02,-2.324709110e-02,-1.831168681e-02,1.629577577e-02,-9.878463112e-03,1.818732359e-02,-5.845293403e-02,6.486406084e-03,1.077977568e-01,-1.864570007e-02,2.386033535e-02,1.780048572e-02,1.831744798e-02,-5.880109966e-02,-9.797155112e-02,1.955632120e-02,1.891213842e-02,2.839966416e-01,-2.965889871e-02,1.931767911e-01,9.476669878e-02,1.168220118e-02,-3.180577978e-02,-3.410762176e-02,2.278751880e-01,1.385459304e-01,5.879048258e-02,-2.625259757e-02,2.773393691e-01,-9.497047402e-03,2.266163193e-02,-3.530921787e-02,1.706785113e-01,9.694301337e-02,7.044992596e-02,9.136135876e-02,3.807106987e-02,-3.928725794e-02,2.549415454e-02,1.422280259e-02,9.634779394e-02,7.798530627e-03,-6.022890285e-02,7.989026490e-04,2.088648267e-02,-5.784596130e-02,3.829831630e-02,-2.817849256e-02,-7.960350253e-03,1.815409362e-01,-1.577555947e-02,5.377446115e-02,7.009364665e-02,-1.261682250e-02,-1.653912291e-02,2.364335768e-02,9.392606467e-02,2.338357456e-02,-2.962996485e-03,-1.746320538e-02,7.453586161e-02,1.569888368e-02,-2.891275100e-02,-1.086604223e-02,1.359408945e-01,5.112903565e-02,-1.054083556e-02,6.618339568e-02,4.272401333e-02,-1.016196329e-02,-2.421236038e-02,3.663487732e-02,6.557859480e-02,9.298082441e-03,6.410319358e-02,1.679152995e-02,-5.638188217e-03,-2.280014753e-02,3.433410078e-02,-6.708619185e-04,3.558428213e-02,-2.302337997e-02,8.142143488e-03,6.890582386e-03,2.103509149e-03,2.074867859e-02,2.251727320e-02,5.782736465e-02,4.011755437e-02,-1.026777737e-02,-6.216400303e-03,1.614011079e-02,-6.725435378e-04,-1.337584201e-02,4.146537185e-02,6.964296848e-02,3.961336613e-02,-2.120935731e-02,1.968236640e-02,3.977470845e-02,4.286581650e-02,-1.205081120e-02,4.476928338e-02,5.931009073e-03,9.226175956e-03,-4.184018821e-02,3.640768304e-02,-3.303591534e-02,2.144275419e-02,-1.799147017e-02,1.238592528e-02,7.381775416e-03,-2.409270965e-02,2.723582461e-02,-2.198605053e-02,4.385932349e-03,2.072053030e-02,-1.751632057e-02,2.485648729e-02,2.313868329e-02,-1.100352965e-02,-5.951949954e-02,2.018563822e-02,-3.728137538e-02,-5.844837800e-02,4.801868647e-02,-2.371477149e-02,5.367208272e-03,-3.315015510e-02,-1.930982247e-02,-2.857906371e-02,5.307966471e-02,1.821039803e-02,-2.024200186e-02,-2.029884048e-02 +biases1 = -8.316794410e-03,-1.341290027e-01,2.032431774e-02,4.707033077e-05,-3.995081037e-02,-4.032225534e-02,0.000000000e+00,-2.685989020e-04,3.717806190e-03,6.313160993e-03,-3.103280365e-01,0.000000000e+00,-1.388211399e-01,-4.194010049e-02,7.500629290e-04,9.116111323e-03,6.944520772e-02,-2.710675299e-01,-1.193870232e-01,-5.611830391e-03,1.047332480e-04,-3.875476420e-01,-2.529851045e-04,1.757244915e-01,7.590543944e-03,-7.293288410e-02,-1.388789862e-01,1.846393645e-01,-9.042884409e-02,-3.168240562e-02,-2.696611453e-03,-6.135907606e-04 +weights2 = -2.546060458e-02,3.355045617e-01,-3.377983347e-02,-2.040775289e-04,6.876372546e-02,6.934446096e-02,-1.795225963e-02,3.582994454e-03,-5.550663918e-02,-3.560317308e-02,8.130824566e-01,2.047587186e-02,4.264069796e-01,2.606261373e-01,-2.384955809e-02,-6.077475846e-03,-1.166400537e-01,6.488403082e-01,3.596889973e-01,1.053435914e-02,-1.784118242e-03,9.274010062e-01,-2.528596669e-02,-1.761698127e-01,-3.301253170e-02,5.010097027e-01,2.736519575e-01,-1.588103473e-01,2.756251395e-01,1.450297534e-01,-1.547031291e-02,-2.405380085e-02 +biases2 = -2.615422606e-01 diff --git a/params/D00148.002.txt b/params/D00148.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d3dd57428ff82cb0bd933e758e7c9d471ef3e3d --- /dev/null +++ b/params/D00148.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -2.086302936e-01,-1.537088305e-01,1.904909313e-01,9.990178049e-02,-2.398681045e-01,-9.224147350e-02,-1.782799214e-01,-1.559992135e-01,-4.346176088e-01,1.302769780e-01,-7.779020816e-02,2.042715847e-01,-1.020542681e-01,-2.587895282e-02,-4.678247273e-01,-1.805396229e-01,-3.277038038e-02,-4.411123320e-02,-3.003149927e-01,-1.211178526e-01,4.406345189e-01,-1.217533424e-01,-1.692504585e-01,-2.896347642e-01,3.705503345e-01,-2.339178473e-01,8.633127064e-02,-8.272450417e-02,-3.469969705e-02,-2.620904446e-01,5.136992335e-01,-1.319781393e-01,-2.799833380e-02,1.960785091e-01,-5.407229066e-02,-5.724638235e-03,-1.814810485e-01,-6.231725588e-02,-5.451217666e-02,1.692562364e-02,1.968380660e-01,7.068941742e-02,-1.842355579e-01,-2.288570255e-01,-7.523874938e-02,8.658555150e-02,2.925753593e-01,6.744121667e-03,1.623423696e-01,-1.636952460e-01,-2.353241108e-02,-1.623708308e-01,-1.341231316e-01,-1.009772196e-01,1.363647878e-01,2.856066525e-01,-2.458292395e-01,-2.789235413e-01,6.962163001e-02,-1.799047440e-01,-7.109213620e-02,3.696513548e-02,-5.228420496e-01,-1.079527885e-01,-1.073030457e-01,-4.200484604e-03,3.104338050e-01,-2.605557144e-01,-5.205567181e-02,-6.657432020e-02,-7.239072025e-02,-1.893695630e-02,-5.526692867e-01,3.615323901e-01,-3.552266359e-01,-1.429825742e-02,-3.183514345e-03,1.548882388e-02,-6.384745836e-01,6.878799796e-01,-2.731767297e-02,-5.312107503e-02,-3.773601353e-01,1.203612238e-01,-7.509478927e-02,-2.153732069e-02,-2.004365623e-01,-1.320225298e-01,3.440923393e-01,-1.839639693e-01,-1.048675389e-03,-2.499512881e-01,-4.039287195e-02,-3.391208947e-01,4.082262814e-01,-3.983354867e-01,-2.128126621e-01,1.727072895e-01,-2.022331655e-01,2.674974799e-01,3.728943467e-01,-2.147906274e-01,-1.173097566e-01,-6.670016795e-02,-3.605876863e-01,-2.737682760e-01,-1.203902140e-01,1.924696714e-01,-1.338246614e-01,8.514270186e-02,-6.346837878e-01,-6.679074764e-01,2.408113629e-01,-2.797887325e-01,8.185458928e-02,-3.162159324e-01,-3.602448106e-01,-7.554939389e-02,1.246714368e-01,7.504983246e-02,4.562304318e-01,-2.155786157e-01,3.711928725e-01,-2.160893381e-01,-1.056294814e-01,7.480704039e-02,6.806862950e-01,-3.536449745e-02,-1.186640263e-01,3.394510224e-02,-3.963295817e-01,2.807836533e-01,-2.062527537e-01,-3.646470979e-02,-1.816378981e-01,-1.464117765e-01,-7.766696811e-02,-1.581256241e-01,-9.306932241e-02,1.587292403e-01,-1.011784934e-02,-1.155748814e-01,-5.707522482e-02,-4.729701579e-01,-4.499818385e-02,-1.135872230e-01,8.280224204e-01,-2.147161514e-01,1.432485580e-01,6.143878400e-02,-7.256892323e-02,-2.440741956e-01,1.202528849e-01,-2.303989381e-01,4.569872096e-02,-4.076418579e-01,-1.012516692e-01,-1.911911666e-01,-2.111221105e-02,-2.978908122e-01,-5.818980932e-02,6.830179691e-02,-3.715412915e-01,-7.090173662e-03,1.122945696e-01,-2.267704010e-01,-6.370725483e-02,3.431325778e-02,2.959643491e-02,3.867846131e-01,-2.973999679e-01,2.816799879e-01,-1.441776454e-01,2.303334028e-01,-1.236108020e-01,8.254616261e-01,1.148359552e-01,-1.536472440e-01,-2.472954839e-01,-2.485210598e-01,-1.639976501e-01,-1.754563898e-01,5.293602496e-02,2.131434977e-01,-1.852542013e-01,-3.102855980e-01,2.384967357e-01,-3.211076558e-01,-2.765672095e-02,-8.790363371e-02,1.710367389e-02,-4.678255916e-01,-6.145352870e-02,-1.484808922e-01,4.224688709e-01,1.515047252e-01,1.433217376e-01,2.760075219e-02,-5.936544389e-02,-2.766383588e-01,6.566372514e-02,9.126282483e-02,-8.169977367e-02,3.892317712e-01,6.168381125e-02,-3.540823162e-01,-4.504882544e-02,1.000336885e+00,-6.616194546e-02,7.328237593e-02,-4.312341511e-01,-3.178878501e-02,-2.564320862e-01,-1.358975917e-01,-2.332511991e-01,-1.847840101e-01,3.269120678e-02,-4.483706057e-01,-3.108083084e-02,-1.678735614e-01,-2.265350521e-01,8.600404114e-02,-1.401151866e-01,-5.075075626e-01,-1.666656882e-01,1.561111510e-01,2.917374372e-01,-4.079460502e-01,2.334380150e-01,-2.558562458e-01,-6.660328805e-02,2.575326338e-02,2.465366013e-02,4.765540063e-01,-1.818075329e-01,-3.494354486e-01,-1.197792962e-01,1.650599688e-01,-1.401240826e-01,-3.923237026e-01,1.878844053e-01,-2.450259924e-01,-4.705511630e-01,9.890942276e-02,-2.354886681e-01,-1.376043819e-02,9.433513880e-02,2.936528027e-01,-2.361106873e-01,-4.315109253e-01,1.883409172e-01,-1.590043008e-01,1.551596099e-03,-6.139423326e-02,1.407363415e-01,-5.142360330e-01,5.664258730e-03,-4.062319174e-03,5.273846164e-02,-1.201424748e-01,-3.587829415e-04,4.502910674e-01,-7.332636416e-02,-1.774043292e-01,-1.096472442e-01,7.513982058e-01,6.398314983e-02,-1.611774117e-01,7.580801845e-03,-3.625909090e-01,1.286822855e-01,1.324051023e-01,-8.248859644e-02,4.247761518e-02,-3.360171914e-01,-3.241600692e-01,-3.338703811e-01,-4.601048529e-01,-1.989742070e-01,-8.896166831e-02,-1.749266982e-01,-3.376715481e-01,-6.611949950e-02,-1.053332984e-01,-1.117097884e-01,-1.669632643e-01,1.173576526e-02,-4.303235114e-01,-1.955949217e-01,1.337554604e-01,7.621797919e-02,3.059785962e-01,1.102606058e-01,-3.301056921e-01,-7.791768014e-02,9.456899017e-03,2.262379043e-02,-5.901963711e-01,-2.459280640e-01,1.404637992e-01,-9.679937363e-02,2.764294446e-01,-1.725413501e-01,-2.774293423e-01,1.653824598e-01,-3.373953402e-01,1.940375939e-02,-5.105751380e-02,1.087822989e-01,-3.771779686e-02,8.407723159e-02,1.138795093e-01,1.481214762e-01,-1.350903213e-01,1.419646442e-01,-1.617107391e-01,-8.267634362e-02,8.855469525e-02,-1.528051645e-01,1.619057059e-01,-1.945894398e-02,6.378473341e-02,-6.657499075e-02,-1.396583468e-01,-1.274609417e-01,-4.914847314e-01,-2.682355046e-02,-1.516537815e-01,2.547002733e-01,-4.268788695e-01,2.745945156e-01,6.373941153e-02,5.966596305e-02,-3.198989332e-01,-8.698816597e-02,-6.165850163e-01,-7.135208696e-02,2.450887673e-02,-4.702923354e-03,2.656597197e-01,9.491732717e-02,-5.497403741e-01,-2.939198017e-01,-1.195383221e-01,-2.018811554e-01,7.185754776e-01,-2.921488881e-01,-3.165374994e-01,-8.912523091e-02,-1.403183043e-01,-1.729030758e-01,-4.146367908e-01,-2.156758308e-01,4.370863363e-02,-1.050848216e-01,-1.536355168e-01,-4.414182529e-02,1.208461642e+00,5.504937842e-03,1.606050432e-01,-2.457991093e-01,-4.709476829e-01,-3.122981787e-01,3.607717752e-01,-1.810188144e-01,2.292486876e-01,4.211793654e-03,1.263639688e+00,1.996115446e-01,-2.964860797e-01,-1.122152433e-02,-1.609130651e-01,-3.810899705e-02,-5.453158021e-01,4.944757000e-02,-3.181058168e-02,7.983506471e-02,-1.327918917e-01,2.248175293e-01,-3.951844871e-01,-7.260976732e-02,6.709890068e-02,7.080629468e-02,-6.464581490e-01,1.451846808e-01,1.037721485e-01,1.592792012e-02,3.313954771e-01,-1.772170216e-01,-5.563480258e-01,4.973204806e-02,-2.698492706e-01,5.131408572e-02,6.081540585e-01,2.448250055e-01,4.788017273e-01,3.099335432e-01,-2.479232550e-01,1.211619377e-01,8.038758039e-01,-1.347984523e-01,-1.338001341e-01,-3.012391031e-01,-3.693795800e-01,1.928837299e-01,-5.090304017e-01,-2.037859261e-01,-1.250913739e-01,-1.993653178e-01,-7.555528283e-01,6.137729622e-03,2.243726701e-02,-1.259335428e-01,-6.541704386e-02,-1.345728785e-01,-9.113543630e-01,-3.751922548e-01,5.444178730e-02,2.444833070e-01,3.278221190e-01,-4.300194979e-02,1.176581502e+00,-1.320207417e-01,1.365709454e-01,-1.079635322e-01,1.933178753e-01,-2.440866530e-01,-5.446074605e-01,-4.107518792e-01,1.236160994e-01,-1.638476700e-01,-2.730450332e-01,2.575150728e-01,-1.894397140e-01,-1.468286514e-01,-4.792062342e-01,-8.772957325e-02,-4.892524183e-01,2.047606744e-02,1.155214012e-01,1.426585764e-01,-3.575555086e-01,-1.131235957e-01,-2.439879328e-01,-5.670153722e-02,2.596264519e-02,-7.322783116e-03,-3.271211684e-02,1.781768650e-01,-9.929081053e-02,-4.350433871e-02,-1.364318430e-01,-3.066692129e-02,1.168557405e+00,7.019783370e-03,-2.065479010e-01,-7.216738164e-02,-1.678123921e-01,9.923730046e-02,-2.358699776e-02,1.623570472e-01,-2.004865259e-01,3.079024851e-01,7.036016136e-02,-5.484174937e-03,-7.465739548e-02,-1.836179048e-01,1.486177593e-01,-4.388818890e-02,-5.802227259e-01,-2.491194308e-01,-1.699786335e-01,-1.296492517e-01,-3.287928412e-03,2.006677091e-01,-4.423528016e-01,-5.339525342e-01,-1.846776307e-01,-3.268303275e-01,-2.138429582e-01,-3.638690114e-01,1.810825914e-01,2.494602948e-01,-2.990496345e-03,1.782541424e-01,-4.281030893e-01,-3.659768030e-02,1.990977526e-01,-5.812802538e-02,-1.565945148e-02,-3.215796649e-01,4.004695415e-01,4.840391576e-01,9.913231432e-02,-2.139025331e-01,-1.635937095e-01,8.410365134e-02,-1.716322601e-01,-2.102709860e-01,-1.981559694e-01,-2.189126611e-01,-5.374783278e-01,1.335028373e-02,3.472395614e-02,1.461044699e-01,-1.250703484e-01,-8.376580477e-02,-2.219728827e-01,-3.952508271e-01,1.219983324e-01,4.877555370e-02,-1.062666327e-01,1.244816855e-01,1.474708039e-02,-1.611552238e-01,4.015262425e-02,-1.165412813e-01,-4.548856989e-02,6.602653116e-02,-9.328974038e-02,9.359569848e-02,2.379140258e-01,-9.881136566e-02,-4.732678235e-01,-3.757401705e-01,-2.131380141e-01,3.078227937e-01,-7.195085054e-04,-2.063080668e-01,2.296939194e-01,-8.650296926e-02,-9.871246666e-02,-1.404199302e-01,-2.503257096e-01,-3.093655407e-01,-8.008161187e-02,-1.624906510e-01,-4.835714996e-01,2.476915121e-01,9.058203697e-01,-4.596311152e-01,-2.431143671e-01,-4.673043787e-01,1.841052771e-01,-2.623777986e-01,-1.214004755e-01,2.652420402e-01,2.171776444e-01,1.820600033e-01,-3.787240013e-02,-3.332420439e-02,-7.815219462e-02,-1.545855850e-01,8.642173558e-02,-4.127381444e-01,-4.982989430e-01,8.918982148e-01,2.018479407e-01,1.194258481e-01,-1.227660850e-01,2.374368459e-01,-2.877516448e-01,-2.055561841e-01,-3.474685252e-01,-4.044507071e-02,-4.445480183e-02,1.175508741e-02,1.089999080e-01,1.104365140e-01,-1.526884139e-01,1.573842913e-01,-2.217429429e-01,-3.393569887e-01,9.044894576e-02,-1.444763243e-01,-4.740155935e-01,1.018427536e-01,-8.440462500e-02,-1.834363490e-01,2.962196805e-02,-1.744862944e-01,2.269894630e-01,1.711585075e-01,2.389903553e-02,2.555172145e-01,-8.102040738e-02,-1.164714247e-01,3.046765924e-01,8.895289302e-01,5.034971237e-02,3.511150777e-01,2.411110103e-01,-5.083891749e-01,2.319725454e-01,-3.411823511e-02,-9.716081619e-02,-1.740346663e-03,5.653952807e-02,-3.884177506e-01,-2.402711362e-01,-2.333172262e-01,-2.060764097e-02,3.095287085e-01,-5.446308255e-01,-4.717741311e-01,-1.559843868e-01,-1.918881685e-01,-2.742730677e-01,-8.781571686e-02,3.320559394e-03,2.279452533e-01,1.910282373e-01,7.377642393e-02,-7.969353795e-01,5.185621325e-03,3.181289509e-02,-4.325711727e-01,-1.139291152e-01,-4.700594842e-01,2.480731159e-01,-3.964733481e-01,-1.550164521e-01,-1.812403649e-01,-3.927659243e-02,3.871973455e-01,-3.155017495e-01,-1.978151202e-01,-3.124788702e-01,-1.268620603e-02,1.356223822e-01,-5.292589590e-02,4.156914353e-02,2.970235348e-01,-9.656807780e-02,1.708790958e-01,-2.955700457e-01,-3.045515120e-01,9.677028656e-02,-1.622902900e-01,-3.415671289e-01,4.132271558e-02,1.542517692e-01,-3.993321955e-02,7.366859168e-02,-1.034769863e-01,3.479450196e-02,1.001907885e-01,8.276189864e-02,2.015206367e-01,-5.893105175e-03,-1.687180847e-01,-6.966064870e-02,5.568832159e-02,1.584864259e-01,2.422053814e-01,8.939671516e-02,-2.786225975e-01,-7.021983713e-02,-7.543767989e-02,1.298762411e-01,-9.100642987e-03,-1.387165189e-01,-3.810313642e-01,-4.650604129e-01,-2.431715578e-01,5.476987734e-02,2.646126747e-01,-5.361339450e-02,-3.921357915e-02,-3.325932920e-01,-1.982886344e-01,-2.339492291e-01,-3.244711831e-02,1.616105735e-01,3.240622580e-01,-9.251485020e-02,4.083864018e-02,-5.614097416e-02,1.246956512e-01,2.966122888e-02,-4.710907862e-02,-2.068465054e-01,-4.202712476e-01,-1.955525577e-01,-4.368214607e-01,-1.659176052e-01,-2.408948727e-02,7.374383043e-03,1.623035967e-01,-4.102317989e-01,-3.967958987e-01,-2.999572158e-01,-4.287712276e-02,-2.172932327e-01,-1.090801060e-01,2.095001042e-01,-2.433320880e-02,-1.536982805e-01,2.179220915e-01,3.113900498e-02,1.374156922e-01,1.760173440e-01,-2.040616423e-01,-2.765082121e-01,-1.018267274e-01,-5.505815148e-02,-1.210297495e-01,-1.791709065e-01,-1.655631214e-01,2.056406625e-02,-4.997245222e-02,6.262826324e-01,9.466771036e-02,4.481589794e-02,-2.531196773e-01,6.149845570e-02,-1.112744808e-01,3.723450303e-01,3.142825365e-01,9.188000858e-02,-3.411596417e-01,-2.447443306e-01,6.529697683e-03,-6.014993414e-02,-1.117387414e-01,-1.812340766e-01,-4.761658013e-01,-4.527344406e-01,5.176971853e-02,-8.576343209e-02,1.768770516e-01,-9.418871254e-02,-4.582748711e-01,-4.762932658e-01,-4.216677248e-01,-2.352304906e-01,-6.420505047e-01,2.198721617e-01,1.315432042e-01,2.694814801e-01,2.293185741e-01,-1.251125187e-01,6.024371982e-01,-3.150700629e-01,4.758656397e-02,6.157485768e-02,-3.913020492e-01,-2.570689097e-02,5.974993706e-01,-3.374216259e-01,9.068512917e-02,-2.341778576e-02,9.783565998e-01,-8.473446220e-02,-2.042309940e-01,-2.187347561e-01,-6.677526981e-02,-9.185853601e-02,-3.414891958e-01,-1.931902254e-03,-3.074165881e-01,-3.324810863e-01,3.615334928e-01,-2.292321920e-01,-3.115133345e-01,2.774963081e-01,-1.678781062e-01,-2.471387237e-01,6.901472211e-01,-8.886712044e-02,-1.777194589e-01,-1.666428000e-01,-1.880734116e-01,6.402879208e-02,-2.323365957e-01,3.652165234e-01,3.003446162e-01,-1.817646250e-02,-6.062819436e-02,-5.238668248e-02,1.628092080e-01,-2.813411355e-01,2.978469729e-01,-1.418520659e-01,-3.196252882e-01,5.909059644e-01,-1.224800125e-01,1.195044965e-01,1.494171470e-01,-1.921303719e-01,-4.072785378e-01,-6.094725132e-01,-2.773324549e-01,-6.098603830e-02,-4.663373530e-02,-6.192547828e-02,-2.256137878e-01,-4.451257586e-01,-3.861452937e-01,-1.543077379e-01,-2.656491995e-01,-3.860861957e-01,1.351492405e-01,3.215990588e-02,7.229389250e-02,-7.284355164e-02,7.105564475e-01,3.570642471e-01,-1.121803001e-01,-1.454226580e-02,-9.449339658e-02,-1.075362042e-02,-2.427287102e-01,7.017447948e-01,6.442274898e-02,3.005990013e-02,-2.120482475e-01,-2.808569372e-01,-2.241520770e-02,-1.737297624e-01,-1.486009806e-01,-1.769303381e-01,-3.357533514e-01,-2.555088699e-01,-2.418116480e-02,-2.184969336e-01,9.567005187e-02,-1.627501994e-01,2.220187336e-02,-1.389708519e-01,-1.603483409e-01,-1.475930512e-01,-3.682184219e-02,-3.761243224e-01,-3.381815553e-01,-1.522125304e-01,-3.615158498e-01,-2.147452720e-02,-5.764362216e-01,8.728587627e-01,2.465662211e-01,-4.520636052e-02,4.503173828e-01,7.923334092e-02,2.132311463e-02,6.129140854e-01,2.068596482e-01,-6.860967726e-02,-2.819123566e-01,-2.581437230e-01,4.167725891e-02,-1.749254577e-02,1.651090980e-01,-1.199398935e-01,-2.772749960e-01,-4.223365784e-01,1.294986904e-01,5.533451959e-02,-1.904703230e-01,-1.367584020e-01,-8.829411864e-02,-2.895079553e-01,-2.523455024e-01,-1.297026873e-01,1.706068870e-03,6.037577987e-01,1.558854580e-01,5.156834051e-02,1.652016491e-01,-1.333760330e-03,9.595348239e-01,-3.867468536e-01,-3.205954134e-01,-8.096855134e-02,-4.832133055e-01,-5.251120031e-02,-1.073970199e-01,-3.662855625e-01,1.957942247e-01,-4.792658612e-02,2.098536044e-01,-1.343826503e-01,-4.759289697e-02,-7.137303799e-02,-8.320022374e-02,-2.351881564e-01,-3.715431392e-01,-2.062534839e-01,-1.685007513e-01,-2.409513593e-01,1.172410697e-01,-1.769521981e-01,-1.092287228e-01,-1.213140935e-01,-3.351116180e-01,-1.673181355e-01,-5.044631362e-01,-3.243725896e-01,-7.871502638e-01,-2.277518064e-01,-3.623128533e-01,-6.648087502e-02,-4.643464684e-01,5.226150528e-02,-2.024279237e-01,-3.556956351e-02,-2.254966050e-01,8.726055175e-02,5.239702761e-02,3.789867461e-02,2.867935002e-01,-1.932038665e-01,-1.831857115e-01,4.156776071e-01,1.380401701e-01,1.537269950e-01,1.388599128e-01,-6.232760102e-02,-3.301965594e-01,-7.317004800e-01,-7.818966173e-03,1.256036609e-01,2.521105409e-01,-2.149346769e-01,-1.610978693e-01,1.217837483e-01,-3.100797534e-01,-7.071475685e-02,3.534661531e-01,2.137960121e-02,3.212765753e-01,1.671360284e-01,1.166860983e-01,4.016126320e-02,7.095193267e-01,6.876348853e-01,-4.049764574e-02,-2.035793848e-02,-2.812661044e-02,-9.565164894e-02,-2.874240093e-02,-2.258029133e-01,4.197874293e-02,5.038807169e-02,2.274889350e-01,-2.777158320e-01,1.403329819e-01,-2.824242115e-01,-8.229372092e-03,-2.892943323e-01,-1.795639694e-01,-1.516094506e-01,1.375298351e-01,-3.817687333e-01,-1.045140028e-01,-6.424462050e-02,-1.465404332e-01,-9.830640256e-02,-2.034280300e-01,-2.004754841e-01,-2.271419205e-02,-3.200642765e-02,-1.807716936e-01,-7.304415852e-02,-3.286836743e-01,-8.571451157e-02,-2.878062725e-01,2.410230190e-01,1.382383704e-01,-3.558668494e-02,3.847607374e-01,2.530643716e-02,-1.317155920e-02,-1.196922362e-01,1.773409396e-01,-8.044431359e-02,-2.224766165e-01,6.255085766e-02,1.034396589e-01,2.266689539e-01,-2.420744486e-02,-7.584987581e-02,-2.795939334e-02,-4.215386212e-01,-6.214901060e-02,3.335819393e-02,-4.102562368e-01,-2.081762850e-01,-1.105870977e-01,1.024492607e-01,-1.719636470e-01,-9.736884385e-02,-2.158966959e-01,1.078591198e-01,-3.972531762e-03,5.253435671e-02,8.827502280e-02,-2.257896774e-02,4.392429888e-01,-3.871805593e-02,1.301795840e-01,-1.311599314e-01,-4.596772790e-01,3.050753148e-03,-1.308097541e-01,-2.818624079e-01,-7.628271822e-03,-8.553191274e-02,3.545300961e-01,-3.031931520e-01,-1.060253978e-01,-3.949029446e-01,1.494468898e-01,-1.935276985e-01,-3.889126182e-01,7.662462443e-02,-3.199603856e-01,-1.781439930e-01,3.788422048e-01,-1.077474654e-01,-2.883684076e-02,1.358052939e-01,-1.821039021e-01,-1.504610032e-01 +thresholds = -4.283096492e-01,-6.594112515e-01,-7.505119443e-01,-7.561892867e-01,-4.595041275e-01,-1.510949135e+00,-1.061128616e+00,-5.708438158e-01,-4.534185827e-01,-1.247934222e+00,-4.240100682e-01,-1.150494814e+00,-1.132619143e+00,-6.559200287e-01,-7.389783859e-01,-1.655179739e+00 +weights1 = 6.826319546e-02,-1.162668988e-01,4.264257848e-02,4.796178266e-02,-6.930045784e-02,1.039428078e-02,3.108296730e-02,-5.687410757e-02,-5.080499128e-02,-1.015614718e-01,-4.476343095e-02,1.181867532e-02,3.777476773e-02,-2.436324768e-02,-1.251483113e-01,-1.147362962e-01,2.259288356e-02,-8.599188179e-03,1.894211769e-02,-3.275559545e-01,5.990326032e-02,-7.957922667e-02,-3.160078526e-01,-4.192701578e-01,-7.525806874e-02,3.598191962e-02,6.528665870e-02,-9.556058794e-02,-8.154657483e-02,-1.427483559e-01,-2.504105866e-01,-1.172867976e-02,2.632081881e-02,-1.365234144e-03,7.771675289e-02,3.609160893e-03,-4.850954562e-02,1.887679473e-02,-4.913569614e-02,-1.594025269e-02,1.310834195e-02,-2.265488356e-02,-1.272931099e-01,4.270251084e-04,1.712210476e-02,-3.855397226e-03,-2.597514167e-02,-8.967927843e-02,-5.224755406e-02,-5.841326900e-03,-2.121554688e-02,-8.655837178e-02,-1.545144804e-02,4.621838778e-02,-7.475844026e-02,-2.339451760e-01,-2.698010020e-02,-4.882232845e-02,-5.357822403e-02,-6.273718178e-02,5.410240497e-03,-7.265163213e-02,-5.724113435e-03,2.973206900e-02,-3.838980198e-02,-1.662392542e-02,-3.532800078e-02,-5.058580637e-02,-1.064685173e-03,-9.612720460e-02,2.400524169e-02,-4.579005390e-02,2.133773640e-02,-1.795079373e-02,1.529353559e-01,-1.168124471e-02,-1.438180357e-01,-3.462549299e-02,6.376264244e-02,3.025731072e-02,1.831724076e-03,3.338287771e-02,-8.147470653e-02,3.087267578e-01,-2.234866843e-03,8.845132589e-02,4.145810846e-03,1.807711571e-01,-4.156682640e-02,-2.141578943e-01,-1.035423875e-01,-3.629434481e-02,8.298942447e-02,4.194746166e-02,1.027785838e-01,-7.176418602e-02,2.282360801e-03,4.994954448e-03,-3.098957986e-02,1.945571043e-02,4.542526603e-02,-4.527451936e-03,-6.029785424e-02,4.632041603e-02,3.883826314e-03,3.967172652e-02,4.327059537e-02,-9.820947796e-02,1.587981358e-02,-3.642448410e-02,5.943267047e-02,-3.057745751e-03,1.562509313e-02,2.435898036e-02,-1.715408452e-02,1.100286767e-01,1.051662955e-02,1.977803744e-02,8.562011272e-02,1.460094899e-01,5.102264881e-02,-5.750438944e-02,-4.233612865e-02,-8.550145663e-03,4.195757210e-02,4.672420397e-02,2.169751190e-02,1.546600368e-02,2.538543195e-02,-2.388309315e-02,-8.436630666e-02,-4.856427014e-02,8.260408044e-02,-7.177340984e-02,4.993567988e-02,-1.135954820e-02,2.703246847e-02,-1.631956175e-02,1.153634489e-01,-2.385504078e-03,6.302458793e-02,4.700037464e-02,-2.469884045e-02,1.846962869e-01,-2.746061981e-02,1.050870400e-02,-7.040023059e-02,1.832964271e-01,4.778976366e-02,5.727097020e-02,3.287454247e-01,2.803188264e-01,-1.369841280e-03,-1.771587878e-01,-1.593905985e-01,-1.238538101e-01,2.771843038e-02,1.906583011e-01,5.842078850e-02,1.689786464e-02,2.571516111e-02,-2.193324082e-02,3.863453493e-02,4.383755103e-02,9.471959621e-02,1.357653365e-02,-8.612750471e-02,-3.229601309e-02,1.294920780e-02,2.300226828e-03,8.385176212e-02,2.490575798e-02,-2.572009154e-02,5.314322561e-02,5.435271189e-03,5.590738356e-02,-3.062072396e-02,4.356664419e-02,2.693404071e-02,9.901527315e-02,-9.154759347e-02,-2.884359844e-02,1.001483798e-01,1.329730749e-01,-3.099417081e-03,-3.717881441e-02,9.418085217e-03,4.763158038e-02,2.272419445e-02,7.490072399e-02,-2.726218291e-02,7.620630320e-03,-1.010711957e-02,2.144665271e-02,1.202165987e-02,-6.142738089e-02,6.258361787e-02,1.125333272e-02,1.462447923e-02,1.565733738e-02,-1.553840935e-02,5.654301494e-03,9.088788182e-02,-3.292445093e-02,-8.081403375e-02,7.204243448e-03,1.391398460e-01,8.894745260e-02,-1.983259991e-02,4.153715447e-02,-2.306255512e-02,1.678979248e-01,4.576059058e-02,-4.451068118e-03,1.532506198e-01,2.073723674e-01,5.411164090e-02,-1.392403096e-01,-1.035972778e-02,-6.487197429e-02,-1.661454141e-02,1.604189277e-01,2.048927546e-01,-4.393800721e-02,4.403133318e-02,2.349090390e-02,-1.109517552e-02,-2.774944156e-02,1.949339523e-03,-3.549756482e-02,-9.728184901e-03,-2.463796921e-02,-4.073770717e-02,-2.135129832e-02,6.747087091e-02,1.631590351e-02,-2.869999269e-03,2.217673324e-02,1.070107566e-03,6.003962085e-02,-1.124508865e-02,7.816831581e-03,-1.364311110e-02,1.808377355e-02,2.786756726e-03,3.031390719e-02,-1.754733361e-02,7.035927474e-02,8.707172237e-03,4.255347326e-02,9.920281358e-03,-8.950682357e-03,4.444513470e-02,5.009410530e-02,5.254299846e-03,-1.620397717e-02,5.146943033e-03,-6.777627021e-02,-2.141956240e-02,3.702903911e-02,2.637017332e-02,1.786552183e-02,3.483647481e-02,2.215796150e-02,4.336353391e-02,7.776889950e-03,1.689518839e-01,-3.047518432e-03,-9.110684693e-02,1.603442430e-02,-1.848531961e-01,4.383727536e-02,6.674952060e-02,7.408672012e-03,-3.998957574e-02,2.233739197e-01,-9.859682620e-02,1.876076311e-02,1.525267214e-01,3.155932128e-01,8.472321182e-02,-1.375440359e-01,-9.010858089e-02,5.462960526e-02,2.695837058e-02,1.318401396e-01,-7.614596188e-02,-3.664553910e-02,3.896078467e-02,2.427182533e-02,-5.422211811e-02,2.812010422e-02,-2.700829692e-02,-2.423769422e-02,-4.777580872e-02,-2.997566015e-03,-2.327121422e-02,1.930719055e-02,2.075811289e-02,-1.961297542e-02,-4.063117504e-02,-2.855791710e-02,-6.439152360e-02,-6.012792513e-02,-1.050597057e-02,3.072523046e-03,3.629587218e-02,-1.976943389e-02,6.314440072e-02,4.530161154e-03,-1.559123546e-01,-4.543046281e-02,3.287329338e-03,6.368161738e-02,3.147496318e-04,3.692844138e-02,-4.755720869e-02,-1.262569129e-01,-8.292019367e-02,-2.144261263e-02,-6.871456746e-03,-2.670773566e-01,-3.023770824e-02,3.558379132e-03,2.115682960e-01,-8.910612762e-02,-4.864620417e-02,6.005971506e-02,-6.014385261e-03,5.717089772e-02,1.506450027e-01,-1.473116726e-01,-3.904080763e-02,-2.051746286e-02,7.657295465e-02,5.072485805e-01,-1.166646928e-01,-6.919145235e-04,2.866137400e-02,2.797195017e-01,-9.209264815e-02,1.382472664e-01,2.868846357e-01,3.726208508e-01,-2.519567907e-01,-1.142062470e-01,-1.894866824e-01,8.942087181e-03,1.035064682e-01,2.399507761e-01,6.871611625e-02,-1.413112730e-01,1.393098664e-02,5.639686808e-02,-2.688762546e-02,1.371925417e-02,2.436082251e-02,-4.834962636e-02,-2.996731177e-02,4.384421185e-02,4.505426809e-02,-1.836504601e-02,9.569511563e-02,2.613913827e-02,-9.425198287e-02,-3.756062314e-02,5.083381012e-02,3.402749822e-02,-3.082016855e-02,3.809000924e-02,-3.971832991e-02,1.123721972e-01,-1.894923858e-02,-3.905601799e-02,3.584850952e-02,8.736957610e-02,-3.254136071e-02,-1.931069535e-03,-1.894387603e-02,-6.164695602e-03,-3.756882250e-02,1.111345515e-01,2.877598861e-03,-5.197651219e-03,4.965625703e-02,-7.057192270e-03,-4.277596250e-02,1.276120245e-01,-2.162708193e-01,5.844768137e-02,3.095068410e-02,-6.702524144e-03,-4.694168642e-02,-3.188487515e-02,-3.510985672e-01,1.658157445e-02,3.055808544e-01,1.429662108e-02,-2.870571613e-01,-8.143981546e-02,-1.688046195e-02,-2.339991555e-02,1.663867235e-01,-6.733402610e-02,2.532351911e-01,-8.553877473e-02,-6.721673012e-01,-1.114057824e-01,-3.477272391e-02,4.714689851e-01,2.567756176e-01,-3.424051031e-02,-1.625520885e-01,-4.324732423e-01,-5.200054049e-01,2.364732921e-01,2.175588533e-02,5.102624372e-02,2.263341844e-02,2.808927931e-02,-4.857609421e-02,-5.791759863e-02,-4.228848964e-02,-1.864763163e-02,-2.884851955e-02,2.541368268e-02,-5.408484489e-02,-3.657585755e-02,4.272415489e-02,5.336486548e-02,3.226282075e-02,-8.753614128e-02,2.613005927e-03,5.200640112e-02,6.210934743e-02,-1.247527748e-01,4.943655431e-02,-6.593297236e-03,-1.061758846e-01,-1.233824939e-01,4.349695891e-02,6.459926814e-02,3.300152346e-02,1.444680616e-02,8.127627894e-03,-1.443490982e-01,-3.359139431e-03,1.275041327e-02,-4.938693717e-02,-2.652240992e-01,-2.860791236e-02,-5.691286549e-02,-1.717396230e-01,-1.020419821e-01,-3.435220569e-02,-1.788552292e-02,-3.388772160e-02,-8.138743043e-02,-7.647239417e-02,-8.858776838e-02,-1.829528064e-02,-5.350512802e-04,-4.820798635e-01,-5.344497412e-02,2.206590399e-02,-2.240981907e-03,8.625958115e-03,-1.860984415e-02,-1.050303951e-01,8.930464089e-02,-3.576942682e-01,-2.755539417e-01,-1.606107950e-01,-1.051963121e-01,-2.466378547e-02,-2.326137871e-01,-5.201594438e-03,-4.380148947e-01,-4.996286929e-01,-1.125065386e-01,-2.734012902e-02,-9.149409086e-02,4.271763936e-02,5.390454829e-02,-7.062315941e-02,-6.925206631e-02,1.332695410e-02,6.454073358e-03,-5.422662571e-02,1.429408207e-03,-1.455156803e-01,3.486339748e-02,-1.848147251e-02,-8.123763837e-03,-5.617032200e-02,-1.206277385e-01,-2.062716708e-02,-2.574494109e-02,-3.187862784e-02,-1.058757156e-01,-1.758136414e-02,-7.123039663e-02,-6.033774093e-02,-2.381965518e-01,2.012032457e-02,1.645572297e-02,-1.981321909e-02,-8.570892364e-02,-7.638384402e-02,-1.037567928e-01,-2.274386957e-02,-1.682801545e-02,-4.930043966e-02,-4.870817810e-02,-1.189716160e-03,-2.707225038e-03,-1.073275432e-01,2.813410014e-02,8.028417826e-03,-1.030863822e-02,-4.039867967e-02,-2.429218218e-02,-9.915590286e-02,-3.710904717e-02,4.449236393e-02,-1.971300878e-02,-1.105565950e-01,-1.838178784e-01,3.216926940e-03,-1.507268939e-02,1.897976547e-02,-7.745978981e-02,-4.103643447e-02,-8.009291254e-03,-3.578131497e-01,-3.591620028e-01,-1.142099053e-01,7.126677781e-02,4.553294927e-02,4.573589657e-03,-7.009456307e-02,-1.663716435e-01,-1.047288850e-01,1.959193125e-02,2.205556631e-02,4.633781314e-02,-1.168468222e-02,-3.489002958e-02,-5.912771076e-02,-1.423740387e-02,-5.010875873e-03,-1.110881567e-03,6.647717673e-04,5.523280427e-02,3.411522601e-03,-4.125645012e-02,-3.982003033e-02,-2.885001898e-02,-1.034829672e-02,5.626156926e-03,-2.159320004e-02,4.684640095e-02,-4.405891895e-02,-5.984734371e-02,4.917651042e-02,-1.988289505e-02,-4.667229950e-02,-3.361818567e-02,-2.126937360e-02,-6.477965415e-02,-2.639144473e-02,-4.327309877e-02,3.742263420e-03,-1.538235229e-02,1.870226860e-02,-1.119827293e-02,-1.060886774e-02,-3.667833284e-02,-1.038428098e-01,-3.322649002e-02,2.178061455e-01,-4.629056528e-02,-1.431067381e-02,-3.401954472e-02,-3.639879450e-02,1.449500322e-01,1.561452299e-01,-4.751864821e-02,7.204645872e-02,4.365298897e-02,9.067527950e-02,2.486008257e-01,-2.835230436e-03,-3.217379749e-02,2.304770052e-02,2.008806467e-01,1.612435468e-02,1.337019652e-01,3.377957940e-01,2.687651515e-01,-2.262566797e-02,8.131873608e-02,1.134511642e-02,2.583332546e-02,1.238297895e-01,3.429311216e-01,2.589773536e-01,1.157554835e-01,-1.285081077e-02,7.451289147e-02,2.552275360e-02,-6.219169870e-02,2.811265551e-02,-8.280629665e-02,9.010272101e-03,-1.779878512e-02,-1.172505785e-02,7.754939049e-02,4.102227464e-02,-2.174002863e-02,-2.259219531e-03,-2.360555716e-02,1.364673525e-01,5.359671637e-02,-1.755037345e-02,2.259312314e-04,-5.757139251e-02,1.303678453e-01,-5.894826353e-02,-4.053830635e-03,2.202598155e-01,1.880837828e-01,8.411896974e-02,-1.198721305e-01,-9.376985580e-02,3.835428134e-02,1.030210219e-02,1.902576238e-01,1.509673595e-01,-5.522587895e-02,-1.920791343e-02,-5.798523128e-02,2.037107944e-02,1.263496350e-03,-1.183661968e-01,3.947791457e-02,1.245666482e-02,-1.322878059e-02,5.401182920e-02,-5.950557068e-03,5.260635633e-03,5.405643955e-02,-1.359714121e-01,5.500928313e-02,-1.136958450e-01,-1.640403867e-01,3.129226342e-02,-3.293672577e-02,-1.019377355e-02,-1.899500340e-01,-3.408954293e-02,-1.203198731e-01,-3.234761357e-01,-2.663335800e-01,5.189980939e-02,1.069715098e-01,4.510620609e-02,1.652526557e-01,-1.300370544e-01,-2.383498996e-01,-1.577783376e-01,-1.112241205e-02,-1.092610788e-02,-3.106067330e-02,3.770604357e-02,-4.209781811e-02,-4.777847975e-02,8.847960271e-03,-1.512358710e-02,-8.895657025e-03,1.368074678e-02,-5.089747906e-02,-6.350842118e-02,-1.540945098e-02,6.985171931e-04,4.763587192e-02,-3.057036735e-02,-7.959228009e-02,7.465807255e-03,-4.833427072e-02,-1.387329586e-02,-1.148556396e-01,-2.611996606e-02,-5.457849428e-02,-1.334058344e-01,-1.735505313e-01,-3.608491272e-02,-1.714322530e-02,3.877744079e-02,5.937710521e-04,-2.350952104e-02,-1.061478183e-01,-8.979213238e-02,-2.401122265e-02,-1.085900981e-02,1.299261451e-01,3.060970630e-04,-3.201073036e-03,1.421307325e-01,-4.399314150e-02,-2.744969167e-02,-5.542043597e-02,-2.913525514e-02,2.762329392e-02,8.501891047e-02,-2.514415234e-02,4.005207866e-02,1.692302711e-02,1.619669646e-01,1.385747045e-01,8.497751318e-03,-4.425609112e-02,-9.003332816e-03,1.768044382e-01,-6.040181220e-02,-3.163686395e-02,3.038946986e-01,3.182777762e-01,7.727685571e-02,-6.596948951e-02,-5.429562554e-02,-4.198913276e-02,6.203824282e-02,2.941652834e-01,2.125197798e-01,-8.893354796e-03,-5.955433939e-03,2.950985171e-02,-1.044462156e-02,-2.205140144e-02,-4.412616789e-02,6.843955256e-03,3.081587609e-03,2.326894924e-02,7.632133551e-03,2.192323282e-02,5.174724758e-02,-3.710300475e-02,-6.250232458e-02,3.919310868e-02,6.527815759e-02,-2.769825794e-02,-4.700843710e-03,-7.264597714e-02,6.595599931e-03,3.521972895e-02,2.088810690e-02,-1.685390994e-02,2.982167341e-02,3.473743051e-02,6.134773418e-02,-2.914181165e-02,-2.424548008e-02,1.858001761e-02,3.568511829e-02,5.575884134e-02,9.472469240e-02,2.627374418e-02,1.273490861e-02,1.669379068e-03,-8.764241670e-07,-8.644895256e-02,1.397165507e-01,-6.950960308e-02,-2.985727228e-02,1.004102826e-02,5.016610958e-03,3.480948135e-02,3.761771023e-01,4.829348624e-02,-3.186995909e-02,-7.889376581e-02,7.407329977e-02,-1.361816972e-01,3.670583665e-02,4.711738601e-02,-5.934815481e-02,1.710190922e-01,-6.832917035e-02,-3.673345223e-02,3.240936697e-01,4.256006181e-01,9.959580749e-02,-1.830871403e-01,-1.217016801e-01,-1.399217248e-01,5.691228434e-02,2.531576157e-01,9.477629513e-02,-2.107402384e-01,-5.634645000e-02,9.057155694e-04,-7.254643738e-02,-4.170801118e-02,3.014039993e-02,-2.813548036e-02,-2.559252083e-02,3.600315750e-02,-2.936242148e-02,2.412287053e-03,-5.626992509e-02,9.505669586e-03,1.762222871e-02,-3.077835590e-02,-3.203937411e-02,-3.018288687e-02,1.206064969e-02,2.268053591e-02,5.413048901e-03,4.973229021e-03,-3.319976106e-02,-2.338965237e-02,3.233933449e-02,3.492075717e-03,9.480361827e-03,7.005808875e-03,4.449870810e-02,-1.267134771e-02,-1.814063452e-02,5.045291036e-03,-3.988476843e-02,2.637077868e-02,1.831915602e-02,-1.505144238e-01,-3.928945959e-02,6.467425823e-02,-7.600119710e-02,6.282184273e-02,3.381553665e-02,3.817690536e-02,-8.139842539e-04,9.092814289e-03,-2.233834416e-01,-9.814131260e-02,3.888635710e-02,-1.353850216e-02,-2.390522212e-01,-2.265266776e-01,-3.358947858e-02,-3.175873309e-02,2.824517153e-02,2.802472189e-02,9.828145057e-02,-5.533704907e-02,-3.151944280e-01,-1.140599847e-01,-1.559376270e-01,1.387727410e-01,8.887799829e-02,-3.519074991e-03,-8.520991541e-03,-3.870939612e-01,-3.562001884e-01,1.223984584e-01,-2.798535116e-02,-5.323824589e-04,4.764672741e-02,9.020538069e-03,-5.233421177e-02,1.470846008e-03,-1.074762736e-02,1.128251106e-02,-1.549957693e-02,6.839450798e-04,-4.926831275e-02,2.876010549e-04,-1.694795559e-03,9.088063613e-03,-4.292950034e-02,-4.872426391e-02,5.121949315e-02,1.173966331e-03,6.090522511e-04,-4.302420095e-02,2.648607269e-02,-6.302957982e-02,-8.769617975e-02,-1.466339678e-01,-2.435331419e-02,1.359995082e-02,8.207859844e-02,9.784623049e-03,-2.042802982e-02,-3.103549965e-02,-6.987979263e-02,1.269772928e-02,2.855503233e-03,-1.221667305e-01,2.960906364e-02,-8.563891053e-02,-1.158907861e-01,-5.992435291e-02,-7.291265577e-02,-3.455157951e-02,-3.533793241e-02,-6.867076457e-02,-1.776608080e-01,-5.030007660e-02,6.875988841e-02,1.889226842e-03,-3.377828300e-01,-3.914029896e-02,-3.330414742e-02,-4.411180690e-02,-3.452027589e-02,-1.424447596e-01,-5.452758446e-02,-1.612396538e-02,-4.065149724e-01,-3.314424455e-01,-1.621703207e-01,2.473066002e-02,4.481776804e-02,-5.806573480e-02,-1.644808426e-02,-2.637794614e-01,-2.823098898e-01,-2.902905084e-02,1.056260895e-02,-2.907038108e-02,-1.410067175e-02,1.173302904e-02,1.271170843e-02,2.889807150e-02,-4.319562018e-02,2.498070709e-02,8.103379514e-04,-2.446457371e-02,-2.949798666e-02,9.222608991e-03,-9.925474413e-03,-4.401555657e-02,-1.983791590e-02,-6.413586438e-02,4.772909917e-03,1.498824172e-02,5.859212577e-02,-5.986224115e-02,1.344965771e-02,-2.687275223e-02,-1.085912436e-02,-8.882620186e-02,-1.411568373e-02,-5.004508048e-02,-4.912239686e-02,5.362060387e-03,-4.145943001e-02,-3.586575389e-02,-6.701654941e-02,-3.697982430e-02,-3.051316738e-02,3.377588093e-01,-3.716880456e-02,-7.314566523e-02,1.274765469e-02,-8.590892702e-02,-3.244270384e-02,2.833257429e-02,-3.630032390e-02,-4.369051754e-02,2.214149833e-01,2.193222642e-01,5.865882710e-02,-6.210516766e-02,4.881432652e-01,-4.441294968e-01,1.072512567e-01,-6.727372110e-02,5.169567838e-02,9.886230528e-02,-7.091082633e-02,-1.035826132e-01,4.364030659e-01,3.237673938e-01,5.013299584e-01,-9.532634169e-02,-6.914512068e-02,-1.391725149e-02,-8.173758537e-02,2.206391990e-01,4.849785268e-01,-4.877790436e-02,-1.025723889e-01,6.327817589e-02,4.626956582e-02,1.957259141e-02,3.653536737e-02,-2.764065191e-02,-2.860715240e-02,-2.938655019e-02,-1.833580621e-02,4.980793223e-03,-2.175735123e-02,-4.435308278e-02,2.247816138e-02,-9.171024710e-02,-3.461353853e-02,-9.377749637e-03,-3.605600912e-03,4.268801957e-02,-3.302551061e-02,-1.799120940e-02,-3.215719387e-02,-1.691434160e-02,1.662217267e-02,-1.486403868e-03,9.228596464e-03,6.710380316e-03,5.093179271e-02,1.904896274e-02,4.926324263e-02,-3.026987240e-02,7.111905143e-03,1.569813490e-02 +biases1 = -1.720880158e-02,-2.281045318e-01,-5.214933679e-02,2.198655531e-02,-1.103442013e-01,1.846847981e-01,1.534925401e-02,-1.572641544e-02,4.650250822e-02,-5.165270343e-02,-1.356358523e-03,-3.124589473e-02,-1.655923724e-01,-1.777713746e-02,-3.389826119e-01,-7.670836896e-02,-3.264962509e-02,6.078427192e-03,-5.853454769e-02,1.738368869e-01,1.022197157e-01,-3.633715585e-02,-3.291772902e-01,9.009451419e-02,-1.317440569e-01,6.354849786e-02,7.642489672e-02,2.911037505e-01,-5.233249813e-02,-2.697115839e-01,-4.220206439e-01,8.317057788e-02 +weights2 = -1.133169886e-02,3.594001234e-01,7.952647656e-02,-5.539825186e-02,2.290266901e-01,-7.776246965e-02,-3.021460958e-02,-2.864384558e-03,-4.660276324e-02,1.212936118e-01,2.248785198e-01,1.487076879e-01,-1.129457802e-01,-1.910894923e-02,6.185221672e-01,2.531442344e-01,8.082721382e-02,-4.000159726e-02,-3.363540024e-02,2.870607674e-01,-4.297954962e-02,1.202293783e-01,5.294795036e-01,3.870055974e-01,3.326770663e-01,-1.347929537e-01,-8.620252460e-02,-1.556426138e-01,1.676973850e-01,3.364168704e-01,6.597834826e-01,-4.204865173e-02 +biases2 = -1.724326760e-01 diff --git a/params/D00149.001.txt b/params/D00149.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..2962977ab7990653021f668dbdf86ccef07679e4 --- /dev/null +++ b/params/D00149.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -7.669158513e-04,-1.989197284e-01,-1.434798390e-01,-2.431174517e-01,-3.369265795e-02,2.895313501e-01,3.148209751e-01,1.017643213e-01,-1.802809238e-01,-3.300374746e-02,-5.654175878e-01,-6.313757896e-01,1.910100430e-01,1.257566363e-01,-2.089408487e-01,2.318059951e-01,-1.322718163e-04,-4.764232412e-02,9.577850997e-02,-1.463934183e-01,-2.374926805e-01,-4.042612016e-01,6.100163236e-02,-1.490041912e-01,1.070277691e-01,1.890747845e-01,-7.166835666e-02,1.956177354e-01,-1.802261472e-01,-2.458569705e-01,-1.122986823e-01,7.100903988e-02,-1.125647006e-10,-2.136568725e-01,-2.009042948e-01,-1.346627176e-01,-1.616965830e-01,-2.293952554e-01,-4.621058702e-01,-1.467539817e-01,-5.195012689e-02,-4.819913507e-01,7.639960051e-01,9.231955558e-02,-3.156010211e-01,-3.321634829e-01,3.947761655e-01,-1.528304964e-01,-3.775943769e-04,2.085805833e-01,-8.321963996e-02,1.772825718e-01,-2.817297541e-02,-6.061179563e-02,-2.668926120e-01,-2.323628366e-01,-2.007693201e-01,-8.566431701e-02,-4.619084597e-01,7.000745833e-02,-5.197627097e-02,1.148773804e-01,-1.736184508e-01,-5.054630041e-01,-2.558958950e-04,3.243924379e-01,7.452885807e-02,-6.069849432e-02,-4.935759306e-02,7.603202015e-02,4.142909311e-03,-9.860684723e-02,2.436979674e-02,5.946470797e-02,-4.982142448e-01,-5.828217268e-01,-1.158361789e-02,2.987026572e-01,-2.130822651e-02,-4.905213416e-01,-5.477505620e-04,-1.018113792e-01,-3.948087096e-01,6.999916583e-02,-1.603585295e-02,-1.065203696e-01,7.366188616e-02,-8.470293880e-02,-2.475275546e-01,-1.561094522e-01,1.397431046e-01,1.359756291e-01,-8.650203794e-02,-2.365530878e-01,-8.193585277e-02,1.969030350e-01,-4.357565194e-04,-4.542256892e-01,-3.461913466e-01,-3.246517181e-01,-2.391334623e-01,-1.918175668e-01,-5.113587379e-01,-2.036141157e-01,-9.507185221e-02,-4.582139552e-01,-1.193346605e-01,1.581537724e-01,-1.906322986e-01,-5.255640149e-01,8.042042702e-02,-2.067264915e-01,4.476930979e-11,-2.001679502e-02,3.345436752e-01,-3.163655475e-02,-1.567027867e-01,-1.824421436e-01,8.032689989e-02,-3.939281777e-02,-7.693037391e-03,1.433960348e-01,1.427122355e-01,1.520603430e-02,-6.800948083e-02,1.260152906e-01,-7.724155486e-02,1.447986364e-01,1.239790909e-10,7.279164344e-02,2.399167567e-01,1.021769494e-01,-8.760546893e-02,2.994756401e-01,1.649768353e-01,4.153140262e-02,1.809255183e-01,7.389624417e-02,-6.503676772e-01,-7.845350504e-01,9.308836609e-02,6.262435019e-02,-3.062988818e-01,2.462875098e-01,2.156674977e-10,1.638641804e-01,-1.915586740e-01,4.570269957e-02,-5.856475607e-02,7.380547468e-03,2.598133087e-01,-6.128367782e-02,-2.934158742e-01,-3.765158653e-01,2.773544490e-01,5.782878995e-01,2.470413297e-01,6.735048443e-02,1.439428329e-01,4.681918770e-02,-1.722458052e-03,-4.031386077e-01,-2.110513747e-01,-4.252411425e-01,-3.880192637e-01,-3.424400687e-01,-8.625659347e-01,-4.378217459e-01,-6.236512214e-02,1.460038424e-01,-3.872419894e-01,1.689602621e-02,-2.377869189e-01,-3.415537179e-01,3.642690480e-01,-4.588903785e-01,2.445134095e-10,-8.531134576e-02,-1.691356897e-01,-6.961425394e-02,7.285972685e-02,-3.692770302e-01,8.437553048e-02,3.107544407e-02,-1.511791795e-01,-2.549676597e-01,4.252288342e-01,-8.409315348e-02,-4.592749178e-01,-1.257961243e-01,-3.021870852e-01,-1.895978302e-01,-9.454818064e-05,-2.266035825e-01,1.704051159e-02,-2.041983604e-02,2.218503058e-01,-1.719120592e-01,2.097672224e-01,2.398999184e-01,-4.925311357e-02,-7.655916810e-01,-7.365968823e-01,-6.172838211e-01,-2.771217227e-01,-4.719453454e-01,-2.592951357e-01,2.570282817e-01,-4.137242285e-11,-1.095822677e-01,-3.978704810e-01,1.212881655e-01,-3.263463452e-02,-1.122027449e-02,-1.366723180e-01,-2.910674512e-01,-2.066559792e-01,5.322582126e-01,-3.362825811e-01,5.262055993e-01,-8.201945573e-02,2.219888568e-01,-1.381873153e-02,6.805592030e-02,-8.296783781e-04,-3.661302030e-01,-6.859716773e-02,-2.981066108e-01,-3.547163904e-01,-1.481220126e-01,-2.792237103e-01,-2.507635653e-01,-1.915505826e-01,-8.431944847e-01,3.344861567e-01,-2.357986569e-01,-1.932461560e-01,-5.459922552e-01,3.783687949e-01,-3.599240482e-01,-4.551879829e-04,4.507241249e-01,1.175184324e-01,-1.496832669e-01,-2.956294119e-01,-7.349717617e-02,-1.468117833e-01,-1.244001910e-01,1.215083599e-01,6.648757458e-01,4.032991529e-01,5.350853130e-02,1.956376880e-01,4.583507776e-01,-2.054140121e-01,-3.206851184e-01,9.224220412e-05,3.710103035e-01,3.620484471e-01,1.547018252e-02,8.075109869e-02,6.482770443e-01,-4.965310451e-03,5.461153761e-02,2.897391617e-01,7.090765834e-01,-2.630570233e-01,-4.016556144e-01,3.760489225e-01,6.386172175e-01,-3.509136736e-01,7.040902227e-02,-7.153961342e-04,-2.549322248e-01,-2.750886977e-01,-1.713320464e-01,7.686005556e-04,-3.465915024e-01,5.902678892e-02,-2.119279802e-01,-1.026469320e-01,-5.329642892e-01,-6.359501928e-02,4.019746780e-01,-1.158303395e-02,-4.678962529e-01,1.677356809e-01,-7.316888869e-02,-4.592280311e-05,-2.315137535e-01,-7.053124905e-02,-1.578934374e-03,-1.865741462e-01,-4.744057357e-01,-3.838149309e-01,-3.156398535e-01,-2.178526670e-01,-3.234960735e-01,-1.314870566e-01,-3.612788618e-01,-3.383574486e-01,1.242197454e-01,3.263052702e-01,-2.941823006e-01,-7.992625469e-04,-1.361609399e-01,-3.482489288e-01,-1.894368529e-01,-3.561904430e-01,-2.321274132e-01,-2.338378318e-02,4.647623003e-02,-2.951628566e-01,-2.639852166e-01,1.232601777e-01,8.772860467e-02,-3.829781115e-01,-6.323586702e-01,-2.433033288e-01,-5.853404850e-02,-4.599081876e-04,-1.734028012e-01,-5.297176242e-01,-4.295028746e-02,1.424469501e-01,1.093007773e-01,1.441234052e-01,2.060328275e-01,-2.462639362e-01,-8.488699794e-02,-9.974836111e-01,-4.608754516e-01,-1.980440021e-01,-3.471197784e-01,-6.291142106e-01,-2.926258147e-01,-2.242765140e-10,-2.964703143e-01,-3.675462678e-02,-3.626756370e-01,-4.864352345e-01,-1.027003527e-01,-3.202149868e-01,-1.980681717e-01,-1.482803524e-01,-2.086258382e-01,3.225010037e-01,2.774679065e-01,-2.325988747e-02,2.105814405e-02,4.434563518e-01,-3.344281912e-01,-6.399707636e-04,-9.121050686e-02,-1.047618836e-01,-1.120701432e-01,-9.486833960e-02,-2.806860209e-01,-3.697004020e-01,-3.782486022e-01,-3.873639107e-01,-2.690912783e-01,9.172278643e-02,9.875482880e-03,-2.460502535e-01,8.665877581e-02,4.373655319e-01,-1.749469638e-01,-1.550674788e-04,3.094723821e-01,3.393337727e-01,1.706839055e-01,-2.248887531e-02,-1.307166368e-01,1.926127523e-01,-5.621213466e-02,4.559327662e-01,1.512039453e-01,2.480574995e-01,-9.967706352e-02,1.105018929e-01,-9.826917201e-02,-3.520236015e-01,4.466555119e-01,-6.418642006e-04,6.704153121e-02,7.754116654e-01,-6.397417784e-01,-9.805604815e-01,-8.012654632e-02,2.057639323e-02,2.841820568e-02,4.001911283e-01,1.288027018e-01,-2.659704089e-01,-1.552028358e-01,-9.898763895e-02,-3.856576085e-01,-4.430037737e-01,7.009797543e-02,2.105750851e-10,-4.072081745e-01,-4.747384191e-01,-1.673035920e-01,1.736305654e-01,-4.193592444e-02,-1.924681813e-01,-2.212116271e-01,-2.663964927e-01,-3.959685862e-01,-8.778055757e-02,2.493546009e-01,-1.917006075e-01,5.093369260e-02,3.830057979e-01,-2.997864187e-01,1.384387466e-10,-4.068480730e-01,-1.832388341e-01,-5.780234337e-01,-1.018748522e+00,-2.104278058e-01,-4.443866014e-01,-7.835767418e-02,-5.921668187e-02,-1.078144386e-01,-1.210604161e-01,-2.861620188e-01,-2.339092791e-01,-2.012556791e-01,3.087286353e-01,-6.235554814e-01,-7.610392058e-04,4.953888059e-01,-4.492552876e-01,1.038234830e+00,1.364215016e+00,-7.224738598e-02,2.632291615e-01,-1.551712006e-01,-4.005345404e-01,-3.661200032e-02,1.398828030e-01,-8.112206310e-02,1.678857058e-01,1.985024959e-01,-3.490519822e-01,4.976218939e-01,-6.560148904e-05,6.783028245e-01,-7.673312426e-01,1.299593210e+00,1.375831485e+00,-1.735254675e-01,1.669996828e-01,1.908236146e-01,-7.173064351e-01,-1.819514111e-02,-4.587073922e-01,-5.821826458e-01,4.836228788e-01,1.610714793e-01,-5.022916794e-01,8.675807118e-01,-1.013049041e-03,-3.530672491e-01,1.946873665e-01,-5.745272040e-01,-5.913037658e-01,-2.255282551e-01,-6.399302185e-02,-5.091221929e-01,-1.963737011e-01,-5.934885889e-02,1.119939312e-01,5.433935523e-01,-3.879171610e-01,-1.176771820e-01,2.036329545e-02,-5.731386542e-01,-9.413581574e-04,-1.797491461e-01,9.196525812e-02,-5.560120940e-01,-6.036536694e-01,-2.426934540e-01,-5.729299188e-01,-3.990521133e-01,-1.929808408e-01,-3.203194737e-01,-2.289566994e-01,-1.680214256e-01,-2.499706745e-01,-9.020961076e-02,3.581134081e-01,-2.205491960e-01,5.762844812e-04,-3.970825076e-01,1.483514458e-01,-5.158768892e-01,-6.420269012e-01,2.369597703e-01,1.167389303e-01,2.906841338e-01,7.807090282e-01,-1.360667311e-02,2.407253087e-01,-6.632759422e-02,-2.024690509e-01,-2.905021608e-01,2.335692756e-02,-4.292354882e-01,3.280664678e-04,-2.731876373e-01,-2.032491565e-01,1.137902145e-03,1.462602764e-01,4.946152270e-01,1.720546372e-02,-4.091125131e-01,6.040787697e-01,6.495578587e-02,-7.720977068e-02,-7.109360099e-01,-4.395777285e-01,-7.193353772e-02,-9.786902368e-02,-7.012072802e-01,2.752917894e-10,-1.683586240e-01,-2.237328291e-01,-2.376771420e-01,-4.981693625e-01,-1.107148752e-01,-1.801258475e-01,-4.336659908e-01,-4.237710834e-01,-4.535857961e-02,-1.439367384e-01,7.316208482e-01,-2.013468929e-02,-1.846552044e-01,1.225935109e-02,1.982432008e-01,-4.873201251e-04,-1.070282161e-01,2.010338008e-01,-2.359879166e-01,-9.827842563e-02,-3.958095312e-01,-2.535648346e-01,-8.279764056e-01,-4.436214864e-01,-2.710925639e-01,-6.123229861e-01,-2.045676261e-01,-3.832907975e-01,-7.303481549e-02,2.829684019e-01,-2.104979455e-01,-1.375406049e-03,2.969061732e-01,-1.059236228e-01,1.255394518e-01,-1.119329128e-02,-3.928682506e-01,6.330741197e-02,1.244427919e+00,-6.258463115e-02,-1.600757390e-01,4.985225201e-01,-8.921521902e-02,4.862344861e-01,-7.681560703e-03,-2.975751758e-01,3.578678966e-01,-3.418553679e-04,3.136354685e-01,1.279590419e-03,-6.289415956e-01,-1.214895621e-01,1.290910542e-01,-3.726015985e-02,1.452847838e+00,1.225321367e-01,2.335813493e-01,8.788354695e-02,-4.525148869e-01,4.918167591e-01,1.242158487e-01,2.027502470e-02,-5.012645125e-01,-3.910268424e-04,-2.130835950e-01,7.399496157e-03,-1.311990172e-01,-1.371462643e-01,-1.700334698e-01,-2.333914340e-01,-6.315669417e-01,-3.915435374e-01,-4.364547133e-01,-3.484532610e-02,7.792707682e-01,-4.279764295e-01,-2.377703041e-01,-2.088836767e-02,-2.985689640e-01,-1.444218447e-03,-2.513536811e-01,-6.058607250e-02,-5.080356076e-02,-1.118404865e-01,4.048759490e-02,-1.945324987e-01,-6.762482524e-01,-6.521086674e-03,-2.310731709e-01,-4.433369637e-01,-5.547924042e-01,-2.110191733e-01,-1.206747517e-01,-2.334365156e-03,-2.666273415e-01,7.210010663e-04,-1.008008271e-01,-2.798669636e-01,4.639014006e-01,-9.058099985e-02,-4.044247568e-01,1.121970713e-01,-5.713743567e-01,-5.061490089e-02,2.229603752e-02,5.530766398e-02,-4.507941380e-02,-2.095496356e-01,-1.031966880e-01,-9.731850773e-02,7.111355066e-01,-1.079332549e-03,1.450971514e-02,2.686640806e-02,8.073260635e-02,-2.412677258e-01,-2.591432035e-01,-2.525073886e-01,9.030293673e-02,5.689083040e-02,9.062772989e-02,6.425409913e-01,-1.041510925e-01,-1.852989495e-01,-2.599015236e-01,3.611048758e-01,8.856439590e-01,-1.291084336e-03,-2.558168769e-01,3.819237649e-01,-1.001814231e-01,-1.632673740e-01,1.049878225e-01,1.020220742e-01,-3.621875048e-01,-1.421846896e-01,-3.275671601e-01,-2.612822950e-01,4.093485177e-01,-2.086437196e-01,1.798934303e-02,-3.210323751e-01,-4.852040112e-01,-3.884528414e-04,3.222752362e-02,2.644929336e-03,-8.383560181e-01,-1.846543252e-01,4.840400442e-02,2.062169164e-01,-1.721677184e-01,2.327636816e-02,1.415783167e-01,-3.294529393e-02,-3.574071825e-01,2.338593267e-02,-2.701153457e-01,1.904377043e-01,-3.370311856e-01,1.308732550e-03,-4.267679527e-02,-7.435407639e-01,5.108493567e-01,1.279786974e-01,-2.992497981e-01,-4.087336957e-01,1.754636504e-02,-2.640215158e-01,-3.162567914e-01,-6.832624674e-01,-2.208814472e-01,1.371032838e-02,1.746892333e-01,-3.307998478e-01,-4.187085032e-01,3.436191037e-05,-1.776207983e-01,2.231080830e-01,6.879501939e-01,-2.431187034e-01,1.137190387e-01,-7.812190652e-01,-1.787560731e-01,-2.030342221e-01,-9.677411616e-02,8.108969927e-01,-3.964969516e-01,2.798890471e-01,7.241831720e-02,6.868075132e-01,-2.321395725e-01,-3.560941550e-04,-2.675882354e-02,-6.825636327e-02,-5.603639781e-02,-7.535540462e-01,-2.879016101e-01,5.860528946e-01,-1.254920959e-01,2.843246423e-02,-2.797100544e-01,-6.038489938e-01,5.249589682e-01,-4.022665918e-01,-3.984565735e-01,-3.437443674e-01,-2.234757990e-01,-4.220082192e-04,-1.397799700e-01,-2.375740111e-01,-1.781626493e-01,-7.045379877e-01,2.195372805e-02,5.692477822e-01,-2.908810377e-01,-3.454359770e-01,3.047443330e-01,-5.864652395e-01,-1.802712530e-01,1.400890350e-01,-1.972054541e-01,6.809796691e-01,2.350375503e-01,-6.767628947e-04,9.255647659e-02,-2.492101043e-01,-8.006001711e-01,1.240058899e+00,-2.526996434e-01,-7.273017764e-01,1.687584966e-01,1.938565075e-01,-3.398623168e-01,4.456552118e-02,-2.213010043e-01,-3.747234941e-01,1.856538504e-01,-1.124342561e+00,-1.347640753e-01,-1.059844741e-03,5.027858019e-01,-3.092756569e-01,-1.852294803e-01,7.743692994e-01,5.392447114e-02,-8.451450467e-01,-2.914699912e-01,4.875580966e-01,-5.782902241e-01,9.415929914e-01,-2.061754465e-01,-2.532044351e-01,3.042500913e-01,8.993186355e-01,-4.841915071e-01,2.435955394e-04,-5.273206234e-01,-7.713299245e-02,-2.599673271e-01,-5.439786911e-01,-5.220086128e-02,8.295734525e-01,4.992502034e-01,-1.691000909e-01,1.243119687e-01,-3.892596066e-01,1.481349170e-01,2.788282000e-02,-4.400048852e-01,-6.557008624e-01,7.496006042e-02,-8.411656599e-04,-2.374578714e-01,4.874970391e-02,1.235016584e-01,-4.496426880e-01,1.163788661e-01,3.314678073e-01,4.376970232e-01,-3.112648726e-01,4.649219215e-01,-1.599672437e-02,-3.119776845e-01,-1.429291666e-01,2.241115421e-01,3.387549520e-01,7.474396378e-02,-2.170922747e-10,1.012301724e-02,5.665104371e-03,-2.520657890e-02,-2.418653965e-01,-5.230566263e-01,-6.691268086e-01,-1.072109580e+00,-3.331379890e-01,-4.226149917e-01,-8.710660934e-01,9.680683166e-02,1.134394296e-02,-4.259521365e-01,-6.826521158e-01,-2.114066668e-02,-1.730662188e-04,-2.914206386e-01,-2.003606260e-01,-2.385370284e-01,1.269271225e-01,-5.405025482e-01,-9.033550620e-01,-3.301691711e-01,-3.124850690e-01,-1.012601852e+00,6.546692252e-01,2.796773240e-02,1.412928998e-01,-3.542999327e-01,1.417582035e-01,2.435324155e-02,-1.219569356e-03,-1.180761606e-01,-3.862748444e-01,1.836005747e-01,-3.161782622e-01,-2.114600092e-01,2.124302685e-01,1.507224441e-01,-4.368270934e-02,1.016641617e+00,-4.814284444e-01,-3.409813643e-01,-4.501471817e-01,-3.365012258e-02,-5.033120513e-01,-1.079247594e-01,1.056997753e-10,-6.800446510e-01,-5.461192727e-01,1.503546834e-01,-8.095122874e-02,-4.810707867e-01,-1.031845331e+00,5.926772356e-01,-2.034064680e-01,5.469687581e-01,-2.635176480e-01,-6.364363432e-01,-1.344578862e-01,1.519906819e-01,-2.018578723e-02,-6.411895156e-01,-2.266987015e-10,8.379817605e-01,8.009484410e-01,-4.425835311e-01,-1.910191774e-01,8.283310533e-01,1.369536996e+00,-8.397060037e-01,2.336131483e-01,-9.627431035e-01,-2.444156259e-01,6.764126420e-01,8.637730777e-02,-1.014327258e-01,2.812986672e-01,3.692053258e-01,-3.449268697e-04,7.343629003e-01,6.949336529e-01,1.124503016e-01,-2.288803607e-01,1.071578622e+00,-4.771375060e-01,-8.488850296e-02,9.564867616e-02,-1.457288384e+00,2.710923254e-01,-1.552583098e+00,-4.704068899e-01,-8.032023311e-01,-5.371846557e-01,5.353692770e-01,-7.302464219e-04,-3.406255543e-01,-4.560981989e-01,1.435775906e-01,4.742414504e-02,-5.433893204e-01,-1.135664508e-01,-7.731612772e-02,-5.662989616e-01,1.451458573e+00,-1.554339826e-01,1.404051661e+00,-3.098982573e-01,7.157958746e-01,-4.183231294e-01,-4.752970040e-01,-1.629525446e-03,-6.788866520e-01,-4.310939610e-01,1.784153879e-01,-1.027169749e-01,-3.672161996e-01,2.236008495e-01,1.868515164e-01,-6.255165935e-01,-1.014093161e-01,-3.037877679e-01,9.640834332e-01,-3.197698891e-01,5.560684204e-01,3.003022075e-01,-3.445897102e-01,1.258812263e-03,3.350749239e-02,-1.395720989e-01,-7.817971706e-01,-1.769394726e-01,-5.657418966e-01,1.393029839e-02,-4.511414766e-01,7.701199055e-01,-3.042139411e-01,-1.466298103e-01,-1.088842392e+00,7.433922887e-01,-8.062875271e-01,5.551030040e-01,-7.103271782e-02,1.555954106e-03,1.830781102e-01,3.019419312e-01,-8.562297374e-02,-2.636027038e-01,-5.387542248e-01,-2.291807234e-01,-2.534786798e-02,5.315270424e-01,-6.441694219e-03,6.199962497e-01,2.822538018e-01,1.157558084e+00,-1.328150749e+00,-7.377200723e-01,-3.317920268e-01,-8.545492310e-04,-4.580237865e-01,-4.452024996e-01,-2.820503339e-02,-1.015802473e-02,-4.220381379e-01,1.667722687e-02,1.923642904e-01,-3.373051286e-01,1.936824471e-01,-3.902705014e-01,-2.082555741e-01,-2.314681858e-01,1.397721171e+00,6.245312095e-02,2.235297812e-03,-9.930453962e-04,-9.443572909e-02,4.735453427e-02,-1.458746344e-01,3.228097782e-02,3.909576833e-01,1.394600570e-01,-5.019405484e-02,-4.363674521e-01,-3.264609277e-01,-2.417347580e-01,-3.038043678e-01,-6.744160652e-01,6.176479459e-01,4.016460180e-01,-2.947671711e-02,-1.145990449e-03,1.176188514e-01,-2.362080812e-01,-8.711782843e-02,-2.197252810e-01,1.647763848e-01,-2.800768316e-01,-5.434400439e-01,-8.378969878e-02,-2.722311318e-01,-3.228402138e-01,-4.322716594e-02,-6.083829999e-01,-1.024782300e+00,1.732458621e-01,3.590237815e-03 +thresholds = -7.227236405e-03,-1.007611513e+00,-1.328465581e+00,-1.388692975e+00,-1.845875144e+00,-1.620342016e+00,-1.412930846e+00,-1.706712484e+00,-1.304908395e+00,-1.646925330e+00,-1.339977622e+00,-1.093237877e+00,-1.428122401e+00,-1.350537062e+00,-4.011160135e-01,-1.422566652e+00 +weights1 = 1.919403486e-02,2.805288648e-03,-3.581953002e-03,-1.476015802e-02,5.179967266e-03,1.756926626e-02,1.284322701e-02,8.365429938e-03,3.083313070e-02,1.873891801e-02,2.072158270e-03,1.752501354e-02,-3.674357198e-03,-2.191169932e-02,-5.555259436e-02,2.949571237e-03,1.542796195e-02,-9.491289966e-03,-9.040584788e-03,-1.993817650e-02,-2.196528512e-04,5.866790307e-04,-3.425883828e-03,3.155885264e-02,7.272249460e-02,-1.105102431e-02,-3.610160947e-02,-1.980783790e-02,4.640183970e-02,1.110333178e-04,2.972269990e-02,1.186589710e-02,4.553814977e-02,-6.478387397e-03,-1.651687920e-02,-1.783707365e-02,2.433471614e-03,2.742286772e-02,1.478679758e-02,-1.583354734e-02,-5.128668994e-02,-3.674842417e-02,1.639171876e-02,3.433115315e-03,-1.666920260e-02,-1.719528064e-02,-1.534444373e-02,2.620843425e-02,8.971814997e-03,6.680803490e-04,1.776239276e-02,-2.187749743e-02,3.851557150e-02,1.678576320e-02,4.863035399e-03,-1.014602277e-02,-4.598449171e-02,3.167863190e-02,-3.013022058e-02,-4.328096285e-02,2.671217918e-02,2.344554476e-02,1.209233701e-02,-1.495482866e-02,-8.946404792e-03,-1.769963303e-03,1.842054725e-02,-5.057805404e-02,-9.473948926e-02,-3.087274134e-01,4.905508831e-02,2.578365803e-01,2.714260109e-02,7.869782299e-02,1.864218153e-02,8.040171862e-02,1.190268919e-01,1.181120351e-01,-8.612676710e-02,2.967683598e-02,2.982284427e-01,-2.975611091e-01,5.378827453e-02,-6.211078539e-02,1.387740951e-02,2.435643971e-02,2.132096887e-01,4.703531973e-03,-7.513596676e-03,-6.881720852e-03,-1.311380509e-02,4.089087248e-03,-5.741287954e-03,-1.203848794e-01,-1.484088451e-01,4.981220141e-02,-4.599135742e-02,4.279536661e-03,-1.741052605e-02,-1.579398289e-02,1.581370644e-02,-1.142067164e-01,2.878056839e-03,6.073823571e-02,1.482159179e-02,-3.805727512e-02,9.326536208e-03,-2.873825608e-03,9.522202425e-03,2.906727232e-02,1.317557693e-02,1.464224915e-04,-4.281450808e-02,-5.343192443e-02,-2.241873182e-02,1.819173992e-02,-1.548009925e-02,-1.007044781e-02,1.875608228e-02,3.375446051e-02,2.449387684e-02,-3.453389928e-02,7.247599214e-02,1.860590465e-02,-3.964215983e-03,-3.727047006e-03,-4.872446507e-02,-1.852321904e-03,4.637084901e-03,7.499178872e-03,5.825961754e-02,-1.558070257e-02,-4.266800359e-02,-9.811343253e-02,-8.556371927e-02,-8.745338768e-02,1.057811920e-02,3.315062225e-01,-5.974275991e-03,-2.675243467e-02,5.229433626e-02,-3.659046488e-03,2.038772590e-02,-1.196355000e-02,3.220951855e-01,-1.445842087e-01,-6.408306956e-02,-6.211088970e-03,1.274195500e-02,3.566018073e-03,4.290851355e-01,-1.430393662e-02,-5.123448558e-03,1.452046633e-02,1.639948972e-02,-1.605674252e-02,-9.303270490e-04,-1.248386875e-02,-1.164930221e-02,1.287750900e-01,-1.940133609e-02,1.651079208e-02,5.788512528e-03,1.710071601e-02,3.052156791e-02,-3.628320619e-02,2.609002590e-02,5.146542937e-02,6.137845665e-02,3.604818601e-03,3.342546895e-02,-4.634322971e-02,1.304904465e-02,-5.778582022e-02,-6.529265083e-03,1.841290650e-04,5.942165852e-02,-6.510675699e-02,1.174835116e-02,3.359945549e-04,-2.928674594e-02,3.382195719e-03,7.551273704e-02,1.329020225e-02,-2.174850553e-02,2.746715769e-02,4.879252613e-02,1.199159548e-01,7.906011888e-05,1.994608156e-02,-4.408363998e-02,8.608189970e-02,-1.262076851e-02,-3.994520009e-02,-1.356248558e-02,3.336177021e-02,1.439886838e-01,-2.568391860e-01,-2.419146709e-02,1.193081141e-01,3.930094838e-02,2.758424580e-01,3.870673478e-02,-3.143193573e-02,1.705376208e-01,-6.161989272e-02,-1.265954226e-01,-6.336245569e-04,4.544591606e-01,-1.993092000e-01,9.174345993e-03,1.084400993e-02,-1.244011056e-02,2.931659669e-02,1.367711723e-01,1.289914921e-02,-1.985872863e-03,-2.451810986e-02,6.167718023e-02,9.256019257e-03,5.865408480e-02,-3.602621704e-02,-9.670431167e-02,2.857488394e-01,2.191986702e-02,-1.387031283e-02,-2.357131429e-02,4.728416353e-02,-6.072158925e-03,-1.269112676e-01,-3.556353599e-02,1.464180555e-02,2.359639294e-02,4.648099095e-02,2.771794610e-02,-8.433278708e-05,-1.919219457e-02,1.772740670e-02,-4.487561435e-02,2.159474045e-02,5.812846869e-02,-3.103248961e-02,-3.182808682e-02,-8.634178899e-03,-2.198188566e-02,-5.390052870e-02,8.255662769e-02,-1.023612544e-02,6.614978611e-02,3.795138001e-02,2.409075946e-02,1.720041269e-03,3.849144280e-02,8.389646187e-03,-1.457838900e-02,6.585861742e-02,-4.904525355e-02,-1.884905808e-02,-2.893052436e-02,-1.692021638e-02,1.091648415e-01,-3.910242319e-01,-7.673367858e-02,2.449851334e-01,1.271426529e-01,4.056231380e-01,2.255016705e-03,-3.711663187e-02,1.431092769e-01,-5.151732266e-02,-1.162621155e-01,-2.048244514e-02,3.946949840e-01,-1.930083930e-01,-2.827264927e-02,3.521222994e-02,6.849470083e-03,-1.787374914e-02,1.724780351e-01,-5.534518883e-02,8.582229726e-03,-2.646040730e-02,5.736109242e-02,2.702973485e-01,-5.775170866e-03,-6.636775285e-02,-2.192087024e-01,3.684672713e-01,2.943707071e-02,-9.372241795e-03,2.343258262e-02,3.203522414e-02,8.357147127e-02,-3.794786707e-02,-1.399772055e-02,2.747599967e-02,3.825740144e-02,-1.175110042e-02,-9.576817043e-03,4.311142117e-02,5.852408335e-02,-3.259690851e-02,-6.563659012e-02,-4.004431888e-03,5.450782180e-02,-3.708569705e-02,5.342717748e-03,2.361313626e-02,1.316345390e-02,-2.911396883e-02,5.078048632e-02,9.437361732e-03,-3.307633847e-02,1.016207319e-02,9.262979031e-02,8.391590416e-02,1.570571959e-02,-5.581665412e-02,1.643604413e-02,7.252363116e-02,1.675934345e-02,3.545491025e-02,1.325340383e-02,4.717222601e-02,2.660150528e-01,-5.266537517e-02,-5.872865021e-02,-7.500822097e-02,3.837920725e-02,4.214941561e-01,-2.923279628e-02,-4.915684089e-02,-1.135289744e-01,-2.000210732e-01,-1.033925489e-01,2.461119555e-02,4.324667454e-01,1.420885324e-02,-9.848683141e-03,2.985023195e-03,-4.869368300e-02,-5.173389986e-02,3.138083518e-01,-1.052219514e-02,-1.063343044e-02,-5.474968627e-02,6.486733258e-02,1.689776182e-01,5.205559731e-02,-6.166807935e-02,-1.933076046e-02,2.060545981e-01,1.681156456e-02,-8.486225270e-03,1.480553858e-02,-1.136959437e-02,1.112825945e-01,-7.444906235e-02,-2.013691515e-02,-6.054213271e-03,5.507884920e-02,7.301639766e-02,4.400131106e-02,-3.534136340e-02,-1.856031944e-03,-4.089205340e-02,-2.522484167e-03,5.792497657e-03,1.050194055e-01,-3.041689657e-02,-2.191954292e-02,-8.147758432e-03,-3.171146289e-02,-1.271619275e-02,1.546368599e-01,3.381092101e-02,2.331856079e-02,1.348000951e-02,5.150118098e-02,1.024511456e-01,8.809450269e-02,-3.353311121e-02,-5.533920601e-02,1.447702050e-01,-1.509708446e-02,-2.657523379e-02,-4.243925214e-03,-2.302661538e-02,7.833603770e-02,1.550205052e-01,-2.081221528e-02,-3.546834886e-01,6.594950706e-02,3.677157760e-01,-1.845988818e-02,9.485309571e-02,-1.728129089e-01,-4.473782480e-01,-1.592865959e-02,-1.970946789e-02,4.303217232e-01,2.170176208e-01,4.515932128e-02,-8.349217474e-03,-2.603845298e-02,-7.742399815e-03,2.399166375e-01,-1.454254054e-02,-1.277252100e-03,1.319972333e-02,7.397788018e-02,3.511172161e-02,-1.288132370e-02,-6.282157451e-02,2.821697891e-01,3.561420739e-01,-1.589413360e-02,-2.669667266e-02,1.123757102e-02,-1.575447805e-02,9.803589433e-02,-1.423822790e-01,3.705089912e-03,-1.262203325e-02,3.911372647e-02,1.372424513e-01,3.746724501e-02,-5.905368552e-02,2.692181431e-02,-8.169622719e-02,-3.034221008e-03,7.073157933e-03,6.094990298e-02,-6.150736660e-02,-3.254029900e-02,-2.497511543e-02,1.417418942e-03,4.232950159e-04,6.392551214e-02,7.522054017e-03,1.634725742e-02,2.399923280e-02,-1.917363517e-02,2.707306063e-03,-1.396763790e-02,-1.839195378e-02,-3.179756179e-02,1.577490717e-01,-2.293361165e-02,-9.224866517e-04,9.195361286e-02,7.381378859e-02,1.236275956e-01,-2.034977078e-01,-4.521671683e-02,6.604975462e-02,-9.500589222e-02,2.434399277e-01,5.189931486e-03,3.483329713e-02,-8.537726477e-03,-5.503833294e-02,-6.261520088e-02,-3.386320174e-02,4.439301193e-01,-1.061989591e-01,-2.010625228e-02,1.195888501e-03,-1.162367593e-02,-2.818659134e-02,1.038631648e-01,-5.922743585e-03,2.606558381e-03,-3.261802485e-03,6.600507349e-02,-1.138033420e-01,-1.007205807e-02,-1.816383936e-02,-1.729592383e-01,2.297751009e-01,2.087618690e-03,1.710595377e-02,1.933120005e-02,-5.341229029e-03,3.949868307e-02,-9.320095181e-02,6.812861655e-03,-4.282909445e-03,-3.907678276e-02,5.923523754e-02,-1.357701374e-03,-2.960868413e-03,1.960309409e-02,-7.323658792e-04,-1.886397228e-02,-3.718381980e-03,4.360477626e-02,-2.649764763e-03,1.106790174e-02,6.350341253e-03,-6.418011617e-03,2.973685041e-02,5.853933841e-02,-1.374959596e-03,1.210383885e-02,6.839504000e-03,1.229878608e-02,2.038028836e-02,3.197396174e-02,-1.597541198e-02,6.976014702e-04,8.063409477e-02,1.136668026e-02,1.584823243e-02,1.146091614e-02,1.420641504e-02,4.137827083e-02,-2.672872543e-01,-1.389793493e-02,3.057000041e-01,-8.631628752e-02,1.608235389e-01,6.015178189e-02,5.933048204e-02,2.308336049e-01,-1.605001278e-02,-5.026186630e-02,1.894736476e-02,3.917576671e-01,-1.451928020e-01,1.962691080e-03,5.053647794e-03,-7.923253579e-04,5.427585449e-03,1.871507764e-01,-5.117034912e-02,-2.335450798e-02,-2.454911591e-03,-2.102543414e-02,-1.474457532e-01,-1.650597667e-03,3.031530045e-02,-9.197416157e-02,9.966984391e-02,-3.134082258e-02,-1.782290055e-03,-4.012248293e-02,-2.012891136e-02,2.745890804e-02,-9.491568804e-02,7.211750839e-03,3.975071386e-02,-2.065415960e-03,-4.409752041e-02,5.869864486e-03,-7.820742205e-03,2.477531135e-02,-2.254129155e-03,-2.126361988e-02,-1.769556850e-02,1.931816712e-02,-6.657420844e-02,-2.796632238e-02,-3.103968501e-02,-1.778594777e-02,4.900104366e-03,3.839212283e-02,3.056422574e-03,-1.336494274e-02,1.816742867e-02,-2.259705588e-02,2.251872979e-02,2.648426779e-02,-2.275889553e-02,-5.141435564e-02,6.592153758e-02,1.355181565e-03,-3.504513064e-03,5.226382613e-02,3.277057409e-02,1.052285358e-01,1.580343693e-01,-9.528729320e-02,-5.613529086e-01,9.643773735e-02,3.242112100e-01,7.350405678e-03,-1.706957519e-01,-2.721790373e-01,-4.268991351e-01,1.256489903e-01,-3.914023563e-02,4.406772554e-01,1.292118728e-01,6.560533494e-02,1.299293595e-03,-1.150499843e-02,2.636355534e-02,7.168314457e-01,-3.265938163e-02,6.278592348e-02,4.888020083e-02,1.540457457e-01,2.947486639e-01,5.692692474e-02,9.575175494e-02,1.548885107e-01,3.981776834e-01,-3.322195495e-03,-1.769462414e-02,-1.181841083e-02,2.080489649e-03,8.808074147e-02,-1.219455153e-02,-1.951889694e-02,-2.601955645e-02,8.781994134e-02,9.656266123e-02,7.119306177e-02,4.663238302e-03,5.534561817e-03,-2.765296027e-02,-3.992156312e-02,2.655321173e-02,7.501517981e-02,-5.364141613e-02,-1.076318417e-02,-4.109103978e-02,-2.821796807e-03,-2.080641134e-04,6.736820936e-02,-2.484095097e-02,5.177080166e-03,-1.281851809e-02,6.159549579e-02,1.118958667e-01,1.847331971e-02,-1.367305871e-02,-2.072645165e-02,8.826882392e-02,-8.875731379e-03,-1.420944557e-02,-1.693822443e-01,-3.566097096e-02,-5.959774852e-01,-1.651900262e-01,-1.549229305e-02,1.989436895e-02,-5.307812691e-01,-8.887889981e-01,-8.368909359e-02,3.829025850e-02,6.253138930e-02,3.168735504e-01,-7.485912740e-02,6.887883693e-02,-3.465999961e-01,-2.880377769e-01,-2.647761442e-02,2.256533504e-02,5.443812814e-03,-5.985636637e-02,-7.052965164e-01,-1.307089441e-02,-1.833642572e-01,-2.197363041e-02,-4.604290724e-01,-3.967229128e-01,-5.609450489e-02,-9.083147347e-02,-2.385039628e-01,-4.707866609e-01,-6.095728371e-03,-4.211975262e-02,4.012184218e-02,-6.897408515e-02,-4.620908946e-02,1.614104211e-01,1.006282307e-02,4.341764748e-02,-4.675671458e-03,-3.846507072e-01,2.309980243e-02,5.909337196e-03,5.263113417e-03,2.007683814e-01,5.684759095e-02,4.940005392e-02,-1.214243248e-01,7.085647900e-03,1.079827361e-02,-6.969512440e-03,-7.657323498e-03,4.427178297e-03,-8.689513430e-03,-9.771184996e-03,1.540415804e-03,3.117986582e-02,-4.817301873e-03,7.323103398e-02,-1.910419948e-02,-3.476062045e-02,-3.749301657e-02,-2.407417744e-01,-8.862008341e-03,-3.790142760e-02,-8.416850120e-02,-1.506702751e-01,-6.818720102e-01,1.586460136e-02,-5.521495640e-02,-2.150070071e-01,-2.750902176e-01,-7.829537988e-01,-1.287733912e-01,-5.722635239e-02,-2.627635598e-01,1.910152584e-01,8.375834674e-02,-3.374646977e-02,-6.130633950e-01,-7.821352780e-02,-1.620793715e-02,-4.495842848e-03,-1.717251353e-02,6.116955774e-04,-7.719914913e-01,-3.262302279e-02,-1.201434508e-01,-1.597448438e-02,-4.225912392e-01,-7.550904155e-01,-1.999643594e-01,-7.723248750e-02,-2.949290872e-01,-8.168547750e-01,-3.728753701e-02,-3.362281993e-02,-9.618212469e-03,-3.732141107e-02,-8.851782978e-02,7.443156242e-01,3.555865586e-02,1.837801933e-02,-4.462686367e-03,-5.642160773e-01,-3.177429736e-02,4.320915788e-02,1.290482003e-02,3.894963861e-01,1.590943485e-01,9.270312148e-04,-1.351150870e-01,2.477441281e-01,3.645412158e-03,-2.855355293e-02,4.937135801e-02,-9.034413844e-03,-3.761394694e-02,7.198112085e-03,-9.635671973e-03,-3.184151277e-02,2.369374223e-02,6.537736207e-02,-6.812707987e-03,-2.885139547e-02,7.702816278e-02,-4.939419925e-01,1.418468915e-02,-4.400295019e-02,2.574465470e-03,2.404293977e-02,1.737420857e-01,-1.564591825e-01,-1.271111965e-01,2.590853274e-01,5.565079302e-02,2.178992480e-01,-7.701532450e-03,-7.904205471e-03,1.143692061e-01,-1.409818381e-01,-4.801677912e-02,5.013468117e-02,2.305492759e-01,-9.198188037e-02,-1.115119085e-02,-3.758463264e-02,4.526937380e-02,-1.840005070e-02,4.004911780e-01,-2.058818005e-02,6.479287054e-03,5.940907635e-03,-2.894985676e-02,1.297841668e-01,1.190965413e-03,-3.304186836e-02,-1.078431234e-01,1.523888409e-01,5.724390224e-02,3.104785690e-03,-2.251074463e-02,-1.326781930e-03,3.526417911e-02,-9.823115915e-02,4.081111401e-02,2.292980626e-02,9.598176926e-02,7.187618874e-03,-2.998577431e-02,-2.483521774e-02,-3.297158331e-02,-1.089969371e-02,-1.277656481e-02,-1.458146889e-02,6.573454291e-02,-7.797788084e-02,2.173139527e-02,1.433207188e-02,-4.414916039e-02,1.123679150e-02,8.822473139e-02,-6.466165651e-03,-1.271674968e-02,-2.078114077e-02,4.904370755e-02,6.448153406e-03,-2.380807698e-02,-1.674232818e-02,-3.370125219e-02,3.182056919e-02,-2.341859788e-02,-3.758627921e-02,1.159359328e-02,1.926207915e-02,1.377498657e-01,8.253434300e-02,-3.951732442e-02,-3.743416369e-01,2.951742522e-02,4.564865828e-01,-1.790001057e-02,-1.145225763e-01,-2.529659867e-01,-5.683264136e-01,1.345434487e-01,-6.165086478e-02,5.003319383e-01,3.081353009e-01,1.310834894e-03,-1.137374993e-02,-3.638336807e-02,-2.263543382e-02,1.745032519e-01,1.663202792e-02,1.177150849e-02,-2.707781829e-02,5.606931448e-02,2.387651354e-01,7.574537303e-03,1.486667097e-01,3.209420443e-01,3.460097611e-01,-7.187443320e-03,2.559208125e-02,2.195709944e-02,-5.176775157e-03,1.986289956e-02,-6.816390157e-02,-3.070958890e-02,-1.528492384e-02,1.083475072e-02,1.158737391e-01,-3.750113770e-03,-9.099557064e-03,1.733432896e-02,-2.330927178e-02,-1.949030347e-02,-2.892038971e-02,9.185858071e-02,9.443443269e-03,6.546427310e-02,-1.089458819e-03,1.375060249e-02,-3.536276147e-02,5.625438318e-02,-1.361144707e-02,-4.693390802e-02,4.912637547e-02,-1.762251183e-02,6.518246233e-02,2.195586637e-02,2.236332558e-02,-2.774132602e-02,5.176413059e-02,-1.075375173e-02,1.673262753e-02,-9.151414782e-02,-1.044235080e-01,-8.347148299e-01,-1.447507292e-01,2.982833050e-02,-3.430131972e-01,-4.346296191e-01,-8.274131417e-01,-1.170361191e-01,-3.715336090e-03,-2.262030840e-01,1.869086474e-01,2.431115368e-03,9.693430737e-03,-5.020854473e-01,-7.123217732e-02,-4.079418257e-02,-3.000933677e-02,-2.661713806e-04,-1.613766141e-02,-7.323209047e-01,-2.718175529e-03,-9.440793097e-02,-2.867729031e-02,-3.117823303e-01,-8.240471482e-01,-1.316955984e-01,-1.023505852e-01,-2.007432431e-01,-9.412630796e-01,3.573203087e-02,-5.803956091e-02,-7.357201725e-02,-1.105691120e-02,-2.482551336e-01,7.150934935e-01,6.062924117e-02,-4.739689827e-02,-1.202548891e-01,-7.034828067e-01,-3.154999763e-02,1.238975599e-01,1.253103651e-02,3.806824386e-01,1.351689845e-01,-2.153045125e-02,-3.557955921e-01,3.419461846e-01,-5.597032979e-02,-3.912647255e-03,-6.034458429e-02,-2.470462816e-03,-2.287070900e-01,-1.308871154e-02,-8.519763127e-03,5.167765915e-02,-5.107329041e-02,-1.057769209e-01,-4.348727316e-02,-2.327122726e-02,2.082264423e-01,-6.267031431e-01,-2.919870196e-03,-7.618027274e-03,4.988085851e-02,3.210617602e-02,3.022861779e-01,-2.035240680e-01,-3.260768205e-02,2.143032700e-01,2.141320407e-01,3.307409883e-01,-2.245189855e-03,-1.104230210e-01,-7.917114533e-03,2.060844749e-02,-6.380619109e-02,-5.289623048e-03,2.888143957e-01,-1.489867121e-01,-1.045512408e-02,-7.191668730e-03,-1.475682482e-02,-8.162685670e-03,5.264948010e-01,-1.370450191e-04,-1.800165139e-02,6.502967793e-03,7.403390110e-02,2.537180185e-01,1.600473374e-02,3.318805248e-02,-1.633311063e-02,2.831496298e-01,-5.270138383e-03,6.801781245e-03,-2.408007905e-02,-9.781663539e-04,3.070227802e-02,-2.256766520e-02,-1.641793875e-03,1.059643365e-02,5.603004619e-02,2.245165221e-02,3.363209590e-02,-3.319431096e-02,-7.330854982e-02,-3.590422496e-02,-3.830929520e-03,-7.471702527e-03,6.234352291e-02,-2.227432327e-03,-6.483603269e-03,-2.262151614e-02,-5.819981918e-02,-1.332969870e-02,8.047827333e-02,-1.135750394e-02,5.972316954e-03,-4.713064060e-02,7.221198827e-02,4.911836609e-02,3.717276454e-02,-4.112265073e-03,-1.526402775e-02,8.232200891e-02 +biases1 = -1.448665571e-04,-2.158526564e-03,-1.121263728e-01,-6.191703305e-02,-7.134281397e-01,1.557357669e+00,1.214133874e-01,-2.362869233e-01,-4.347063005e-01,-1.041929960e+00,-1.133075804e-01,1.406252235e-01,-9.058682621e-02,6.972194314e-01,3.185162544e-01,6.434800569e-03,-4.405175149e-01,7.795353532e-01,1.702157664e-03,-1.145386696e-02,-1.672431943e-03,4.902846413e-04,-9.626250863e-01,-1.199667850e-06,-9.451992810e-02,1.044584345e-02,-4.103950262e-01,-7.684929967e-01,-1.726540327e-01,4.841061775e-03,3.851886690e-01,-1.137783885e+00 +weights2 = 3.718314401e-04,2.734144218e-03,5.825198069e-02,6.599506736e-02,2.743968666e-01,-4.063935876e-01,-3.495910019e-02,-2.815813422e-01,2.593029439e-01,3.433019817e-01,5.653017014e-02,-8.832231909e-02,-2.548208535e-01,-3.940469921e-01,-1.070312113e-01,9.443481104e-04,4.656403959e-01,-2.341613322e-01,-4.625570774e-02,1.250465121e-02,-1.294629741e-02,-1.239335909e-02,3.593534827e-01,-2.352421143e-05,1.297128648e-01,-1.973238960e-02,3.574659526e-01,3.253524005e-01,2.317100167e-01,-9.846026450e-02,-2.041913569e-01,3.057290912e-01 +biases2 = 6.841565371e-01 diff --git a/params/D00149.002.txt b/params/D00149.002.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d6e0485c9973e45f83863e32e7eb56b2234c987 --- /dev/null +++ b/params/D00149.002.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 4.541676864e-02,8.907994255e-03,1.842314936e-02,1.054854515e-08,3.173470125e-02,2.921165976e-09,-8.192897916e-09,8.724121377e-03,-8.058114176e-09,1.361456459e-08,-1.437023282e-01,-1.373420358e-01,5.555603281e-02,1.177614095e-08,-3.876790000e-09,2.447373699e-03,-4.009285569e-02,-4.498219118e-02,-4.131391179e-03,1.230389302e-08,-8.642148226e-02,8.303345567e-09,-1.950064554e-09,7.023185026e-03,-6.462058000e-09,-7.138307279e-09,2.851527371e-02,2.354659606e-03,-1.563074999e-02,-8.883136893e-09,8.837233167e-09,-2.615679428e-02,-1.138337329e-01,5.723712966e-02,-4.862951580e-03,3.670427073e-09,4.035294987e-03,-1.115118486e-08,1.418691653e-08,-1.540373564e-01,4.614857385e-09,8.238377092e-09,3.096648864e-02,3.403868526e-02,-4.648381099e-02,-9.911400589e-10,-1.225074975e-08,3.229307011e-02,4.315324128e-02,-1.754203811e-02,-4.241883010e-02,5.523117519e-09,-1.287101023e-02,-8.798058282e-09,-1.207405287e-09,8.464405313e-03,-1.810014777e-10,-1.587279286e-08,4.170743749e-02,5.269908160e-02,-1.070021093e-01,-1.138873440e-09,9.258521061e-09,-3.232488176e-03,7.740861923e-02,8.927345276e-03,1.013899129e-02,1.440591202e-09,-1.214601565e-03,8.681690034e-09,9.281172275e-09,4.547061771e-02,1.443114250e-08,5.551240800e-09,-1.812387109e-01,-9.531558305e-02,1.617384888e-02,6.027411015e-09,-1.190551213e-08,-3.904999467e-03,3.137338534e-02,-2.912889235e-02,1.920702122e-02,1.314804088e-08,-8.613806963e-02,9.406931234e-09,1.906474978e-08,1.607325859e-02,-1.003146100e-08,-5.518074442e-09,7.995586097e-02,6.399486214e-02,3.607198969e-02,-1.474886879e-08,2.050282166e-09,-3.475081176e-02,-1.663450003e-01,1.230128016e-02,-9.081897885e-02,4.068111625e-09,4.940658063e-02,1.394752758e-08,-3.720451058e-09,-1.636572033e-01,1.257474658e-08,1.162429619e-08,2.061340772e-02,-9.445618838e-03,-1.320747286e-01,-5.201692854e-09,-2.799593002e-09,4.758118466e-02,-8.147632703e-03,7.659406867e-03,2.801317163e-02,-2.048711778e-08,-2.773075365e-02,-5.255045732e-09,-1.788448856e-08,-3.489872441e-02,-7.110431799e-09,-8.494438930e-09,3.713312745e-02,-8.216595277e-03,-3.889575228e-02,1.113746073e-08,3.303063156e-09,2.764994977e-03,6.808583438e-02,3.468605131e-02,1.580560207e-02,6.518021234e-09,1.969140396e-02,1.826736806e-08,-2.173954794e-09,2.811112069e-02,-7.706237426e-09,9.195987083e-09,-1.311449558e-01,-5.279606581e-02,1.077187061e-02,1.400687299e-08,4.630197115e-09,-3.276999341e-03,-1.174277719e-02,-6.529895216e-02,9.986230731e-02,1.430709329e-08,-3.663839772e-02,1.170826192e-08,-3.849549568e-09,-2.770322934e-02,4.598994519e-09,1.074584777e-08,8.701346815e-02,-2.049833350e-02,3.436240600e-03,1.432245017e-10,-1.135666050e-08,-3.619676083e-02,-2.037916631e-01,2.823374048e-02,-1.467423290e-01,-3.132865967e-09,2.846707124e-03,9.139251134e-09,-6.140739028e-09,-1.802667677e-01,1.310558950e-08,2.615955896e-09,1.230589766e-02,2.533874661e-02,-1.244736835e-01,1.587211695e-09,-4.131050613e-09,4.286462441e-02,7.953099906e-02,4.713002127e-03,2.966186963e-03,1.485224921e-08,-4.989471287e-02,6.467721914e-09,-8.913516147e-09,4.296961799e-02,7.976115768e-09,7.877480890e-09,-9.888376109e-03,4.235143308e-03,-8.246207610e-03,4.109604657e-09,-1.505679137e-08,4.896798637e-03,1.000426486e-01,1.170019731e-01,3.680567490e-03,-1.576695752e-08,4.974928126e-02,1.177664899e-08,4.027281009e-10,9.950417280e-02,9.104320853e-09,-7.228458276e-09,-1.233371720e-01,5.657684803e-02,1.792520471e-02,-3.092232859e-10,1.396615623e-08,3.518018057e-04,-3.974422440e-02,-8.959807456e-02,9.982725978e-02,7.892229092e-09,-7.503987104e-02,-9.931464540e-10,1.540267647e-08,-8.832158893e-02,-9.664151257e-09,1.654371307e-09,5.933203176e-02,-3.427116945e-02,-3.788739815e-02,1.074082689e-08,1.352563839e-09,-3.713544458e-02,-1.484349221e-01,1.773113012e-02,-8.981733024e-02,-1.010115991e-09,1.193517353e-03,-6.486658766e-09,-6.947720177e-09,-1.399533153e-01,7.256903967e-09,-9.370510590e-09,3.927882761e-02,-5.886304379e-02,-1.407446563e-01,-1.006494443e-08,1.388141158e-08,3.152836859e-02,1.785128005e-02,-3.593398258e-02,-4.736738652e-02,1.388469428e-08,-3.623240069e-02,3.542762084e-09,1.988455178e-09,-4.448638938e-04,2.892082573e-09,7.961029169e-09,-1.840141229e-02,-6.293636747e-03,3.563728556e-02,-9.495990660e-10,-8.370852456e-09,2.431393415e-02,6.753890961e-02,8.544471115e-02,9.216589853e-03,-5.915077761e-09,3.307639807e-02,4.116003094e-09,-8.823576536e-09,5.209809914e-02,1.421956775e-08,-6.487014925e-09,-8.283356577e-02,1.269762069e-01,3.218696266e-02,-1.141385209e-08,2.142158095e-08,-1.826409996e-02,-4.991393536e-02,-1.135878488e-01,5.161243305e-02,1.118625104e-08,-6.155574322e-02,1.382226067e-08,-9.592210581e-09,-1.162402555e-01,-1.641228309e-08,1.333389932e-08,-6.851973943e-03,-1.290426869e-02,3.364795446e-02,1.679107964e-09,5.033597983e-09,-3.735713661e-02,-1.152479500e-01,3.496553004e-02,-1.135158315e-01,-5.572765027e-10,5.108130351e-02,-9.510745080e-09,5.975438366e-09,-9.043329954e-02,3.634752499e-09,5.281174165e-09,5.548742786e-02,-6.773488596e-03,-1.796337664e-01,-5.796944702e-09,-1.122450666e-08,5.425085872e-02,2.914811485e-02,-2.385502215e-03,2.035493776e-02,2.710728975e-09,-9.080704302e-02,-6.742770231e-10,6.542852038e-09,1.740094647e-02,-1.237724856e-08,1.845288722e-08,-3.263688413e-03,-1.485936195e-01,-1.009764615e-02,-4.095296102e-09,-1.773422742e-09,1.460133772e-02,4.599217325e-02,1.025389209e-01,1.047670916e-01,9.189597527e-09,5.515787005e-02,-7.788933942e-09,7.503865973e-09,-1.480361372e-01,6.729740654e-10,1.079228440e-08,-1.449931562e-01,2.337107360e-01,1.208548248e-01,8.064364287e-09,1.152806206e-08,-8.944013156e-03,-4.618214816e-02,-7.750522345e-02,-6.147980690e-02,1.410670336e-08,-5.094244704e-02,1.298382557e-08,-2.286050460e-08,-3.043357655e-02,-2.262491972e-09,-7.709227035e-09,2.829960734e-02,-9.537553787e-02,-3.576898947e-02,-6.540953112e-09,1.389274296e-08,-3.070782125e-02,-9.601096064e-02,5.183255672e-02,-2.005008794e-02,-1.309802666e-08,-4.606121685e-03,-3.348927802e-09,6.225710170e-09,-2.396814525e-01,8.959760933e-09,-8.880945424e-10,7.806531619e-03,-1.992727444e-02,-1.705207825e-01,4.553654787e-09,3.025470985e-09,4.403972626e-02,3.082249500e-02,-7.390394807e-02,-4.770551249e-02,1.179291331e-08,-5.605019256e-02,1.949820216e-08,-5.035296180e-09,2.922405601e-01,1.108707703e-08,-2.052069803e-08,7.294500619e-02,-1.593473107e-01,-3.497166932e-02,2.305117430e-09,-3.091089606e-09,4.675403237e-03,9.684510529e-02,9.253676236e-02,8.342090994e-02,4.854562530e-09,-1.918009669e-02,-7.966900029e-09,-8.911860583e-09,4.408893883e-01,7.749774156e-09,-1.685236395e-09,-1.984879971e-01,3.584119380e-01,5.931946635e-02,3.396990689e-09,4.784757035e-09,4.513259977e-03,-7.906005532e-02,-1.379653960e-01,-9.693492204e-02,1.172768549e-08,-1.691395193e-01,1.451350684e-08,7.076896846e-09,-1.975130141e-01,-2.883994821e-09,1.715713349e-09,9.246490896e-02,-1.684688926e-01,-7.922254503e-02,-8.405799612e-09,-3.039795526e-09,-3.119141236e-02,-1.399567574e-01,2.049468756e-01,-2.210135944e-02,-4.839643686e-10,1.843601465e-01,-2.081186334e-09,-5.795307789e-09,-1.177585125e-01,-4.527275888e-09,1.721069864e-08,-1.132794004e-02,-5.489466246e-03,-1.393403411e-01,4.409359544e-09,1.788636350e-09,2.831555530e-02,5.458232760e-02,-1.547260433e-01,4.523498006e-03,1.862269894e-09,-5.314625427e-02,-6.437056665e-09,-6.715877188e-09,-2.477391064e-01,-2.533176779e-09,-3.478095589e-09,7.784944773e-02,-2.229699194e-01,3.497561440e-02,-8.371353388e-09,1.468182820e-08,5.035768729e-03,1.437946260e-01,3.924123570e-02,-2.564876974e-01,-1.123037130e-08,-1.160425544e-01,-8.128379747e-09,4.977243062e-09,-1.458816975e-01,-5.918161516e-09,2.031611768e-09,-1.669703424e-01,3.319637179e-01,8.208467811e-02,-1.409426797e-08,-2.197590732e-08,-1.337024849e-03,-1.062595993e-01,-1.390440315e-01,3.611498326e-02,7.231216070e-09,-6.737253070e-02,1.232188751e-08,-5.680544368e-10,-2.758744732e-02,1.025824403e-08,2.888224326e-09,5.909257010e-02,-2.438732386e-01,-1.372397691e-01,-1.251313275e-09,-4.966945522e-09,-2.825071290e-02,-1.536683291e-01,-1.339606792e-01,-3.204774857e-01,1.145594286e-09,8.283516020e-02,4.664969300e-09,-1.482685086e-08,-6.705126166e-02,6.371729366e-09,3.612585342e-09,-2.477281354e-02,1.970064044e-01,-9.527339786e-02,9.619743224e-09,1.091558222e-08,2.807230689e-02,4.953162000e-02,2.359012067e-01,5.164272785e-01,3.576180685e-09,4.401879758e-02,1.135503425e-08,-3.664473613e-09,1.180243045e-01,1.052232435e-08,-8.635353765e-09,9.150815010e-02,-3.350034952e-01,2.553835325e-02,-1.688273077e-09,-1.194382904e-08,7.757213898e-03,6.971164793e-02,4.712493625e-03,3.974329829e-01,-1.470648492e-08,-1.221627146e-01,1.031476682e-09,7.873611096e-09,-8.125124872e-02,3.259044146e-09,-1.000794647e-08,-5.743895844e-02,2.845902145e-01,-1.254193634e-01,3.327429443e-09,-1.427352725e-08,-7.020246703e-03,-9.564866871e-02,-1.182184741e-01,-1.967405826e-01,-1.281720685e-08,-3.193245828e-01,-8.761389836e-09,2.151161738e-08,-9.207587689e-02,-2.325584614e-09,5.811445103e-09,7.902874053e-02,-2.062252313e-01,-1.256049871e-01,1.034366282e-08,-5.672956771e-09,-3.279718012e-02,-1.429231018e-01,4.345477223e-01,-1.162719950e-01,1.150615603e-08,-6.378420163e-03,-8.588576073e-09,4.366742967e-09,-3.148809820e-02,8.922743100e-10,9.327958850e-09,-6.228850409e-02,1.327981502e-01,-2.268436253e-01,1.319682319e-08,8.239961602e-09,3.173740953e-02,1.016059518e-01,-3.108234704e-01,-9.704067558e-02,-2.514890962e-09,3.973348141e-01,-2.117098941e-09,-1.221028167e-09,7.853040099e-02,-9.155834313e-09,1.895043678e-09,6.749861874e-03,-2.601879239e-01,3.661593497e-01,1.172798125e-08,-1.226394275e-08,1.530887652e-02,1.544717103e-01,5.015975237e-01,2.626057714e-02,1.585666265e-09,-3.366220891e-01,1.407484795e-08,1.399102167e-08,1.571091264e-01,2.242105879e-08,1.869798094e-09,-1.016816497e-01,1.519472003e-01,4.642634988e-01,-5.658692626e-09,-1.415391804e-09,-2.352104057e-03,-1.210928932e-01,-1.190406978e-01,-1.270488650e-01,8.899329884e-11,4.795281589e-01,-1.729428600e-09,4.834467493e-09,-1.078422740e-01,3.982232599e-10,-7.617309450e-09,1.302103996e-01,-2.139367610e-01,-2.010512650e-01,-1.008598360e-08,2.068760097e-08,-3.221049160e-02,-1.256493032e-01,-2.729432881e-01,-3.299092874e-02,5.103058864e-09,-9.106263518e-02,1.326429455e-08,1.178044151e-08,2.575967461e-02,8.947681707e-09,-2.634361618e-09,-5.092410371e-02,-1.707351506e-01,-1.654352397e-01,1.057089349e-08,8.282574626e-09,4.250141233e-02,2.619381808e-02,-9.362499416e-02,1.085951552e-01,-5.888777022e-09,-1.057754532e-01,1.324594212e-08,-1.718682796e-08,-2.000710666e-01,5.982421225e-09,-6.752285397e-09,-1.098339353e-02,1.831372231e-01,-2.070678771e-01,1.226218060e-08,-5.682009085e-09,-7.410906837e-04,1.121855453e-01,8.275859803e-02,1.591147296e-02,1.031932051e-08,-1.234155148e-01,-6.685412668e-09,9.632580067e-09,-1.619169861e-01,-1.438728514e-08,8.354588132e-09,6.537891924e-02,-2.174418718e-01,-1.473597437e-02,-9.394890199e-09,2.210705841e-09,-7.035140879e-03,-1.798258722e-01,-4.231966734e-01,-2.352139167e-02,-8.038730570e-09,-2.791676223e-01,-5.044403562e-09,1.262387705e-08,-1.345503032e-01,3.226325429e-09,-1.727602505e-09,4.368378222e-02,-4.798837006e-02,-9.715369344e-02,-1.139017325e-09,1.110770143e-08,-2.095984854e-02,-3.149956465e-02,3.868967593e-01,4.146913812e-02,8.573300292e-09,3.443240821e-01,8.401209506e-09,1.146584694e-08,-4.970600829e-02,2.724510839e-09,1.324218069e-08,-4.184903949e-02,1.608697027e-01,-6.244746596e-02,-5.953869842e-09,1.031542674e-08,3.358080983e-02,3.253103420e-02,-4.342366382e-02,-6.536924839e-02,6.816777809e-09,1.934349304e-03,1.108863579e-08,-1.977827208e-10,2.203624696e-01,2.032922719e-09,2.072567540e-08,-1.061867699e-01,5.583591014e-02,5.582686141e-02,-8.254405159e-09,1.094185187e-08,4.433471709e-03,2.270582318e-02,-1.798959076e-01,2.429282106e-02,9.624823605e-09,2.502996288e-02,-1.006659645e-08,-5.421783467e-09,7.979465276e-02,-9.668395862e-09,1.703742480e-09,3.574452549e-02,-3.132810071e-02,-1.961412653e-02,1.418520856e-09,-5.440126127e-09,8.098327555e-03,-2.353290468e-01,-7.870166004e-02,-9.281998128e-02,-4.295821920e-09,-6.692907214e-02,-1.057720578e-09,-7.863649287e-09,-2.328289002e-01,-2.576271196e-09,8.107750915e-09,2.713236399e-02,-1.083871275e-01,-7.264649123e-02,4.266271503e-10,-1.190361054e-08,-3.542876244e-02,1.298543960e-01,-3.242066875e-02,-1.205207407e-01,2.169166624e-09,-1.862178445e-01,9.330507922e-09,-4.545989807e-09,-2.151409090e-01,1.529247395e-09,-8.926829054e-09,-1.925325543e-01,4.982799292e-02,-7.073605061e-02,7.078957420e-09,-5.918152635e-09,2.948242798e-02,1.596376114e-02,3.121422231e-01,1.652586162e-01,-4.156482714e-09,1.608757228e-01,-1.251815540e-08,7.803247826e-09,2.310682088e-01,1.255546778e-08,-1.164319752e-09,8.525077254e-02,4.362685606e-02,4.423391074e-02,-8.832894971e-10,-6.932683316e-09,4.748913925e-03,9.484045953e-02,-2.974536121e-01,1.336684823e-01,1.353181567e-08,9.147404693e-03,5.485117693e-09,-1.161620400e-08,2.666334510e-01,-8.098517412e-09,9.308769755e-09,-2.265058607e-01,-6.398098171e-02,-1.787938923e-01,-1.370620240e-08,3.284954975e-09,-1.551616099e-02,-1.490363032e-01,2.089008987e-01,-2.706911266e-01,-1.058809485e-08,3.691304475e-03,-4.916951735e-09,-1.714693720e-09,-1.734852791e-01,-1.075280309e-08,1.700766816e-08,-2.095793188e-01,-1.354650129e-03,7.539456338e-02,-1.470107236e-08,1.179589493e-08,-4.254583269e-02,2.353950739e-01,6.657612044e-03,-2.430652231e-01,1.332728150e-09,-7.620379329e-02,1.373472003e-08,9.077664842e-09,-3.427496254e-01,1.599938404e-09,-1.020646323e-08,2.292277664e-01,1.932183653e-02,-1.789343208e-01,2.044370007e-08,4.450622537e-09,6.279855967e-02,-2.422730178e-01,8.094043285e-02,3.497954011e-01,-1.457844689e-08,-4.586706404e-03,-5.067126718e-09,2.714263925e-09,1.116089672e-01,-4.148989152e-09,-7.448779371e-09,1.790673435e-01,1.706789597e-03,1.630486995e-01,1.482141077e-08,1.096482372e-08,5.450773984e-03,-2.892480195e-01,-1.563102007e-01,4.064055979e-01,1.153668805e-08,-3.922345117e-02,9.482493013e-09,4.968807144e-09,1.718213111e-01,1.236612146e-08,7.897347665e-09,-2.689083517e-01,-1.961013861e-02,3.745573759e-01,-6.761964766e-09,-2.104299401e-09,-1.838495024e-02,-2.910671569e-02,-1.007469222e-01,-3.252887130e-01,-1.370299785e-08,-2.584418096e-02,8.739187152e-09,-9.867172857e-09,-2.294881791e-01,6.380785234e-09,-5.264996883e-09,-1.118779182e-02,-2.298415080e-02,-8.439393342e-02,-1.866112598e-08,-4.067293613e-09,-4.247527942e-02,4.383388460e-01,1.938079149e-01,-1.873804629e-01,7.185293693e-09,1.015006471e-02,-4.555607891e-09,2.400717403e-09,-1.221018005e-02,1.041921482e-08,1.445259468e-09,-3.115531802e-01,8.330588229e-03,-9.151893109e-02,1.969886920e-09,1.111584691e-08,5.627023801e-02,-1.737968326e-01,6.767871976e-02,7.682067901e-02,3.613203514e-09,-1.037783921e-02,1.275921147e-09,1.375162384e-08,-5.684552714e-02,-9.239254695e-09,-1.385123660e-08,5.730095506e-01,-1.050266530e-02,-3.112850189e-01,1.423140095e-08,-1.376879588e-08,1.387737878e-02,8.857072145e-02,-4.688967019e-02,5.047775432e-02,-4.956220767e-09,4.552082345e-02,-1.104829650e-08,-3.342601307e-09,-1.135552302e-01,-7.226125032e-09,6.319277879e-10,-4.892894328e-01,6.024828646e-03,-3.201307952e-01,2.718379744e-09,-1.484825152e-09,-1.804034598e-02,1.212977320e-01,4.823279101e-03,-9.579324722e-02,7.750363906e-09,-3.125628456e-02,-8.726469325e-09,1.290919727e-08,4.832902551e-02,-5.924345015e-09,-7.847937411e-09,3.766726255e-01,-3.818145394e-02,-1.017804071e-02,-1.209930112e-08,9.409099277e-09,-2.478550188e-02,2.780978084e-01,-3.361570835e-02,-1.678613760e-02,-4.253295216e-10,-8.352930099e-02,-1.227684088e-08,1.145942718e-08,3.145759553e-02,-1.103972824e-08,-6.087348847e-09,2.641452253e-01,2.392852446e-03,-4.101208877e-03,-1.299390462e-08,2.381301822e-09,2.022088133e-02,-5.674202442e-01,8.896558732e-02,3.236452863e-02,3.464409648e-09,3.851660585e-04,1.842299202e-09,1.733625243e-09,-1.015591621e-01,-2.010542399e-09,-1.246060322e-08,-1.891653240e-01,-1.271971129e-02,2.105088830e-01,6.758535398e-10,-1.636184521e-08,3.011661023e-02,-5.124799013e-01,-6.650848687e-02,-1.355744153e-01,9.627692421e-09,3.921340406e-02,-2.030623136e-08,-1.371808800e-08,-3.414152861e-01,1.898987190e-09,-3.133250548e-09,2.449449450e-01,2.890327887e-04,1.467186660e-01,1.718048281e-08,7.661196122e-09,-9.164340794e-03,6.353280544e-01,6.707362831e-02,4.827501252e-02,-1.186447562e-08,-7.937358692e-03,8.284509079e-09,-1.576674791e-08,1.582589149e-01,-9.630745978e-09,2.356275619e-09,-2.353088409e-01,-3.395671770e-02,-7.232982665e-02,-7.063060803e-09,6.566186261e-09,-3.907168284e-02,2.878392041e-01,3.578317538e-02,2.565035783e-02,1.000953542e-09,-3.484933451e-02,3.893564138e-09,9.600520379e-10,1.596235484e-01,-3.458052955e-09,8.572117238e-09,-1.549768299e-01,3.318957984e-02,-1.913172603e-01,2.331252080e-09,-1.638075009e-09,2.921728604e-02,-4.773778915e-01,-4.012960196e-02,2.485032938e-02,1.083237144e-08,-6.297741085e-02,9.771365939e-09,-3.947208338e-09,-1.132388115e-01,-7.916174383e-09,4.461115477e-09,1.073314324e-01,-4.048208892e-02,1.191966468e-03,6.286889676e-09,8.832646614e-09,2.618940733e-02 +thresholds = -2.647623122e-01,1.403586101e-02,-1.199993789e-01,-3.079302041e-05,-2.653667331e-01,-9.286765271e-05,-1.499042846e-04,-5.551893115e-01,-5.119636262e-05,-2.667037734e-05,-1.497776061e-01,-2.027730048e-01,-4.985007346e-01,-7.263369480e-05,-4.665007509e-05,9.445855021e-02 +weights1 = 1.405970454e-01,-1.969253719e-01,-1.200608388e-01,-1.155124605e-01,-4.207132757e-02,6.545317918e-02,-1.173391193e-01,-6.599031389e-02,-4.783160612e-02,-3.062297106e-01,-1.558073163e-01,-4.372243583e-02,8.248952776e-02,1.754212677e-01,-6.520906091e-02,4.927125573e-02,1.219385117e-02,-2.779555693e-02,3.315231204e-02,4.130284116e-02,2.591976151e-02,-7.909383625e-02,-4.517261684e-02,3.875703514e-01,-3.894856945e-02,1.855739504e-01,-1.283947378e-01,-2.210553288e-01,1.758824736e-01,-7.710771263e-02,-1.976167597e-02,6.859705783e-03,6.508477032e-02,-3.236894310e-01,-1.819665283e-01,-9.541714191e-02,-9.768172354e-02,9.229092300e-02,5.538527295e-02,1.657683402e-01,8.581183851e-02,-1.514551044e-01,-1.496852189e-02,-6.406679004e-02,1.266457140e-01,5.484338850e-02,-3.046150133e-02,1.344102025e-01,9.689481556e-02,6.597041618e-03,1.265737880e-02,-1.230929196e-01,-2.658222318e-01,-1.260301769e-01,1.544335857e-02,3.603288233e-01,-1.002577785e-02,1.400654316e-01,1.868651062e-01,-2.223618329e-01,6.873390824e-02,-1.836352423e-02,-1.587573290e-01,4.820160940e-02,-1.616897583e-01,1.819794625e-01,-6.574148685e-02,-1.573108733e-01,1.490173340e-01,1.550284624e-01,9.603394568e-02,3.607827052e-02,1.485683769e-01,8.143801987e-02,1.677945703e-01,6.853026897e-02,1.565593062e-03,7.773751765e-02,1.175725237e-01,1.039551869e-01,-1.365009975e-02,6.636950374e-02,4.375022650e-02,-1.718136370e-01,1.588442177e-01,5.690136552e-02,-7.119976450e-03,-1.662172079e-01,-1.862988919e-01,-2.042327672e-01,2.182848901e-01,2.825424075e-01,-9.009609371e-02,1.663137525e-01,1.687180251e-01,-5.432087183e-02,-6.702227890e-02,1.265637279e-01,-8.613647521e-02,5.494614132e-03,1.430413127e-01,1.109343488e-02,-7.243841141e-02,-5.276097357e-02,-8.626998216e-02,5.111106858e-02,2.245467901e-01,-1.948271543e-01,1.401990056e-01,-9.567806125e-02,2.515672939e-03,-1.879726499e-01,-1.028857008e-01,1.016602144e-01,-8.611826599e-02,-3.891066462e-02,-4.027163237e-02,-6.488420814e-02,-1.916662902e-01,-2.997697592e-01,1.375601590e-01,-2.220038176e-01,6.097091734e-02,3.363101482e-01,-3.107801974e-01,8.532054722e-03,2.913376316e-02,-5.343296099e-03,-1.201592460e-01,-4.844971374e-02,6.010485068e-02,6.944742799e-02,2.716839314e-02,-4.055020958e-02,-1.843916923e-01,-3.443229944e-04,-9.748298675e-02,2.582701668e-02,2.700133435e-02,-1.735764742e-01,-5.528496113e-03,-1.219809726e-01,-6.752883084e-03,8.911342174e-02,-7.436303049e-02,-1.212727502e-01,8.365795016e-02,-8.632756770e-02,-8.257658035e-02,3.458349779e-02,-1.264960021e-01,6.200848818e-01,-8.041447029e-03,2.444206178e-01,-7.672268897e-02,-2.391756885e-02,8.149614930e-02,-1.088020653e-01,6.391981151e-03,-1.151178777e-01,-1.927741803e-02,3.111505508e-01,7.257665694e-02,1.515965611e-01,2.344106138e-02,-1.305720359e-01,4.179729149e-02,-6.736656278e-02,1.160824820e-01,2.646310329e-01,2.460331470e-01,-2.279124558e-01,1.714165062e-01,-4.718884826e-02,1.354204565e-01,2.917443030e-02,1.400433015e-02,1.572548002e-01,-8.022507280e-02,1.666385122e-02,5.795241147e-02,2.011169940e-01,-5.070734397e-02,-7.274739444e-02,1.053637546e-02,-2.849726975e-01,-8.329727501e-02,-1.116096973e-02,1.539991945e-01,6.776951998e-02,-1.816477925e-01,-3.463995084e-02,1.001708880e-01,1.856999695e-01,4.950616509e-03,-4.024354741e-02,-1.353848353e-02,2.005720325e-02,9.633776546e-02,-7.330203056e-02,1.913123131e-01,7.818574458e-02,8.846686222e-03,3.161666989e-01,1.247714981e-01,3.188051516e-03,-1.100779474e-01,7.203029841e-02,2.354032174e-02,-3.923740610e-02,-1.331747472e-01,2.259826660e-02,-5.714716390e-02,-2.086149156e-02,1.184106842e-01,1.064251512e-01,1.127870101e-02,1.632081345e-02,1.423100039e-04,-3.186902404e-02,-2.693494260e-01,-1.079183370e-01,-1.646399125e-02,-1.057839245e-01,2.787383646e-02,-5.006364360e-02,-1.045955792e-01,1.408120692e-01,-9.799810499e-02,6.182802469e-02,1.727779023e-02,7.114898413e-02,-6.266924739e-02,-1.731750816e-01,7.404357195e-02,-3.995397687e-02,1.261098497e-02,2.583644539e-02,-5.525626987e-02,6.223082542e-02,-8.297656476e-02,1.241027936e-01,-2.180572134e-03,-7.684738189e-02,-1.558669508e-01,1.109385714e-01,8.097555488e-03,-1.629841328e-02,-1.667846590e-01,-6.627242267e-02,-1.537447236e-02,1.647889167e-01,-6.176001206e-02,3.670668975e-02,1.657592654e-01,1.414521132e-02,1.291070282e-01,2.076686770e-01,8.263785392e-03,-4.545908794e-02,7.700075209e-02,7.074093819e-02,5.948003381e-02,-1.562078577e-02,1.751568615e-01,2.583636642e-01,-6.199879572e-03,4.638288915e-02,1.250094920e-02,-4.292902350e-02,8.854056895e-02,-1.798320189e-02,3.403409570e-02,-5.161263049e-02,5.899732187e-02,-1.094213054e-01,1.406226307e-01,2.075545788e-01,3.693537787e-02,-1.081117392e-01,1.041878015e-01,-1.980676316e-02,7.108341902e-03,2.957797945e-01,-6.260229647e-02,1.643905938e-01,8.291795105e-02,4.680759087e-02,1.815088280e-02,1.375722289e-01,-1.753459573e-01,-2.058567246e-03,1.746814102e-01,-5.185977090e-03,5.685748532e-02,-3.030649014e-02,-4.543998092e-02,6.574312598e-02,1.840893924e-01,-1.088958457e-01,1.025421992e-01,1.062126160e-01,-1.238856912e-01,-8.241906762e-02,-8.762523532e-02,-4.123611376e-02,-5.173913762e-02,5.373881385e-02,-6.698733568e-02,7.204158232e-03,-8.816858381e-02,-2.953707427e-02,-4.622069746e-02,-2.643213868e-01,2.050614171e-02,-1.080571786e-01,-1.985723674e-01,1.142588779e-01,-6.047735736e-02,-2.314774543e-01,-1.290802211e-01,-1.173504665e-01,9.031451494e-02,1.801617295e-01,3.248891979e-02,4.065685719e-02,-1.045162231e-01,1.112531200e-01,5.780368671e-02,-5.139394104e-02,-8.510955423e-02,-3.631349653e-02,1.007859334e-01,-3.271904215e-02,-1.809766591e-01,2.171218395e-02,-4.932815582e-02,-9.632971883e-02,-4.061572626e-02,-1.485289037e-01,1.921820939e-01,-4.695815593e-02,8.498063684e-02,-6.200031564e-02,-5.117625743e-02,-1.027945057e-01,-2.362472378e-02,2.987142652e-02,-2.404222963e-03,3.544223607e-01,-6.219578534e-02,1.531966124e-02,9.597836435e-02,-2.347262762e-02,-8.643994480e-02,1.067026258e-01,-4.625843093e-02,1.296169311e-01,7.462108880e-02,-1.754384115e-02,-2.570478246e-02,6.961040944e-02,2.390814722e-01,1.130179390e-01,3.281463310e-02,1.011285409e-01,-9.524960816e-02,-6.046366319e-02,2.624791265e-01,2.869353257e-02,-5.434826761e-02,-7.385383546e-02,1.153501943e-01,2.306598984e-02,1.579521745e-01,1.097703502e-01,-8.676709980e-02,-1.646520942e-01,1.311080158e-01,-9.821126610e-02,1.161552668e-01,2.702726424e-02,2.015368454e-02,-8.079542022e-05,1.463446021e-02,7.435216755e-02,-5.913102534e-03,1.277478528e-03,4.009350762e-02,-2.967177890e-03,6.768461317e-02,-6.374271959e-02,3.258211911e-02,-2.588901296e-02,-1.340814233e-01,7.323189080e-02,-8.027528226e-02,-3.035975993e-02,-3.308479488e-02,-5.656235851e-03,-1.238916516e-01,2.059756964e-02,9.004502743e-02,-1.305447426e-02,-2.085482776e-01,-6.535943598e-02,8.578750491e-02,-2.265043184e-02,-1.331535075e-02,8.968251199e-02,1.433742605e-02,-1.432462037e-01,-1.735140383e-01,1.420922019e-02,7.184553146e-02,-1.398681849e-01,4.533385485e-02,4.768650606e-02,-1.121799052e-01,4.319782183e-02,5.119342357e-03,-1.062993705e-02,8.178985864e-02,-8.277519047e-02,-2.540342743e-03,-8.546916395e-02,8.092297614e-02,-8.699318022e-02,-7.310251240e-03,9.594950080e-02,-1.372918952e-02,1.042338088e-01,-8.009116352e-02,-1.211626977e-01,7.692579925e-02,1.136036962e-01,5.364505574e-02,-6.006534398e-02,-3.279544413e-02,8.084492385e-02,2.941646799e-02,2.479045540e-01,2.925693616e-02,-2.288529649e-02,-2.426040769e-01,7.394346595e-02,7.431787252e-02,-8.658752590e-02,-8.032978512e-03,-1.460566968e-01,-8.245281875e-02,1.079197135e-02,-2.679347061e-02,-5.505877361e-02,8.521179669e-03,1.154695526e-01,5.226535723e-02,-6.634902954e-02,-6.338384748e-02,1.849485338e-01,8.474354446e-02,2.108418196e-01,-8.785599470e-02,-1.126160026e-01,3.879805654e-02,1.282495111e-01,-1.777988970e-01,5.268743634e-02,-1.381148994e-01,7.773236185e-02,-1.166101918e-01,3.693874180e-01,5.068738014e-02,1.955929399e-01,-1.631510258e-01,-1.879364699e-01,2.567597851e-02,-6.440490484e-02,-2.084870785e-01,-2.126849890e-01,7.462646067e-02,1.362359077e-01,1.150532365e-01,1.080349386e-01,6.123407744e-03,6.246964261e-02,-1.049340069e-01,-2.268178202e-02,-2.500753850e-02,5.447019264e-02,1.954352856e-02,-8.091273159e-02,5.718361959e-02,9.715861641e-03,-1.162872836e-01,-1.427050214e-02,-6.602838635e-02,1.590068787e-01,-8.967322856e-02,-2.978512272e-02,1.814323217e-01,-2.903605103e-01,1.569460183e-01,7.981473580e-03,-9.599819779e-02,-2.216359042e-02,3.522450477e-02,1.201896369e-01,-1.264773458e-01,9.171832353e-02,4.130078480e-02,-1.431908552e-02,1.111377776e-01,-1.144014969e-01,-5.191180483e-02,6.034294888e-02,-1.448028088e-01,2.299371958e-01,-1.404966787e-02,-5.254943669e-02,5.335189775e-02,8.446893096e-02,-1.012510657e-01,-1.257185489e-01,-2.978407033e-02,1.113257855e-01,-4.534243792e-02,-6.325225532e-02,-8.156767488e-02,1.754862256e-02,-1.184742972e-01,2.096695453e-02,6.825962663e-02,7.295278460e-02,8.636759222e-02,-4.948387668e-02,5.016942322e-02,7.995446771e-02,-9.916757047e-02,-3.465200216e-02,2.843493968e-02,7.219219208e-02,5.502522923e-03,-5.306430906e-02,2.958315425e-02,6.843294483e-03,-7.695308328e-02,1.432718784e-01,-9.490673989e-02,2.996890433e-02,-8.887773752e-02,1.828642376e-02,2.720474824e-02,6.071815640e-02,-6.066345423e-02,-1.564176381e-01,6.899879081e-04,-9.757247753e-03,-1.015548334e-01,-2.741576731e-02,4.922920093e-02,-7.089582831e-02,1.413760036e-01,1.539487578e-02,-2.017271966e-01,2.801930998e-03,1.986274868e-01,1.835877448e-02,2.135274708e-01,-8.735020459e-02,-5.794515461e-02,6.401445717e-02,-1.525483385e-04,-5.214250460e-02,-2.469465137e-02,2.104736716e-01,-8.733772486e-02,3.005985357e-02,-1.316387504e-01,1.809680015e-01,-9.372618794e-02,5.431982502e-02,-3.232369944e-02,3.984473646e-02,-6.913659722e-02,8.151844144e-02,-4.345025867e-02,8.699507453e-03,9.315676987e-02,-1.146660224e-01,8.767799288e-02,1.696361005e-01,1.688332707e-01,3.925430775e-02,-8.307210170e-03,3.446900751e-03,-1.020832434e-01,4.135079309e-02,6.395249814e-02,7.188670803e-03,-9.457169473e-02,3.317467123e-02,3.379916027e-02,-2.631475404e-02,6.094458327e-02,-5.888037384e-02,-4.608958960e-02,1.911036074e-01,3.533113049e-03,5.199501291e-02,1.044128314e-01,-1.112630963e-02,1.014762372e-01,-5.488751456e-03,-1.713720560e-01,3.079961613e-02,3.386280686e-02,-3.728726879e-02,-9.321029484e-02,-1.087460369e-01,-1.056293994e-01,1.013911963e-01,5.818480626e-03,9.345778823e-02,-8.239818364e-02,-9.493857622e-02,5.945380032e-02,7.242724299e-02,5.756009743e-02,-1.410455406e-01,7.928320207e-03,1.062306389e-02,-9.739107452e-03,4.176149517e-02,1.453067511e-01,-3.922313079e-02,-7.507538423e-03,-1.132091284e-01,9.247213602e-02,2.219595388e-02,-2.945702709e-02,2.600479722e-01,-4.164426401e-02,7.721959800e-02,3.643584996e-02,-1.342873126e-01,-5.519850552e-02,-9.000108577e-03,-2.191177942e-02,5.795773491e-02,6.497600675e-02,-9.866757691e-02,-3.662369028e-02,-2.821350694e-01,-8.983825333e-03,4.337555170e-02,7.941590250e-02,-1.645124406e-01,3.956321627e-02,-1.776376963e-01,1.645077616e-01,-1.846073009e-02,-5.930635706e-02,-3.885558546e-01,7.796007395e-02,6.821481138e-02,3.953951970e-02,5.893883109e-02,1.146340594e-01,1.227985993e-01,1.557856202e-01,-1.152015477e-01,3.435206041e-02,1.590465754e-01,5.505804345e-02,1.357638091e-01,1.786772907e-02,-6.647236645e-02,5.127397832e-03,1.511457860e-01,1.532486677e-01,2.643814385e-01,1.189904436e-01,-7.734928280e-02,-3.202725351e-01,-1.320788264e-01,-9.275817126e-02,-4.753400758e-02,1.176944971e-01,-2.703630924e-02,1.339124143e-01,-7.295780629e-02,1.059843823e-01,1.751756519e-01,2.947542071e-02,-2.154132426e-01,1.594472080e-01,-2.578690052e-01,-1.105214506e-01,1.641481519e-01,-8.286539465e-02,2.619569898e-01,-5.733514205e-03,-2.063227817e-02,2.358947508e-02,2.103626877e-01,-1.172380745e-01,-2.974668741e-01,6.336144358e-02,4.673708230e-02,1.106098443e-01,3.640769050e-02,1.126806661e-01,-9.449759871e-02,1.361074448e-01,1.557215005e-01,7.403066754e-02,-1.611177772e-01,-1.844696999e-01,-1.297733188e-01,1.321093142e-01,1.014096569e-02,2.566876449e-02,-2.140661776e-01,1.340611931e-02,-6.160408258e-02,-6.838594377e-02,-4.169610143e-01,4.023472592e-02,-2.362889498e-01,-8.124192804e-02,1.339977831e-01,-2.862401605e-01,8.404218592e-03,1.522791535e-01,-1.473097354e-01,-1.355705261e-01,2.032280266e-01,-1.200711951e-01,-6.167130545e-02,-8.751279116e-02,-1.343914121e-01,1.138112023e-01,1.039866507e-01,-1.484096888e-02,-2.810596488e-02,8.270255476e-02,-7.295863330e-02,-2.112596035e-01,-1.086480450e-02,-5.900203437e-02,-5.805194005e-02,-2.945530228e-02,-4.886287730e-03,-7.648139726e-03,-3.585241362e-02,1.159844454e-02,-1.019811910e-02,-5.300808325e-02,9.095107019e-02,1.289668083e-01,4.830238968e-02,1.321645230e-01,1.189304069e-01,-4.799827561e-02,-1.107529178e-01,1.908574067e-02,1.231446280e-03,8.792380802e-03,-7.229495049e-02,-9.709732234e-02,5.971691012e-02,-1.075280979e-01,-4.457793199e-03,4.215599224e-02,1.413516551e-01,5.089444667e-02,1.901254058e-01,-1.856192946e-01,1.738562062e-02,2.583706984e-03,2.714832425e-01,-9.193152189e-02,1.686033756e-01,-7.668481674e-03,6.882367283e-02,5.124837905e-02,1.704556169e-03,-7.928701490e-02,-2.253938466e-02,-8.596344292e-02,4.366646409e-01,1.139249578e-01,2.429788262e-01,-2.474139631e-01,2.172458358e-02,7.298872620e-02,-1.237336472e-01,-2.604746819e-02,5.682287738e-02,-6.585550308e-02,-1.570464075e-01,-6.539007183e-03,-1.167101189e-01,-5.661725998e-02,-1.084055752e-02,7.479032874e-02,-1.168663576e-01,-9.739780426e-02,1.531198025e-01,-5.776857212e-02,6.458996236e-02,-1.977294832e-01,1.277231574e-01,1.646323353e-01,1.985801756e-01,2.227690071e-02,-1.265739799e-01,-2.708372474e-01,-5.102645233e-02,4.101014510e-02,-7.294534147e-02,1.015455462e-02,8.327072114e-02,2.707100846e-02,8.516242355e-02,-1.340682735e-03,-1.278252453e-01,1.426705122e-01,-3.292047232e-02,-8.131723106e-02,1.018280163e-01,-9.250827879e-02,-8.070644736e-02,2.339603454e-01,-6.751231104e-02,2.940774336e-02,1.387454197e-02,6.243623048e-02,4.619868100e-02,6.789240986e-03,-1.307956725e-01,3.011199646e-02,5.982382968e-02,-3.888743743e-02,2.619378455e-02,-1.570540369e-01,8.411063813e-03,-1.331513077e-01,-3.113807365e-02,-1.509704441e-01,7.311464101e-02,1.416633874e-01,1.263703257e-01,2.996236086e-02,-8.274087310e-02,4.983547702e-02,1.255624890e-01,-4.507957026e-03,-2.556292713e-02,2.084620595e-01,7.914178818e-02,4.724327882e-04,5.410027131e-02,8.438865095e-02,-9.787349403e-02,-1.360131204e-01,-1.309974790e-01,1.180858761e-01,-6.932625175e-02,-3.527860716e-02,2.964213677e-02,-1.490147226e-02,2.172272839e-02,6.730880588e-02,-6.740504503e-02,-1.377009451e-01,1.751694530e-01,-8.357262611e-02,-1.684821956e-02,-1.130537763e-01,6.313168257e-02,7.513868064e-02,1.376753598e-01,-8.119722828e-03,-6.853239983e-02,1.209781319e-01,-2.975821309e-02,8.319320530e-02,1.439674646e-01,-7.785987854e-02,-1.289170831e-01,6.627538800e-02,-8.664512634e-02,5.353965238e-02,-1.441949420e-02,3.417805955e-02,3.699127957e-02,3.967190161e-02,1.403057277e-01,-6.508783251e-02,-9.551913291e-02,3.244960308e-02,8.030716330e-03,-1.112549193e-02,-1.188001856e-01,1.747983843e-01,-1.786599606e-01,2.997563919e-03,-1.163722426e-01,3.138181567e-02,-9.170105308e-02,-2.275651395e-01,-5.335512571e-03,-5.779259652e-02,8.773086965e-02,5.597494543e-02,1.531728916e-02,-1.002215967e-01,-3.735663369e-02,5.035190657e-02,-1.089589000e-01,-5.429514684e-03,-4.471369088e-02,-7.759977132e-02,-8.500992507e-02,3.560093790e-02,1.059243456e-01,1.144100502e-01,-1.429260522e-02,5.201368779e-02,1.908208430e-01,1.841207445e-01,4.359235242e-02,7.439797372e-02,-4.819736630e-02,3.225299716e-02,-4.364070296e-02,9.728426114e-03,1.208845973e-01,-8.767341077e-02,-1.005609557e-01,6.139826775e-02,2.037605345e-01,-1.116380319e-01,-1.190751791e-01,1.945593953e-02,6.399436295e-02,-1.094966605e-01,-6.026428193e-02,1.247844994e-01,7.242342085e-02,6.199394539e-02,-4.933013394e-02,7.451627403e-03,-1.863298714e-01,-8.132253587e-02,-6.196838245e-02,-1.250781417e-01,6.978783756e-02,-1.302720159e-01,1.985194385e-01,-1.327424496e-01,3.162536398e-02,4.259094223e-02,-7.075628638e-02,-1.187434420e-01,6.042548269e-02,-3.764267638e-02,-1.074688807e-01,-3.402656689e-02,-2.298701555e-02,3.940784663e-04,1.166260242e-01,5.731289089e-02,8.572224528e-02,2.788972924e-04,1.140325963e-01,1.140712649e-01,-3.003131598e-02,-3.694672510e-02,9.964402020e-02,1.119817272e-01,-1.241817847e-01,9.936886281e-02,1.996675283e-01,6.810924411e-02,1.365053188e-02,-7.055753469e-02,-1.773314178e-02,1.143964082e-01,1.376710925e-02,-2.360923588e-01,1.182710305e-01,-7.364904974e-03,-9.425134212e-02,-6.647570431e-02,6.333830208e-02,2.521322966e-01,-3.326766565e-02,-8.598272502e-02,5.433666706e-02,-4.001026228e-02,-1.359401830e-02,7.198307663e-02,4.708674178e-02,5.427270010e-02,1.015335135e-02,3.372158855e-02,5.503874738e-03,1.197767854e-01,-1.522344649e-01,7.424717396e-02,-6.449999660e-02,1.073369011e-01,-2.778379917e-01,3.272289783e-02,5.423052981e-02,6.283113360e-02,-6.336236373e-03,1.293287128e-01,1.152080595e-01,-2.200295180e-01,-1.429865137e-02 +biases1 = 5.602832061e-06,-3.396628192e-03,0.000000000e+00,-1.837180571e-05,-5.666839331e-02,-7.425415330e-03,2.281970531e-02,1.567506976e-02,-3.158593550e-02,-5.605190620e-02,1.267634481e-01,8.101217099e-05,3.421350196e-02,5.775475875e-02,2.004753426e-02,1.518640202e-02,-1.807837747e-03,-9.765726281e-05,-4.614862427e-02,0.000000000e+00,-5.865798518e-02,-4.663318396e-02,-7.540058959e-06,-2.019162625e-01,3.036364727e-02,1.674361974e-01,6.919272989e-02,-5.083430093e-03,2.836568281e-02,1.201677844e-01,-5.294582993e-02,0.000000000e+00 +weights2 = 4.641395208e-05,-4.619649947e-01,-4.411035625e-04,2.170026419e-04,-1.556493044e-01,5.806037784e-02,1.040592864e-01,3.404456005e-02,-9.620463103e-02,-3.673388958e-01,-2.592954338e-01,2.368495800e-03,1.117408201e-01,2.702822089e-01,-3.080253489e-03,1.497076303e-01,1.432328601e-03,-1.764427521e-03,-2.081464976e-02,2.160484873e-04,-2.023524195e-01,-1.658537537e-01,6.142298225e-04,1.062900066e+00,-1.397604346e-01,4.443594515e-01,1.969111711e-01,-3.597333431e-01,2.876296639e-01,-2.010955513e-01,-1.297744513e-01,-1.052586158e-04 +biases2 = 5.546899438e-01 diff --git a/params/D00149.003.txt b/params/D00149.003.txt new file mode 100644 index 0000000000000000000000000000000000000000..f79726f4a834998fea3d16054fd7c8c8656170a1 --- /dev/null +++ b/params/D00149.003.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = 3.094066307e-02,6.320381165e-02,-1.001921967e-01,-1.162704453e-01,1.371098906e-01,-3.631236255e-01,-1.769934781e-03,-9.064052999e-02,1.563092470e-01,-7.829612494e-02,-1.981924069e-10,-2.034522891e-01,-1.651803255e-01,-2.972404659e-01,9.432391264e-03,-2.347986549e-01,-1.148560643e-01,-7.036049664e-02,-2.784545720e-02,-1.150149852e-01,-1.564282328e-01,3.839711845e-02,6.150953472e-02,-3.423544765e-02,-1.323594451e-01,-7.442762703e-02,-3.933250555e-04,-2.196462080e-02,-9.252959490e-02,8.801297098e-02,-6.891412288e-02,-1.296930909e-01,6.542189419e-02,-1.279115677e-01,-1.351195574e-01,3.945345804e-02,-3.693541288e-01,1.922573447e-01,-2.376375943e-01,-3.748045862e-01,-2.047417909e-01,-2.908818424e-03,-1.719842985e-04,1.066963002e-01,5.784126371e-02,7.310551405e-02,-1.365663707e-01,6.852595508e-02,-5.311574042e-02,-9.541063756e-02,4.872655869e-02,7.907066494e-02,1.390958279e-01,2.237358876e-02,-1.578789577e-02,2.905826271e-01,-8.322483301e-02,1.437338293e-01,-7.302720915e-04,4.466721788e-02,1.471604556e-01,4.563084617e-02,-8.708390594e-02,1.612763703e-01,-3.596102446e-02,6.105959788e-02,9.619937837e-02,-2.428245544e-01,1.304098964e-01,-3.549691737e-01,1.418929696e-01,2.567174435e-01,6.552024931e-02,-3.949470818e-01,-1.143776317e-04,-3.210802674e-01,-3.775131106e-01,-2.629700303e-01,1.547898725e-02,-3.415630162e-01,-9.720859677e-02,-3.805234656e-02,4.567745700e-02,5.102750286e-02,-5.630360544e-02,-2.715642005e-02,-1.508696824e-01,-2.268466651e-01,-1.772451401e-01,-5.846272036e-02,3.312243643e-05,-7.768865675e-02,-3.008588031e-02,6.604366004e-02,-1.281066984e-01,1.225518510e-01,5.827125907e-02,-1.159413382e-01,-2.214627862e-01,-4.059240222e-02,-4.471697509e-01,1.327173039e-02,-2.100791037e-01,-6.469044834e-02,-2.053207159e-01,1.508893520e-01,-9.008538360e-11,1.465716511e-01,1.402458400e-01,5.143352598e-02,-1.532522142e-01,1.965543032e-01,2.746421611e-03,-1.372305751e-01,-1.323937774e-01,1.224814728e-01,1.231618971e-01,2.595501244e-01,2.819497138e-02,-1.732846200e-01,5.066606775e-02,2.932909131e-01,8.011408759e-10,1.823516935e-01,2.120153010e-01,5.862122402e-02,-2.028845437e-02,-1.144425124e-01,-6.196573749e-02,-3.827005625e-02,6.058485806e-02,-3.164368570e-01,2.478509843e-01,-3.372054994e-01,1.372532248e-01,-1.260034740e-01,1.289823744e-02,-3.701964021e-01,-5.122205039e-05,-2.557692826e-01,-3.721709549e-01,-4.345436096e-01,-6.275890768e-02,-2.860233188e-01,-1.687200181e-02,4.759563599e-03,-1.574011445e-01,2.503010929e-01,-8.227343112e-02,2.140098661e-01,-5.611431599e-02,-1.049568057e-01,-6.245619059e-02,1.234056503e-01,3.000076298e-10,1.758975536e-01,1.306950897e-01,1.637476832e-01,3.311364353e-02,-1.754276082e-02,1.677593216e-02,-3.227444291e-01,-1.438866407e-01,-1.438665837e-01,-4.106936455e-01,-2.951688506e-02,-1.750247926e-01,-2.299912274e-01,-1.792435199e-01,1.862765104e-02,-5.608882803e-10,-1.082913503e-01,-1.814256757e-01,1.320824176e-01,-9.703895450e-02,2.923907638e-01,-9.754319675e-03,1.243302822e-01,2.658064105e-02,9.712418169e-02,-4.708318040e-03,4.503091797e-02,-9.507664293e-02,2.528849244e-01,-3.638505936e-02,2.172060609e-01,1.448206555e-10,1.188682169e-01,3.708300292e-01,4.800262302e-02,-1.578548849e-01,-1.237549782e-01,-6.108949706e-02,1.893622130e-01,1.250959635e-01,-3.841950893e-01,8.649705350e-02,-1.072416827e-01,-1.666747183e-01,2.683576345e-01,-1.063383594e-01,-3.245230913e-01,-1.938602072e-04,-3.685283661e-01,-2.718842626e-01,-3.202595413e-01,-2.023964077e-01,-4.540176690e-02,5.135560874e-03,-5.178042687e-03,-8.833903819e-02,3.079001307e-01,-8.843996376e-02,-2.768438458e-01,1.125682611e-02,-2.591472864e-01,-1.170322895e-01,7.701837271e-02,3.705115659e-10,1.053146645e-01,1.598540097e-01,2.611078024e-01,1.707501858e-01,3.740936890e-02,-3.360456228e-02,-2.423233986e-01,-8.952364326e-02,-5.851667002e-02,-4.751590490e-01,2.223672718e-01,-1.256786436e-01,-2.138022929e-01,-1.846279800e-01,-6.704334170e-03,-7.873839913e-10,1.493172795e-01,2.689958811e-01,6.404057145e-02,-2.510581613e-01,-2.617361248e-01,1.999119297e-02,-1.719761491e-01,-1.625062823e-01,2.121262997e-02,2.283557802e-01,5.502184108e-02,9.083045274e-02,-3.600881435e-03,1.406276077e-01,2.445560694e-01,-7.188523665e-10,4.239734635e-02,-2.081915438e-01,-9.277138114e-02,-2.093843417e-03,1.320400983e-01,9.940600395e-02,-1.195449661e-02,-3.816289604e-01,-2.341511697e-01,1.212155968e-01,-2.368533909e-01,6.812752038e-02,8.127111197e-02,1.599539518e-01,-1.483301073e-01,4.319092477e-05,-1.157632843e-01,3.146119416e-01,-3.462113142e-01,-8.335077204e-03,-2.557129972e-02,-1.006859243e-01,-4.417639284e-04,-9.793737531e-02,1.482356638e-01,-1.507615149e-01,1.056587026e-01,-1.710468084e-01,-6.239133701e-02,-1.278100163e-01,1.352806240e-01,-2.471230443e-10,1.695650965e-01,-1.766863465e-01,-8.226650208e-02,1.496627033e-01,-6.835461408e-02,-7.172480226e-02,-3.136373460e-01,-1.356445998e-01,-5.752322078e-02,-3.631249666e-01,-3.941093758e-02,-1.876545399e-01,-1.651575416e-01,-2.763913572e-01,6.264014542e-02,4.009405585e-10,-8.799104393e-02,-1.618155390e-01,2.428566366e-01,-2.418012917e-01,7.189594209e-02,1.541392885e-05,9.627839923e-02,4.024656117e-01,2.893673256e-02,1.425514072e-01,5.867827684e-02,1.026635543e-01,-6.299996376e-02,-2.330565639e-02,-5.881762877e-02,-2.605820773e-04,-3.608103842e-02,-3.030605987e-02,9.527985007e-02,-1.829089224e-01,-1.129962727e-01,2.578056157e-01,1.972393245e-01,5.931690931e-01,-1.492120028e-01,7.383991778e-02,-2.434877902e-01,1.332976073e-01,4.999821261e-02,1.797376275e-01,4.839903116e-02,-1.759885577e-03,-2.856975198e-01,-3.197556362e-02,-2.293211818e-01,-6.027761102e-02,2.998775244e-01,-1.942401677e-01,-1.859660596e-01,-2.215619832e-01,1.829587072e-01,-2.315115929e-01,-8.687003516e-03,-1.014433354e-01,-3.112094998e-01,-1.252395213e-01,3.556792811e-02,3.411436411e-10,2.912513353e-02,-6.478519738e-02,1.559992433e-01,1.525703222e-01,-1.239786968e-01,4.669139162e-02,-2.323060185e-01,-1.684011370e-01,-9.904951602e-02,-2.542811930e-01,2.080486417e-01,-1.877407432e-01,-3.973146901e-02,-1.514997631e-01,-1.081324220e-01,-5.622946119e-12,1.347733289e-01,2.193553187e-02,4.628092423e-02,-1.945315599e-01,-1.493271440e-01,-1.808194220e-01,-1.038315427e-02,-4.174198508e-01,-4.726836830e-02,1.631548107e-01,-6.512216479e-02,-3.263090923e-02,9.076443315e-02,-1.633936167e-01,1.490461733e-02,8.936060476e-05,5.024237931e-02,2.040470950e-02,-6.190799549e-02,-1.839081049e-01,-1.614856720e-01,3.722394109e-01,-3.662331961e-03,-1.618812084e-01,-1.153467149e-01,3.920730948e-02,-2.353951037e-01,7.198704779e-02,-3.634242415e-01,-7.576532662e-02,1.206799522e-01,3.478595190e-11,-3.937084973e-02,-1.269587781e-02,-9.099143744e-02,1.846705824e-01,7.117001712e-02,-2.546247840e-01,-3.341687322e-01,-8.025290072e-02,2.277419269e-01,-1.537403464e-01,1.411559731e-01,-1.533543020e-01,-2.697145045e-01,-2.266063914e-02,1.855085790e-02,-5.486850418e-10,1.784312725e-01,-1.686392911e-02,-7.209171541e-03,-6.592064351e-02,-2.281387299e-01,1.919480786e-02,4.359540530e-03,-2.585423589e-01,-1.701582372e-01,-3.387766480e-01,-1.960537396e-02,-1.805965006e-01,-4.040263891e-01,-1.320736557e-01,-1.340012848e-01,-1.042740339e-10,-1.628071070e-01,-8.968254179e-02,8.251678199e-02,-1.044513136e-01,-4.899048712e-03,-2.103365362e-01,1.033954546e-01,2.862955630e-01,-5.403943732e-02,2.060562819e-01,3.960249480e-03,7.180542499e-02,8.275461197e-01,-3.233683482e-02,-1.932809316e-02,1.986558418e-10,-4.558003694e-02,6.633260846e-02,-7.256959379e-02,-3.008984327e-01,2.614766546e-02,3.211455047e-01,-4.073750675e-01,1.440668106e-01,-1.778311133e-01,2.070200592e-01,-1.577289104e-01,9.870778769e-02,8.272964954e-01,1.905843429e-02,6.791207939e-02,4.377452290e-10,-1.358210146e-01,-9.340785444e-02,-5.195814371e-02,2.835313790e-02,-2.121675462e-01,-2.588029206e-01,-5.073900148e-02,-2.789087892e-01,2.519939840e-01,-2.200711966e-01,-5.206205323e-02,-1.469539255e-01,-3.734095395e-01,5.565934815e-03,1.246835142e-01,-2.416072966e-04,2.128627449e-01,-2.882395312e-02,1.508638728e-02,-3.125070333e-01,-2.108138502e-01,7.850170881e-02,-4.246622324e-01,-7.700657845e-02,-1.169592664e-01,-2.831041217e-01,-3.131892532e-02,-7.527879626e-02,-3.608514965e-01,-7.472614944e-02,-8.298923820e-02,-4.873350845e-04,-1.144880876e-01,8.972037584e-02,2.048362279e-03,-1.416766550e-03,1.598590612e-01,-2.115939707e-01,6.527552009e-01,-8.008270524e-04,-6.961304694e-02,4.828615114e-02,1.311746836e-01,-6.842622161e-02,-3.011972904e-01,-2.146354020e-01,-1.190330908e-01,-3.922883188e-04,-3.114867210e-02,-2.051199228e-02,-5.455427617e-02,-1.678631525e-04,1.260993034e-01,4.306702912e-01,8.022671342e-01,-1.919489354e-01,-1.488327980e-01,1.186375245e-01,-4.187762141e-01,-3.357824385e-01,6.023820117e-02,2.714287639e-01,-7.187896874e-03,-4.352640470e-10,-8.179024607e-02,3.558266908e-02,2.867362201e-01,-7.024112344e-01,-2.528665364e-01,-2.856617570e-01,-3.559052646e-01,-1.180587634e-01,1.504838765e-01,-1.761204451e-01,1.634008586e-01,-1.370729506e-02,-1.712156683e-01,-5.164001584e-01,2.830266654e-01,4.627758454e-10,9.295019507e-02,-5.102801137e-03,-1.335810572e-01,1.488354057e-01,-1.245901585e-01,-5.011033267e-02,-1.770470291e-01,-2.612207830e-01,-1.105997339e-01,-2.865705192e-01,6.829325110e-02,-3.583739400e-01,6.317721307e-02,-1.806673706e-01,3.790373355e-02,1.700322660e-10,-8.968241513e-02,5.269072577e-02,7.688383013e-02,-8.141099811e-01,-7.447071373e-02,-1.674707532e-01,-4.985693395e-01,3.589060605e-01,-2.919618506e-03,9.406301379e-02,7.714874297e-02,5.161276460e-01,-1.630112082e-01,1.571939141e-01,-3.266223967e-01,1.084454416e-04,1.136178616e-02,-1.370622218e-01,-3.198886216e-01,1.081455827e+00,3.175367117e-01,7.281187177e-02,-1.650643647e-01,5.508545041e-01,-1.159136519e-01,3.941477835e-02,5.369135737e-02,6.423202157e-01,-8.714811504e-02,-4.491527379e-01,-1.291681267e-02,1.706982888e-10,2.787729353e-02,-1.393501367e-02,2.849332392e-01,1.088751078e+00,-1.967616230e-01,-3.067837059e-01,-1.948731095e-01,-3.120801747e-01,2.735785842e-01,-1.565660685e-01,4.263766482e-02,-1.749602407e-01,-4.497562349e-02,-3.074555695e-01,1.682458818e-01,-9.540434985e-05,2.860600352e-01,-4.531883821e-02,-6.313741952e-02,-5.246289372e-01,4.597444832e-02,5.076954886e-02,-6.912729889e-02,-1.222012341e-01,-2.765574753e-01,-2.466242909e-01,-2.134978920e-01,-2.625336051e-01,4.275182262e-02,-4.609306455e-01,-1.677740514e-01,-5.453676931e-05,-2.350046039e-01,4.342047498e-02,3.371833265e-01,-4.335537553e-01,-2.415928692e-01,1.091814563e-01,1.987207383e-01,-3.301670849e-01,3.687734017e-03,1.153758243e-01,6.843274459e-03,-3.957325518e-01,-1.204974353e-01,9.531132579e-01,4.328143783e-03,1.136416516e-10,-1.515863091e-01,-3.769438714e-02,-6.477465630e-01,-4.145354927e-01,2.534054220e-01,-1.434278935e-01,-2.203935832e-01,-9.577031434e-02,-6.932233274e-02,4.222090170e-02,7.718884945e-02,-3.066163063e-01,-2.014054060e-01,9.960118532e-01,-5.881679058e-02,-1.220926138e-10,6.341000646e-02,1.476467103e-01,4.119005203e-01,-5.605687201e-02,-1.285152137e-01,-1.637543589e-01,-4.199416842e-03,2.710204571e-02,8.666417748e-02,-1.206493825e-01,-2.113563865e-01,-2.476882637e-01,2.068653703e-01,-3.988714516e-01,1.393307298e-01,4.152126494e-04,-2.366250008e-02,-1.283620298e-01,-3.329951763e-01,-3.614692092e-01,-1.643385589e-01,-9.576019645e-02,-1.315476298e-01,-6.007767469e-02,-2.603259683e-02,-2.437436432e-01,-1.111139432e-01,3.257372379e-01,1.263103932e-01,-4.442511201e-01,-5.212287232e-02,-3.019252972e-06,-1.531680077e-01,2.422592603e-02,-3.837875649e-02,-5.469541997e-02,-2.191233635e-01,3.318249285e-01,1.271422356e-01,-8.732167631e-02,-1.026430652e-01,7.349328697e-02,1.332114488e-01,3.427565843e-02,-3.411819041e-01,-4.165915251e-01,-3.732288629e-02,-4.361653538e-10,4.196969792e-02,-9.631078690e-02,-1.290726215e-01,1.873192340e-01,3.771511912e-01,-2.681905031e-01,2.965550423e-01,-3.962290585e-01,-1.121016666e-01,4.756476730e-02,7.866048068e-02,2.605527081e-02,-3.763046861e-01,3.650286421e-02,5.208929628e-02,-3.195996245e-10,-1.395415515e-01,2.230075300e-01,-1.958597153e-01,-1.350567639e-01,-2.156053483e-02,-9.935758263e-02,-1.783365905e-01,-1.934440434e-01,2.612712681e-01,-2.375552654e-01,9.098043665e-03,-7.609001361e-03,-2.678714506e-02,-3.206854165e-01,1.114188507e-01,3.003296500e-10,3.745183945e-01,-9.026418626e-02,-3.960410655e-01,-1.589339972e-01,7.096104324e-02,1.776522100e-01,7.655776292e-02,-1.527057439e-01,1.041423753e-01,-6.359642744e-02,-7.839846611e-02,7.466701418e-02,-1.692878604e-01,-1.625407487e-01,-1.229038835e-01,2.232050100e-10,-2.823990881e-01,-3.373800218e-02,-8.389467746e-02,-5.370033160e-02,-1.321931183e-01,1.189948842e-01,-4.251023531e-01,5.286820531e-01,-3.669500351e-01,6.185340695e-03,-1.177242696e-01,-2.842015028e-01,3.617462218e-01,1.818554550e-01,-4.920471460e-02,5.946033634e-04,-2.412098087e-02,-1.509565115e-01,5.878584385e-01,6.034447253e-02,-5.351247266e-02,-6.102931127e-02,-4.459160268e-01,4.238171875e-01,2.901545465e-01,-2.244001813e-02,2.614387870e-01,-2.235401571e-01,2.189396173e-01,-2.190596610e-01,-3.112072684e-02,-6.270065578e-10,1.094999760e-01,5.618451908e-02,-4.893854558e-01,1.729588769e-02,2.228693217e-01,-5.260633677e-02,1.975157559e-01,-1.762508154e-01,-1.373863667e-01,-2.007901222e-01,-2.193672806e-01,-3.109603226e-01,-1.540481895e-01,-1.499764808e-02,1.327657551e-01,-1.359052403e-04,4.730789363e-02,-1.190979779e-01,1.944662929e-01,-4.112208784e-01,-2.003832310e-01,9.335008450e-03,1.811843961e-01,-4.275384247e-01,-5.066877604e-01,8.396058530e-02,1.698154360e-01,7.423575521e-01,-1.257693470e-01,-1.866213381e-01,-1.154266298e-01,-4.012641885e-10,-1.901879311e-01,1.755985469e-01,3.821889758e-01,-2.775294185e-01,-2.964372337e-01,3.041746095e-02,-1.642641127e-01,-3.265914693e-02,2.421065420e-01,-1.077429652e-01,-3.240061104e-01,-3.977569640e-01,-1.501381546e-01,1.540257484e-01,3.286983585e-03,7.533207536e-04,-3.765757009e-02,-1.657748669e-01,-1.754700392e-01,3.854011595e-01,1.376517713e-01,-5.098203570e-02,-1.771564409e-02,2.597025037e-01,-4.678700864e-01,-3.351213932e-01,7.228543162e-01,-6.584035158e-01,-1.867854446e-01,-4.149613976e-01,8.985485137e-02,5.981481421e-10,4.500852525e-02,2.307062410e-02,3.152821362e-01,4.525737166e-01,1.662396640e-01,-6.605669856e-02,-3.906314075e-01,-1.973454654e-01,-1.301044673e-01,1.707052439e-01,-2.503526211e-01,1.288803071e-01,-1.641033590e-01,3.024032712e-01,1.934359670e-01,-6.152996793e-04,3.209143644e-03,2.179372311e-02,-3.155533075e-01,-6.476586461e-01,-2.180715650e-01,-2.219945006e-02,-2.517530322e-01,6.362594664e-02,1.825023592e-01,6.676620245e-02,-3.390718699e-01,6.260850430e-01,2.492674999e-02,-1.784793660e-02,6.382775307e-02,-1.270751673e-04,8.054443169e-04,-2.149634808e-02,3.843083605e-02,-6.886020303e-01,-1.553832442e-01,6.887681782e-02,4.294935465e-01,-3.408854604e-01,3.029751778e-01,-1.535007209e-01,-2.412632406e-01,-2.870514393e-01,1.170428768e-01,-1.361807138e-01,-3.587678075e-01,3.495489176e-10,-1.217971817e-01,-7.691313326e-02,-1.280227304e-01,5.970006585e-01,7.170680165e-02,-5.390199274e-02,3.225014210e-01,-1.967793107e-01,-2.265931666e-01,-7.052196264e-01,5.288380980e-01,-1.810885221e-01,4.530984536e-02,1.674974859e-01,3.438844904e-02,5.206154310e-04,-2.438728511e-01,5.827065930e-02,6.536959857e-02,4.186409116e-01,1.304118782e-01,-2.108176053e-02,-3.941635787e-01,-3.795032576e-02,-1.496137977e-01,5.240521431e-01,-2.497688681e-01,2.410044670e-01,-2.547623515e-01,-1.757002920e-01,9.896181524e-02,-2.492642481e-10,1.290155798e-01,2.488296852e-02,-2.473552674e-01,-5.715550780e-01,-1.167858690e-01,4.665912688e-02,-4.706817865e-01,1.311828792e-01,-3.688601851e-01,3.519334793e-01,-1.516103894e-01,2.421684265e-01,-1.091259271e-01,2.945187390e-01,-3.392416537e-01,-2.341656868e-10,1.560570449e-01,-7.662759721e-02,1.144628525e-01,-3.415567577e-01,-2.972009778e-01,-4.445369914e-02,3.112183213e-01,-1.109794527e-01,6.316987276e-01,-4.192796052e-01,-2.344938815e-01,-4.957999885e-01,1.117579043e-01,-5.526303649e-01,1.961324662e-01,-6.893556565e-04,-1.114520878e-01,-5.855678394e-02,-1.915764436e-02,2.090828717e-01,1.500920057e-01,1.104110386e-03,3.172383308e-01,1.103969757e-02,-6.268735528e-01,-6.415042281e-01,5.148800015e-01,-8.306746930e-02,9.681136161e-02,-3.062992990e-01,-1.438197866e-02,1.610950817e-10,5.737627149e-01,1.737876981e-02,-1.202606782e-01,2.362969518e-01,-6.915874779e-02,-4.732020944e-02,-3.267341256e-01,9.094342589e-02,5.096889138e-01,1.363474727e+00,-2.704892457e-01,3.740889132e-01,-1.003960669e-01,8.681827784e-02,1.489535570e-01,1.896115209e-10,-1.693175435e-01,1.371371560e-02,5.977592617e-02,-8.144729584e-02,-1.269058883e-01,2.906285413e-02,-9.553912282e-02,-1.670036316e-01,2.230264395e-01,-5.310720205e-01,-2.395858765e-01,-2.368076444e-01,-7.335340977e-02,2.684166431e-01,6.321614981e-02,-4.288090277e-04,-1.859815270e-01,-7.487615198e-02,1.932663471e-02,-2.543762326e-01,-3.721753135e-02,-5.588953942e-02,-1.270399690e-01,-1.506776512e-01,-2.165455371e-01,-4.374364614e-01,-1.128635630e-01,-2.427646369e-01,-1.314549893e-01,-3.152054250e-01,-2.078476697e-01,-1.091390311e-10,-2.908178568e-01,-6.596342660e-03,-4.584834352e-02,-1.859750301e-01,9.802151471e-02 +thresholds = -2.916165888e-01,-9.240225554e-01,-8.577672243e-01,-4.535631835e-01,-9.948139191e-01,-4.362292588e-01,-7.671324611e-01,-8.405613303e-01,-1.064948320e+00,-3.965112939e-02,-3.766729962e-03,-2.840844095e-01,-2.111406326e-01,-3.549622595e-01,-1.145058870e+00,-5.434647202e-01 +weights1 = -1.266014129e-01,1.673193090e-02,7.357969135e-02,-2.113808393e-01,-1.575227827e-02,1.201234609e-01,-8.372859098e-03,-4.635957070e-03,4.530749749e-03,1.593526155e-01,-2.323826849e-01,2.386657894e-02,6.556476653e-02,1.094675902e-02,-2.169294655e-01,-1.171339676e-02,-1.334677190e-01,5.096921697e-03,5.930670071e-03,1.033963338e-01,-3.124581575e-01,1.717604697e-01,-1.345434599e-02,1.463902835e-02,1.620636205e-03,1.908950955e-01,9.100493044e-02,1.876281016e-02,-5.840972066e-02,-5.742859840e-02,-1.008661091e-01,1.949564070e-01,1.737960242e-02,-1.609706134e-02,-1.794120669e-02,1.114982762e-03,-1.392316073e-02,-2.036725730e-02,5.110087804e-03,2.056767233e-03,-4.453822505e-03,-1.415921748e-02,-5.884909630e-02,9.712561034e-03,-5.497973878e-03,2.284583170e-03,-9.186401963e-03,1.892163791e-02,-2.698180825e-02,7.994919084e-03,-4.815883934e-03,-2.035224065e-02,-5.438031256e-02,-4.500641674e-02,-1.079448592e-02,5.224719644e-04,3.115210682e-03,-3.089400940e-02,-2.344134497e-03,1.962817274e-03,-6.684395485e-03,-6.057399791e-03,-4.423390143e-03,-2.373329923e-02,2.890228629e-01,-8.401263505e-03,-9.024522454e-02,2.274988443e-01,-3.746664384e-03,-9.927114844e-02,-2.820914378e-03,-5.487610586e-03,-1.297120564e-02,-1.464306265e-01,1.339218915e-01,-1.048763096e-02,-1.984729432e-02,-2.055926062e-02,2.780744135e-01,-7.483111694e-03,3.080841601e-01,-1.850919984e-02,1.051994413e-02,-1.027140543e-01,8.627359569e-02,-8.538053930e-02,7.529570721e-03,3.887216561e-03,3.203663509e-03,-1.382674426e-01,-7.552010566e-02,4.212558735e-03,4.863436520e-02,1.776245832e-01,-1.499224547e-02,-1.231703088e-01,3.034767695e-02,-1.518345345e-02,-1.048951037e-02,3.673115373e-02,2.511178702e-02,-1.644813083e-02,-1.022964623e-02,-3.151167883e-03,-1.098901872e-02,-2.154888213e-02,6.950074434e-02,-1.144383475e-02,-1.027132291e-02,4.966626409e-03,4.527438432e-02,-1.978506148e-02,4.282793030e-02,4.862920847e-03,9.072743356e-03,-3.559549153e-02,5.358599126e-02,-3.178605437e-02,1.171178650e-02,-5.200325511e-03,1.027853345e-03,-5.182929710e-02,2.136876283e-04,8.779109456e-03,-9.520899039e-04,4.379136488e-03,2.756821178e-02,-2.526712976e-02,2.292748988e-01,-5.148415919e-03,-7.388228178e-02,2.108711004e-01,1.778213866e-02,-8.600752056e-02,-9.391416796e-03,3.661740571e-03,-1.778031886e-02,-1.192066297e-01,1.963469237e-01,4.866996314e-03,-2.409607172e-02,-2.009243332e-02,2.680613995e-01,-5.806400906e-03,2.736659944e-01,-2.412209287e-02,-1.534940791e-03,-8.882261813e-02,1.145744249e-01,-8.806341141e-02,1.549512800e-02,-1.560136769e-02,7.097882219e-03,-1.524053961e-01,-6.470692903e-02,4.251230508e-03,6.040688232e-02,9.765008837e-02,7.393060625e-02,-1.290848553e-01,3.496196494e-02,1.830045693e-02,6.926679984e-03,1.483470015e-02,3.798363497e-03,-3.494137200e-03,-3.881820012e-03,1.068738196e-02,1.145166345e-02,-1.477922685e-02,2.133812197e-02,-9.558520280e-03,-8.928479627e-03,1.028409577e-03,1.397843473e-02,-9.168051765e-04,2.665415034e-02,-8.821688592e-03,2.556585241e-03,-1.747868396e-02,5.394894630e-03,-1.777312160e-02,1.163315307e-02,-9.869809262e-03,-1.594189182e-02,-2.900544740e-02,-2.022236213e-02,1.092069317e-02,1.330994722e-02,6.799408700e-03,1.096340083e-02,-2.860490046e-02,-1.743228436e-01,-3.647224046e-03,9.040472098e-03,-1.691848189e-01,-5.518443137e-02,3.964456543e-02,-2.669742564e-03,7.419158705e-03,3.306418424e-03,6.039934233e-02,-3.579898179e-01,2.636619098e-02,5.751202255e-02,5.181983113e-03,-2.271388173e-01,-1.192510827e-03,-2.857323289e-01,2.981078252e-02,2.329592407e-02,4.631594196e-02,-2.841966450e-01,1.090348214e-01,1.589554735e-02,8.392926306e-03,2.009287011e-03,1.181023344e-01,1.631782390e-02,2.990501001e-03,-6.488597393e-02,-7.663418353e-02,-1.772179008e-01,1.089846492e-01,-5.226977170e-02,-1.781932660e-03,5.401734263e-02,-1.122741681e-02,-7.633964065e-03,4.694827273e-02,-2.072906494e-02,-3.417302854e-03,-1.131102163e-02,9.555268288e-02,2.302763425e-02,3.312062845e-02,2.639909089e-02,2.503697388e-02,-3.721653670e-02,5.543922074e-03,6.852195598e-03,1.477277651e-02,1.506856736e-02,6.777816266e-02,3.013685159e-02,7.128827274e-02,8.386924863e-03,-1.284426916e-02,1.198048983e-02,8.684474230e-02,6.766059250e-02,-1.116401516e-02,2.199647017e-03,-1.090747584e-02,1.710712910e-02,8.568010479e-02,3.496699333e-01,-5.565303378e-03,8.332241327e-02,3.369876444e-01,3.830895945e-02,9.310912341e-02,9.655426256e-03,1.036888547e-02,-1.493860967e-02,1.967010647e-01,3.350180089e-01,-3.528816253e-02,-1.346085966e-01,2.564785071e-02,3.543280363e-01,1.084305253e-02,3.910875618e-01,-9.041902609e-03,-7.555051148e-02,5.583449081e-02,2.217844427e-01,-3.060644120e-02,2.201618627e-02,-1.627314487e-03,-5.262931809e-03,6.091986597e-02,6.955468655e-02,6.033599377e-03,8.965428174e-02,1.511163712e-01,1.104037538e-01,5.207113177e-02,4.392535612e-02,-5.839833058e-03,-1.559847686e-02,5.967921764e-02,1.565122604e-02,-1.929802634e-02,2.574183512e-03,-2.738286974e-03,-1.888027787e-02,-8.897350170e-03,7.144338638e-02,2.776830224e-04,-3.833864629e-02,1.292806491e-02,4.044259340e-02,-1.072892454e-02,7.891990244e-02,-1.908372715e-02,-1.497957949e-02,1.399595174e-03,4.464245215e-02,-2.439913340e-03,-4.402383696e-03,-1.388701785e-04,6.309394259e-03,-1.447565388e-02,-1.140117180e-02,-1.300455071e-02,1.647100039e-02,2.146658301e-02,3.800015664e-03,-3.583801212e-03,-1.318300366e-01,-8.491740562e-03,-2.623082837e-04,-2.482877374e-01,-4.710520059e-02,-1.726129092e-02,-9.485458722e-04,-5.208220500e-06,-7.609621156e-03,-5.649055913e-02,-4.064614773e-01,-8.040376939e-03,3.077392653e-02,-3.672495484e-02,-1.997437477e-01,1.376644894e-02,-2.446046472e-01,-1.057429612e-02,1.182913594e-02,-1.714552194e-02,-4.311867058e-01,-1.485926285e-02,1.364191412e-04,-8.551663719e-03,-6.095997524e-03,1.910456829e-02,-1.444066036e-02,-1.368931308e-02,-7.074262202e-02,-6.998356432e-02,-2.198174894e-01,-7.713174447e-03,-5.619404465e-02,-3.139751498e-03,3.814479103e-03,-5.183720961e-02,7.818786427e-03,5.648409482e-03,1.249175053e-02,-8.851567283e-03,-2.335400693e-02,2.126348950e-02,-4.510699946e-04,-6.708464585e-03,1.037588436e-02,-2.469163737e-04,-2.420868911e-02,-1.100067422e-02,-3.042579256e-02,8.993570693e-03,1.137311105e-02,1.836965233e-02,1.254095230e-02,-4.923452623e-03,-1.163562201e-02,2.271735854e-02,-2.791390289e-03,8.608462522e-04,-3.688376397e-03,-1.198644005e-02,-1.158842817e-02,-1.922860742e-02,-1.020111237e-02,2.085118089e-03,2.249084115e-01,6.359807216e-03,9.694988839e-03,1.625504941e-01,3.780250251e-02,-2.852835692e-02,9.879885241e-03,-1.455692295e-02,6.036030129e-03,1.263644639e-02,3.275731802e-01,-6.518858671e-02,-1.901622415e-01,1.850876212e-02,1.827094853e-01,1.826350391e-02,2.602551877e-01,-2.823797055e-02,-6.133365259e-02,-5.010164902e-02,1.770090312e-01,-1.447611749e-01,-4.889809527e-03,-4.601614084e-03,6.286343560e-03,-1.781586409e-01,-1.023230143e-02,-3.807157511e-03,3.099034354e-02,1.119218692e-01,1.256496459e-01,-1.423089057e-01,4.806919768e-02,-1.832953189e-03,-1.613250747e-02,3.467163071e-02,2.568394877e-03,-3.264555335e-02,-1.455103792e-02,1.159966690e-03,1.109263394e-02,-4.399080947e-02,4.776019230e-02,-5.261311308e-03,-2.360735647e-02,-6.566922180e-03,4.124148563e-02,-8.223954588e-03,4.151973873e-02,-2.867634175e-04,-2.991210902e-03,-1.631949842e-02,4.577397928e-02,-3.568535671e-02,6.405576132e-03,8.733244613e-03,4.884303547e-03,-2.065111138e-02,-2.869899757e-02,8.989453316e-03,-3.388044192e-03,2.658303268e-02,1.301141083e-02,-4.208061099e-02,2.799924612e-01,6.383621600e-03,-7.712626457e-02,1.832043678e-01,2.552336082e-02,-8.726724982e-02,-2.029986121e-02,-1.037025731e-02,-7.476352621e-03,-1.042084396e-01,1.859740764e-01,-7.446655538e-03,-1.219783723e-02,-1.135814935e-02,2.323922664e-01,-1.368557569e-02,3.133369982e-01,-1.123718172e-02,1.402457617e-02,-7.666839659e-02,1.005651578e-01,-9.476727247e-02,-6.566227414e-03,-1.974338107e-02,1.207741164e-02,-1.308356524e-01,-5.075079203e-02,7.482796209e-04,5.356860533e-02,1.242917478e-01,1.005073637e-01,-1.247837469e-01,3.815279156e-02,-2.040201984e-02,-8.715266362e-03,2.611282095e-02,4.559049848e-03,-3.019032767e-03,9.009674977e-05,1.151864696e-02,5.808631424e-03,-2.539134957e-02,4.044110700e-02,-1.599805895e-03,-4.030649550e-03,-2.974886913e-03,2.268850990e-02,5.517982878e-03,1.157684065e-02,-4.051135387e-03,1.297585666e-02,-3.527092934e-02,5.034032464e-02,-2.429879270e-02,-5.583496531e-04,-7.599501871e-03,6.962729618e-03,-3.545965627e-02,-4.446873907e-03,-1.308616158e-02,1.625602134e-02,5.106163211e-03,1.203893591e-02,-1.647335850e-02,2.482743263e-01,-9.636343457e-03,-5.026002228e-02,2.324650586e-01,3.951680288e-02,-6.309074163e-02,1.243194798e-03,2.950630896e-02,-1.208830276e-03,-1.235212460e-01,2.443311960e-01,-1.203803904e-02,-4.272026569e-02,-1.029276056e-03,2.494914234e-01,-1.290729735e-03,2.951668799e-01,-2.237844095e-02,-1.839297079e-02,-6.529016793e-02,2.494092137e-01,-1.119890735e-01,-7.203874178e-03,1.441556087e-04,7.074277382e-03,-1.537347585e-01,-3.163379431e-02,2.628820715e-03,4.921707511e-02,7.862763852e-02,1.000222377e-02,-1.251252145e-01,3.643112630e-02,3.996096086e-03,-1.877559163e-02,6.341283023e-02,-2.922319574e-03,-1.675334945e-02,4.052047618e-03,1.040526666e-02,-1.672760583e-02,-3.555820137e-02,6.214432418e-02,-7.057687617e-04,-1.268174034e-02,-6.618016865e-03,4.963953793e-02,-8.306342177e-03,5.084624887e-02,-9.832615964e-03,-1.523254812e-02,-1.476006582e-02,4.013260081e-02,-3.068652935e-02,-9.171025595e-04,1.405992452e-02,5.713786231e-04,-4.219548777e-02,-1.781849377e-02,1.433069445e-02,1.326210424e-02,3.074061312e-02,1.978776418e-02,-3.119211271e-02,-1.343820691e-01,9.051077999e-03,5.878928304e-02,-1.471385509e-01,-8.153031580e-03,7.313710451e-02,4.126361746e-04,-6.508884020e-03,1.547446381e-02,1.294995099e-01,-1.732696891e-01,2.197062597e-02,5.354717746e-02,1.149525866e-02,-1.404636055e-01,-9.022345766e-03,-1.531461030e-01,3.277012706e-02,1.902715117e-02,6.647410989e-02,-2.536344528e-01,1.064658090e-01,-1.339966059e-02,2.300962107e-03,-6.113061681e-03,1.267945468e-01,7.185679674e-02,-1.720305532e-02,-4.791713506e-02,-7.339965552e-02,-8.702410012e-02,1.358394027e-01,3.338450566e-02,1.348049380e-03,2.954481728e-02,9.540720284e-02,-6.572209531e-04,2.645090967e-02,4.187271406e-04,-1.309687737e-02,-7.508566137e-03,5.504932255e-02,1.121278405e-01,1.166310161e-02,2.063295245e-02,1.980921067e-02,6.989014149e-02,4.287581425e-03,1.079336479e-01,1.962139737e-03,1.126559544e-02,2.092331834e-02,8.335511386e-02,2.411139570e-02,1.160028297e-02,-4.336691462e-03,6.700055674e-03,4.083006456e-02,1.187521685e-02,-5.818137899e-03,1.280173287e-02,2.819635719e-02,1.934207045e-02,2.594955638e-02,3.765244328e-04,-4.167627543e-03,-4.862301983e-03,-1.597589068e-02,-3.230532864e-03,6.358653307e-03,2.376712859e-02,-6.586242467e-03,6.412781309e-03,-1.297700871e-02,1.022742596e-02,3.783003776e-04,-6.865509320e-03,1.241546217e-02,1.059734542e-02,2.336286008e-03,-1.292226743e-02,-1.480538305e-02,-1.280843746e-02,6.005538628e-03,-7.493389305e-03,-3.665186232e-03,-7.045100443e-03,-1.507997327e-02,8.586275391e-03,2.923768712e-03,-7.371072657e-03,7.484811824e-03,8.320265450e-03,-9.765939787e-03,9.065241902e-04,-8.100492880e-03,-1.005267445e-02,-1.355205546e-03,-5.412570317e-04,3.147353651e-03,2.157235518e-03,-4.818948451e-03,4.640928004e-03,-1.615325175e-02,-1.165345032e-02,5.597661249e-03,-1.126895193e-03,6.980680861e-03,9.367339313e-03,1.574174315e-02,5.538808182e-04,-1.822160929e-02,1.931943698e-03,7.943198085e-03,5.350179505e-03,1.247638557e-02,1.322983392e-02,6.344490685e-03,-6.632683799e-03,-5.937123671e-03,-1.156809367e-02,5.537724588e-03,-1.427942514e-02,-7.962500677e-03,1.668753452e-03,-6.261331029e-03,3.013689129e-04,-4.520242568e-03,-1.931210011e-01,-1.049711462e-02,1.904369518e-02,-2.566921711e-01,-3.989370912e-02,2.025767229e-02,-4.664622247e-03,1.223716978e-02,-3.729552918e-05,3.776960773e-03,-2.455502152e-01,1.735303551e-02,4.171940684e-02,7.562598214e-03,-2.105704844e-01,-8.080065250e-03,-2.403654456e-01,5.136641208e-03,1.551423408e-02,3.029413335e-02,-2.695660293e-01,5.571220443e-02,-5.994236562e-03,-8.903908543e-03,6.418106146e-03,3.493491560e-02,3.097050264e-02,-1.203162409e-02,-5.506683514e-02,-9.819627553e-02,-1.306090057e-01,5.495580286e-02,-5.740443710e-03,7.941372693e-03,1.792855747e-02,2.583126305e-03,5.782344379e-03,-3.557556774e-03,-7.469786797e-03,-3.931987099e-03,-6.369427778e-03,2.032006718e-02,1.605465077e-02,1.221878920e-02,5.503936554e-04,4.917548038e-03,2.083643898e-02,-1.460728422e-02,2.789057558e-03,2.632632479e-02,-1.433455385e-03,2.081107907e-02,3.022308275e-02,3.121772222e-02,-1.243220549e-02,1.822144608e-03,-1.245689206e-02,3.528058901e-02,8.339653723e-03,9.403170086e-03,-8.651703596e-03,1.720353216e-02,1.184049994e-02,2.762084827e-02,-1.738613397e-01,2.509521553e-03,3.710607439e-02,-2.529323101e-01,-9.612323716e-03,5.280292779e-02,-9.434256703e-03,-5.641175900e-03,-7.209485862e-03,7.210536301e-02,-2.196598202e-01,-2.101176418e-03,4.856887460e-02,1.830616780e-02,-2.368057221e-01,5.482473411e-03,-2.186303139e-01,1.027572155e-02,1.045724843e-02,6.033311412e-02,-2.085664272e-01,6.796845049e-02,-1.497639529e-02,1.073412690e-02,-5.836025812e-03,7.119586319e-02,3.765553981e-02,-6.301412359e-03,-8.220078796e-02,-7.184509933e-02,-7.059462368e-02,8.840461820e-02,1.584101841e-02,3.805698827e-03,8.810713887e-03,1.536003128e-02,3.869686509e-03,8.248492144e-03,-3.098530462e-03,-5.893148016e-03,4.134033341e-03,1.271901932e-02,-1.029624604e-03,-4.450873472e-03,8.869899437e-03,6.094049662e-03,1.815187000e-02,-3.645376535e-03,1.288236026e-02,1.213493664e-02,-1.729626581e-02,-1.268832292e-02,2.083370648e-02,-6.392263342e-03,3.805076005e-03,1.458195783e-02,3.128414508e-03,-4.655050579e-03,1.864403486e-02,1.213761419e-02,-5.953919142e-03,1.509605907e-02,-1.061242260e-02,-1.640404016e-02,-9.568265080e-02,-8.315456100e-03,3.838863969e-02,-2.304393798e-01,-5.791211501e-02,3.365306929e-02,-2.780680778e-03,-1.517620636e-03,7.669552695e-03,5.409026518e-02,-4.219695628e-01,2.602087334e-03,2.394275181e-02,4.947125446e-03,-2.367362678e-01,-8.780881763e-03,-1.829180121e-01,2.455648780e-02,-5.518043414e-03,3.063741326e-02,-5.457189679e-01,2.188971639e-02,4.924945533e-03,-8.268726990e-03,2.010321477e-04,7.441081107e-02,1.858238690e-02,1.880487613e-02,-7.594308257e-02,-5.300070718e-02,-1.825436503e-01,6.221069396e-02,-1.740968041e-02,5.863162223e-03,-9.239296196e-04,-2.681459766e-03,1.833482832e-02,-9.867640212e-03,1.266707014e-02,-1.668265671e-03,1.337795239e-02,3.664913354e-03,7.016888354e-03,-8.104239590e-03,1.011352055e-03,2.691172250e-02,-1.217438607e-03,3.278488060e-03,-1.153211109e-02,8.187505882e-04,-2.054427378e-02,-9.404329583e-03,1.293452550e-02,9.634338319e-03,-3.060634946e-03,-3.569526831e-03,1.026993990e-02,9.022331797e-03,-4.678300116e-03,8.697561920e-03,1.470039133e-02,3.416701220e-04,2.060783096e-02,2.555881627e-03,2.972341776e-01,-3.633641871e-03,-8.844567090e-02,2.757953107e-01,3.631173074e-02,-1.104835495e-01,-1.547942869e-02,-1.341663447e-04,-1.468704548e-02,-1.793205291e-01,4.270305336e-01,1.840426703e-03,2.008164488e-02,-2.343408577e-02,2.363130003e-01,-1.119064353e-02,3.189069629e-01,-2.678449452e-02,3.251694143e-02,-1.029218957e-01,1.124830991e-01,-4.110158235e-02,1.042071730e-02,1.303310390e-03,-9.539538063e-03,-1.781851649e-01,-6.901682913e-02,-1.014143229e-02,5.771659687e-02,1.195422262e-01,6.472852826e-02,-1.072019562e-01,1.132855564e-02,1.326685451e-04,-3.614381701e-02,2.758977190e-02,5.822708830e-03,-2.494936623e-02,-1.307195984e-02,3.059189185e-04,1.137338392e-02,-4.428530857e-02,4.846591502e-02,-4.908851348e-03,-8.503217250e-03,-2.159533650e-02,2.654710785e-02,3.308619373e-03,4.013875499e-02,-2.143345214e-02,1.479058247e-02,-2.235671505e-02,5.345864967e-02,-2.293948643e-02,8.682317100e-03,2.109245397e-03,1.192608476e-02,-4.792050645e-02,-2.379831113e-02,-1.003271551e-03,6.209941581e-03,3.210915020e-03,9.926639497e-03,-4.569428414e-02,-6.152344495e-02,-5.000865203e-04,-2.070173249e-02,-2.743247151e-01,-4.463960975e-02,-1.700606197e-02,-1.093506720e-02,-9.304575622e-03,-2.634228766e-02,-4.064930975e-02,-4.089669287e-01,3.409279883e-02,4.453397542e-02,-1.258742157e-02,-2.643100321e-01,-3.304770915e-03,-2.240241915e-01,6.093273405e-03,1.790884137e-02,-1.153064659e-03,-4.092817605e-01,1.553125121e-02,-1.182598062e-03,-2.851187252e-03,-3.260283964e-03,3.326743469e-02,1.145299710e-02,-2.064809389e-02,-8.917122334e-02,-7.738891989e-02,-1.259569079e-01,1.813909225e-02,1.944366726e-03,7.353879511e-03,-2.172072232e-02,-1.104701590e-02,-7.162688766e-03,7.891727611e-03,-8.147820830e-03,2.701772144e-03,1.636364684e-02,2.276242711e-02,-3.844403476e-02,6.960917963e-04,1.353125088e-02,-1.473273151e-02,-3.153764829e-02,1.568707079e-02,-4.332074523e-02,-7.366228849e-03,1.078989706e-03,2.697913535e-02,-1.434179023e-02,1.427181624e-02,1.712450408e-03,-8.504004800e-04,1.960659958e-02,3.732101992e-03,1.198943891e-02,-6.405773107e-03,8.955028839e-03,-4.804635420e-03,7.460773923e-03,1.780919917e-02 +biases1 = 1.213164721e-02,1.086723292e-03,7.537820190e-02,-1.390199363e-01,-3.814756125e-02,1.211692467e-01,9.165929805e-05,2.434190392e-04,-8.411683375e-04,1.738687158e-01,-3.226950765e-01,5.031263921e-03,2.609481476e-02,1.972407661e-02,-1.207865030e-01,-6.179016782e-04,-1.363204867e-01,2.657579072e-02,-9.861833416e-03,1.117971539e-01,-3.825467229e-01,1.011752561e-01,-5.824655760e-03,4.760095035e-04,-2.824195661e-03,1.861581653e-01,6.438148022e-02,-1.889821258e-03,-5.137033388e-02,-3.238931298e-02,-1.699258834e-01,1.639112830e-01 +weights2 = 3.631060421e-01,-4.295064136e-03,-8.222189546e-02,3.616210818e-01,1.003884152e-01,-9.713168442e-02,-9.474063409e-04,1.120234001e-02,9.740520269e-03,-1.607385427e-01,6.123200655e-01,-4.347086698e-02,-1.282703429e-01,-2.839979716e-02,3.843353689e-01,-1.061921753e-02,4.331865311e-01,-2.718272991e-02,-7.073649764e-02,-9.116655588e-02,5.854060650e-01,-1.206367835e-01,1.699598320e-02,-2.156416187e-03,2.079624217e-03,-1.613329500e-01,-6.546603888e-02,-4.301756155e-03,1.107455418e-01,1.652282923e-01,3.280526996e-01,-1.417432874e-01 +biases2 = 7.604246587e-02 diff --git a/params/D00150.001.txt b/params/D00150.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..20733683b4ef2f59d0a238e87c8f6b47835e8eec --- /dev/null +++ b/params/D00150.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -8.216228336e-02,-6.320052594e-02,-1.262684166e-01,-1.296386123e-01,2.202449553e-02,2.219356447e-01,1.459555477e-01,7.464093715e-02,2.586639822e-01,1.922662854e-01,-2.965311520e-03,-1.380435377e-01,6.992715597e-02,7.821066678e-02,-5.621093139e-02,-3.785231709e-02,-1.862450689e-02,-2.375314012e-02,-9.738222510e-02,-2.919353545e-02,-1.418596134e-02,-7.636593282e-02,-7.036712766e-02,-8.739190176e-03,-3.481719792e-01,-1.159500033e-01,5.167565867e-02,2.182236494e-04,-2.018768899e-02,-2.201690376e-01,-8.069613576e-02,-1.066754088e-01,-1.120339558e-01,5.074663088e-02,-1.629312336e-02,9.592466056e-02,-5.396748707e-02,-1.518102288e-01,-2.610466778e-01,-6.523220986e-02,-9.836624563e-02,-2.358991504e-01,-6.049822271e-02,5.994781107e-02,-2.099368870e-01,-1.171811000e-01,1.187476143e-02,-5.882098153e-02,-1.092006490e-01,-2.081787772e-02,-8.516560495e-02,3.020942025e-02,-1.419325825e-02,-3.294557333e-02,-1.879855394e-01,-5.274292827e-02,-1.204291061e-01,-1.470120698e-01,-1.758362167e-02,3.627320006e-02,-1.624668241e-01,-5.166853219e-02,4.253242537e-02,-1.307601631e-01,8.120451868e-02,2.194391750e-02,5.740795732e-01,-1.251739264e-01,-1.014108025e-02,-1.384576857e-01,3.869280685e-03,-4.668746609e-03,-1.883875877e-01,-2.351835817e-01,1.344617829e-02,-1.593471617e-01,1.092222184e-01,-1.717188209e-01,-5.411433801e-02,3.902499974e-01,-2.043921947e-01,-8.338901401e-02,-2.797447443e-01,1.723193564e-02,4.132493958e-02,2.230256498e-01,1.082538143e-01,8.354695141e-02,9.566126019e-02,1.850986630e-01,-2.742467821e-02,3.678913414e-02,-1.020928621e-01,-2.230385132e-02,-6.830041856e-02,-1.896994412e-01,-1.706183851e-01,3.745665029e-02,-3.151464164e-01,6.001485139e-02,-5.348028988e-02,-2.014941573e-01,-2.826778889e-01,-8.600775152e-02,-1.051751971e-01,-1.565969884e-01,-1.707716845e-02,7.969163358e-02,-1.236100197e-01,-1.040087715e-01,1.515717804e-02,-2.330572009e-01,-2.612452023e-02,-2.752233483e-02,-3.069900572e-01,9.600073099e-03,-3.149900213e-02,8.029527217e-02,-2.093757987e-01,-4.772857204e-02,-1.099703610e-01,-9.719606489e-02,1.704926952e-03,3.194620134e-03,-2.078506202e-01,-1.346560661e-02,2.546202205e-02,-3.045124412e-01,-1.358361840e-01,5.491207913e-02,-3.383807838e-01,-1.116455272e-01,3.597059846e-02,1.115149856e-01,1.408786699e-02,4.341912642e-02,3.826021254e-01,2.588105202e-01,4.498465732e-02,-1.236397699e-01,5.981257185e-02,4.976674616e-01,-2.237772802e-03,-4.032469988e-01,-6.795590371e-02,-1.196351871e-01,4.489744902e-01,-1.087424578e-03,-3.443924710e-02,-9.813588113e-02,1.129682362e-02,-1.428196486e-02,-2.855761647e-01,-1.421751529e-01,2.490301616e-02,4.696574435e-02,-7.177800685e-02,-3.302913904e-01,-7.749851048e-02,3.227194548e-01,-9.677814692e-02,4.286385328e-02,-1.578823477e-01,6.915169954e-02,-4.998000711e-02,-2.522430755e-02,-2.551774085e-01,-4.098850116e-02,-2.436846346e-01,-1.229657009e-01,-3.845656663e-02,5.970016494e-02,-1.761112511e-01,-2.980302274e-01,-2.060546726e-02,-1.767228842e-01,-2.025447972e-02,-2.899095044e-02,-2.804180384e-01,6.520012859e-03,-8.532261476e-03,-2.774920315e-02,-1.470389962e-01,-3.977223486e-02,-1.653748602e-01,-2.957180440e-01,-5.651957914e-02,-2.010843344e-02,-1.388252527e-01,-1.803855747e-01,1.556373853e-02,-7.891326398e-02,-7.154497504e-02,1.262258738e-01,5.598307252e-01,-7.485421002e-02,-1.548008714e-02,-9.750353172e-03,1.443697065e-01,4.942401871e-02,-1.916224658e-01,-1.599095911e-01,7.292381674e-02,-1.139947027e-01,2.570767403e-01,-2.969121039e-01,-4.233281314e-02,5.943671465e-01,-1.552269608e-01,-1.914715916e-01,-3.171278834e-01,7.388163824e-03,3.463034751e-03,5.849416927e-02,-4.758106917e-02,1.166447904e-02,2.640824020e-01,1.442580968e-01,1.431429572e-02,-3.514589043e-03,-1.414552033e-01,4.643341303e-01,-8.853452653e-02,-3.436222672e-01,-1.052088737e-01,2.843383513e-02,-3.035657704e-01,3.539398313e-02,-5.768061802e-02,-4.383352771e-02,-2.122115940e-01,-4.112494364e-02,-2.561235726e-01,-1.110287458e-01,-1.882813126e-02,3.156675771e-02,-2.878563106e-01,-3.121651709e-01,7.958697155e-03,-2.915047407e-01,8.667521179e-03,-1.574618556e-02,-2.667034566e-01,-2.672697417e-03,1.200170442e-02,-4.400175065e-02,-2.651586235e-01,-7.151607424e-02,-1.267351508e-01,-1.777992398e-01,-9.617778659e-02,4.810266197e-02,-1.536469162e-01,-1.659313142e-01,3.775370494e-02,-2.955696285e-01,4.925968647e-01,1.706859022e-01,-3.126039505e-01,-1.254851520e-01,3.289992362e-02,1.597772725e-02,-2.282665297e-02,-1.162008382e-02,4.154565930e-01,-6.591363251e-02,-6.557866931e-02,-9.328199923e-02,-3.181589544e-01,5.338118076e-01,-1.132084429e-02,-3.946232498e-01,-2.148958892e-01,-2.503440976e-01,3.955828547e-01,-2.875858918e-02,8.556943387e-03,-6.536944211e-02,6.137055345e-03,4.983679578e-02,-2.732252479e-01,-2.038309425e-01,3.481001034e-02,3.719612956e-02,1.366095841e-01,-2.809883058e-01,-7.664198428e-02,3.803590238e-01,-3.529070914e-01,7.947303355e-02,-3.561282456e-01,5.855291709e-02,-9.792878479e-02,-7.791835815e-03,-2.655093074e-01,-3.073442541e-02,-2.334248275e-01,4.858070612e-02,3.075647168e-02,-6.798634771e-03,-5.936647952e-02,-2.592946291e-01,1.466753054e-02,-2.989250720e-01,-2.466308624e-01,-5.375362560e-02,-5.400204659e-02,5.920544639e-02,3.250484588e-04,1.689968072e-02,-9.539054334e-02,-5.804080516e-02,-2.194707692e-01,-8.086042851e-02,-2.763704956e-02,2.582088672e-02,-8.383503556e-02,-3.064600229e-01,-8.897753432e-03,-2.273108624e-02,-3.364317119e-01,2.683880329e-01,1.143202465e-02,-1.660152078e-01,-6.959656253e-03,1.236178260e-02,3.258471936e-02,-1.709123701e-02,-2.192510068e-01,3.154556453e-01,2.101200819e-01,-1.013497114e-01,4.699623585e-01,-3.385997415e-01,-3.539303783e-03,5.168273672e-02,4.615872800e-01,-3.206399977e-01,-1.524080187e-01,1.378144789e-02,1.086398843e-03,-5.818436295e-02,-3.358967900e-01,-1.045520231e-02,3.173828125e-01,-3.356681466e-01,-7.912578434e-02,6.088197976e-02,-3.064245880e-01,3.480361104e-01,-9.972441196e-02,-1.708006710e-01,-2.385844588e-01,1.940415613e-02,-1.999937557e-02,8.541381359e-02,-7.077804953e-02,-2.700703591e-02,-1.354736984e-01,-1.059536356e-02,-2.603676617e-01,-1.568715870e-01,-9.842529893e-03,-3.458143026e-02,-2.692644298e-01,-2.421717048e-01,-3.590298072e-02,-1.172317341e-01,-2.052740306e-01,-2.132663690e-02,-1.667640656e-01,3.116407618e-02,1.880335435e-02,3.155178204e-02,6.146449596e-02,-1.269555371e-02,-1.468613446e-01,-1.278513074e-01,-1.467513591e-01,3.963255510e-02,-2.193976194e-01,-7.519331574e-02,5.498972163e-02,-9.897883981e-02,4.759480655e-01,2.443047017e-01,6.177648157e-02,-1.400216967e-01,-4.400619306e-03,-3.385446733e-03,-1.099496260e-01,-1.498323306e-02,1.805301905e-01,-2.461520731e-01,-1.087140441e-01,-7.610946894e-02,-2.131417543e-01,2.687147260e-02,-1.054851618e-02,1.329782456e-01,-3.106389940e-01,-4.697484374e-01,-1.065115556e-01,2.535662800e-02,1.674993336e-02,-4.242566973e-02,-3.001733124e-01,1.378806867e-02,-1.766623855e-01,2.573550642e-01,1.756556481e-01,8.641322702e-02,3.034483790e-01,-2.091666162e-01,-1.271458715e-01,-3.797613084e-02,-3.150897622e-01,1.548061520e-01,-1.080172956e-01,4.186076671e-02,-6.056945398e-02,4.612975288e-03,-6.801810116e-02,1.818617620e-02,-2.245533466e-01,-1.957797557e-01,-7.796850055e-02,-5.769792944e-02,-2.549909055e-01,-6.893447787e-02,3.396720812e-02,-1.835425347e-01,-1.695560515e-01,1.515349839e-02,-1.742521524e-01,3.789970651e-02,-1.133277733e-02,1.165052876e-03,1.021091044e-01,-6.689892709e-02,-9.010270983e-02,-1.220999956e-01,-1.832570322e-02,1.217492111e-02,-1.630813777e-01,-5.962508172e-02,1.521012373e-02,-2.480843961e-01,-3.530769646e-01,3.495593071e-01,1.362954360e-02,-8.906534314e-02,9.927990846e-03,-3.636773303e-02,7.129250765e-01,-4.345113039e-02,4.420355335e-02,3.698456287e-01,1.313489228e-01,-7.311139256e-02,3.597956002e-01,1.061351039e-02,4.104773402e-01,-3.844222054e-02,4.594272673e-01,-3.061228693e-01,1.482424326e-02,3.562555835e-02,-3.456821293e-02,-5.302725732e-02,-3.982054591e-01,2.874273434e-02,-5.504759774e-02,-3.044655025e-01,2.355757169e-02,7.709643990e-02,-2.017479986e-01,-3.373660743e-01,-2.460225821e-01,-6.930924952e-02,-2.741269469e-01,1.703976467e-02,-1.141831949e-01,-4.112977535e-02,-4.963059351e-02,3.506824002e-02,-3.559347093e-01,2.883034758e-03,-3.095368445e-01,-2.158623934e-01,-1.038309187e-01,-2.431008406e-02,-3.156162202e-01,-5.792659521e-02,-7.802321762e-02,-2.056185305e-01,-1.540811807e-01,-1.130204052e-01,-2.383778095e-01,6.042036042e-02,1.768869534e-02,1.431676187e-02,-3.374714553e-01,-3.506501392e-02,8.364496753e-03,-1.528931260e-01,-8.098420501e-02,-2.030029707e-02,-1.686473638e-01,7.267565280e-02,-1.674210280e-01,-2.293502167e-02,-1.216884702e-01,1.412507147e-01,-1.245583966e-01,-6.302267313e-02,1.422352437e-02,3.328980505e-02,-3.528384566e-01,-4.194684327e-03,-1.891773492e-01,-2.629134059e-01,-8.431725204e-02,-3.315851092e-02,-2.711983919e-01,7.507179677e-02,-1.555378586e-01,-2.195162140e-02,-2.855047286e-01,-4.486956596e-01,-8.296211064e-02,-2.657532878e-02,-3.932785243e-02,-6.394474953e-02,6.499541998e-01,-1.360974711e-04,5.579121783e-02,1.989573687e-01,3.533147275e-02,1.885512285e-02,2.976597846e-01,-3.733903170e-02,-2.857237458e-01,-1.314201951e-01,9.810522199e-02,3.027028143e-01,-5.959860608e-02,6.599912886e-04,-4.936086759e-02,3.821621463e-02,-3.996143043e-01,2.406617627e-03,-1.159991100e-01,-2.979923189e-01,5.813877285e-02,-1.989788376e-02,-3.460572064e-01,-2.266927958e-01,5.431011319e-01,-2.417068481e-01,-1.279182546e-02,-4.880002141e-02,-6.359875947e-02,5.150824040e-02,1.438210998e-02,-4.823058099e-02,-2.783302665e-01,-4.672899842e-02,-5.727173761e-02,6.087048724e-02,-4.041263461e-02,-3.822824452e-03,-4.253915511e-03,-1.216333881e-01,-1.847941577e-01,6.097768620e-02,9.002614766e-02,-2.692007124e-01,-1.111333668e-01,5.473153666e-02,-2.186240815e-02,1.642289571e-02,6.631987691e-01,-4.515529424e-02,1.460999250e-01,1.490922570e-01,-1.753921807e-02,1.281326520e-03,6.257659942e-02,1.901139133e-02,1.940292269e-01,1.691051126e-01,-2.098009735e-01,-1.451553702e-01,-5.371708050e-02,-8.441880345e-02,-6.054027379e-02,-1.517942268e-02,-4.037274420e-01,2.892930806e-02,-3.037402332e-01,-3.146995306e-01,-2.925235964e-02,8.463180065e-02,-3.667022586e-01,-2.055690438e-02,-2.317384034e-01,-2.982622981e-01,-3.317909432e-04,6.602318585e-02,-1.353218108e-01,-1.884165406e-02,-2.299403213e-02,-3.253304213e-02,-4.285659194e-01,4.203587770e-02,1.151753683e-02,-1.864260882e-01,1.054873914e-01,-6.277203560e-02,-9.833580256e-02,-3.013999164e-01,2.277788818e-01,-2.392875999e-01,-2.030880451e-01,2.950164080e-01,-2.820914611e-02,1.617412269e-02,4.678300023e-02,-9.483887814e-03,-2.076082379e-01,-7.580555230e-02,-1.627975106e-01,4.427333176e-02,-8.450505883e-02,-5.842617527e-02,7.520847023e-02,-9.216211736e-03,-2.758697271e-01,3.505966067e-02,-1.785663962e-01,-5.288457498e-02,1.068345606e-01,5.849294830e-03,-5.525394902e-02,4.981353506e-02,-4.889420271e-01,-8.397471160e-02,-1.865799725e-01,-1.324445009e-01,-1.018757932e-02,-5.754683539e-02,8.239851333e-03,-5.525860004e-03,-1.118506119e-02,-3.094096184e-01,3.009556793e-02,1.706818640e-01,2.521628514e-02,-1.759961098e-01,-4.811917245e-02,-7.781822234e-02,6.250925064e-01,2.027473785e-02,2.327070013e-02,-5.101745203e-02,-7.409040630e-02,1.254228652e-01,-1.970944554e-01,-5.448475131e-04,-3.157899380e-01,1.686373800e-01,-5.270713195e-02,-2.896821126e-02,-1.884461641e-01,-1.612500660e-02,2.666973742e-03,-6.941847503e-02,-4.001481235e-01,6.935013086e-02,-1.218433753e-01,-1.167217717e-01,1.388584673e-01,-3.851225227e-02,-1.207916439e-01,-2.551114857e-01,7.081227005e-02,-1.268263310e-01,-1.177316681e-01,-1.424349695e-01,-2.726367712e-01,1.521422863e-01,4.086278751e-02,5.611906946e-02,-1.161993816e-01,-5.721328408e-02,-1.991214231e-02,-3.965511452e-03,-8.251304179e-02,-6.730717421e-02,-1.880459674e-02,-4.844653606e-02,1.715020835e-01,-6.849183887e-02,1.106007621e-01,-9.313338995e-02,-1.731441319e-01,7.505133748e-02,7.819902897e-02,-1.223475859e-01,2.632537298e-02,-1.061767787e-01,7.176767290e-02,2.873208225e-01,-9.704657830e-03,-3.760071471e-02,-1.275581419e-01,-1.544595510e-01,-4.603132606e-02,3.801657856e-01,-3.412544429e-01,-4.419368133e-02,1.098823696e-01,-1.404796094e-01,-2.990751714e-02,-1.690483466e-02,-4.274499416e-01,-5.782883149e-03,-2.771349847e-01,-2.997466624e-01,-1.448717862e-01,8.189275116e-02,-3.198079765e-02,-1.433264613e-01,-1.944695711e-01,-2.933146358e-01,1.556353420e-01,7.574524730e-02,-2.145952582e-01,3.354841098e-02,-1.336440742e-01,2.571710572e-02,8.438835852e-03,1.526338309e-01,-1.915673763e-01,-4.588293657e-02,1.934398413e-01,-7.792931050e-02,-1.590216756e-01,-1.016238006e-03,4.266349599e-02,-2.455690205e-01,-2.476744503e-01,6.975847762e-03,-5.280509964e-02,-4.883923102e-03,2.545054257e-02,7.263184339e-02,1.316271350e-02,-9.058765322e-02,8.473061025e-02,-2.457872927e-01,-6.803044677e-02,-4.464409780e-03,-4.659865517e-03,-1.174361072e-02,1.148330271e-01,-1.752775609e-01,-2.930132747e-01,2.623918280e-02,2.792436481e-01,-8.438982815e-02,3.297902346e-01,-1.204740331e-01,-8.374671638e-02,-3.226497769e-02,3.270410001e-02,-1.849772930e-01,-8.041389287e-02,-1.871364564e-02,2.859528959e-01,-1.482642721e-02,-3.616565838e-02,-4.080044031e-01,1.596883982e-01,-1.806629635e-02,-6.354551315e-01,-1.000711694e-01,-9.418420494e-02,-7.436502725e-02,-1.118425056e-01,-6.822460145e-02,-1.536454856e-01,2.415885776e-01,-4.107734561e-02,6.276169419e-02,-1.631450504e-01,-5.012750626e-02,-1.908478290e-01,3.155355453e-01,6.447558105e-02,-3.063573688e-02,-8.389239013e-02,-2.302567512e-01,-1.019601077e-01,1.556589901e-01,-1.319523007e-01,1.705195606e-01,-2.336045504e-01,-2.618295550e-01,1.490643024e-01,-5.805979297e-02,-1.912464648e-01,1.693932265e-01,4.360646382e-02,-2.000757307e-01,-2.507801652e-01,-3.296278417e-02,1.147745922e-01,3.785087764e-01,-1.927564144e-01,-1.821300597e-03,-5.085936189e-02,-1.191836670e-01,4.208407924e-02,-1.003041863e-01,-5.495199934e-02,-2.302404121e-02,-2.590150237e-01,-4.169756770e-01,9.697023779e-02,-4.195329174e-02,-5.327962339e-02,-8.457181975e-03,-6.147507429e-01,-2.678189985e-02,-2.223717421e-01,-1.516401023e-01,-1.503205160e-03,-1.784440279e-01,-2.332751751e-01,2.636255324e-01,-2.088900954e-01,1.592350006e-02,-1.689515114e-01,-4.461972415e-02,2.239158005e-02,2.619023919e-01,-2.111689560e-02,-8.048164845e-02,1.699694246e-01,1.616568416e-01,-1.971136183e-01,-1.365190148e-01,-2.487726659e-01,2.308339328e-01,9.407123178e-02,-8.897903562e-02,3.863947466e-02,-1.322695334e-02,2.109086812e-01,8.317572623e-02,-1.468817741e-01,-3.178663552e-01,2.602195553e-02,6.719281431e-03,-1.900843903e-02,1.762574911e-02,4.915647805e-01,2.526681125e-01,-2.302748337e-02,3.054102324e-02,-1.758024395e-01,-1.904056370e-01,1.420011967e-01,-3.029912710e-02,-2.352222502e-01,4.090651497e-02,4.717761651e-03,-2.342514694e-01,-2.754449844e-01,2.685485408e-02,1.373416036e-01,-1.883260906e-01,-1.307436824e-01,-5.076084752e-03,-1.041642427e-01,-1.320668161e-01,8.104346693e-03,-2.882161140e-01,3.164218739e-03,-8.744672872e-03,-1.334640086e-01,-3.917833567e-01,3.472990170e-02,-4.443091154e-02,-1.955461651e-01,-2.726185368e-03,-3.578964388e-03,-1.038327962e-01,3.855766356e-01,-2.546670139e-01,-3.319283724e-01,-1.506194770e-01,4.454092383e-01,-2.916750312e-01,-3.516761363e-01,2.931620367e-02,5.293220878e-01,-3.665983081e-01,-3.806196526e-02,-9.816347063e-02,7.830446586e-03,-2.937936038e-02,-1.782849431e-01,-1.373413801e-01,-2.297450304e-01,8.248312026e-02,8.173771948e-02,2.563266158e-01,-5.034567118e-01,2.626978159e-01,7.687608898e-02,1.947586238e-02,-1.355502307e-01,1.088943407e-01,-9.124529362e-02,1.207404882e-01,1.284011304e-01,5.963302217e-03,-4.821064696e-02,1.233924404e-01,-1.485589892e-01,3.046440184e-01,4.586287588e-02,-6.398004293e-02,9.812578559e-02,-1.820360869e-01,1.725953966e-01,-1.263923291e-02,-2.460879683e-01,1.815202385e-01,-2.205341309e-02,-4.056952894e-01,-2.642349601e-01,-2.647724189e-02,-1.008366719e-01,8.194783330e-02,-6.867812574e-02,-1.723581105e-01,-1.755522937e-01,-8.974084258e-02,-3.479340076e-01,-9.411491454e-02,7.525426894e-02,-7.354053110e-02,-4.718376100e-01,-2.340301424e-01,6.418049335e-02,4.857742041e-02,-5.707899109e-02,-1.867088862e-02,-9.167965502e-02,6.464908272e-02,-9.351930767e-02,-3.448805809e-01,7.558038086e-02,-7.466918975e-02,-2.377228886e-01,3.008640185e-02,-2.342236340e-01,2.981060445e-01,-1.423491240e-01,8.523928374e-02,-1.633379236e-02,1.287050545e-01,1.656971425e-01,-7.037367672e-02,6.303520501e-02,-7.303664088e-02,3.158159256e-01,1.944371164e-01,-1.326740831e-01,3.817615658e-02,3.286334276e-01,-1.651786566e-01,2.997908369e-02,-1.267144233e-01,3.196684122e-01,8.630279452e-02,-2.980708145e-02,-1.380770802e-01,1.094512269e-01,3.062749654e-02,-1.653735787e-01,-8.305145055e-02,-1.085652187e-01,1.733167320e-01,-2.936832048e-02,-1.743921638e-02,-1.322080940e-01,-1.323108524e-01,1.219866052e-01,-1.166629419e-01,-4.533830881e-01,2.949672639e-01,-1.789677888e-02,-1.846518517e-01,-5.405263305e-01,2.177860588e-03,-1.368502080e-01,5.466337502e-02,-1.706531495e-01,-6.236723065e-02,-2.957077622e-01,4.018113948e-03,-2.641531527e-01,-3.588756174e-02,5.137420446e-02,-9.309636056e-02,-4.734362662e-02,-7.769313455e-01,-1.766926609e-02,-1.415458769e-01 +thresholds = -1.284083128e+00,-2.159179300e-01,-1.310503602e+00,-1.409558505e-01,-2.340031713e-01,-1.613641530e-01,-1.519160986e+00,-2.023250610e-01,-1.238325715e+00,-1.217950463e+00,-1.116971597e-01,-1.518236697e-01,-1.304233193e+00,-1.245516181e+00,-3.342326581e-01,-1.341972232e+00 +weights1 = 9.797281027e-01,7.806231827e-02,-3.321842253e-01,-2.905704081e-01,9.838155508e-01,1.050898209e-01,-3.368401527e-01,-6.075550336e-03,4.043409526e-01,9.430234879e-02,3.183434606e-01,7.703466108e-04,8.923842907e-01,1.230509579e-01,3.418685198e-01,3.194542974e-02,9.492859840e-01,7.668769360e-02,8.801302314e-01,5.213835835e-02,3.547248542e-01,1.110469177e-02,-3.929462731e-01,-2.243205719e-02,9.904413819e-01,9.764088690e-02,1.140690923e+00,8.476873487e-02,-4.653243423e-01,-4.036815837e-02,9.729323983e-01,1.282131374e-01 +biases1 = -2.576560341e-02 +weights2 = +biases2 = diff --git a/params/D00151.001.txt b/params/D00151.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..a29aa6d5af5987592be81d0a9b9f6c7624d42099 --- /dev/null +++ b/params/D00151.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 2.333785892e-01,-1.275926977e-01,4.245643690e-02,-7.179026306e-02,-2.310704626e-02,-7.235714793e-02,-7.357630413e-03,1.550553739e-01,-9.855298698e-02,-4.848148301e-02,-4.002921283e-02,-1.111070588e-01,-8.256228268e-02,1.425661892e-02,-2.046381831e-01,-1.429278497e-02,-1.981012225e-01,-5.584460124e-02,1.376011688e-02,1.810683012e-01,-2.260242030e-02,1.110573187e-01,-2.255512476e-01,-1.772370636e-01,1.154507399e-01,5.104504991e-03,-8.771862090e-02,-1.168120801e-01,1.425061375e-01,-3.217454627e-02,2.861036174e-02,-5.258901790e-02,-2.580192089e-01,-1.008972973e-01,-7.111003250e-02,2.526704036e-02,-1.855176985e-01,-1.530559659e-01,-1.506926417e-01,-2.661527097e-01,-3.649130091e-02,-1.196452901e-01,-1.963752061e-01,2.955659665e-02,3.757112846e-02,-1.168153286e-01,1.326470822e-01,-1.289221048e-01,1.540454179e-01,-7.018286735e-02,-1.254053414e-01,-2.977874279e-01,-4.803336412e-02,-5.900267884e-02,6.643901020e-02,-1.756133884e-02,-8.503865451e-02,-1.189918667e-01,-1.274613384e-02,3.090937436e-02,-1.872183383e-01,-5.463944376e-02,-7.265725732e-02,-2.494642287e-01,2.435750514e-01,-1.074832007e-01,9.753599018e-02,1.394339502e-01,3.267762065e-02,-1.588930190e-01,-4.733348731e-03,-1.387177557e-01,-1.554429531e-01,-1.097627170e-02,1.642498747e-02,-1.824341528e-02,-3.442031518e-02,4.834086448e-02,-3.555597663e-01,-6.459389627e-02,-1.915567368e-01,-9.770566970e-02,-1.858231984e-02,-2.578253746e-01,-6.264121830e-02,-7.363581099e-03,-2.183928788e-01,-4.510689378e-01,1.669465750e-01,-2.596319839e-02,2.382376045e-02,-2.408061922e-01,-3.114241362e-02,1.455566287e-02,1.725921035e-01,-6.450068951e-02,-1.628781110e-01,-6.950183958e-02,2.437325940e-02,-6.055047736e-03,-2.002936453e-01,1.205715118e-03,-5.140671507e-02,-3.686439395e-01,-2.810284682e-02,-1.199112013e-01,-1.806630194e-01,5.095472932e-02,5.184226856e-02,-7.932320237e-03,1.544157267e-01,-3.890215978e-02,4.239213467e-02,-7.913333178e-02,-2.439947277e-01,-3.909352049e-02,-4.958922043e-02,-8.325192146e-03,-4.334323481e-02,6.530309319e-01,-8.869638294e-02,-1.252844036e-01,-1.968500316e-01,4.066722840e-02,-7.597039640e-02,-2.442741096e-01,-8.714067191e-02,-2.777809501e-01,8.345905691e-02,-4.597222060e-02,8.611904830e-02,-1.680780500e-01,-7.340409607e-02,-3.821819276e-02,2.267551236e-02,-3.153122663e-01,-2.078000009e-01,-6.229824200e-02,1.215615720e-01,4.197308794e-02,-1.112354826e-02,1.058952808e-01,-3.274835348e-01,-5.327960849e-02,-4.560714662e-01,-1.017375011e-02,-4.042375684e-01,-1.316920072e-01,-1.406829897e-02,3.188269958e-02,-9.715802968e-02,7.555773854e-01,1.534706056e-01,-9.112762660e-02,-1.794912815e-01,-3.214606643e-01,-5.664911494e-02,-1.527630538e-01,1.494446397e-01,-8.593858778e-02,-5.681763589e-02,-1.789797544e-01,6.504622102e-02,-1.662181225e-03,-8.661890775e-02,-4.700916633e-02,-2.617468834e-01,-3.572400808e-01,3.488145769e-02,-8.373045176e-02,-9.934234619e-02,1.099851169e-02,4.705077782e-02,4.337640852e-02,1.472444683e-01,-1.072174385e-01,3.612333238e-01,-1.185882464e-01,1.127578467e-01,1.388125867e-01,-1.057410166e-01,-1.198782176e-01,1.951665431e-02,-3.884845376e-01,-8.546307683e-02,-4.491446540e-02,-1.804718971e-01,1.008863822e-01,-6.866817921e-02,-1.863199025e-01,-8.471960574e-02,-1.990783364e-01,3.614770472e-01,-2.428123541e-02,-3.154292107e-01,-1.722179800e-01,-3.966897726e-03,-1.329010166e-02,1.321813762e-01,6.315158606e-01,-1.486401260e-01,-1.767054647e-01,5.577213690e-02,1.015668213e-01,-7.483534515e-02,9.876800328e-02,-3.701146245e-01,-6.801792979e-02,-4.119935334e-01,-7.770678401e-02,2.539612651e-01,2.999450862e-01,-1.645938903e-01,-2.333728224e-02,-4.738149047e-01,-1.897519976e-01,2.450224757e-01,3.168852627e-02,-1.866269857e-01,-3.340255916e-01,-8.174290508e-02,-1.999191344e-01,1.711109579e-01,-6.915364414e-03,-1.653438061e-01,-2.306536436e-01,1.022436023e-01,-1.151464581e-01,-1.746265031e-02,-1.621303335e-02,-3.974325359e-01,-2.680259645e-01,-3.701568022e-02,-6.918384880e-02,-7.071220130e-02,1.570789143e-02,1.713688821e-01,2.067795955e-03,8.089072257e-02,-1.086321324e-01,1.476894617e-01,-2.172482014e-02,-1.811756045e-01,-1.760387570e-01,-9.446803480e-02,-1.210301667e-01,4.211075306e-01,-4.792044461e-01,-1.646139771e-01,-6.717889756e-02,-1.356023252e-01,4.872832820e-02,-1.042099968e-01,-9.040351957e-02,2.529880963e-03,-2.622500956e-01,3.520774245e-01,5.416116491e-02,1.545599103e-01,1.368757486e-01,7.454828173e-02,-4.924353585e-02,-3.238554895e-01,-9.623941965e-03,-1.523360908e-01,-3.909992520e-03,2.797602117e-01,1.048043296e-01,-6.854749471e-02,8.655010164e-02,-1.985472292e-01,-8.635579608e-03,-4.246886671e-01,-1.705828905e-01,-1.519825608e-01,-1.347943693e-01,-1.718607992e-01,8.815055713e-03,8.019074798e-01,-2.059260011e-01,2.830064595e-01,3.099603206e-02,-2.275023907e-01,-6.394460201e-01,-1.782411896e-02,-1.616195291e-01,1.324187368e-01,-6.998088956e-02,-4.501853883e-01,-1.467946172e-01,-4.706574976e-02,-2.317544073e-02,-2.060281932e-01,-9.488255531e-02,-4.273327291e-01,-2.805797569e-02,-6.338047236e-02,-1.867547929e-01,-4.235430360e-01,1.256076097e-01,-3.138848394e-02,4.015124217e-02,9.239315242e-02,-2.073462754e-01,4.545666873e-01,-9.102920443e-02,-9.619794041e-02,-1.416935325e-01,2.308424748e-02,-3.771888465e-02,-3.683840930e-01,-6.162916496e-02,-1.721005440e-01,-1.226150244e-01,3.376162797e-02,2.411858737e-01,2.817923576e-02,-1.543557346e-01,-1.413336098e-01,-1.602970362e-01,5.368274450e-01,-1.073185429e-01,8.294409513e-02,6.994292140e-02,1.657001674e-02,3.802557662e-02,5.036251545e-01,-6.242258847e-02,-1.377049536e-01,1.677128673e-02,-5.735608339e-01,4.475493431e-01,-7.326295972e-02,2.000037730e-01,-3.120405674e-01,-8.626768738e-02,-6.772485971e-01,-3.307253122e-01,-1.524428092e-02,1.906902762e-03,-4.762806296e-01,-1.117157042e-01,-1.478790939e-01,-3.013690412e-01,2.857650816e-01,-4.856354371e-02,-3.064388931e-01,-7.401542068e-01,-9.971142560e-02,-2.847786248e-01,1.847905517e-01,-4.682678729e-02,-1.069466099e-01,9.789741784e-02,5.207218230e-02,-8.035188168e-02,-3.644221723e-01,-5.926268175e-02,-2.329163700e-01,4.582248628e-02,-5.081420764e-02,-1.097682640e-01,9.018576741e-01,8.430140465e-02,3.478410840e-02,-6.587368436e-03,1.098690834e-02,-1.050023884e-01,1.788016707e-01,-1.368992403e-02,-2.599928975e-01,-1.545094252e-01,5.443022847e-01,-4.019482061e-02,-4.405149519e-01,1.227205060e-02,-2.024880350e-01,-1.405241042e-01,-3.594666123e-01,4.068181664e-02,4.859761149e-02,-9.829083830e-02,1.119951601e-03,-2.078125030e-01,2.840566635e-01,1.511532962e-01,-6.410317868e-02,7.666184753e-02,-2.090377957e-01,-7.989114523e-02,4.078605026e-02,-6.786996126e-02,-1.742185354e-01,1.731313579e-02,3.850827217e-01,2.277926505e-01,-1.166117787e-01,3.014642280e-04,-2.401035428e-01,6.284684688e-02,2.369137667e-02,-2.778619230e-01,-2.703998052e-02,-1.547642350e-01,6.406613588e-01,-2.828969955e-01,-9.414654970e-02,-1.398288310e-01,3.435702324e-01,-1.004508957e-01,-5.167343616e-01,-2.162921727e-01,4.925459996e-02,-2.082312852e-01,2.008105516e-01,-1.710836589e-01,-1.000216790e-02,-3.242154121e-01,1.042139530e-01,5.920585245e-02,-4.093180001e-01,-1.001507416e-01,-5.884109065e-02,6.222750526e-03,-1.505946368e-01,-7.069063187e-02,-9.347042441e-02,-2.822775841e-01,1.553595513e-01,3.638167307e-02,-2.991276421e-02,-1.294589192e-01,-3.666036427e-01,9.653259814e-02,-1.534809470e-01,-1.440633833e-01,-3.025361300e-01,2.898190320e-01,-2.054830194e-01,-1.036585122e-01,-1.237534955e-01,-1.276821494e-01,-1.118413880e-01,1.037094370e-01,-1.775693744e-01,-1.833972707e-02,-4.588192701e-02,-2.083276659e-01,2.513594553e-02,-2.089886814e-01,-5.614259280e-03,4.980337992e-02,5.018756390e-01,-2.217071652e-01,1.097759530e-01,-9.070809186e-02,-8.687887341e-02,1.555718184e-01,-4.344076812e-01,-1.440666467e-01,5.531689152e-02,2.031961530e-01,-1.608090848e-01,1.611050367e-01,2.658886462e-02,-4.497919381e-01,-1.408655196e-01,-1.765940040e-01,-1.519148648e-01,4.516389370e-01,-2.922647297e-01,-1.693140864e-01,3.279817700e-01,-4.965274930e-01,-4.616542459e-01,-6.646212935e-01,-1.598073840e-01,-1.938322335e-01,1.771595329e-01,-2.285691947e-01,-1.795049310e-01,-3.047699630e-01,-8.936575800e-02,2.514000051e-02,-1.258604825e-01,-2.579600811e-01,1.020852178e-01,-4.135772958e-02,-1.340968907e-01,1.185426041e-01,2.232649550e-02,7.282096148e-02,1.326834857e-01,-1.802021861e-01,-4.492548853e-02,-1.619962603e-01,5.924209952e-02,6.091432571e-01,9.513040632e-02,-6.217873469e-02,-5.038434863e-01,-1.452809870e-01,-2.368341237e-01,-3.813911928e-03,-2.116369754e-01,-5.967424437e-02,5.367705226e-01,5.682550669e-01,-1.176729277e-01,-1.939032413e-02,-8.663299680e-02,-2.160246074e-01,1.541088820e-01,-3.792810440e-01,2.978346869e-02,-1.525358483e-02,9.626802802e-02,2.603107691e-01,1.471738815e-01,1.342885196e-02,-1.355484426e-01,2.159929872e-01,-4.684456885e-01,1.995851099e-01,-1.513856947e-01,2.836787514e-02,-8.168305457e-02,-2.797682583e-02,-8.316487074e-02,9.177123904e-01,-4.772700742e-02,-2.859406471e-01,-1.248629913e-01,-9.208422899e-02,-1.807186306e-01,-1.769453883e-01,3.590585589e-01,7.176644285e-04,9.543448091e-01,-8.309633136e-01,-3.723393977e-01,-2.242904603e-01,1.492114365e-01,-3.935903311e-01,-1.188348979e-01,-4.800640345e-01,-5.609192699e-02,1.856962442e-01,-1.874620318e-01,-2.902758121e-02,-1.008457914e-01,-1.076248586e-01,-1.135611311e-01,-6.576291919e-01,-4.412175417e-01,3.775453866e-01,2.953096032e-01,9.837432764e-03,-9.887333214e-02,8.213419467e-02,-2.043532021e-02,-4.126325548e-01,-6.621405482e-02,-4.690520838e-02,-6.347861886e-02,-3.123424649e-01,-1.830790341e-01,-3.406095132e-02,-2.152447253e-01,1.586843729e-01,-3.815358877e-01,8.572042733e-02,1.380039006e-01,-3.903397592e-03,-8.408279717e-02,-1.065723002e-01,1.000551954e-01,6.748620272e-01,-3.843956441e-02,-1.291851401e-01,3.021263145e-02,6.089093164e-02,8.234292269e-02,-2.111014677e-03,-1.700399667e-01,5.103140324e-02,3.152203262e-01,1.945418715e-01,-1.790170819e-01,-4.179594219e-01,2.154743113e-02,1.016839966e-01,-5.412776396e-02,-2.822920978e-01,-3.544688970e-02,-2.262283117e-01,-2.116252929e-01,-2.118495256e-01,-1.598723531e-01,-1.419907361e-01,3.668117523e-01,-5.226635337e-01,-1.374708116e-01,-6.145436168e-01,5.398624539e-01,-3.085992634e-01,3.210039064e-02,-4.741581082e-01,-9.842976183e-02,-1.259027123e-01,1.072850674e-01,6.203789264e-02,-2.186695114e-02,-6.595087796e-02,-1.518067420e-01,-7.806279510e-02,-1.342047453e-01,-3.302756250e-01,-4.694888741e-02,3.469287753e-01,-4.932198822e-01,-1.472859085e-01,-1.397994310e-01,-6.495226175e-02,-1.532530412e-02,-6.205303073e-01,-1.739143133e-01,1.304114461e-01,-7.734597474e-02,4.352305830e-02,-8.870624751e-02,-8.345942199e-02,-1.678081304e-01,5.202289224e-01,-4.680992961e-01,-9.467222542e-02,4.313635826e-02,6.840906143e-01,-2.901965566e-02,-8.200285025e-03,-1.916118339e-02,3.251461685e-02,8.950467221e-03,-3.833241165e-01,1.088777035e-01,1.182322055e-01,7.284300029e-02,1.964063346e-01,-1.855824888e-01,-2.742016912e-01,9.086585790e-02,-3.474349156e-02,-2.750693858e-01,-2.573022842e-01,1.307184249e-01,1.494265199e-01,4.349789768e-02,-9.571100026e-02,-3.168828487e-01,-9.951957315e-02,-2.318397313e-01,-1.925367117e-01,-2.444642633e-01,-2.151178122e-01,4.099631310e-01,7.458831072e-01,-2.032525390e-01,-3.501505256e-01,-3.901185095e-01,6.525063515e-01,-2.413922697e-01,-8.050853014e-01,-1.310806125e-01,-1.408680230e-01,1.621506959e-01,-8.118303120e-02,-7.525509596e-02,-5.097484961e-02,-6.694493443e-02,-1.290648431e-01,-1.962663531e-01,-5.118995309e-01,-1.105931997e-01,3.645733893e-01,6.088920236e-01,-2.961452603e-01,-1.310112327e-01,-4.717481136e-01,3.815763444e-02,-1.501476914e-01,5.852943752e-03,4.012226164e-01,-8.215588331e-02,-4.768232256e-02,-7.868382335e-02,-1.568990052e-01,-1.332938373e-01,-2.415173203e-01,-1.144879982e-01,-1.473839134e-01,-3.337319940e-02,-2.892541885e-01,1.266805232e-01,6.818975806e-01,2.677282691e-02,3.260828555e-02,-1.175832674e-01,-1.771272123e-01,8.741518110e-02,5.103522539e-02,-4.911057651e-03,8.130780607e-02,-7.526800781e-02,5.188749433e-01,1.101564839e-01,-8.373609930e-02,-2.341475636e-01,4.496768713e-01,1.925288141e-02,-5.372563004e-01,2.055161446e-02,-2.118813097e-01,-2.513222992e-01,5.499548912e-01,-2.043893188e-01,-1.290395856e-01,-1.524914652e-01,-1.763571352e-01,3.344109952e-01,-2.577963844e-02,-1.813759208e-01,-2.723141015e-01,-3.276540712e-02,8.499852568e-02,-2.625716925e-01,1.310685754e+00,-1.143307015e-01,-9.772005677e-02,6.108843908e-02,-3.238397241e-01,-7.763779163e-02,-5.134361610e-02,-4.470107332e-02,-5.455911160e-02,-1.631155908e-01,-2.336763442e-01,-1.578023434e-01,4.070304930e-01,7.305645198e-02,-4.968182147e-01,6.859618239e-03,-6.595047116e-01,-1.890186802e-03,-7.796386629e-02,1.674458236e-01,-2.115801722e-01,-8.564899862e-02,-4.439700767e-02,-1.159041896e-01,-1.556262672e-01,-2.010629922e-01,-5.414680243e-01,-1.079027280e-01,-2.185866684e-01,1.044190973e-01,-2.269848734e-01,1.213346049e-01,-5.593352914e-01,1.855710894e-02,6.797873229e-02,-3.819231391e-01,-6.713730693e-01,8.540092409e-02,-1.073107943e-01,2.956831269e-02,4.933440685e-02,-6.510554254e-02,-3.400940076e-02,-1.879129186e-02,-7.669264823e-02,-3.174609840e-01,1.338953972e-01,6.331797838e-01,1.093534827e+00,5.913230032e-02,-4.587715864e-01,-4.674212262e-02,1.644213349e-01,-3.332753479e-01,-1.134376153e-01,-9.534534812e-02,-2.002404332e-01,2.971259952e-01,-1.154803634e-01,-1.687973887e-01,-2.662184238e-01,8.313070983e-02,-2.895491421e-01,-3.897665739e-01,-4.174897671e-01,-5.021633953e-02,2.111539841e-01,2.478214353e-02,3.617989123e-01,3.167011961e-02,1.777471900e-01,-5.802911893e-02,-4.018768296e-02,-2.334080040e-01,-1.013106406e-01,-9.291362017e-02,3.437762558e-01,4.063661024e-02,4.773755372e-02,-1.429896653e-01,-5.111135244e-01,-9.529494494e-02,-1.751098335e-01,2.632079720e-01,-1.808189973e-02,-6.437249482e-02,-1.302212030e-01,-1.937786639e-01,-1.147492230e-01,-1.040428653e-01,-3.070999682e-02,-5.735326558e-02,-1.686697155e-01,1.046503484e-01,-8.169810474e-02,-2.157219350e-01,-6.105202436e-01,-4.275972769e-02,-2.514968812e-01,-2.664078474e-01,2.902589552e-02,-1.016501114e-01,-3.125450015e-01,-6.144168600e-02,-1.214154437e-01,-1.990441000e-03,-2.312755398e-02,2.558260038e-02,-1.149561033e-01,-2.520219982e-01,-7.631167769e-02,-5.839812756e-01,1.024370044e-01,5.355251953e-02,2.070754953e-02,6.245817542e-01,-1.846044362e-01,-1.617585421e-01,-2.863519639e-02,-2.179045789e-02,5.850177631e-02,1.517390460e-01,-2.224785835e-01,-1.438902020e-01,-1.182655767e-01,7.874121517e-02,-2.197585851e-01,3.221106231e-01,1.433743536e-01,-2.817925066e-03,-5.885101389e-03,-3.627985418e-01,-7.981100352e-04,1.141952947e-01,1.683119982e-01,4.527189583e-02,-8.963500708e-02,-2.945087254e-01,1.587695926e-01,-1.549628824e-01,2.395523190e-01,2.649959624e-01,1.484467834e-01,9.920838475e-02,-4.384430647e-01,-7.663607597e-02,-1.178839877e-01,-1.357631832e-01,-6.277017295e-03,-1.307721138e-01,-8.376920014e-04,-2.799790502e-01,-1.531363130e-01,3.909162059e-02,-1.946496367e-01,-6.403626502e-02,-1.739581376e-01,-1.811578572e-01,-4.214731976e-02,4.778502136e-02,-2.536730468e-01,1.210292801e-01,-1.076469868e-01,-4.033176899e-01,5.721319094e-02,-6.860934496e-01,-1.769108623e-01,-1.358586073e+00,-1.528551102e+00,1.947437227e-01,1.427613199e-01,-1.423579175e-02,-6.786036491e-02,-2.526752055e-01,-1.734076440e-01,8.251811564e-02,1.360447109e-01,-7.527343184e-02,4.887402654e-01,-5.125545338e-02,-2.113393247e-01,1.827798188e-01,3.429346681e-01,4.408716261e-01,5.374569297e-01,-6.011631340e-02,-2.162042074e-02,-1.699110717e-01,-1.016448364e-01,7.022965699e-02,-1.345088780e-01,-1.082011834e-01,-1.076872110e+00,2.337132953e-02,3.035965860e-01,3.533080518e-01,1.232724115e-01,2.272637784e-01,-5.660054088e-01,4.592052102e-01,5.503671765e-01,-2.550463378e-01,-2.821227312e-01,-9.391202033e-02,2.157709152e-01,9.004857391e-02,-7.173896581e-02,-3.272464871e-02,7.258615494e-01,-1.374153495e-01,-1.039037228e+00,-3.933462501e-02,-1.322997212e-01,-4.003913607e-03,2.267012298e-01,1.405966878e-01,1.351086646e-01,1.496561710e-02,-1.207593158e-01,-5.932917446e-02,-2.134818435e-01,3.105457406e-03,1.900653392e-01,-5.691443384e-02,-2.307379544e-01,5.676049739e-02,-2.980463803e-01,1.914823428e-02,7.733359933e-02,-1.535937190e+00,-5.819039941e-01,-1.430744648e+00,-1.872078627e-01,-7.636046410e-01,3.485204875e-01,-5.992480740e-02,-7.145435363e-02,-1.394329369e-01,-6.744265556e-02,6.725785136e-02,2.399526723e-02,-3.822004795e-02,1.193238720e-01,-1.789809465e-01,-1.340190619e-01,5.744529366e-01,-2.683594227e-01,4.047377408e-01,4.893125221e-02,6.298100352e-01,-9.432324767e-01,-1.004154012e-01,-1.258512493e-02,5.449468642e-02,2.666354738e-02,-7.604017109e-02,-1.187614724e-01,9.729721583e-03,1.356007606e-01,3.388370853e-03,-2.542905882e-02,3.121697605e-01,3.455981910e-01,4.053359926e-01,-3.449034318e-02,5.240581632e-01,4.492784441e-01,-7.260516286e-02,1.609503478e-01,-4.637662321e-02,-1.951947361e-01,-5.530870333e-02,-1.814371049e-01,-9.633805603e-02,-3.114282787e-01,1.648819633e-02,-8.141390979e-02,3.688815534e-01,3.310419619e-01,3.031103313e-01,-1.327599585e-01,-4.957657754e-01,-1.361100078e-01,-1.044059247e-01,-2.441088855e-01,4.160499200e-02,4.584249854e-02,-5.103818327e-02,-1.694783717e-01 +thresholds = -2.736100852e-01,-1.417234182e+00,-5.618088245e-01,-6.525452733e-01,-1.120116234e+00,-6.932157874e-01,-1.270321965e+00,-1.221873164e+00,-4.210507870e-01,-1.127381802e+00,-1.349932313e+00,-6.704854369e-01,-3.581538796e-01,-7.589429021e-01,-4.614492357e-01,-1.783787370e+00 +weights1 = -1.867603958e-01,-8.368493319e-01,3.957729340e-01,7.008638233e-02,1.259481907e-01,2.291211784e-01,2.172639966e-01,1.768754125e-01,4.138426185e-01,5.142569914e-02,2.048260123e-01,8.863420039e-02,3.744575083e-01,3.984539211e-02,4.228328466e-01,1.466735546e-02,-1.792844236e-01,-4.346088469e-01,2.725025415e-01,3.436900303e-02,2.461620122e-01,7.836219668e-02,-1.258541048e-01,-1.237114906e+00,1.554514617e-01,4.436726868e-01,2.046620548e-01,1.481819004e-01,-1.250341982e-01,-2.362093776e-01,3.848316669e-01,2.354911268e-01 +biases1 = -1.386275291e-01 +weights2 = +biases2 = diff --git a/params/D00152.001.txt b/params/D00152.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..67602edd750fc31d1b988c569dc4f58a20a9dad6 --- /dev/null +++ b/params/D00152.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = -6.814063340e-02,-2.782231197e-02,-3.565549105e-02,-4.727399349e-02,-4.377050791e-03,8.500731736e-02,-2.691336907e-02,2.887660597e-11,-1.284127235e-01,7.576592131e-10,-1.029227022e-02,4.607453942e-03,-6.215121225e-02,9.462062269e-02,2.103277413e-10,-1.156969937e-10,2.287295759e-01,1.491619051e-01,8.459937572e-02,-2.613187954e-02,-9.925843775e-02,-4.359903187e-02,-2.125486545e-02,-4.987192881e-10,-3.263517097e-02,2.551854561e-10,-3.455032110e-01,-2.656842582e-02,-2.620647289e-02,-4.504611343e-02,-2.077554101e-10,3.777826316e-11,-4.311179742e-02,-1.307073087e-01,-3.458347172e-02,-6.274688989e-02,-1.229977533e-01,-5.912568420e-02,-1.274938881e-01,7.561478665e-10,-2.399278432e-01,3.918803337e-10,1.754000932e-01,-2.020649165e-01,-9.553160518e-02,-1.822466552e-01,8.539325913e-10,-8.331420553e-10,5.420881789e-03,-8.071202785e-02,-1.055157855e-01,-1.048522964e-01,-7.397741079e-02,-1.968714148e-01,-8.455163240e-02,-6.609527370e-10,-8.483532816e-02,1.335281441e-09,-6.222032383e-02,-3.940127045e-02,-7.741627097e-02,-9.096130729e-03,3.323826492e-10,4.011853696e-11,-5.500536039e-02,1.114712134e-01,2.474788949e-02,-1.870979206e-03,-4.926827922e-02,1.929177344e-02,-4.527195171e-02,-4.002190523e-10,-4.873021320e-02,6.825129906e-10,-1.822566688e-01,-1.792076975e-02,-5.489934608e-02,-1.724773785e-03,-1.953048417e-10,7.031539795e-10,2.521742880e-01,-1.669066995e-01,-6.993320771e-03,-5.006984249e-02,-5.091967806e-02,-1.274101436e-01,-7.818996161e-02,-1.067265387e-09,-6.119741499e-02,-4.888748295e-10,3.581432700e-01,-1.401466280e-01,-4.358910769e-02,-1.035068035e-01,3.070641241e-10,3.504609658e-10,-9.056787938e-02,2.776377089e-02,-2.542995475e-02,-9.689404815e-02,-1.131942570e-01,1.382373925e-02,-6.962279975e-02,-1.050632248e-09,-3.018676639e-01,6.768104965e-10,-4.221179187e-01,-1.012771949e-01,-1.029728502e-01,7.234577835e-02,1.247538517e-09,-3.891162670e-10,1.517729368e-02,-6.322939694e-02,-8.381287009e-02,-9.221968055e-02,-8.704917133e-02,-1.196043193e-01,-6.689031422e-02,6.757512605e-11,-7.414941490e-02,-6.320208801e-10,2.295413753e-03,-3.578092903e-03,-5.988155305e-02,-1.090352014e-01,-7.626706489e-10,7.631847376e-10,-6.220670789e-02,-4.578778148e-02,-4.875528160e-03,-5.810225010e-02,-1.215914041e-01,2.109140158e-02,-4.787432775e-02,8.444880906e-10,8.268991485e-03,-8.381950689e-10,5.156044364e-01,-1.178424284e-01,-1.922621392e-02,-1.064903215e-01,-5.000360681e-10,-1.030793922e-10,2.582550645e-01,1.463497430e-01,3.162204474e-02,3.935591877e-02,-3.618299216e-02,-2.251149714e-02,-5.511850119e-02,-7.074665853e-10,-2.006170005e-01,7.579237793e-10,-3.053326607e-01,-2.898090184e-01,-4.949743301e-02,2.352895439e-01,-3.726915165e-10,-7.511858913e-10,-6.639415771e-02,-1.065406278e-01,-1.361527480e-02,-1.477158517e-01,-4.740312323e-02,-2.913275361e-02,-1.207771450e-01,1.520310128e-10,-2.440233529e-01,8.825586928e-10,-2.134550512e-01,1.735391915e-01,-7.836928964e-02,-2.301260531e-01,5.113330245e-11,-7.522685808e-10,-7.376819383e-03,-8.376248181e-02,-1.047211364e-01,-7.619459182e-02,-9.581400454e-02,-1.835011989e-01,-3.602695093e-02,-5.834835948e-10,-5.080234259e-02,2.011876915e-10,-2.391342074e-01,-2.918301709e-02,-1.143755466e-01,-3.916797042e-02,5.726685792e-10,-5.460734642e-10,-6.550417840e-02,5.621185899e-02,-1.889949664e-02,-8.205696940e-02,-1.759763062e-02,4.059390351e-02,2.204572968e-02,3.262626558e-10,4.283747170e-03,-7.910099242e-10,-2.492093444e-01,-1.876908541e-01,-4.586543888e-02,3.382783830e-01,4.235241879e-10,6.092078231e-11,2.853190899e-01,-1.468040943e-01,4.094512388e-02,-1.119615231e-02,-4.824721068e-02,-9.657558054e-02,-1.596852094e-01,7.613680242e-10,-3.328030109e-01,9.406250223e-10,4.945556819e-01,2.980539203e-01,-2.591053955e-02,-2.781243324e-01,-4.209950999e-10,5.794536517e-10,-9.643206000e-02,4.531560838e-02,-4.570478946e-02,-7.491885126e-02,-1.424371600e-01,-8.796367794e-03,-1.514798552e-01,-1.293663648e-10,-1.614732593e-01,4.313631397e-10,-2.349227369e-01,-4.244512618e-01,-1.096266955e-01,-6.045677140e-02,7.734377028e-10,5.402701619e-10,-1.502845669e-03,-4.572617263e-02,-6.803929061e-02,-7.335275412e-02,-9.242852777e-02,-1.499440521e-01,2.675179392e-02,4.003975762e-10,1.252425020e-03,-5.402642222e-10,-2.527377009e-01,4.911059886e-02,-8.050502837e-02,-1.406777054e-01,-1.128888982e-09,4.223980540e-11,-7.484599203e-02,5.100857932e-03,-3.975538071e-03,-3.221112862e-02,-2.327374928e-02,1.701404341e-03,-4.759551585e-02,2.467842319e-10,1.795547605e-01,3.481745170e-10,6.162077188e-02,5.311224461e-01,-4.055280238e-03,-1.627711952e-01,-1.821404833e-10,-8.449570488e-10,2.494162768e-01,1.001519635e-01,4.687155038e-02,-5.582063645e-02,-9.086155146e-02,-2.512619831e-04,-2.634103596e-01,-4.508545481e-10,-3.632683754e-01,-5.780662060e-10,-1.839748770e-01,-2.791760266e-01,-9.314926714e-02,3.157654107e-01,1.454558002e-10,8.035247467e-10,-7.514944673e-02,-1.094197631e-01,-1.529440843e-02,-8.368662000e-02,-1.331654042e-01,-5.030161142e-02,1.137994006e-01,6.829356525e-10,-5.049068332e-01,-3.291285647e-11,-9.621546604e-03,-2.338244915e-01,-1.154116169e-01,-9.932950884e-02,-2.750984510e-11,7.466531282e-10,2.220650204e-02,-8.640637994e-02,-1.191303059e-01,-6.939323992e-02,-5.320413038e-02,-1.643811017e-01,-6.422411650e-02,-8.336611956e-10,1.990564167e-01,-2.441148117e-10,-1.115803570e-01,-2.812968493e-01,-4.934601486e-02,-1.940393001e-01,1.166209768e-10,-7.717655959e-10,-6.956532598e-02,4.763105512e-02,-1.835981384e-02,-1.480146311e-02,-6.111096218e-02,-3.723679483e-02,-1.812959015e-01,3.558584816e-10,-5.124671459e-01,4.585874736e-10,-4.767632857e-02,-2.716920078e-01,1.250221953e-02,-1.179449959e-03,6.702546296e-10,8.292885267e-10,2.487747073e-01,2.433832735e-02,4.614862427e-02,1.929506473e-02,1.643805392e-02,-4.210966080e-02,3.688308299e-01,7.840507688e-10,-5.108919740e-01,-3.454344102e-11,-3.530704230e-02,5.107683539e-01,-1.197118089e-01,-1.134764180e-01,-7.158602044e-10,-7.460319584e-10,-5.829165503e-02,-6.977947801e-02,-3.641413525e-02,-1.621442139e-01,-1.697171181e-01,-3.717566654e-02,-4.837926924e-01,-1.217050211e-10,9.922514558e-01,1.278408934e-09,-4.486711696e-02,-2.262921929e-01,-1.338511854e-01,7.177032996e-03,9.578199345e-10,-6.952731169e-10,9.803735884e-04,-9.305308759e-02,-8.291448653e-02,-8.474703133e-02,-8.654011041e-02,-9.624125063e-02,3.311069682e-02,9.626199837e-10,-4.564082325e-01,8.578703858e-10,-1.134793833e-01,-2.759481370e-01,-2.211520076e-02,-3.295063972e-02,6.628320670e-10,4.382403052e-10,-5.205424875e-02,-5.353662372e-02,-3.218680620e-02,6.812762469e-02,4.185961932e-02,-8.686032891e-02,5.933856964e-01,-6.588076196e-10,-5.289912820e-01,5.280741400e-10,-9.408272803e-02,1.814827119e-04,-8.762177080e-02,-1.929402538e-02,-5.106441381e-10,-9.641116794e-10,2.414825857e-01,4.461511597e-02,4.813295230e-02,-1.815705150e-01,-5.063939840e-02,-3.610682441e-03,-2.939389944e-01,5.159604965e-10,8.790569901e-01,7.392612633e-10,-5.297373980e-03,-2.096611112e-01,-3.139912784e-01,-5.021131039e-02,-8.106781357e-10,2.505023688e-10,-1.051949486e-01,-3.224992007e-02,-2.097078785e-02,-1.027266607e-01,-1.610080004e-01,-4.860028625e-02,-2.873834968e-01,-4.286791755e-10,-6.520582438e-01,7.696991378e-10,-6.002270430e-02,5.885910615e-02,1.677930951e-01,-1.459444873e-02,-7.682124936e-10,2.123903137e-10,3.702840582e-02,-4.906316474e-02,-8.606024832e-02,-2.637443133e-02,-1.320403367e-01,-7.365746051e-02,-2.734593153e-01,3.082517297e-10,-1.855067313e-01,-4.714497126e-10,-8.189497888e-02,-1.143149808e-01,-2.903845534e-02,-5.650456995e-02,-9.458174521e-11,-9.306266313e-10,-5.186182261e-02,6.709205359e-02,2.390822768e-02,1.100301649e-02,-5.206231400e-02,-6.562189758e-02,-2.870010138e-01,3.062229081e-10,1.001503825e+00,1.269091943e-09,-8.582807332e-02,-4.258008301e-02,-1.591841578e-01,-3.930018097e-02,-1.778445863e-10,-6.672833952e-10,2.376305312e-01,-4.393977299e-02,-5.143079907e-02,-1.277119666e-01,-9.717267007e-02,2.400608361e-02,5.276282430e-01,6.113800022e-10,-5.083580613e-01,-8.185681022e-10,-3.093706630e-02,-1.139051840e-01,3.329184353e-01,-1.356765907e-02,7.374513222e-10,7.897668630e-10,-8.324127644e-02,-9.418002516e-02,-4.385171086e-02,-1.865109205e-01,-1.404062063e-01,-1.000412926e-01,-2.224005908e-01,-5.423874128e-10,-4.707512558e-01,-1.147047124e-09,-6.398308277e-02,-3.412245959e-02,-5.538327098e-01,-5.940050352e-03,5.275182513e-10,-3.113791724e-10,1.862457767e-02,-1.927940175e-02,-1.965715177e-02,5.873703212e-02,-1.161286607e-02,-7.082241029e-02,-2.796097994e-01,2.229512547e-10,-5.099020004e-01,1.612677630e-10,-6.025777757e-02,-7.116014510e-02,1.155995652e-01,-8.158566058e-02,2.899340490e-10,-9.711039750e-10,-6.885601580e-02,-1.925763790e-03,1.736117713e-02,1.110812351e-01,8.085200191e-02,-5.220241845e-02,-1.731432788e-02,-3.090807332e-10,-5.180866122e-01,3.092206213e-10,-1.071666703e-01,-1.016055048e-01,6.425499916e-01,-7.698509097e-02,-5.195441855e-10,2.742452654e-10,2.459727079e-01,2.335247770e-02,2.187116537e-03,-3.174686730e-01,-2.796510160e-01,1.271859674e-06,-2.176137567e-01,-1.829651847e-10,9.486570358e-01,9.159419334e-10,-3.584676981e-02,-5.719451979e-02,-3.214364946e-01,-8.084955066e-02,7.118335088e-11,-4.898274564e-10,-7.435469329e-02,-1.661859639e-02,-8.532577753e-02,-7.063734531e-02,-1.977323443e-01,-8.602431417e-02,2.084452193e-03,-1.490494256e-10,-4.598416984e-01,8.380718342e-10,-2.924257517e-02,-6.873738766e-02,-2.874437869e-01,2.754258178e-02,1.663228930e-11,5.523920765e-10,1.845700108e-02,-9.579980373e-02,-2.663072385e-02,3.242439032e-02,9.260681272e-02,-7.490201294e-02,-2.875282429e-02,4.738274703e-11,-4.582272768e-01,1.502043157e-09,-6.902409345e-02,-3.388374671e-02,-2.965624928e-01,-1.060856413e-02,-6.188315971e-10,-5.775317446e-10,-3.706302727e-03,-1.212402061e-02,-3.852393245e-03,-2.431011796e-01,-9.599022567e-02,1.056253538e-01,-2.804627642e-02,-6.805929709e-10,6.260668486e-02,-1.262443344e-10,-2.614473924e-02,2.428923966e-03,-3.201352954e-01,-7.924222201e-02,-1.622067619e-10,6.605969660e-10,1.888816059e-01,-5.544057488e-02,-4.089803994e-02,4.484973848e-01,-4.711892903e-01,-1.130967960e-01,-6.595174223e-02,9.049833660e-10,-4.159905016e-01,1.228574881e-10,-1.506589502e-01,-8.276943117e-02,5.475869775e-01,-1.802514540e-03,3.069595411e-10,-3.856142905e-10,-7.003767043e-02,3.111968748e-03,3.489353508e-02,-3.249931335e-01,2.908090353e-01,-1.501206905e-01,-3.188303486e-02,-1.118803494e-09,-1.088088304e-01,4.463431569e-10,-3.692207858e-02,-5.982562900e-02,-1.637068093e-01,-2.040072531e-02,1.478258210e-10,-1.600152649e-10,5.715931766e-03,-2.582835406e-02,-8.213384449e-02,-1.230276451e-01,-2.589960210e-02,-5.591844022e-02,-1.339802146e-01,2.613890701e-11,-2.557736635e-02,-4.397920639e-10,-2.771213464e-02,-1.223346516e-01,-3.266280591e-01,-3.930254281e-02,3.884022617e-11,8.480716684e-10,-6.644029170e-02,2.013995126e-02,2.514611781e-01,4.867933989e-01,-2.652768195e-01,-1.683365256e-01,-7.047930360e-02,1.432329116e-10,-3.098998219e-02,-7.877551389e-10,-7.774744928e-02,-1.504555494e-01,-5.218614824e-03,-5.177453160e-02,-4.825619349e-10,-8.640182458e-10,2.136784494e-01,-8.124925941e-02,5.674134195e-02,-2.777252197e-01,4.472474754e-01,-4.033208638e-02,-1.039927974e-01,8.448387545e-10,-3.703258634e-01,-4.231764661e-10,-6.616050750e-02,-3.471146896e-02,-2.457172722e-01,-7.052733004e-02,-1.510941150e-09,-7.687804282e-10,-6.838810444e-02,-1.584532484e-02,-3.689076304e-01,-2.209244370e-01,-4.839209020e-01,-2.491767853e-01,-2.911063097e-02,-6.234385785e-10,1.144187408e-03,7.205367969e-10,-5.086892098e-02,9.861917235e-03,-1.403492177e-03,-5.415508896e-02,6.512092532e-10,1.755266626e-10,4.184012115e-02,-1.278032176e-02,-3.178634495e-02,-2.307770550e-01,-8.350660210e-04,2.448217124e-01,-5.639678612e-02,-5.241266865e-10,-8.656388521e-02,-2.805687627e-10,-4.636890069e-02,-8.669383824e-02,-1.196973864e-02,3.489041328e-02,7.353591347e-11,-4.991821886e-11,-1.466897968e-02,-1.162565965e-02,-1.072702855e-01,-2.642643452e-01,6.552882195e-01,-1.568479240e-01,-8.134227991e-02,7.925626822e-10,-5.371295661e-02,-6.914558370e-10,1.316451468e-02,-3.267407790e-02,-2.301350795e-02,-2.241804749e-01,8.891687386e-10,9.715772631e-10,1.848684102e-01,-3.625367582e-02,2.438279241e-02,5.152616501e-01,-3.367916048e-01,-2.261030078e-01,-6.060644612e-02,-3.320513586e-10,-2.236130238e-01,4.280134858e-10,-1.391910017e-01,-1.994246095e-01,-1.657286137e-01,-6.717719138e-02,-1.030975305e-09,2.540019028e-10,-7.590058446e-02,-2.180281468e-02,2.626927197e-01,-2.411814332e-01,-3.087656796e-01,-1.415310502e-01,-4.846731573e-02,-1.107442887e-10,-6.240028888e-02,-6.789508400e-10,-1.135528013e-01,-1.644153334e-02,-2.608466893e-02,1.069945022e-01,7.864560114e-10,-8.265446660e-10,2.585807815e-02,-1.984061114e-02,-2.720564902e-01,-2.524522543e-01,-3.117934465e-01,3.111929297e-01,-6.916151196e-02,-3.678406191e-10,-1.461516768e-01,-3.566161533e-10,-3.070149338e-03,-1.489575207e-02,-4.780540243e-02,4.208039120e-02,9.039196613e-10,9.066407347e-11,-1.998441853e-02,-4.939871654e-02,-2.730833888e-01,-1.940800436e-02,-2.937055528e-01,-1.957314461e-01,-7.134487480e-02,9.763111153e-11,-1.097365841e-01,7.004892777e-10,5.673209950e-02,-1.122795716e-01,-6.520271301e-02,1.429878473e-01,7.488999976e-10,-1.223180668e-09,2.024808079e-01,3.513625637e-02,-7.863056660e-02,-3.079967499e-01,5.524255037e-01,-2.820251882e-01,-2.445549518e-02,3.491474609e-10,-1.172549129e-01,6.359997251e-11,-2.597950399e-01,-3.658757359e-02,-6.902696937e-02,-2.262491584e-01,8.131007534e-10,4.618216642e-10,-1.032569781e-01,6.894840300e-02,3.555720448e-01,6.793826073e-02,-2.920370400e-01,3.060989976e-01,-6.393857300e-02,-1.426632562e-10,-5.792695656e-02,-2.295082596e-10,-1.307259649e-01,-3.936972469e-02,-5.159667879e-02,-2.349355668e-01,-5.496909039e-10,7.556197335e-10,4.107717425e-02,-1.458128095e-01,-9.475494176e-02,1.496610232e-02,-2.687407136e-01,-4.193134978e-02,-1.000566855e-01,2.748048178e-10,-2.007541806e-01,-7.710258543e-10,8.981372416e-02,-7.363820076e-02,-7.518762350e-02,1.759709716e-01,-1.493235952e-10,-7.423537340e-10,1.699988358e-02,-1.395729333e-01,-1.707162708e-01,7.240159437e-03,3.014249504e-01,-9.854032099e-02,-4.169492424e-02,-5.759401844e-10,-2.143928707e-01,6.912070361e-10,-7.483225316e-02,-2.261865139e-02,-8.980040252e-02,1.494659632e-01,-1.073343858e-09,-9.015383995e-10,1.656571180e-01,-1.293391287e-01,3.756070435e-01,-3.213865161e-01,-5.941229463e-01,3.111714423e-01,-2.252853364e-01,5.162034133e-10,-3.781689331e-02,-2.026313423e-10,-9.750618786e-02,-1.014666930e-01,-8.714779466e-02,-2.482780218e-01,8.419407949e-10,4.114873164e-10,-8.182016760e-02,2.129014879e-01,-2.601753175e-01,6.057647988e-02,4.510953128e-01,-4.517107010e-01,-3.242060915e-02,1.759932061e-10,-8.151177317e-02,-4.515174623e-10,-4.322560970e-03,-2.018647939e-01,-1.272179070e-03,-1.780766100e-01,8.574795873e-10,1.149747658e-10,1.933967136e-02,-3.377476335e-02,-3.580218181e-02,8.707395755e-03,-4.624848664e-01,2.492682450e-02,3.736726195e-02,5.870967046e-10,-1.524289548e-01,-6.145378095e-10,-6.471487880e-02,6.238977984e-02,-8.343751729e-02,1.347945780e-01,-2.636237062e-10,-1.541909517e-10,-2.340503968e-02,-2.021056861e-01,4.226383194e-02,-3.576119617e-02,-1.527663134e-02,5.316627026e-01,-1.370228380e-01,4.580401336e-10,-5.664416030e-02,4.276598242e-10,-1.335951388e-01,-7.016616464e-01,-1.815083325e-01,-1.913687140e-01,3.484242617e-10,4.766527173e-10,2.031758428e-01,-6.719455868e-02,3.323746845e-02,-9.761077166e-02,1.683570445e-01,-3.172127604e-01,2.197261527e-02,1.587871362e-10,-1.961047500e-01,3.551170191e-10,4.087968543e-02,6.003066897e-01,-2.951235883e-02,1.842160970e-01,4.339626158e-10,-3.196642673e-10,-8.079929650e-02,-2.409751862e-01,-1.080523059e-01,1.367369201e-02,-2.841476351e-02,-1.874413341e-01,-8.115551621e-02,4.156276157e-10,-1.721119732e-01,2.504565166e-10,-6.474564970e-02,5.540517569e-01,-3.755755490e-03,-8.306936175e-02,3.687033734e-10,-7.600721719e-10,2.110648900e-02,4.198600948e-01,-5.995343626e-02,-1.231178641e-01,-4.272783697e-01,-2.399520725e-01,-6.549535692e-02,-1.138526162e-09,-6.099436805e-02,-3.836496953e-10,-8.486500382e-02,-7.176700234e-01,-4.738390446e-02,-5.008115619e-02,-7.901742594e-10,7.614723296e-10,6.202702224e-02,-1.570549309e-01,-2.530804463e-02,-6.028047204e-01,-1.129304990e-01,-2.168501914e-01,-1.008328676e+00,4.787412133e-10,-1.203816980e-01,-3.621498379e-10,-6.838193536e-01,-1.491844207e-01,-1.000105500e+00,-3.490730524e-01,-5.346895149e-10,5.431502470e-10,1.230152920e-01,1.824062467e-01,-6.375094503e-02,1.795476079e-01,5.727813579e-03,2.675301135e-01,6.307089329e-01,7.234983723e-10,-7.347314060e-02,-5.025117544e-10,5.192543268e-01,-3.468547389e-02,6.570430994e-01,-3.664915264e-02,4.657365049e-10,5.235881173e-10,-1.006835327e-01,-2.470986247e-01,-2.969136275e-02,1.999081373e-01,1.199407876e-01,-7.558298856e-02,6.808646917e-01,2.420939282e-10,-1.247348562e-01,-9.704188564e-10,5.438050628e-01,2.857412677e-03,4.255927801e-01,1.558961272e-01,2.002326777e-10,7.329197804e-10,3.506371006e-02,1.307003349e-01,2.763812244e-02,-2.103917673e-02,-3.160638213e-01,-1.879873127e-01,-5.665447116e-01,3.483869582e-10,-1.671186835e-01,3.981636965e-10,-6.235561967e-01,-8.300960064e-02,-3.468060195e-01,8.746931702e-02,7.342773611e-10,1.276625250e-09 +thresholds = 4.845422208e-01,-3.666002750e-01,-3.714130223e-01,-9.786432981e-01,-1.216349483e+00,-8.596690893e-01,-1.053688407e+00,-9.586050146e-05,-1.958094716e+00,-1.224710868e-04,-9.774099588e-01,-1.060796261e+00,-1.059661031e+00,-5.694698691e-01,-6.718532532e-04,-2.899247047e-04 +weights1 = -4.868810177e-01,9.627124071e-01,2.985627651e-01,1.330996584e-02,2.678928077e-01,4.200776294e-02,5.843796730e-01,1.043043099e-02,7.724095583e-01,5.660156161e-02,6.595094204e-01,6.593910605e-02,7.547480464e-01,2.657214738e-02,-1.388905790e-08,2.400997978e-08,1.086750150e+00,5.463698134e-02,1.176381037e-08,4.770076778e-09,8.592945337e-01,1.235168613e-02,8.155091405e-01,4.646924324e-03,7.724897861e-01,8.882412687e-03,3.887538910e-01,9.491810948e-02,2.456798320e-08,3.536670290e-09,-1.598940713e-08,2.248209974e-08 +biases1 = -6.169772744e-01 +weights2 = +biases2 = diff --git a/params/D00153.001.txt b/params/D00153.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..69944581c42e86256e34386b16bc4c83fc21908a --- /dev/null +++ b/params/D00153.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 0 +detectors = 8.984145522e-02,-3.413465321e-01,-2.818810940e-01,-5.231015384e-02,-7.768224180e-02,-9.036704898e-02,9.243661165e-02,8.277840912e-02,-1.161125675e-01,2.630951814e-02,-9.309037775e-02,2.600339353e-01,-6.695682532e-04,-8.054722846e-02,-4.259021580e-02,-4.702170938e-02,1.074960157e-01,2.638867199e-01,-3.236093819e-01,1.634346694e-01,-2.458597422e-01,1.100280583e-01,-3.169655800e-01,-4.190384150e-01,-9.309738129e-02,-3.130089939e-01,-2.338949442e-01,-1.630824357e-01,-2.611824274e-01,-2.999534011e-01,6.657618284e-02,-7.724241167e-02,-3.731303811e-01,-1.432425827e-01,4.118461311e-01,2.416090518e-01,1.843661070e-02,-1.707425117e-01,-4.350697100e-01,-3.884159774e-02,-5.575658381e-02,9.584426880e-02,-2.157334387e-01,9.026947618e-02,1.730487682e-02,-5.482784007e-03,-3.745547682e-02,7.279331237e-02,-2.658764599e-03,1.096409485e-01,-2.566290200e-01,-6.547251344e-01,-1.094634160e-01,5.979929119e-02,2.376837730e-01,2.907255478e-02,-2.379537076e-01,-1.077753380e-01,-1.327090114e-01,-5.119465590e-01,-4.043753818e-02,-2.565783858e-01,-7.139574736e-02,-1.524690390e-01,7.712695003e-02,-3.390275240e-01,-2.927981615e-01,1.289833039e-01,-3.308019368e-03,8.302545547e-02,3.488225341e-01,8.435678482e-02,-1.069854386e-02,6.531064957e-02,1.141446710e+00,-6.636281610e-01,4.587382823e-02,-1.049003303e-01,-4.381233454e-02,8.793544769e-02,2.297539264e-01,1.544211209e-01,-3.241439760e-01,2.453990877e-01,-1.699152142e-01,8.745383471e-02,-4.076568484e-01,-8.833519369e-02,-3.299798369e-01,-3.694474995e-01,-3.224810660e-01,7.478513569e-02,-2.810445130e-01,-2.753753960e-01,9.339001775e-02,-2.643213272e-01,-6.945570111e-01,-5.786410719e-02,8.108803630e-01,5.720855594e-01,-1.774639823e-03,-2.802477479e-01,-5.641607046e-01,-4.036029875e-01,-1.350643579e-02,1.756372750e-01,-9.975833297e-01,7.188559175e-01,-1.659978367e-02,3.196083754e-02,-4.233750701e-02,4.865599051e-02,2.098183185e-01,1.317733675e-01,-6.437574029e-01,-1.248773575e+00,-2.397345603e-01,1.857658476e-02,2.014508992e-01,6.094410643e-02,-1.493380219e-01,-1.709206104e-01,-4.966725707e-01,-4.545035362e-01,-3.326603398e-02,-2.948228419e-01,-9.232948720e-02,-7.610462606e-02,2.154738456e-01,-1.096648797e-01,-6.495263577e-01,3.770821095e-01,3.371962607e-01,-6.568171084e-02,-3.682483137e-01,1.688959301e-01,-1.170716286e-01,6.218115613e-02,-9.226775765e-01,5.882658362e-01,4.628360644e-02,7.339254767e-02,-4.244912416e-02,4.866298661e-02,-4.330628086e-03,1.299135387e-01,-2.596943080e-01,4.687587498e-04,1.737941056e-01,1.048982739e-01,1.305778325e-01,-4.983002543e-01,-3.252353072e-01,-3.698919117e-01,-1.584053338e-01,-4.687793851e-01,-2.407330573e-01,-4.623826742e-01,7.307227701e-02,-2.364069372e-01,-4.514322877e-01,-1.449005753e-01,9.650069475e-01,-9.060809612e-01,-7.268036008e-01,-2.989507020e-01,1.881873310e-01,-3.804573044e-02,2.420142293e-01,1.465233862e-01,1.322988153e+00,-2.455479950e-01,-8.481337130e-02,9.297718853e-02,-6.337170303e-02,5.181153119e-02,6.193095073e-02,1.306834072e-02,-5.057232380e-01,2.263368815e-01,-1.984426975e-01,1.682620794e-01,-3.722270727e-01,2.182298526e-02,-3.026221991e-01,-1.372326612e-01,-9.171141982e-01,-1.984972060e-01,-6.217237562e-03,-3.469146490e-01,-5.163525417e-02,-6.808236986e-02,8.705618232e-02,-2.853619456e-01,-7.839686275e-01,-3.717204630e-01,-3.645374775e-01,6.105682347e-03,-1.350666285e+00,-7.020902038e-01,2.287198044e-02,9.463891387e-02,-9.178527594e-01,-8.257331848e-01,5.550702661e-02,-1.619754918e-02,-2.333248593e-02,-1.274634525e-02,6.585985422e-02,2.719084322e-01,-1.021532807e-02,-3.390057981e-01,-1.717832834e-01,1.656640023e-01,1.090487361e+00,5.586326122e-01,-5.332190990e-01,-4.221296608e-01,-1.811257303e-01,-8.071035743e-01,-2.382896096e-01,-4.931163490e-01,1.026331931e-01,-3.081096411e-01,-4.059946537e-01,-1.680994034e-01,8.486443758e-01,5.454379320e-01,3.865773380e-01,-2.478060126e-01,8.169133067e-01,-1.295863628e+00,2.940436304e-01,2.036171705e-01,1.379526615e+00,1.412173510e+00,-6.377780344e-03,2.147773653e-01,-1.413194239e-01,1.232956424e-01,7.457952946e-02,7.025203854e-02,-5.043188930e-01,-1.371443421e-01,-2.650579512e-01,-1.523480564e-02,-9.781384468e-01,1.093265176e+00,-2.869207859e-01,-1.748122722e-01,-9.562516212e-01,-1.040109619e-01,-9.654767066e-02,-3.485511243e-01,-2.286695503e-02,-5.710036494e-03,9.789668955e-03,-1.593293101e-01,-6.798918843e-01,6.936837733e-02,-2.243155241e-01,4.286599904e-02,2.030793577e-01,3.592275381e-01,2.821141183e-01,1.393317580e-01,1.593645066e-01,8.921800852e-01,2.423446067e-02,1.980343275e-02,-2.425850555e-02,-8.393146098e-02,-1.683287323e-02,8.913010359e-02,2.912788093e-01,-5.272212029e-01,1.050536036e-01,1.694016159e-01,-4.416463375e-01,-5.816074610e-01,-4.487063289e-01,-4.039324522e-01,1.304984391e-01,-1.023921371e+00,-7.325466722e-02,-4.800269902e-01,9.607336670e-02,-1.288341582e-01,-2.838490307e-01,-1.982646734e-01,5.462595820e-01,2.082043737e-01,4.243839085e-01,-3.250146210e-01,-1.510214247e-02,1.273459103e-02,-3.773297071e-01,2.286613435e-01,-8.441767097e-01,-4.171728492e-01,-2.256007865e-02,1.803683192e-01,-1.643085033e-01,7.558818907e-02,1.128405631e-01,1.565804034e-01,-6.075848341e-01,-5.224828422e-02,-7.196456790e-01,2.141840942e-02,-1.670519859e-01,-1.368298531e-01,4.064693302e-02,-2.629551589e-01,-1.209225059e-01,2.239775956e-01,-2.136885524e-01,-3.630067110e-01,8.287620731e-03,-6.637149304e-02,1.473261118e-01,-6.916618347e-02,-3.425342441e-01,1.476807892e-01,6.831885576e-01,1.079229489e-01,-2.276281118e-01,3.296644688e-01,6.152812839e-01,3.436067700e-02,-7.451698184e-01,9.619781375e-02,-9.192377329e-02,-2.324955421e-04,-3.332418948e-02,9.082748741e-02,-1.005745530e-01,1.965140253e-01,-2.620043159e-01,-1.819019439e-03,-3.198347688e-01,8.928938955e-02,-3.216590285e-01,-6.342224479e-01,-7.243473530e-01,-3.659994900e-01,-8.278362155e-01,-8.751797080e-01,-5.747162700e-01,-5.359889269e-01,1.229624078e-01,-1.363331974e-01,-2.961995304e-01,-1.930527687e-01,2.206592709e-01,-3.952822387e-01,-6.574588418e-01,-3.540065587e-01,5.733141303e-01,-1.859919354e-02,-6.773183942e-01,3.506897688e-01,1.515730977e+00,5.013634562e-01,5.778760910e-01,2.501319051e-01,-1.490231901e-01,-3.334900737e-02,7.109498978e-02,-4.612249509e-02,-6.631218642e-02,-5.245940387e-02,-1.202366799e-01,6.547320634e-02,-4.453010857e-01,-2.337552980e-02,2.831383944e-01,-3.181977272e-01,-6.182459593e-01,-4.698512703e-02,-1.965722144e-01,-3.566958308e-01,-2.579576336e-02,-1.249635145e-01,8.285564370e-03,-5.847077072e-02,-5.201712251e-01,4.201895371e-02,-1.456734389e-01,4.036800936e-02,1.908716708e-01,4.070684016e-01,-9.063037038e-01,-1.160641983e-01,4.689683318e-01,3.167789280e-01,1.470950395e-01,-8.518159389e-02,2.968561836e-03,3.658640385e-02,-8.958745003e-02,4.451220110e-02,2.683950663e-01,-5.302507058e-02,-5.168043375e-01,3.127470613e-02,-4.532306790e-01,-6.093786359e-01,3.386128545e-01,-4.400204718e-01,-6.645339131e-01,-1.736222208e-01,-2.516093254e-01,-3.809887469e-01,1.429262459e-01,-2.522067726e-01,-2.628385425e-01,-3.017019331e-01,1.806990504e-01,7.664817572e-02,5.429362655e-01,-4.323188663e-01,1.256877184e-01,4.348003492e-02,1.061545253e+00,7.036975026e-01,-5.005993247e-01,-9.121273160e-01,-3.747234643e-01,3.068717718e-01,-1.601008624e-01,1.560225785e-01,1.662220508e-01,2.043812275e-01,-3.789841831e-01,-3.674426973e-01,-2.952029109e-01,2.692235708e-01,-2.849206924e-01,-1.869862080e-01,-9.966747165e-01,-4.463394880e-01,2.051943541e-02,4.443118274e-01,1.941118687e-01,-4.840422571e-01,-7.035195827e-02,-1.440877765e-01,1.940648258e-01,-1.164240465e-01,-5.645380616e-01,-1.925240457e-02,1.452920586e-01,9.479922801e-02,-8.333399892e-02,3.559929729e-01,-1.129482627e+00,4.437741637e-01,3.282419443e-01,-1.408208758e-01,-9.541012347e-02,8.213416487e-02,1.161731854e-01,1.271916032e-01,-1.120075583e-01,1.945749521e-01,1.592652202e-01,-3.783801496e-01,3.038399518e-01,1.743394136e-01,-1.896494180e-01,-5.892743468e-01,1.063245296e+00,4.746281356e-02,-4.852609336e-01,1.132348739e-02,-5.793842077e-01,-5.693988204e-01,5.296354368e-02,2.404955775e-01,-3.221282065e-01,-2.441077083e-01,1.270045042e-01,3.373512030e-01,-5.745142102e-01,-6.964407563e-01,1.530947983e-01,-1.474701017e-01,7.734044194e-01,-5.893598199e-01,-4.161734283e-01,-1.364827603e-01,-1.381164193e-01,4.875728786e-01,-1.356895566e-01,-3.842523694e-01,6.176107377e-02,5.481295288e-02,-1.719449162e-01,-2.418890297e-01,-2.895480990e-01,3.357758820e-01,-3.012486100e-01,3.460260108e-02,-1.210273504e+00,-2.007872015e-01,-1.024270803e-01,-5.816327408e-02,5.277238488e-01,-6.429769397e-01,-1.185504720e-01,-1.876841933e-01,1.959948540e-01,-3.112783097e-02,-3.793576956e-01,1.230463833e-01,-1.499464810e-01,1.901950836e-01,-3.102117218e-02,3.132079244e-01,6.263838410e-01,-1.277532458e+00,5.471732095e-02,-7.389737666e-02,-7.197212577e-01,3.912679106e-02,1.103822365e-01,-5.645913482e-01,-1.861379594e-01,1.122036278e-01,1.312571168e-01,-4.391711578e-02,-4.889165759e-01,2.767044306e-01,-3.694953322e-01,-7.812935114e-01,-9.573349953e-01,-3.702840209e-01,-4.186788499e-01,-6.791201234e-02,1.266047239e+00,-9.886482954e-01,3.737339983e-03,-6.003711224e-01,-3.769335449e-01,-2.592122853e-01,2.146178037e-01,-1.273600012e-01,4.970847368e-01,-8.087022901e-01,1.532750875e-01,3.180462718e-01,1.240141094e-01,1.886151910e+00,-1.302578002e-01,-1.221484542e-01,-4.072502553e-01,1.171288252e+00,-1.469564140e-01,1.135734677e+00,1.885407120e-01,6.680335104e-02,-4.165518880e-01,-2.536921799e-01,-2.725206017e-01,2.504963279e-01,-1.743939966e-01,-1.964004636e-01,-2.959599495e-01,-5.373740196e-01,-1.815265119e-01,-6.124394387e-02,-4.244892001e-01,-8.645730019e-01,-5.180815980e-02,-1.745374203e-01,4.149598479e-01,4.399941862e-02,-2.129300684e-01,-1.462501585e-01,1.071480513e-01,3.484695554e-01,4.237359390e-02,3.073897064e-01,-4.182732999e-01,-2.603904307e-01,1.309595108e-01,-1.857575774e-02,-3.327144384e-01,-3.336342275e-01,3.417769074e-01,-1.824662834e-01,-1.745178699e-01,5.808594450e-02,-2.891089618e-01,-1.636957824e-01,-1.260849535e-01,-6.070839763e-01,-2.548774481e-01,-7.135879993e-01,-7.129685879e-01,-4.104321301e-01,-3.896275163e-01,-6.641744077e-02,-2.941305041e-01,-8.463722467e-01,-3.506439626e-01,-1.801421344e-01,-7.692736983e-01,-2.711517513e-01,3.479000628e-01,2.365605235e-01,4.458880052e-02,-1.112775207e-01,9.533070028e-02,1.770094037e-01,1.301585317e+00,4.414918721e-01,-1.385484636e-01,-1.368617564e-01,6.602926850e-01,1.535793781e+00,2.370514572e-01,-6.096343398e-01,3.500082493e-01,5.790658295e-02,-2.957656682e-01,-2.280954570e-01,-4.403184652e-01,2.786556780e-01,-3.048722148e-01,-1.175512001e-01,-6.735230684e-01,-6.921631098e-02,-2.787526846e-01,-1.028072983e-01,-3.184755743e-01,-9.986925721e-01,-3.129201233e-01,7.691242099e-01,3.108437061e-01,-4.797722399e-02,-3.386864364e-01,1.043481007e-01,-1.881882846e-01,1.720519364e-01,-2.517508343e-02,5.197448134e-01,1.448705047e-01,1.394948483e+00,5.224778131e-02,-1.654812098e-01,1.893201470e-01,-6.312885284e-01,6.673472933e-03,-6.196814179e-01,-3.102009296e-01,-8.948394656e-02,-2.721507549e-01,-4.288432002e-01,3.756333515e-02,5.187861919e-01,-3.275365233e-01,-8.947859406e-01,-3.029973507e-01,1.850702763e-01,-2.899667621e-01,-1.748342663e-01,-1.852725595e-01,-6.155286431e-01,-3.812266886e-01,5.797643065e-01,-3.077370226e-01,-2.452147007e-01,5.823925734e-01,1.917729229e-01,-1.225132942e-01,-1.073587418e+00,3.160393536e-01,1.076298058e-01,-1.928180158e-01,-3.207572937e+00,-1.842094213e-01,8.557570726e-02,-3.286426663e-01,1.386365891e+00,6.366698146e-01,7.517253160e-01,1.290445626e-01,2.716627717e-01,-4.220398366e-01,-1.690981388e-01,-1.406074613e-01,2.909162939e-01,-3.844373822e-01,-7.869052142e-02,-1.524155140e-01,1.329371929e+00,-2.534786761e-01,-6.954636425e-02,3.962226957e-02,-7.826710343e-01,-3.473071754e-01,-9.154292941e-01,1.672835052e-01,8.074753731e-02,-5.540231243e-02,-3.855738640e-01,-4.496283084e-02,-7.560151280e-04,-2.473297119e-01,3.565568328e-01,-4.024847224e-02,-5.536898226e-02,-1.136556547e-02,-1.198228598e-01,-2.370150387e-02,-1.725406051e-01,4.873565137e-01,1.675399840e-01,-2.746013403e-01,-1.978680119e-02,-3.850623369e-01,3.132649511e-02,-4.797175527e-01,9.757969528e-02,-1.620915979e-01,-6.633452773e-01,-3.386712670e-01,-4.114679992e-01,-6.663728505e-02,-1.046889946e-01,-3.569770455e-01,-8.189883232e-01,-7.114577889e-01,-4.339817166e-01,-2.004410326e-01,-3.065291643e-01,1.730067432e-01,4.619995952e-01,3.763630092e-01,-1.949126869e-01,3.171446919e-01,1.411916018e-01,-3.106404655e-02,1.582365781e-01,-2.649745345e-01,1.192151755e-02,2.231798470e-01,9.826925993e-01,7.055454254e-01,1.024128646e-01,1.298037916e-01,1.342757642e-01,-1.819502264e-01,-4.101789594e-01,-2.667117119e-01,6.271364167e-03,-3.289678991e-01,-1.799048930e-01,-9.255402535e-02,1.009054203e-02,-3.324951231e-01,-1.118823811e-01,-1.275800616e-01,-6.340585947e-01,-5.658071041e-01,-4.000631720e-02,1.314960718e-01,2.423850298e-01,-7.337871194e-02,1.909600049e-01,1.151828617e-01,-3.584391903e-03,-3.886304796e-01,3.919813037e-01,-8.137428761e-02,1.146559790e-01,-1.369245946e-01,-6.280200183e-02,-6.612888724e-02,-5.699204206e-01,-1.003928483e-01,-9.663078934e-02,-3.561165035e-01,2.739959061e-01,-3.404316306e-01,2.161648311e-02,-1.456706822e-01,1.114451140e-01,-4.878775403e-02,-5.851516128e-01,-1.868045479e-01,-2.288192958e-01,-1.952768713e-01,-1.382252872e-01,-1.817666739e-01,-2.111334205e-01,4.103848338e-01,-1.366471946e-01,-1.572766751e-01,-1.058502078e+00,1.628503203e-01,3.523757458e-01,-2.288423032e-01,-2.062425166e-01,4.774196744e-01,-5.891165510e-02,-1.525018457e-02,-2.311265618e-01,-1.091269702e-01,-2.195069380e-02,2.169255726e-02,1.001862884e+00,4.180531800e-01,3.375851084e-03,2.038934976e-01,4.308176637e-01,-1.994831115e-01,-8.663874269e-01,-1.547245979e-01,6.553944200e-03,-4.613783360e-01,-9.400884062e-02,-2.193112820e-01,4.680562392e-02,-2.345439792e-01,-1.016069204e-01,-5.853104219e-02,-8.640894294e-01,-8.134326339e-01,2.570855431e-02,3.239186704e-01,5.000905991e-01,-2.005829215e-01,-2.990277410e-01,-3.933499008e-02,2.759300917e-02,6.504673511e-02,1.989557296e-01,-1.560231447e-01,-2.711253986e-02,-4.246079177e-02,-8.689620532e-03,-9.721451998e-02,-5.422745943e-01,5.195224658e-03,1.842737198e-03,1.217631996e-01,3.372596800e-01,-2.402282059e-01,9.542525560e-02,-1.719756126e-01,-3.615203872e-02,-4.251845181e-01,-6.217288971e-01,-3.138692677e-01,-1.700525433e-01,-2.417992949e-01,-1.722040474e-01,-1.059340984e-01,6.118980236e-04,5.882193446e-01,-2.729185298e-02,-9.677669406e-01,-1.422666669e+00,2.109241784e-01,4.677958786e-01,2.668597102e-01,-1.310956925e-01,5.850880146e-01,1.651262790e-01,1.622501165e-01,-7.458085660e-03,-1.521440446e-01,-4.140583333e-03,-1.029051561e-02,4.808863997e-01,-2.620964646e-01,-9.010920674e-02,3.439324498e-01,4.741356075e-01,-2.201566696e-01,-5.661358237e-01,-4.699102640e-01,4.831358790e-02,-6.464235187e-01,-8.830285072e-02,-1.956176311e-01,-9.413358569e-02,-2.387655377e-01,-1.393127888e-01,-7.129511982e-02,-5.818359852e-01,-4.159669876e-01,-8.800361305e-02,2.225514203e-01,2.592953444e-01,1.330899000e-01,-1.074747369e-01,-1.457439363e-01,7.553537190e-02,-7.792454362e-01,1.948689222e-01,3.686393029e-04,1.078780182e-02,-6.427000463e-02,-1.987901926e-01,-7.504600286e-02,-1.971206218e-01,-2.998203039e-01,-2.263883688e-02,-6.019461751e-01,1.233114153e-01,-4.375445247e-01,2.312875353e-02,1.747523397e-01,4.944998026e-02,1.692679375e-01,-4.737606049e-01,-2.104052454e-01,-6.879408658e-02,-2.286941707e-01,-7.265482098e-02,-4.875142127e-02,-3.115982413e-01,3.493552506e-01,-8.565563709e-02,5.921076983e-02,-4.275822639e-02,1.147786006e-01,5.364651680e-01,-3.294689357e-01,-1.740567982e-01,3.761796355e-01,-5.148858298e-03,-3.492416814e-02,-1.407680362e-01,-1.320812851e-01,8.995335549e-02,4.154630471e-03,2.264922112e-01,3.235726058e-02,6.034181919e-03,1.419113278e-01,-4.509671628e-01,-2.604484856e-01,-7.541622519e-01,-1.137807444e-01,-4.177952185e-02,-1.885195374e-01,-6.144223362e-02,-2.577340901e-01,-9.992740303e-02,-2.507379055e-01,-1.433311552e-01,-1.656035036e-01,-3.611765206e-01,-1.666807532e-01,-1.017091945e-01,1.913001388e-01,2.155316770e-01,8.080004901e-02,-3.322650492e-01,-3.756830096e-01,2.741597034e-02,-1.048365951e+00,2.234764397e-01,-7.127234247e-03,-1.162073314e-01,7.889587432e-03,-1.910801381e-01,-2.414748631e-02,-2.419987321e-01,-1.821571290e-01,-1.286614500e-02,-1.162825823e-01,-6.038751602e-01,-9.714401364e-01,-1.206402481e-02,-4.587003291e-01,3.711128235e-02,1.368087083e-01,-3.932237923e-01,-3.000169098e-01,4.821436107e-02,-3.112813830e-01,-3.676570207e-02,-9.811405838e-02,-2.675727010e-01,7.799270749e-02,-1.102397144e-01,-3.655153513e-01,2.106384374e-02,3.281057775e-01,3.289679885e-01,4.573967755e-01,-2.238144726e-01,4.993037879e-01,-1.132553443e-01,1.962237991e-02,-1.365737431e-02,-3.904782003e-03,1.212668866e-01,-1.591398194e-02,6.830111891e-02,1.830884665e-01,2.171136066e-02,1.122202352e-01,2.562366426e-01,1.120075062e-01,-2.865245640e-01,-3.702576831e-02,6.833785772e-02,-9.163136594e-03,-6.325525045e-02,-2.153968662e-01,-2.167346030e-01,-3.677985370e-01,-2.183678001e-01,-1.464093626e-01,-2.013077140e-01,-1.637827009e-01,-1.027683020e-01 +thresholds = -7.129860520e-01,-4.448521733e-01,-1.800423741e+00,-1.207969546e+00,-1.658076286e+00,-3.651789129e-01,-1.685978293e+00,-1.384116173e+00,-2.012026310e+00,-1.194539785e+00,-2.702307701e+00,-1.299006939e+00,-1.140753865e+00,-2.571896553e+00,-3.392688930e-01,-8.148623705e-01 +weights1 = -1.985582113e-01,1.008966208e+00,-1.511729062e-01,1.830421805e+00,-2.733561099e-01,-4.252414703e-01,1.327210367e-01,7.325592637e-01,4.095457494e-02,4.075038731e-01,-2.460137904e-01,4.277130067e-01,2.655778825e-01,5.959544182e-01,-2.106602490e-01,-7.004720569e-01,2.186612934e-01,1.053365588e+00,4.452652484e-02,4.231315613e+00,2.655512094e-01,1.107043505e+00,1.583561003e-01,2.159067392e+00,1.375358850e-01,1.264563441e+00,-2.109279931e-01,-1.941814661e+00,-9.452095628e-02,-1.799341798e+00,1.337056160e-01,1.147016644e+00 +biases1 = -6.111052036e-01 +weights2 = +biases2 = diff --git a/params/D00154.001.txt b/params/D00154.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..d444d8ea4ab5faffe13535541f565c5d842e3041 --- /dev/null +++ b/params/D00154.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -5.606404543e-01,-1.828829795e-01,1.323473454e-01,1.929174066e-01,2.969924212e-01,-5.898403749e-02,-1.325480044e-01,5.844851583e-02,-1.171236363e-04,-6.102533638e-02,-2.338336635e-04,8.689764142e-02,1.476750970e-01,-1.279628873e-01,-1.423365175e-04,-5.813656840e-03,-2.335276753e-01,-3.101268411e-01,-3.351062536e-02,9.791076183e-02,-7.431649417e-02,-9.785467386e-02,6.506502032e-01,1.878838753e-03,-1.349242521e-04,-2.876231372e-01,-1.250040368e-04,-1.448009908e-01,-2.319426090e-01,2.121859975e-02,-1.904281635e-05,-1.769065410e-01,7.236916572e-02,-5.614425614e-02,-1.684990674e-01,-2.535742521e-01,-3.590207100e-01,-2.216760218e-01,-1.597674340e-01,-4.814614654e-01,-6.454910181e-05,1.807067394e-01,-1.804511412e-04,-2.278271317e-01,-3.128558993e-01,8.746393770e-02,-1.090367296e-04,-1.611981243e-01,5.538632274e-01,3.715272546e-01,-2.000157386e-01,-3.133253753e-01,-1.309326142e-01,1.902670115e-01,-6.174324155e-01,1.626446396e-01,-1.597390292e-05,-1.644341052e-01,1.116885906e-04,-2.520489097e-01,-1.746094823e-01,-3.228148818e-01,1.246536121e-04,-1.884860396e-01,-4.561800063e-01,6.722255051e-02,-1.730560958e-01,-2.190208286e-01,-2.016120255e-01,1.987728924e-01,3.117119372e-01,5.081967711e-01,-6.162130012e-05,5.691937804e-01,-4.948607602e-05,-6.612993777e-02,7.176026236e-03,-1.275535375e-01,-1.307999046e-04,1.161983237e-01,1.816349030e-01,1.073433384e-01,-4.304705933e-02,-1.920955926e-01,3.114831746e-01,-1.682566851e-02,-5.901363492e-01,-4.121413529e-01,-4.279322093e-05,-5.230342150e-01,-1.297081908e-04,-2.506103553e-02,-2.764402330e-01,-3.467188478e-01,-3.176400787e-05,-3.185314834e-01,5.354294926e-02,-6.187696457e-01,3.539100662e-02,5.554422140e-01,-3.052760661e-01,-5.369214416e-01,1.027438194e-01,-2.686159611e-01,-9.786704322e-05,-2.946226597e-01,-1.707053016e-04,-1.711841375e-01,4.815921560e-02,2.395659089e-01,-2.418269578e-04,-1.615092903e-01,5.286936834e-02,2.663978338e-01,-8.906757832e-02,-4.205251634e-01,-7.193717360e-02,1.667170674e-01,-8.370852470e-02,-8.600991219e-02,3.432157609e-05,-8.388520777e-02,-1.751685777e-04,-2.755466402e-01,-3.508168757e-01,-1.073868498e-01,-2.142749508e-05,-1.685419977e-01,1.902793418e-03,-1.451999843e-01,3.689142689e-02,6.370646358e-01,1.170377359e-01,-1.024913862e-01,9.537528455e-02,9.956892133e-01,-1.532696333e-04,-5.187594295e-01,-6.142238271e-05,3.426228836e-02,4.502035081e-01,2.010809928e-01,-2.195616980e-04,7.342077047e-02,-4.500263631e-01,-2.247909755e-01,8.577114344e-02,-4.253746271e-01,-1.226466820e-01,-6.224188209e-02,-3.447656929e-01,-6.140051484e-01,-9.962641343e-05,9.331043959e-01,-1.674048253e-04,-2.527333200e-01,-6.294391155e-01,-4.151865244e-01,5.351642176e-05,-2.120407373e-01,-1.860686541e-01,-1.645043045e-01,-8.306204528e-02,-2.129006386e-01,-3.198413849e-01,1.234200299e-01,-5.011877045e-02,-2.236023247e-01,-1.233585353e-04,-3.818525672e-01,-1.588856830e-04,-1.485302746e-01,-3.736864626e-01,8.694341034e-02,-2.699771903e-05,-1.490728706e-01,4.659703970e-01,3.566707373e-01,-3.093182445e-01,-2.751072347e-01,5.821785331e-02,-1.469204873e-01,4.022822902e-02,-4.167386293e-01,-9.083119949e-05,-3.649417162e-01,-9.250282892e-05,-1.710743904e-01,-1.899836026e-02,-2.148007900e-01,1.010581691e-04,-2.444079071e-01,-2.372027338e-01,-1.201289371e-01,-2.635220289e-01,4.328095615e-01,-1.626846939e-01,-3.790593743e-01,-6.013017893e-01,1.030539498e-01,-7.472887955e-05,1.417905688e-01,-2.573760867e-04,8.977308869e-02,3.492668867e-01,-1.805675775e-01,4.217203241e-05,-3.856525943e-02,7.863845676e-02,2.253638059e-01,-5.759151652e-02,7.388765365e-02,-2.445070297e-01,-3.135552630e-02,7.898563147e-01,-1.220921516e+00,-8.907438314e-05,-9.034295678e-01,-7.949201245e-05,-2.346604764e-01,-5.659585595e-01,1.142223366e-02,-1.804927597e-04,-9.346739203e-02,7.596243173e-02,-4.746167064e-01,1.311156899e-01,-7.728842497e-01,8.507968485e-02,-1.890173405e-01,-4.503614828e-02,1.024359465e+00,-4.580752648e-05,1.854404062e-01,-5.916188820e-05,-2.313701361e-01,-4.645180702e-01,-5.530901253e-02,-2.534364758e-04,-1.770477444e-01,-8.555027097e-02,1.916474998e-01,-7.962296903e-02,-9.720177390e-03,5.477630347e-02,4.114096761e-01,-4.026342034e-01,-1.650006175e-01,-9.622188372e-05,2.440375686e-01,3.480657688e-05,-1.615659148e-01,1.094354391e-01,-1.174789071e-01,7.440917216e-06,-2.232629061e-01,-5.671418905e-01,1.520274431e-01,3.544152975e-01,-4.559096992e-01,-1.291894019e-01,7.065819204e-02,4.090076387e-01,-8.714042902e-01,-1.366188953e-04,2.659129202e-01,-1.285698818e-04,-8.422685415e-02,3.487548828e-01,-7.265834510e-02,-6.249279977e-05,1.062395573e-01,1.089790538e-01,-2.609307766e-01,-6.389871240e-01,-2.732789516e-01,6.037195325e-01,-2.652964592e-01,-6.785618663e-01,-6.872226000e-01,-7.797448052e-05,-5.296291113e-01,-2.866587056e-05,8.307254314e-02,-9.596585035e-01,-2.916414440e-01,-1.302429882e-04,-1.164477766e-01,-2.793681920e-01,-3.321729898e-01,1.283380538e-01,1.603973061e-01,-3.382913172e-01,-2.195423245e-01,2.587158978e-01,1.160399556e+00,-1.017441609e-04,-1.052682623e-01,-2.088236070e-04,-3.466018438e-01,-4.104425311e-01,1.804895103e-01,-7.376613212e-05,-3.304491043e-01,5.693507791e-01,2.632312477e-01,-1.132763773e-01,2.924123704e-01,-4.034237862e-01,2.262444198e-01,-2.482127100e-01,1.400375813e-01,-7.437172462e-05,3.686093166e-02,-2.573398342e-05,-1.903497726e-01,4.495024383e-01,-1.581543833e-01,1.043715602e-04,-1.917857081e-01,1.975142807e-01,1.419175267e-01,-4.387308955e-01,4.496850967e-01,8.696568757e-02,-2.845704556e-01,-1.609076858e-01,-4.517955184e-01,-1.550331654e-04,-5.489200950e-01,-1.082891176e-04,-1.378021985e-01,-6.986682415e-01,1.080887988e-01,-1.676562388e-04,1.814761013e-01,1.844358295e-01,-2.652406227e-03,3.036629856e-01,-1.957662106e-01,-4.360122085e-01,-1.549353302e-01,2.814270929e-02,-3.205132782e-01,9.390167293e-07,7.122611403e-01,-2.195387060e-04,-1.169306710e-01,2.036471367e+00,-4.484048784e-01,-7.540891966e-05,-1.845207810e-01,-6.780668497e-01,-5.589721203e-01,2.336419523e-01,-3.654951453e-01,3.998737335e-01,9.107300043e-01,1.522422582e-01,1.161899939e-01,-5.899375901e-05,-8.717242628e-02,-1.593600755e-04,-1.734437495e-01,-1.083933473e+00,1.131111830e-01,-8.349197014e-05,-3.141792417e-01,1.280247122e-01,2.420443594e-01,-3.681468368e-01,-1.645000428e-01,-3.180678785e-01,-6.595152617e-01,-2.785337567e-01,3.977349699e-01,3.645440665e-05,-4.084633589e-01,-3.044682308e-05,-1.098167151e-01,-8.257732391e-01,-1.147656739e-01,-1.114759361e-04,-2.149542868e-01,1.959318817e-01,1.260630935e-01,9.613115340e-02,-6.701291203e-01,4.170731306e-01,-1.232271552e+00,-1.347058117e-01,2.242863476e-01,-5.769227573e-05,2.860469520e-01,-9.070707165e-05,4.019401371e-01,4.202281833e-01,-1.242754906e-01,-9.038630196e-06,-1.805267632e-01,-1.137216315e-01,-6.164014935e-01,-3.990586400e-01,1.203825846e-01,-5.743930936e-01,7.891798764e-02,1.915821731e-01,-1.839871854e-01,-9.623291407e-05,-4.070316255e-01,-1.083761817e-04,-1.013137177e-01,-1.758547306e+00,-1.518669128e-01,-3.178368570e-05,-1.460045874e-01,-1.957065910e-01,-3.155533969e-01,3.233400583e-01,6.301108599e-01,-8.915828913e-02,-2.234745473e-01,8.824892342e-02,-6.748944521e-02,-9.436266555e-05,3.297887370e-02,-2.259945031e-04,-8.851279020e-01,4.513792992e-01,-2.929216623e-02,-1.325047924e-04,-9.035735577e-02,-5.488017201e-02,6.282255054e-01,-2.898844481e-01,-3.566397429e-01,-2.091590501e-02,1.188568234e+00,-4.041973352e-01,-2.312579304e-01,-2.715650680e-06,-2.442213446e-01,1.590457214e-05,4.653926194e-02,3.149076700e-01,-3.655160964e-02,7.817133883e-05,-1.154605001e-01,-3.137351945e-02,2.819096670e-02,1.155524403e-01,9.422627091e-01,-4.508589506e-01,-2.338765413e-01,-1.930982023e-01,2.489090562e-01,-1.281005680e-04,-1.034624316e-02,-3.026720660e-04,-1.107165575e+00,5.434404016e-01,-2.424401641e-01,-1.065177858e-04,2.894309163e-01,7.089535147e-02,-2.772595584e-01,-1.708556712e-01,-2.717092335e-01,6.627095938e-01,7.374588847e-01,-3.522118926e-02,-3.921629786e-01,-1.896690083e-04,-4.150900245e-01,-1.075543914e-04,4.297287762e-01,-1.262316346e+00,-2.597537339e-01,6.138570825e-06,-2.851951122e-01,-5.817013979e-01,1.948421448e-01,-8.377718925e-02,-4.699901938e-01,-4.445813596e-01,-5.605769157e-01,2.901621461e-01,5.631921347e-03,-1.513464085e-04,2.630828321e-01,-5.954689550e-05,7.043628097e-01,-2.209327519e-01,2.007431388e-01,-7.603289851e-05,-4.878776371e-01,3.740833998e-01,-1.234281063e-01,-1.303693652e-01,-4.767566323e-01,-3.458407149e-02,-1.310743839e-01,-3.212063015e-01,-1.207614467e-01,-3.070368984e-05,-1.698654890e-01,-5.570875874e-05,-5.649533868e-01,3.677083850e-01,-4.065979272e-02,-4.342041211e-05,-4.874754325e-02,1.363738626e-01,-4.198910892e-01,-2.487412095e-01,-1.742714494e-01,-1.398095787e-01,1.761869341e-01,-1.511122882e-01,1.861292720e-01,-1.373623527e-04,1.360142231e-01,-1.841219637e-04,1.040362597e+00,-6.766043305e-01,-2.913261652e-01,-1.352908730e-04,-4.067038894e-01,-1.576086879e-01,-3.502381146e-01,9.665174410e-03,3.148339391e-01,-3.546268642e-01,-2.400245667e-01,8.554677479e-03,-4.786973000e-01,-9.269520524e-05,-1.985059083e-01,-1.886969985e-04,-5.735606551e-01,1.784244895e+00,-2.421700209e-01,-1.083234092e-04,-1.625355147e-02,-6.776000559e-02,-6.566609740e-01,2.279003412e-01,-4.630295336e-01,5.226021409e-01,-2.001748607e-02,2.551999092e-01,1.282927990e-01,-1.340203307e-04,3.940367140e-03,-1.871303539e-04,-2.002886832e-01,-9.374022484e-01,3.814140856e-01,-1.334747503e-04,4.434158802e-01,-7.925040275e-02,1.248913884e+00,-2.584937811e-01,4.641920701e-02,-2.952536345e-01,-1.042952612e-01,-3.719412684e-01,-9.421169013e-02,-4.759131116e-05,-2.737160623e-01,-7.168149750e-05,-8.043407798e-01,-7.421894670e-01,-1.900965571e-01,-4.248091727e-07,-5.527158380e-01,4.801843315e-03,6.038330793e-01,-3.610726893e-01,2.437944114e-01,3.144948557e-02,4.392944276e-01,-1.235246211e-01,1.850427538e-01,-1.174198842e-04,-2.891855501e-02,-2.652150288e-04,-3.007017970e-01,4.433492720e-01,-4.019083381e-01,5.006091669e-05,7.261581421e-01,8.907953650e-02,-4.138603210e-01,-5.016067252e-02,-8.606514335e-02,-3.443746567e-01,5.758447573e-02,-8.013936132e-02,-3.341816962e-01,-1.925470424e-04,-3.186365217e-02,-1.342893811e-04,9.619206190e-01,-1.214052796e+00,-2.196791470e-01,-1.119760709e-04,-8.536850810e-01,-4.338133931e-01,-7.067382932e-01,5.263487697e-01,1.317820400e-01,3.043845594e-01,-4.327467084e-01,2.827401459e-01,-1.468432788e-02,-1.407264645e-04,-2.767603695e-01,-1.608436287e-04,-5.823095441e-01,6.166589260e-01,6.237676144e-01,-1.887628459e-04,1.102660298e-01,1.719131917e-01,3.390423954e-01,-3.846759498e-01,-5.652841330e-01,-2.586379647e-01,-2.523732185e-01,-3.381771445e-01,-9.484566003e-02,-1.082881136e-05,5.437541753e-03,2.276679734e-04,-6.168357134e-01,-4.178969562e-01,-3.444004059e-01,-7.569973241e-05,-5.151155591e-01,1.009574607e-01,2.818663418e-01,-5.883188918e-02,-7.613348216e-02,5.496951342e-01,4.950345159e-01,-1.102538183e-01,4.580586851e-01,-5.730964040e-05,-2.072679549e-01,-1.560281235e-04,-3.287629187e-01,3.282297850e-01,-4.107332826e-01,-4.393486961e-05,5.332867503e-01,-7.640986890e-02,-1.300856769e-01,-1.889736950e-01,-1.040453790e-03,-1.038741618e-01,-1.527754068e-01,1.571239084e-01,-4.856966436e-01,-5.425650670e-05,-8.727873862e-02,-2.173876128e-04,-7.602831125e-01,-6.977521181e-01,-2.584027052e-01,-8.849929873e-05,-5.343884230e-01,-8.576994389e-02,-3.027594984e-01,6.209062934e-01,1.524988860e-01,-4.163861871e-01,-3.441266418e-01,3.303875923e-01,-2.221453935e-01,-1.641458075e-04,-1.243450586e-02,-1.801855396e-04,8.824098706e-01,-1.872141287e-02,7.342687845e-01,-1.107830103e-04,-3.727844656e-01,-1.068213582e-01,-2.661122195e-02,-6.426418424e-01,-3.513386846e-01,-2.965461612e-01,-1.864471734e-01,-6.364815235e-01,-8.443268016e-03,-5.479829633e-05,-2.530181035e-02,-3.483559340e-05,-3.313932121e-01,-1.836552918e-01,-4.070307314e-01,-1.512691779e-05,-1.586385071e-01,3.202035427e-01,-3.625506163e-01,1.007602736e-02,3.055834472e-01,-2.051231414e-01,2.891408801e-01,6.561185420e-02,3.997086287e-01,-1.848794927e-04,-8.613576740e-02,-7.028297114e-05,1.241481781e+00,-5.796090886e-02,-3.873634934e-01,-1.048239646e-04,-4.332033992e-01,-1.547183394e-01,3.727194965e-01,-3.535822928e-01,-1.789676100e-01,2.240064442e-01,1.291982085e-01,2.150461525e-01,-2.938013375e-01,-1.394617866e-04,-2.580118179e-01,-5.108518963e-05,-8.684232831e-01,-6.551393270e-01,-2.091377079e-01,-5.544254236e-05,1.109546185e+00,-5.538789630e-01,-1.060830429e-01,6.051539183e-01,-2.618884854e-02,-2.683608830e-01,-5.978867412e-01,2.882076800e-02,-1.137891635e-01,-1.071390725e-04,6.887773424e-02,-1.784779743e-04,-7.422533352e-03,1.856040806e-01,8.263491392e-01,-1.973310718e-04,-6.142575145e-01,2.203206122e-01,-8.165493608e-02,-5.314049721e-01,-3.767863512e-01,-1.795503311e-02,-8.697653189e-03,-5.686009526e-01,-2.506532073e-01,-2.323338049e-05,-5.684119835e-02,-1.861764322e-04,-9.037666917e-01,-4.448544234e-02,-5.719723701e-01,-2.585103857e-06,-5.945968628e-01,4.212242067e-01,-2.913889103e-02,-2.111984193e-01,-1.825433224e-01,3.088414669e-02,1.740767658e-01,-3.602816761e-01,3.269138336e-01,-1.332879474e-04,-8.774304390e-01,-1.707774209e-04,-5.522600412e-01,2.436096668e-01,-3.520984352e-01,-1.008824620e-04,1.277223229e-01,-2.679729462e-01,-5.383942649e-02,4.493540227e-01,2.825942934e-01,4.025245830e-02,1.131586879e-01,2.221396938e-02,-4.862971306e-01,-5.083551878e-05,2.331482619e-01,-1.218448160e-04,8.868780732e-01,-5.717825294e-01,-4.195204973e-01,-4.950740185e-05,-1.016055703e+00,-2.249656618e-01,-3.645682335e-01,2.717440128e-01,1.495899260e-01,-3.072478995e-02,-3.428359926e-01,9.924908727e-02,1.122917980e-01,-1.902157528e-04,2.913599908e-01,-1.918631606e-04,-6.795749068e-01,1.468926817e-01,9.558370113e-01,-2.221223549e-04,5.121833682e-01,-9.645175189e-02,2.698380649e-01,-7.795470953e-01,-5.256549120e-01,-3.076226711e-01,-1.326622367e-01,-2.041063271e-02,-2.114050239e-01,-8.334362792e-05,2.071403898e-02,-4.937605991e-05,-1.928651929e-01,-3.905465901e-01,-5.263596773e-01,-3.115433628e-06,-1.561482996e-01,3.231023848e-01,6.517769396e-02,-1.492034048e-01,-3.977211937e-02,-1.955704838e-01,1.514035370e-02,1.691891253e-01,2.337344140e-01,-1.396072912e-04,-4.228270613e-03,-1.265778992e-04,-3.439668417e-01,1.236683950e-01,-1.367079318e-01,-2.230496902e-04,7.875638008e-01,-3.098540008e-01,-9.739383310e-02,6.321109533e-01,1.138193011e-01,1.361743268e-02,1.589360535e-01,-8.297528625e-01,-2.840087712e-01,-3.065776764e-05,5.234614387e-02,-1.924655662e-04,-3.257063925e-01,-3.868807852e-01,-3.594895005e-01,-1.742810709e-04,-8.884088397e-01,-4.930619895e-01,-7.260021754e-03,-1.601139456e-01,9.075067192e-02,-4.710287228e-02,-3.479788601e-01,6.003111601e-01,-1.315353811e-01,-1.240812562e-04,1.673025936e-01,-2.464275167e-04,2.299427986e-01,-5.752865598e-02,7.358913422e-01,-2.122763981e-04,-1.611107439e-01,3.118562400e-01,-1.379577816e-01,-5.923995972e-01,-4.409070611e-01,-3.823601082e-02,-1.426417474e-02,-1.986840665e-01,-7.663567364e-02,-3.174304948e-05,-5.477340221e-01,-2.858609696e-05,-9.813226759e-02,-2.511903048e-01,-5.815920234e-01,-1.672671715e-06,-2.703558803e-01,9.710090160e-01,1.035196036e-01,-1.411735713e-01,-9.300459176e-02,1.976822466e-01,2.171981484e-01,-6.796098351e-01,1.565071195e-01,-3.543797720e-05,1.086224392e-01,-1.590768516e-04,-5.926008895e-02,1.010177005e-02,-1.122310981e-01,-3.536702934e-05,-7.839236259e-01,-8.389208913e-01,-7.303336263e-02,5.106024742e-01,-6.409526616e-02,-1.724633723e-01,1.246580333e-01,1.203821450e-01,-3.159464300e-01,-1.044429519e-04,6.421610713e-02,-1.041145078e-04,-3.433427811e-01,-2.238149792e-01,2.246780396e-01,-1.235916861e-04,1.409521818e+00,-1.495183110e-01,-3.240000606e-01,-2.109172344e-01,2.986769192e-02,-5.739699304e-02,-3.317314088e-01,4.391645491e-01,-4.752775654e-02,-5.462713671e-05,1.120357141e-01,-1.928759302e-04,3.430700453e-04,-8.332097530e-02,4.133193791e-01,-2.815527550e-04,-7.030851245e-01,-1.506076008e-01,1.159596741e-01,-4.281724095e-01,-1.488179266e-01,-2.350724190e-01,-1.983314008e-01,-1.390115470e-01,-5.151599646e-02,-1.572337897e-05,-6.169608235e-01,-4.697087570e-05,-1.357852370e-01,-2.748607993e-01,-8.676407933e-01,-2.019529529e-05,-4.551487565e-01,5.071491599e-01,7.541400194e-02,-2.095687389e-01,-4.785038903e-02,8.178525604e-03,2.757932842e-01,-6.640148908e-02,2.027708143e-01,-8.865709970e-05,3.561700881e-02,-1.633628272e-04,4.218733311e-02,9.225256741e-02,-1.673671156e-01,-2.219526941e-04,2.056889832e-01,1.665797979e-01,-4.243591726e-01,5.745769143e-01,-5.804677308e-02,8.195891231e-02,1.052254289e-01,2.676344812e-01,-1.671411842e-01,-7.387067308e-05,6.993195415e-01,-1.533353352e-04,-1.121917516e-01,-2.096069455e-01,6.572528929e-02,-2.519194095e-05,-6.882579327e-01,4.945869744e-01,3.119177930e-02,-4.135492444e-01,6.146012992e-02,8.686759323e-02,-9.028667957e-02,4.640523195e-01,-7.747721672e-02,-1.174869467e-04,-7.847810537e-02,-2.191058011e-04,-1.842458248e-01,-3.338446021e-01,-1.804205626e-01,-8.189485379e-05,1.776795834e-01,-1.336411953e+00,1.400846690e-01,-2.213386893e-01,-2.315076292e-01,-4.442804158e-01,-4.790490270e-01,-9.244522452e-01,-2.167239189e-01,5.949303159e-05,-9.886171818e-01,-1.360968017e-04,-2.836992145e-01,-1.207515746e-01,-6.006587669e-02,-1.058153612e-05,-2.274003178e-01 +thresholds = -6.726713777e-01,-7.107711434e-01,-1.078328133e+00,-1.104394197e+00,-1.068964243e+00,-7.528963089e-01,-1.036660552e+00,-1.033948421e+00,-1.370146987e-03,-1.328905463e+00,-1.985801617e-03,-2.151610613e+00,-2.287629128e+00,-1.368200421e+00,-1.404947951e-03,-2.129287004e+00 +weights1 = -3.490752354e-02,-2.359072119e-01,-4.590143263e-02,-3.048128076e-02,-2.537861168e-01,-5.517660454e-02,5.686637945e-03,-7.036671788e-02,-2.386623621e-02,-3.144467622e-02,-1.018044204e-01,-1.292279642e-02,-6.299407035e-02,1.393758878e-02,-3.046984598e-02,-1.906186789e-01,-2.632246315e-01,-1.612977497e-02,-2.301772870e-02,-8.245070577e-01,-5.519949645e-02,-1.773176491e-01,-6.167530082e-03,1.532124430e-01,-2.549545281e-02,-3.161709756e-02,-3.855149448e-01,-6.423272491e-01,-6.214652583e-02,1.612583548e-02,-2.901445031e-01,2.863507159e-02,-1.055774093e-02,-4.255268276e-01,1.009881347e-01,-1.831457019e-02,-7.638392970e-03,4.591098800e-02,1.614984870e-02,8.453395218e-02,6.907061487e-02,-1.256084349e-02,-8.868793957e-03,-1.344039384e-02,-1.000302192e-02,-1.096730083e-01,4.044137895e-02,5.423001200e-02,1.090551093e-01,-4.522897303e-02,6.491250824e-03,1.985299587e-02,1.558272447e-02,-9.967726469e-02,9.651076049e-02,2.696513832e-01,-3.187378123e-02,-6.926626712e-02,-1.212920062e-02,-8.107433468e-02,-3.734267130e-02,1.432657391e-01,-2.012446756e-03,5.993973091e-02,2.669437416e-02,-3.156276345e-01,3.111623973e-02,-4.950106144e-02,-1.621291339e-01,-6.988170743e-02,-1.177187357e-02,2.118130215e-02,4.994801711e-03,-5.057524890e-02,2.625606768e-02,1.420617010e-02,-1.208841726e-01,-4.840115830e-02,2.949933149e-02,-1.155648679e-01,-7.180372626e-02,-6.012594700e-02,8.979152888e-02,-4.727053940e-01,6.380868703e-02,-1.081829369e-01,2.312285081e-02,1.163403764e-01,-6.242307648e-02,5.212203786e-02,-2.082321495e-01,-3.990542293e-01,6.713520270e-03,2.547331341e-02,-2.235848606e-01,-4.341351613e-02,7.976931520e-03,-4.945399761e-01,-1.753074676e-02,-7.644319534e-02,-4.739032313e-02,4.109589756e-02,5.174320191e-02,3.123853588e-03,-2.216843329e-02,1.036246493e-01,-5.925326049e-02,-1.970526949e-02,-2.922240458e-02,-8.502362296e-03,-1.999288984e-02,-3.114204109e-02,-3.650765494e-02,-1.527052466e-02,-9.461213648e-02,-1.920691878e-01,-8.401916362e-03,-1.722787768e-01,-6.728132814e-02,2.840559483e-01,1.701962203e-02,8.658244461e-02,-7.730589062e-02,-1.862338483e-01,5.422214046e-03,1.258913130e-01,-6.727550179e-02,-5.612815544e-02,6.080475822e-02,3.599296808e-01,-4.504793789e-03,5.065155681e-03,-5.487194657e-02,4.459907487e-02,1.255581714e-02,7.849689573e-03,-1.688772463e-03,3.279910982e-02,-5.879860371e-02,2.609968185e-02,-2.276694216e-02,1.838881522e-02,7.941107266e-03,-4.719041660e-02,-5.977496039e-03,1.017839927e-02,8.014442027e-02,1.379430294e-01,3.087150492e-02,6.064028665e-02,2.458705008e-02,-3.988768756e-01,-3.263743827e-03,-4.494846985e-02,7.273812592e-02,1.652704626e-01,-1.883879304e-02,-2.198227197e-01,-8.930297941e-02,-4.867543466e-04,7.532171160e-02,1.751390249e-01,4.462555051e-02,1.651192829e-02,1.280661952e-02,-1.789993420e-02,9.909029305e-02,3.908246383e-02,-2.325773984e-02,-3.278916329e-02,-5.735207815e-03,-9.018536657e-02,-5.205024965e-03,2.905023051e-03,7.025838830e-03,-8.790525794e-02,1.257696375e-02,1.111543775e-01,-1.068994403e-01,5.169949029e-03,4.807697609e-02,8.939286321e-02,-1.756292768e-02,-1.998190433e-01,1.124956738e-02,-1.302254945e-01,-5.572712980e-03,7.913842797e-03,-5.963551253e-02,-1.556344926e-01,6.566640735e-02,-3.808608279e-03,-4.031811655e-02,3.049891889e-01,-5.670194328e-02,6.425214559e-02,6.489317864e-02,-2.382200211e-02,-5.403915793e-02,-1.825587451e-02,1.709112711e-02,6.251004338e-02,-3.887346387e-02,-8.888026350e-04,8.850467950e-02,-4.647724703e-02,-5.098026991e-02,5.335238762e-03,1.653608494e-02,5.416490138e-02,-1.532650366e-02,2.007097453e-01,-1.194191631e-02,1.874770671e-01,-7.978268713e-02,8.440162055e-03,-5.280224234e-02,-3.188428283e-01,1.341630369e-01,3.328736424e-01,-1.383025572e-02,6.438101083e-02,5.017865822e-02,-5.565756559e-02,3.232284263e-02,2.790330648e-01,4.069208354e-02,-1.926388219e-02,6.885339320e-02,-3.342899308e-02,5.442975834e-02,-6.917253882e-02,2.711486816e-02,5.955556408e-02,4.463740438e-02,1.287055761e-02,4.828736559e-02,1.008256990e-02,-2.110232366e-03,3.340706602e-02,2.651323564e-02,-6.254010648e-02,-1.188511327e-01,3.436618671e-02,-7.183636725e-02,1.159852371e-01,2.374460455e-03,-9.894215316e-02,3.121828102e-02,1.997766271e-02,7.281044126e-02,1.541581154e-01,4.279974476e-02,-2.870020270e-02,7.198365033e-02,-1.783872489e-03,4.321733955e-03,4.139065444e-01,-5.129865929e-02,9.993595071e-03,1.533893310e-02,-4.406932741e-02,-2.530884929e-02,-4.764444381e-02,5.695553124e-02,-7.375435531e-02,-3.212242573e-02,-1.593380608e-02,-3.196970746e-02,-1.812591217e-02,3.906159475e-02,-1.071758196e-02,3.082201630e-02,7.195651531e-02,1.143810339e-02,3.247636184e-02,-1.401260216e-02,1.618550718e-01,-8.398699760e-02,-4.812661931e-02,-7.335501723e-03,-1.649710685e-01,1.683718115e-01,4.930123389e-01,7.355797291e-02,1.545818709e-02,5.181398615e-02,-4.476790503e-02,3.174503520e-02,7.554581016e-02,7.179974345e-04,-7.658965886e-03,-3.324632125e-04,-1.233095536e-03,8.287101984e-03,-8.644391596e-02,-1.339536160e-02,9.320531040e-02,-3.304585814e-02,2.127462253e-02,-3.895084560e-02,1.554744900e-03,8.884315030e-04,8.281589486e-03,9.145446238e-04,4.903550074e-02,-1.878941804e-02,-1.388892997e-02,2.535409667e-02,8.886930346e-02,6.882724166e-02,2.147573046e-02,-1.400983054e-02,-3.776713274e-03,-6.105336919e-02,6.120112166e-02,-2.545940690e-02,3.540202230e-02,5.970349535e-02,-2.162207663e-02,-5.685716867e-02,-2.506507635e-01,-2.356241085e-02,-4.542421550e-02,-1.759941280e-01,-1.288387645e-02,2.046197467e-02,-2.516978420e-03,-8.748247474e-02,-1.043095663e-01,-4.462321848e-02,-5.423757061e-02,-5.771263689e-02,2.294582687e-02,-1.569977030e-02,-1.685292274e-01,-2.174088657e-01,-6.950196344e-03,-6.693254411e-02,-5.259374976e-01,-4.512109235e-02,-1.936751306e-01,-4.283446074e-02,9.482765198e-02,-7.282871753e-02,7.561224699e-02,-4.323360920e-01,-5.264968872e-01,4.128543660e-02,-1.928414777e-02,-2.716663480e-01,-1.868196577e-02,3.539761156e-02,-7.442315817e-01,-3.827504069e-02,3.312285244e-02,-1.467280090e-01,-3.882060526e-03,-4.332760349e-02,-2.007550746e-02,-2.634545788e-02,-8.594911546e-02,1.356539689e-02,-6.031461433e-02,-1.360659208e-02,-2.027938701e-02,-3.039600700e-02,-2.749824151e-02,-6.809640676e-03,-7.389011793e-03,-3.550916910e-02,-1.565561295e-01,-5.606748164e-02,-1.473398656e-01,-6.799177080e-02,3.867154419e-01,-1.299387068e-01,2.343035042e-01,1.152638812e-02,-2.497630268e-01,2.606115863e-02,1.748602688e-01,-7.482162118e-02,-3.571687639e-02,-1.046661381e-02,3.424116373e-01,-1.677200943e-02,6.474612746e-03,6.724031270e-02,2.307882532e-02,-1.549035963e-02,-3.836477548e-02,-1.927526481e-02,5.809791759e-02,6.134819612e-02,-3.012300655e-02,-1.138864160e-01,3.256049380e-02,3.979782015e-02,-1.789838192e-03,-1.021474153e-01,8.953124285e-03,-5.544874351e-03,-4.730463400e-02,-1.041146889e-01,1.491759568e-01,4.134614766e-02,-3.857121766e-01,-3.373921290e-02,1.862920076e-02,-3.356489912e-02,4.091768265e-01,-3.240520880e-02,-1.903036237e-01,6.426148117e-02,-1.016702801e-01,5.953146517e-02,1.220213994e-01,-2.954085357e-02,2.546357736e-02,3.317012684e-03,3.324741125e-02,-1.299964357e-02,-2.513091313e-03,3.131033480e-02,-1.156459935e-02,1.750124060e-02,4.288152605e-02,-4.908001050e-02,3.164144978e-02,3.530212492e-02,-2.366398089e-02,-8.485745639e-02,3.639890254e-02,1.939520799e-02,-2.232632190e-01,3.673623875e-02,-5.049889162e-02,5.150038376e-02,-1.607248783e-01,6.789749116e-02,-1.663228571e-01,-1.176928952e-01,-2.040902674e-01,-5.654728785e-02,-4.795698449e-02,-1.075556800e-01,-4.700354114e-02,4.112832993e-02,-2.899390161e-01,2.547923103e-02,-1.364997309e-02,-2.322239131e-01,-5.955459550e-03,-2.898241207e-02,2.918105386e-02,5.733361840e-02,3.371299803e-02,-7.744194474e-03,2.813950926e-02,-2.773659304e-02,-3.809810430e-02,-5.250193551e-02,-1.775242835e-01,-9.591166675e-02,-3.678171337e-02,-9.547013789e-02,-8.715814948e-01,7.072073221e-02,-2.387431711e-01,-9.345568717e-02,7.538013905e-02,-7.497193664e-02,-2.570073679e-02,-3.308682740e-01,-5.481734872e-01,-3.242016956e-02,-3.205790371e-02,-2.774776220e-01,-3.188233078e-02,-1.439611707e-02,-5.860460997e-01,1.619045250e-02,-4.001643881e-02,-1.197874472e-01,-5.047823116e-02,-3.752889857e-02,6.823103875e-03,1.103127724e-03,6.168871000e-02,-5.656490847e-02,2.379525080e-02,-6.765415519e-02,3.637331724e-02,-2.545454167e-02,-7.357223332e-02,-9.530598670e-02,4.471656680e-02,8.819616586e-02,-5.989447981e-02,-4.634729587e-03,-4.184966162e-02,-4.512340948e-02,1.329050511e-01,-3.775763512e-02,-4.143459722e-02,-9.310332686e-02,-2.455771565e-01,-1.065312512e-02,1.682374626e-02,4.161385819e-02,7.587669790e-02,1.060301065e-02,-4.279903322e-02,5.041207001e-02,4.049537331e-02,-5.648568273e-02,-3.504342213e-02,5.401193723e-02,1.589059457e-02,-5.198630970e-03,-5.167140439e-02,-8.258298784e-02,1.858667843e-02,1.802146435e-02,-7.765428163e-03,-5.174101144e-02,2.848481573e-02,2.690551803e-02,-1.445220504e-02,5.980589986e-02,2.334950678e-02,5.023753643e-02,5.433573574e-02,1.253692526e-02,-4.831746221e-02,2.233618870e-02,3.580327332e-02,-9.653617628e-03,-9.529544041e-03,-2.426405065e-02,1.477696840e-02,-4.157046974e-02,-6.686816365e-02,3.820428625e-02,-3.191301599e-02,1.887473278e-02,-1.790143549e-02,-2.720483020e-02,-8.619097993e-03,-8.201672137e-02,-1.825699396e-02,-6.095134839e-02,1.300093252e-02,-1.668342203e-02,2.257380448e-02,4.235586897e-02,-4.533527792e-02,3.382394090e-02,7.567356527e-02,1.442402508e-02,-4.193924740e-02,-1.013031416e-02,2.376559004e-02,-9.651809931e-03,1.881324872e-02,2.737621590e-02,4.178379849e-02,-3.554294631e-02,-2.294242382e-02,-4.449764732e-03,-4.400991648e-02,2.642793767e-02,1.582456753e-02,-3.907121345e-02,-2.589150518e-02,-5.619759485e-02,3.581965864e-01,-4.229667783e-02,1.918238774e-02,3.547742590e-02,1.634052768e-02,9.692640044e-03,-2.067086101e-02,-1.707226038e-02,-1.983185299e-02,1.901711337e-02,-5.382183567e-02,1.286890730e-02,-6.654272974e-02,3.122498468e-02,1.234648004e-01,5.234733596e-02,6.516072899e-03,1.297052018e-02,4.639350772e-01,2.973186783e-02,1.486492008e-01,9.288905561e-02,-1.653759181e-01,1.966181584e-02,1.004890259e-02,1.395109445e-01,5.350169539e-01,2.403294854e-02,-7.705993205e-02,2.985747457e-01,5.927117169e-02,-7.878803648e-03,7.233752310e-02,6.239811890e-03,-6.933564693e-02,1.540109050e-02,3.501554206e-02,1.319292933e-02,-6.952454802e-03,1.370136440e-02,8.260925114e-02,-3.393093357e-03,-6.045064330e-02,-1.559860818e-02,-1.500189188e-03,-1.550551597e-02,-9.221925586e-02,1.604332589e-02,-3.848367557e-02,-5.618951097e-02,-4.349443316e-02,7.249737531e-02,4.846076295e-02,-7.695829961e-03,-3.054508474e-03,9.317769110e-02,-3.604808357e-03,1.177488454e-02,4.384880513e-02,-3.783746064e-02,-6.007152796e-02,1.467562094e-02,6.271670107e-03,-1.701947860e-02,-1.630347036e-02,-4.143053293e-02,1.105799899e-02,-1.913718134e-02,4.846666474e-03,1.054201089e-02,2.630717680e-02,-4.476310313e-02,5.271024629e-02,6.007703952e-03,2.766790427e-02,3.593198955e-02,-5.555485189e-02,-4.084521439e-03,3.349850699e-02,4.471676890e-03,2.053823136e-02,-1.915454399e-03,-8.497195691e-02,1.509138290e-02,1.697203517e-02,4.403465241e-02,-4.512448236e-02,-3.217124939e-02,1.037436770e-03,-7.044803351e-02,3.376430133e-03,-2.531649172e-02,-5.960719287e-02,1.397097670e-02,-4.109984636e-02,3.058856912e-02,1.898873970e-02,1.001882032e-01,-3.260145709e-02,-7.379857451e-02,-7.139551640e-02,-1.191965267e-01,-3.552266583e-02,2.752193809e-02,-2.479623817e-02,1.940927468e-02,2.497570589e-02,-8.692932315e-03,7.786156237e-02,1.226048265e-02,5.197130144e-02,-1.091923788e-01,8.385927230e-02,4.389380664e-02,2.890121192e-02,-7.081675529e-02,3.528951900e-03,9.357634000e-03,8.567160112e-04,-3.329473082e-03,2.941692062e-02,-3.142024949e-02,-3.865450388e-03,-8.418665826e-02,-1.210193709e-02,-9.946910292e-02,5.572485970e-04,-6.606504321e-02,5.273245573e-01,3.865026683e-02,5.756758153e-02,1.567745358e-01,5.025941133e-02,-2.740413509e-02,-1.973365201e-03,-6.921491772e-02,-2.873188118e-03,-5.776103586e-02,-1.110609248e-01,3.977607563e-02,4.225933552e-02,2.476355620e-02,2.352379858e-01,2.111890912e-01,-4.787624255e-02,-1.416984573e-02,6.269058585e-01,8.147709072e-03,2.391242385e-01,-5.437577888e-02,8.710995317e-04,2.613556199e-02,-1.816893518e-01,2.607221901e-01,5.147760510e-01,-1.873906888e-02,1.161932573e-02,3.244545758e-01,-3.065414261e-03,-1.881137118e-02,2.093709707e-01,9.460398927e-03,3.410059726e-04,1.249821484e-01,-8.408919908e-03,2.674617991e-02,-8.531020023e-03,-1.701563015e-03,3.412906313e-03,-2.450233698e-02,-7.635422051e-03,1.678123325e-02,-4.953978211e-02,-4.977297410e-02,-1.175690442e-02,3.832620382e-02,1.058465615e-02,-5.147675052e-02,1.754554212e-01,4.657694697e-02,1.013257727e-01,2.432309790e-03,-3.603414074e-02,5.724734440e-02,-4.576054215e-02,1.049093083e-01,3.107836545e-01,-5.186728016e-02,4.289123416e-02,1.430521309e-01,-1.290679444e-02,-1.833194122e-02,4.329182506e-01,7.551496383e-03,3.340965137e-02,3.008430898e-01,-8.514837362e-03,-3.512063250e-02,-2.057692409e-02,-2.189287683e-03,-3.593063354e-02,8.870600164e-02,1.617135853e-02,8.695382625e-03,6.867390126e-03,-2.386160009e-02,1.602037698e-01,1.593035460e-01,-4.379120097e-02,-7.238831604e-04,7.191596627e-01,-4.594738409e-02,4.305934906e-01,-2.541372925e-02,1.108798534e-01,1.441826671e-01,-3.854340911e-01,3.839436471e-01,7.047036290e-01,-3.698534798e-03,1.409799885e-02,2.445185035e-01,-3.709684312e-02,-4.318533838e-02,2.726948261e-01,3.633372113e-02,4.500247538e-02,9.929751605e-02,-6.624012254e-03,-6.963575631e-02,6.615696102e-02,6.768137217e-02,-4.477228038e-03,2.591894194e-02,9.219046915e-04,-7.410072535e-02,-1.692654006e-02,2.690931596e-02,7.162047923e-02,4.703830462e-03,-6.467551738e-02,-1.866224222e-02,1.594308317e-01,4.047544207e-03,1.552591920e-01,5.464518070e-02,-7.957769930e-02,6.581991911e-04,-1.773458533e-02,1.397709548e-01,4.001874328e-01,-3.632401582e-03,9.373979643e-03,1.545272768e-01,1.927946694e-02,-2.869072929e-02,5.283477306e-01,-8.171693236e-02,-3.819600865e-02,2.556039253e-03,-9.186934680e-03,-7.073382381e-03,1.698786765e-02,-1.364415884e-02,-7.460780442e-03,-7.639047503e-02,5.308233202e-02,1.531542838e-02,-2.002779767e-02,-5.106404051e-02,-1.828934439e-02,1.637254655e-02,-1.824031956e-02,-5.161920190e-02,-4.617234766e-01,2.140546567e-04,-7.802452892e-02,3.553865477e-02,-5.483548641e-01,4.357746243e-02,-5.876837969e-01,-2.118070424e-01,-3.829916418e-01,-3.860484809e-02,-1.801315695e-01,-1.861551404e-01,-3.943923861e-02,-7.229500264e-02,1.344296499e-03,-8.194475621e-02,1.093298779e-03,-5.821166560e-02,7.721017301e-02,6.391196698e-02,1.296078227e-02,-8.773138747e-03,4.409886152e-02,1.421418972e-02,-1.351882331e-02,2.998408396e-03,5.773244426e-02,-2.334084362e-02,1.803849451e-02,-9.754192084e-02,6.136979535e-02,4.737105221e-02,-8.901522309e-02,1.518044062e-02,-3.205043031e-03,2.265468985e-02,-1.291970015e-01,-3.458470851e-02,-8.529658616e-02,-4.164251313e-02,-1.304552257e-01,-5.648658052e-02,-6.730957329e-02,-4.700800404e-02,-2.059550586e-10,6.165504456e-03,-7.188877091e-03,5.659209099e-03,-8.398510516e-02,-6.296409294e-03,2.011102438e-02,8.370253444e-02,-3.427543119e-02,3.769871313e-03,-7.354871929e-02,-4.142481461e-02,3.504433203e-03,-5.429599434e-02,7.157337386e-03,-2.968876064e-02,5.853784829e-02,-5.253927037e-02,1.835749298e-02,-2.679918706e-02,5.064702127e-03,-4.234597087e-02,5.250002723e-03,-3.193419054e-02,2.475418337e-02,4.534263909e-02,2.658518590e-02,-3.830640018e-02,-1.602729782e-02,1.550333574e-02,-1.751582325e-02,-2.506951429e-02,7.210719585e-02,-1.369787939e-02,2.825823054e-02,-5.656554922e-02,-5.853593815e-03,3.796214610e-02,-2.448785491e-02,1.767228357e-03,1.142099686e-02,-6.065685675e-02,-5.484928191e-02,3.923377395e-02,-1.076193806e-02,-2.032033633e-03,3.629271407e-03,-3.881020844e-02,-1.090198010e-02,-1.625133120e-02,8.249411476e-04,9.683398530e-03,-8.964510635e-03,-4.382002354e-02,6.605584919e-02,-5.681882426e-02,1.933493279e-02,3.373687342e-02,3.878602874e-04,1.863425039e-02,-7.707139850e-02,-5.983326212e-02,-3.665250540e-02,5.386037752e-02,-7.212941069e-03,1.355424430e-02,4.861659706e-01,7.062159479e-02,-4.197336733e-02,-2.443676582e-03,3.495870903e-02,-5.600313842e-02,-7.618968189e-02,5.509258714e-03,-4.885713011e-02,-5.697472766e-02,-8.482491248e-04,-4.616423696e-02,5.809991620e-03,-1.573547907e-02,9.712526202e-02,1.274900436e-01,-6.666257232e-02,-3.297716007e-02,5.120115876e-01,-6.848117709e-02,1.869160831e-01,-3.759571537e-02,1.212738827e-01,2.653802186e-02,-4.030511677e-01,1.765436083e-01,6.331670880e-01,2.730691805e-02,3.816222027e-02,2.800565660e-01,2.532386594e-02,6.196747348e-02,1.285967678e-01,-1.158569679e-01,2.326619253e-02,3.606614470e-02,-5.092604458e-02,-3.111172840e-02,-5.006942432e-03,-2.375344187e-02,-1.360354573e-02,-8.852925152e-02,7.799074054e-03,3.822638467e-02,-5.268360302e-02,2.506515570e-02,-2.783324569e-02,-3.479549661e-02,1.437414088e-03,-5.083715916e-02,2.334027179e-02,-6.350816041e-02,9.127182513e-02,3.980506957e-02,2.063081041e-02,6.653665751e-02,-2.510457672e-02,4.585767537e-02,8.253212273e-02,-5.227443948e-02,-1.426871982e-03,2.664143965e-02,4.213339835e-02 +biases1 = -4.697329714e-04,7.529836148e-02,-3.777663456e-03,-7.214438170e-02,-2.079919130e-01,-2.889901772e-02,-3.137999447e-03,9.781403060e-05,-4.425623920e-03,-2.016075514e-02,-1.573465706e-04,-3.355694562e-02,-1.176754013e-03,-2.020710707e-02,-4.731717054e-04,-2.573391497e-01,-2.336398065e-01,-3.035616130e-03,-6.480447482e-03,-1.285569787e+00,-2.540354989e-02,-1.784699559e-01,-1.593317278e-02,5.573124886e-01,-1.181908175e-01,1.027117014e+00,-6.402131915e-01,-9.862442613e-01,-9.482583031e-03,2.395975590e-01,-4.912760258e-01,-2.471331754e-06 +weights2 = 2.083190717e-03,3.069781065e-01,-8.539210830e-05,4.176590010e-04,1.108980388e-03,8.549021441e-04,4.472444925e-05,-1.911722211e-04,8.164246101e-04,-5.778963678e-03,-1.996132545e-03,1.046587131e-03,-2.400111953e-05,2.767582009e-05,6.158617907e-04,9.232683107e-03,3.016267205e-03,8.278444293e-04,-1.395236701e-03,5.033385754e-01,4.377638921e-03,2.084428519e-01,3.415674146e-04,-2.782478929e-01,-2.548632037e-04,-2.611203790e-01,9.597357363e-02,4.755121171e-01,7.098625065e-04,-6.202316657e-02,1.457891315e-01,2.217527282e-07 +biases2 = 8.366722614e-02 diff --git a/params/D00155.001.txt b/params/D00155.001.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf891377c65949a89ec788165b94d9344594e242 --- /dev/null +++ b/params/D00155.001.txt @@ -0,0 +1,12 @@ +# deepbind 0.1 +reverse_complement = 0 +num_detectors = 16 +detector_len = 16 +has_avg_pooling = 1 +num_hidden = 32 +detectors = -3.300022483e-01,5.148597807e-02,-6.823717058e-02,2.761168778e-01,5.683369003e-03,-7.734481245e-02,1.678938628e-03,-4.753056914e-02,3.237739578e-02,1.687941402e-01,-7.296804339e-02,-1.338559985e-01,-2.143696509e-02,9.244416840e-03,6.665229797e-03,1.971143112e-02,6.566058844e-02,-7.018119842e-02,8.279717527e-03,-4.105234444e-01,-9.477917850e-02,-7.645504177e-02,-1.142941415e-01,-5.608326197e-02,-8.217008412e-02,-2.935346961e-01,1.150490493e-01,6.246474013e-02,-1.438037604e-01,-3.203357384e-02,7.126187533e-02,-2.230640650e-01,1.994012892e-01,-2.347132862e-01,-1.080967262e-01,-9.004645050e-02,-1.436160952e-01,-1.572413892e-01,-9.074036777e-02,-4.309277050e-03,5.947264377e-03,-3.280086443e-02,9.814343601e-02,-2.533626258e-01,8.955250680e-02,-8.521317691e-02,-6.060058624e-02,-8.889839053e-03,-2.433002554e-02,1.181435436e-01,8.515601046e-03,-7.001668960e-02,1.036930829e-01,1.613194197e-01,-1.133792847e-02,-5.802388489e-02,-9.231630713e-02,1.946656778e-02,-1.226885468e-01,4.250476137e-02,-1.970740594e-02,-1.837603562e-02,-1.164521053e-01,-5.528748780e-02,-2.937319577e-01,1.159284264e-02,1.298470348e-01,-5.124951601e-01,5.601917580e-02,2.478972375e-01,1.162074953e-01,9.086656384e-03,1.436492056e-02,6.130291522e-02,-2.749709226e-02,2.765739895e-02,-3.233890235e-02,5.513323843e-02,-1.761420667e-01,-5.967712775e-02,9.027688950e-02,1.165777370e-01,-4.779636264e-01,1.149042174e-01,-3.682615608e-02,-2.072429955e-01,-3.852989078e-01,-1.008301899e-01,-2.473134547e-01,-1.533738077e-01,1.408827007e-01,-1.171461269e-01,-5.174915865e-02,-6.121748686e-02,6.995072961e-02,-7.303402573e-02,1.718264073e-01,-3.562451303e-01,2.181891054e-01,-5.611401200e-01,-8.424170315e-02,-1.415461004e-01,7.803700119e-02,1.046963632e-01,1.392061263e-01,-5.954092368e-02,1.257339120e-01,-9.983832389e-02,1.240886822e-01,-2.732049823e-01,-5.018736119e-04,-1.458750665e-01,-5.574204028e-02,9.425884485e-02,-3.265880048e-02,6.649590731e-01,-6.488443911e-02,-4.912772030e-02,-2.495173179e-02,-1.817527115e-01,-4.337909445e-02,1.338568609e-02,-2.216909230e-01,-9.081958234e-02,-1.367828995e-01,1.517466903e-01,7.946414873e-03,1.067741774e-02,-1.932619661e-01,2.470604777e-01,-4.035924077e-01,6.521746516e-01,2.751236595e-02,-2.231116742e-01,-4.522902071e-01,-6.556893885e-02,-3.667949438e-01,-6.260472001e-04,-1.023583487e-01,2.806199491e-01,-1.244003400e-01,-5.156045556e-01,4.166357964e-02,-9.215645492e-02,1.016339585e-01,-1.334213316e-01,2.675942183e-01,-4.015537202e-01,-7.546528429e-02,1.527444124e-01,2.489850372e-01,-8.255865425e-02,2.360275984e-01,-1.882060021e-01,2.239507586e-01,-4.554580450e-01,5.355634261e-03,6.584432721e-01,-1.148207560e-01,-1.315006763e-01,1.246486306e-01,-1.902774870e-01,-6.265801191e-01,-2.375163436e-01,-8.606076986e-02,-3.855091631e-01,-5.928328037e-01,1.193337291e-01,-5.372073650e-01,-7.873548195e-03,1.501448452e-01,-6.345762312e-02,1.292367280e-01,-1.258595884e-01,3.736194223e-02,-1.176496595e-02,-1.215751842e-01,-5.653442442e-02,5.996122956e-01,-3.071872890e-01,5.152496509e-03,3.082882762e-01,5.803239346e-01,-1.367399842e-01,5.313110948e-01,5.956592411e-02,-2.534193099e-01,-4.464969039e-02,-1.054551452e-01,-1.448010057e-01,-6.526678801e-02,-2.951401845e-02,-2.042005062e-01,-1.534577012e-01,5.700498223e-01,-1.285338700e-01,8.354187757e-02,3.461166024e-01,6.894157529e-01,-1.356529742e-01,4.164244235e-01,5.198427290e-02,-1.242314726e-01,-4.824884832e-01,-8.236666769e-02,3.832727298e-02,-5.797972903e-02,1.521503646e-02,1.052315831e-01,1.204820201e-01,-3.286393583e-01,1.359333098e-01,-1.038123965e-01,-1.853601187e-01,-4.095665514e-01,-6.529492885e-02,-1.936341673e-01,-1.955347061e-01,2.834973931e-01,1.608129889e-01,-5.779548734e-02,-4.136323333e-01,1.901396811e-01,-1.314116269e-01,1.200302914e-01,-5.167631805e-02,1.009093523e-01,-4.323772788e-01,-9.603341669e-02,-3.957875073e-02,-8.102746680e-03,8.025859296e-02,3.391887993e-02,5.565076694e-02,2.071707249e-01,-7.459681630e-01,1.257531047e-01,2.102424800e-01,-2.047640383e-01,1.446377859e-02,-1.102648526e-01,-5.134323984e-02,-5.039988160e-01,1.309865862e-01,-1.115822420e-02,-2.693529725e-01,-4.848701954e-01,-4.513705149e-02,-3.919090331e-01,-5.088861659e-02,-3.466069102e-01,7.847175598e-01,-8.150640130e-02,3.722562268e-02,-3.089391440e-02,-1.648504883e-01,-8.043437451e-02,-2.027551532e-01,1.633796543e-01,-4.877311736e-02,6.075147912e-02,9.278129786e-02,4.741977900e-02,-4.557668790e-02,-1.934903488e-02,1.615037620e-01,-1.908800006e-01,7.703321576e-01,-6.372842193e-02,1.322200149e-01,-5.343401060e-02,-7.064425200e-02,2.965185046e-02,6.510028988e-02,2.498188242e-02,-2.336385846e-01,-1.451482475e-01,-2.380359732e-02,2.886991389e-02,-4.661594704e-02,1.380506903e-01,-2.324801236e-01,3.538941145e-01,-4.823994339e-01,-1.124175848e-03,-2.523031235e-01,5.101643875e-02,-1.683341339e-02,1.296789050e-01,-2.018157393e-01,-1.669009924e-01,-8.007961512e-02,4.762898386e-02,-3.073284030e-01,-2.830276787e-01,2.846394852e-02,-2.359609604e-01,-6.408186164e-03,2.387566417e-01,-2.527488768e-01,1.082163379e-01,2.066728175e-01,-2.756698988e-02,-2.517854981e-02,-1.673274189e-01,2.048844099e-01,-1.843611151e-01,6.798934191e-02,-9.162624925e-02,8.869101852e-02,-7.259737235e-03,-1.031704471e-01,-1.883919537e-02,-5.958438292e-02,-3.851164579e-01,-3.196097314e-01,-1.401457340e-01,-2.153567523e-01,-6.844399124e-02,-1.545904875e-01,-1.761648059e-01,-1.691609621e-03,-3.383513168e-02,8.939351887e-02,1.127110347e-01,-6.469948590e-02,-6.255944818e-02,-2.405952103e-02,-1.033605114e-01,1.088547185e-01,-2.676784694e-01,-5.407569185e-02,-5.515233800e-02,-1.516833901e-01,-1.139386073e-01,-6.441375613e-02,1.545131058e-01,-1.862978446e-03,-1.419028640e-01,-3.271386623e-01,-2.150205076e-01,-2.927093022e-02,-1.593121290e-01,-3.696535155e-02,-1.749356538e-01,-1.291252524e-01,4.222840071e-01,1.012425572e-01,4.462559521e-02,2.426619381e-01,-1.765665598e-02,-9.197018296e-02,6.433477625e-03,-4.026237130e-02,9.856689721e-04,-8.610910922e-02,2.044591866e-02,-1.213181391e-01,-1.106908992e-01,1.519032475e-02,4.188378900e-02,8.621965349e-02,2.518180311e-01,-3.837000728e-01,7.418913394e-02,-1.658976823e-01,5.092281848e-02,2.084401622e-02,-7.414094359e-02,-9.001113474e-02,1.353872102e-02,2.990181185e-02,-4.687733948e-02,6.563031673e-02,1.181419194e-01,-1.199433431e-01,9.848261625e-02,-2.042166442e-01,-3.866189122e-01,5.233317614e-02,-1.605235785e-01,-5.215573683e-02,-1.937014423e-02,-1.300089657e-01,-3.212269396e-02,2.155974656e-01,1.182082370e-01,1.048374772e-01,3.438402340e-02,6.110510603e-02,2.431559376e-02,-1.338719130e-01,4.508206993e-02,1.527705938e-01,-2.625984251e-01,-7.015433162e-02,-5.431725830e-02,-1.007150263e-01,-3.507864196e-03,-5.303154141e-02,-4.913631454e-02,-3.174389303e-01,-1.846489459e-01,-3.535192013e-01,-2.758678496e-01,-1.613320410e-01,-2.198219597e-01,-1.801818237e-02,-2.118218392e-01,-3.378326893e-01,5.120252371e-01,-2.717741430e-01,3.572158888e-02,1.004265398e-01,-5.577236041e-02,-1.821032539e-02,6.190345436e-02,-4.465900734e-02,2.290430944e-03,-1.756291278e-02,1.843709350e-01,8.161814511e-02,-8.468653075e-03,8.646537364e-02,1.955021545e-02,2.519001067e-01,2.041182220e-01,-9.857401252e-02,7.909286767e-02,-4.400701448e-02,2.737917937e-03,-1.250538230e-01,-6.995494664e-02,1.335727982e-02,-9.685505927e-02,-2.809530310e-02,-7.227533311e-02,-1.296749711e-01,-1.147361379e-02,-9.976850450e-02,1.243589539e-02,-2.042849660e-01,-4.360112548e-01,1.582780331e-01,-1.576501578e-01,-8.416938037e-02,-4.529536143e-02,-7.009961456e-02,-9.938465804e-02,3.262109309e-02,4.413700476e-02,-1.219775807e-02,1.219525486e-01,-4.277550057e-02,1.600343734e-02,3.694596142e-02,6.002824381e-02,7.361542434e-02,-3.088720143e-01,9.834834933e-02,7.613880932e-02,4.763470218e-02,-7.405381650e-02,-1.397722214e-01,4.460949916e-03,6.204710156e-02,-7.352615148e-02,-9.901326150e-02,-2.267762423e-01,9.006062523e-03,-1.040378734e-01,-1.317181438e-01,-1.297002435e-01,-3.181616962e-01,5.160120130e-01,-3.646847308e-01,-1.099570543e-01,-1.739196330e-01,-7.601179928e-02,7.730004936e-02,-3.466317058e-02,-1.105302945e-01,-2.980834804e-02,6.709381938e-03,1.552330703e-01,-1.732517406e-02,-8.853024244e-02,-1.260319352e-02,3.066896833e-02,1.418738216e-01,1.622373611e-01,-1.627369225e-02,3.321797401e-02,1.539081633e-01,1.038046181e-01,-2.437198609e-01,3.879742697e-02,-1.151660308e-01,-1.017551199e-01,-1.898604780e-01,-1.787448227e-01,-9.782351553e-02,-3.783107921e-02,-5.641933158e-02,-9.762002528e-02,-3.546829149e-02,-3.524824679e-01,5.507922615e-04,-9.682781249e-02,-1.539843976e-01,-5.184133351e-02,4.100725800e-02,1.580594033e-01,-9.917462617e-02,1.636934653e-02,-3.064960614e-02,2.366537750e-01,8.582095057e-02,-2.818871476e-02,3.449548483e-01,-7.693965733e-02,-3.716494441e-01,-2.665219009e-01,6.902056932e-02,8.934811503e-02,1.701707765e-02,-5.270627514e-02,-3.215284050e-01,-1.725476682e-01,1.158993915e-01,-1.523919851e-01,-2.115292549e-01,-4.172033072e-01,-8.050888032e-02,-1.890627593e-01,-5.411900282e-01,-1.703739911e-01,2.440769225e-02,5.366739035e-01,-2.234078050e-01,-1.944824010e-01,7.431991864e-03,-4.248980433e-02,3.221994042e-01,-2.044145465e-01,-1.844342649e-01,1.597663760e-01,-3.268544003e-02,1.333163232e-01,4.468907416e-02,5.475341529e-02,2.725944817e-01,2.521034479e-01,-5.187804103e-01,5.891580880e-02,-6.573374569e-02,9.044516087e-02,-9.214556962e-02,-5.531371105e-03,-4.622159600e-01,1.298058182e-01,3.330730274e-02,-1.847897768e-01,-2.107249387e-02,-8.224735409e-02,-1.986179948e-01,-5.125887692e-02,-2.412949950e-01,-1.401889026e-01,7.302720547e-01,-3.102474809e-01,-6.291493028e-02,-8.018217981e-02,-5.831030384e-02,-8.101120475e-04,1.951865405e-01,2.280809134e-01,-4.052306339e-02,-1.100475341e-01,-3.458487615e-02,-1.593017578e-02,3.888166044e-03,-7.751122862e-02,-2.347456515e-01,-2.068081647e-01,-5.440276265e-01,-2.840353847e-01,-7.700088620e-02,6.508997083e-02,2.179941162e-02,-7.847461849e-02,-1.031850204e-01,-2.868360579e-01,-1.054658815e-01,4.346757010e-02,-1.945484281e-01,-4.014155567e-01,-2.638518512e-01,-1.032305360e-01,-1.817601919e-01,1.639883369e-01,1.313644648e+00,5.735573173e-01,-5.313606560e-02,-4.259549081e-01,-3.723517805e-02,2.424453013e-02,3.764046729e-01,-3.225689530e-01,-4.494734108e-02,1.161052659e-01,-2.191862091e-02,5.587434173e-01,1.755978167e-01,1.296239346e-01,5.772176981e-01,1.332945284e-02,-3.858702481e-01,-6.275121868e-02,7.959673181e-03,2.956774235e-01,-5.605836213e-02,2.078303602e-03,-5.345208645e-01,2.928894758e-01,5.837487802e-02,-2.120030820e-01,-4.444200173e-02,-2.682303488e-01,-6.551497430e-02,-1.635109037e-01,-3.265784979e-01,-1.059130058e-01,-5.199639797e-01,-2.088224888e-01,-1.595211625e-01,-3.230720386e-02,-5.593981594e-02,-4.869527742e-02,-3.027418163e-03,3.517803848e-01,8.327604085e-02,-2.567967176e-01,-1.954369396e-01,5.360454321e-01,8.681526780e-02,-1.830928028e-01,4.902984202e-01,-2.607198060e-01,-4.308463633e-01,-1.878779978e-01,-6.868232787e-02,6.693992764e-02,5.664287508e-02,-5.935879797e-02,9.828607552e-03,-6.131001711e-01,7.771275938e-02,3.396353871e-02,-3.439060645e-03,-4.085551500e-01,-6.750402600e-02,1.986120455e-02,-3.705067635e-01,2.833366096e-01,-4.980471358e-02,4.777823687e-01,-8.683007210e-02,-8.390870094e-01,-8.827079833e-02,-7.191109657e-02,-4.062866569e-01,-7.919571549e-02,-3.991628885e-01,1.800968647e-01,9.263787419e-03,-3.066722155e-01,-1.694466025e-01,8.129167557e-02,1.682667732e-01,-9.551306069e-02,-1.214511096e-01,-1.019736305e-01,-1.265937369e-02,8.164117932e-01,-1.788801886e-02,1.152663305e-02,1.925949603e-01,2.515505850e-01,1.046237051e-01,-1.197848469e-01,-1.036006361e-01,5.073081702e-02,-3.027323866e-03,-1.316987276e-01,-4.516949654e-01,-6.267534941e-02,4.632996321e-01,-1.686965674e-01,-1.152451113e-01,-1.412915736e-01,-7.834720612e-02,1.962895878e-02,-6.010613218e-02,2.923648655e-01,2.851003222e-02,-7.149202377e-02,-2.869762778e-01,-2.989526987e-01,-1.039239913e-01,-2.793008387e-01,-7.204296440e-02,-8.260878734e-03,1.500558257e-01,-1.098388955e-01,-8.943821490e-02,-1.117652953e-01,2.846719883e-02,-9.618157148e-02,3.670845628e-01,-6.551289558e-01,-1.252031028e-01,3.187336028e-02,5.560101941e-02,-3.402369320e-01,-2.146284580e-01,2.777702510e-01,3.379245400e-01,-7.315429449e-01,-2.145409435e-01,3.910335302e-01,-1.491641551e-01,-9.857359529e-01,-1.146630645e-01,-4.421728253e-01,-5.270818472e-01,-1.871164441e-01,6.348170340e-02,-1.331916898e-01,1.237895265e-01,6.111122966e-01,2.113813013e-01,-1.481302828e-01,-4.315522909e-01,6.569309831e-01,-9.338531643e-02,-2.262288183e-01,-1.666445285e-02,1.316665769e+00,6.485909224e-02,3.941836655e-01,2.104181945e-01,4.597403407e-01,-1.020341367e-01,1.350789517e-02,-1.869714558e-01,-1.009224802e-01,-4.164920375e-02,-6.489752978e-02,-3.737714360e-05,-5.144576728e-02,1.788423024e-02,-3.585594520e-02,-2.727115713e-02,-3.153897524e-01,-1.046808138e-01,4.403899610e-02,-3.153110743e-01,6.838110685e-01,9.240061976e-03,-1.871763766e-01,-4.553689957e-01,2.112156749e-01,-2.430986315e-01,-1.474611461e-01,-6.212083157e-03,-2.083095610e-01,2.626912296e-01,1.165240929e-01,-1.161201075e-01,-1.804564446e-01,-7.319904119e-02,-2.266754359e-01,-6.184334159e-01,-7.552555799e-01,-1.782252192e-01,8.314806968e-02,2.079019994e-01,-4.999542236e-01,-2.662430704e-01,-1.168837547e-01,5.599302240e-03,1.751165688e-01,-2.360749692e-01,2.490676492e-01,-5.083554238e-02,-4.899071157e-01,1.138156839e-02,5.457711816e-01,2.181309015e-01,-4.177272916e-01,-9.253541939e-03,-7.125551999e-02,6.500413269e-02,2.091252953e-01,1.747603267e-01,1.350190639e-01,3.746954724e-03,-1.458801329e-01,-1.997366846e-01,-3.779931664e-01,1.469617710e-02,1.241882801e+00,3.223024681e-02,-5.014551878e-01,-6.576375961e-01,3.991423845e-01,4.186512157e-02,1.176767889e-02,-1.114689410e-01,-4.735895246e-02,1.868029386e-01,-8.589854836e-02,-1.697462499e-01,4.170046002e-02,3.391199186e-02,2.834460139e-02,-1.299205124e-01,-6.657574177e-01,-1.004213020e-01,7.936047763e-02,7.911750078e-01,7.096536160e-01,-5.754578114e-02,-1.916489899e-01,8.366256356e-01,-1.509486604e-02,-3.871443272e-01,4.454040825e-01,-1.170809865e-01,9.798067063e-02,1.886853874e-01,-3.689195961e-02,-1.105864570e-01,-2.086286843e-01,-2.913630605e-01,-4.288563728e-01,7.404202223e-01,-9.288310409e-01,3.439132497e-02,4.123263955e-01,-1.122490048e+00,-1.510242820e-01,1.946234107e-01,-2.260710448e-01,9.692219086e-03,1.435247809e-02,-1.250504553e-01,2.850274146e-01,1.886198297e-02,-1.977367699e-01,1.409287304e-01,-4.856275320e-01,-3.121404648e-01,-4.725140929e-01,-1.183414906e-01,7.074230909e-01,-9.168974161e-01,-1.259044707e-01,-3.152861297e-01,-9.908852577e-01,1.437832415e-01,-4.085868001e-01,-2.236996591e-01,-2.920187116e-01,-3.656228539e-03,9.542023540e-01,2.091126144e-01,1.151374340e+00,-3.578561842e-01,6.020034552e-01,6.461329293e-03,-1.089041948e+00,9.077233672e-01,1.621786207e-01,3.613966703e-01,5.574553609e-01,-2.011997253e-01,1.603531241e-01,2.039308846e-02,6.047403440e-02,-1.883327365e-01,-6.440399289e-01,-1.870130748e-01,-3.367836177e-01,-3.366939425e-01,6.889016926e-02,-3.426182270e-01,-2.535564899e-01,-2.160863206e-02,-2.359893173e-02,-3.722976148e-01,-1.792414635e-01,-1.050663069e-01,-7.688176632e-02,2.887328900e-02,2.883936763e-01,-3.097873032e-01,-3.978835046e-01,-5.179550648e-01,-2.602512836e-01,1.334861666e-01,-1.941843182e-01,2.881276011e-01,2.071484029e-01,-6.172158197e-02,-1.991525479e-02,6.842621565e-01,6.426042411e-03,2.549670264e-02,-1.374499053e-01,-7.434472442e-02,-3.288954198e-01,1.458829790e-01,3.881956935e-01,2.420175970e-01,5.537319183e-01,-1.702066325e-02,-5.719518661e-01,3.918952048e-01,-2.989811301e-01,-1.223217025e-01,-1.052744538e-01,1.011093706e-01,-6.821943074e-02,1.602378190e-01,2.155886292e-01,-7.276727259e-02,-1.575103551e-01,2.108947188e-02,4.408107400e-01,3.212900758e-01,-6.981333494e-01,-5.176278949e-01,6.090723276e-01,-4.726099968e-01,1.856197268e-01,-8.829300851e-02,2.066075429e-02,-5.635454655e-01,2.627013251e-02,-2.447344065e-01,-1.389230192e-01,-2.022247761e-02,2.172654271e-01,-1.411261857e-01,-5.285403728e-01,-1.738120466e-01,3.030867279e-01,1.342826635e-01,4.654622376e-01,-4.352440536e-01,-2.203979045e-01,-7.436657697e-02,5.153217167e-02,1.521101892e-01,-2.630261779e-01,-6.871987879e-02,-1.118162945e-01,7.365779579e-02,-6.379057169e-01,-1.369771123e+00,-1.705639362e-01,-1.021138787e+00,-4.787314534e-01,1.387242377e-01,-2.481649667e-01,6.842916608e-01,1.431593597e-01,-5.161093920e-02,-1.637036912e-02,-2.362841368e-01,1.374027133e-01,9.189902805e-03,5.575351790e-02,-1.971984357e-01,3.833512366e-01,1.139552236e+00,1.056343913e-01,4.271948636e-01,1.421440840e-01,-4.818717241e-01,-4.585840702e-01,8.549548686e-02,1.463998388e-02,-5.768044665e-02,-1.153225154e-01,3.430454433e-01,-3.792178258e-02,8.104143292e-02,1.814128086e-02,-3.824809566e-02,4.589370787e-01,1.169172883e+00,1.862038225e-01,1.781018227e-01,3.742730916e-01,-1.396041512e-01,1.520852596e-01,-4.693418741e-01,-9.669236094e-02,-1.114750206e-01,-4.886793718e-02,-4.075241983e-01,-5.229363218e-02,-1.842063069e-01,-9.823266417e-02,2.232514508e-02,-1.895109564e-01,-1.221020222e+00,-2.169047296e-01,2.890639007e-01,-1.365148127e-01,2.166734785e-01 +thresholds = -3.534661829e-01,-5.375525951e-01,-6.461409926e-01,-1.177625060e+00,-5.164864063e-01,-5.962783098e-01,-8.569970727e-01,-6.622902751e-01,-5.433577895e-01,-5.523760915e-01,6.832494587e-02,-1.130457163e+00,-3.844763637e-01,-5.113356709e-01,-4.012374282e-01,-1.064663410e+00 +weights1 = 5.075419322e-03,-2.459427528e-02,-2.571519613e-01,1.059511453e-01,-1.125735864e-01,-4.446154088e-02,3.102648631e-02,-2.090224773e-01,7.992272824e-02,-8.306445181e-02,-2.296054177e-02,-5.184765533e-02,-1.748378947e-02,3.710810468e-02,-2.859213389e-02,-8.689671755e-03,-3.157439083e-02,-1.054707989e-01,-2.751228809e-01,-2.287067920e-01,6.047638453e-05,-1.196585149e-01,6.134866923e-02,-3.235419393e-01,-3.868145123e-02,-3.598322868e-01,-5.198373646e-02,2.322757095e-01,1.950486749e-01,-3.802265525e-01,-2.494849116e-01,-7.006809860e-02,-3.863924742e-02,-7.765711099e-02,-3.377798200e-02,-6.364085078e-01,5.074268579e-02,-2.620855868e-01,3.539715111e-01,-2.039751559e-01,2.684115767e-01,-7.655172944e-01,4.698501229e-01,-6.626747251e-01,-9.686483070e-03,3.616364673e-03,3.251353279e-02,-3.503062576e-02,-1.391359270e-01,-1.352357566e-01,7.563914359e-02,-4.399046004e-01,-9.107849598e-01,-4.036737300e-05,-6.561284512e-02,-2.309541553e-01,7.255041506e-03,-1.521411538e-01,-4.931288958e-01,4.165479541e-01,4.667504430e-01,-2.138132155e-01,-2.520458959e-02,-3.488989770e-01,-4.918128252e-03,-4.920419306e-02,-1.054041460e-02,1.369783729e-01,4.698688537e-02,3.223940358e-02,6.659480184e-02,-1.500591636e-02,-2.110385448e-01,1.768361330e-01,3.466633707e-02,1.183593720e-01,1.496393979e-02,1.732729003e-02,-1.141042821e-02,-2.084562788e-03,1.526233368e-02,4.708256572e-02,8.917920291e-02,1.787226498e-01,1.086887568e-01,-5.091658235e-02,2.515437640e-02,-9.990260005e-03,-1.436679251e-02,1.175383455e-03,1.099622846e-01,-2.057361305e-01,-1.590428054e-01,6.579743698e-03,8.900670707e-02,3.523286059e-02,4.294933286e-03,1.090412028e-02,2.568448335e-02,6.314226240e-02,1.659981906e-02,1.584704407e-02,-2.263957448e-02,1.870743930e-02,-9.178337059e-04,9.608775377e-02,-3.675126657e-02,5.681725219e-02,-1.265225706e-06,2.926393179e-03,-1.259059925e-02,1.539812051e-02,-1.718738489e-02,1.628969237e-02,-1.168574579e-02,4.321184009e-02,8.130632341e-02,1.182272565e-02,3.192178905e-02,1.246486418e-02,1.895156107e-03,-9.092040360e-03,6.601165980e-02,-4.462969676e-02,-3.868871927e-02,-1.790622249e-02,-3.171037138e-02,6.238080934e-02,-3.229696769e-03,6.079685991e-04,7.943942398e-02,7.271070033e-02,-5.286599509e-03,6.508294493e-02,3.872560337e-03,4.314647987e-02,-2.655604780e-01,2.102784663e-01,-1.409156173e-01,1.510212272e-01,8.116235957e-03,4.874025472e-03,-7.440662943e-03,1.650247909e-02,-8.562433533e-03,3.621305153e-02,-3.022583388e-02,2.180567384e-01,8.131304383e-02,-5.440071691e-03,-4.224636778e-02,1.596131921e-01,3.441234306e-02,8.624166995e-02,1.556033045e-01,-1.830447465e-01,-1.387106180e-01,7.297766954e-02,8.378559351e-02,1.042063460e-01,-9.617757984e-03,-1.396297757e-02,1.701772772e-02,7.916263491e-02,-2.388817631e-02,8.429130539e-03,-8.384999633e-02,2.254920453e-02,-8.526423573e-02,1.102916226e-01,-1.369704753e-01,6.911884993e-02,2.684367076e-02,2.873243205e-02,1.578012295e-02,-2.535704989e-03,3.746642545e-02,1.143874787e-02,-8.587416261e-02,2.709264681e-02,1.007911488e-01,-1.866892353e-02,7.237881422e-03,6.204530224e-02,3.467813600e-03,6.282408535e-02,4.277189448e-02,-1.969340490e-03,-8.484026045e-02,7.780066133e-02,-3.543512896e-02,7.956137508e-02,1.377138775e-02,-7.702001184e-02,1.312174797e-01,2.328564376e-01,1.743883877e-05,8.988681436e-02,1.418516040e-02,-3.011833429e-01,-2.227456421e-01,1.142129675e-01,-1.393661052e-01,2.538086474e-01,6.699119229e-03,-5.133211985e-02,6.379978266e-03,1.859088242e-02,1.570251584e-02,2.561494336e-02,-1.019440517e-01,3.953966498e-01,2.440528125e-01,-4.512178153e-02,-5.928365141e-02,-1.145932004e-01,1.233445201e-02,1.632264853e-01,8.240907639e-02,-4.276420549e-02,6.184351444e-02,2.286684662e-01,5.402836204e-02,9.345452487e-02,1.317423210e-02,-1.312851440e-02,2.702393755e-02,6.643752754e-02,-1.042240113e-02,3.140549362e-02,-3.985346109e-02,3.745064884e-02,-3.566679358e-02,1.104443595e-01,-5.362991244e-02,6.359606236e-02,-1.801330037e-02,-6.356118247e-04,1.574497297e-02,4.036043957e-02,-1.054430101e-02,-2.667554421e-03,-1.314405538e-02,7.631243765e-02,7.720515877e-02,3.206893336e-03,1.153391693e-02,4.007187090e-04,1.118572988e-02,2.431015857e-02,5.285609141e-02,-1.810945198e-02,-3.754650056e-02,1.034897286e-02,-4.377171770e-02,3.500463441e-02,2.862690948e-03,-8.837821893e-03,-3.983043879e-02,1.275055856e-01,-3.249806166e-02,-2.054838836e-02,-1.004255787e-01,-4.628504813e-02,-3.758301437e-01,9.871573001e-02,-1.105697230e-01,4.229219630e-03,1.384476293e-02,5.344191566e-03,1.981739514e-02,1.356850495e-03,-1.095299348e-01,-2.476113103e-02,1.692743413e-02,-9.829154611e-02,2.705970705e-01,-6.017939001e-02,1.209742576e-02,-1.542823762e-01,1.033307053e-02,-9.983133525e-02,-1.354436576e-01,-1.855421960e-01,-3.058508933e-01,-2.079424262e-01,7.879681885e-03,-6.133548543e-02,-4.318005871e-03,-2.026889240e-03,3.513500839e-02,7.538461685e-02,-2.045958675e-02,3.940794244e-02,-7.850863039e-02,-2.504568733e-02,-1.050367430e-01,-1.000815816e-02,-9.126994759e-02,3.865652904e-02,1.939974912e-02,-1.345069520e-02,-8.800859563e-03,-3.286699578e-02,3.594886512e-03,3.450899944e-02,-2.584776375e-04,-2.176343463e-02,4.982623085e-02,-8.158759214e-03,-5.934334476e-04,-2.751496434e-02,1.624434628e-02,-2.254796401e-02,-6.533548236e-02,2.330779657e-02,-1.336042881e-01,-1.052064076e-02,1.059446577e-02,4.249765724e-02,-3.606881574e-02,-6.244785618e-04,3.972362727e-02,2.844311669e-02,1.176759414e-02,5.321561825e-03,-3.698712960e-02,9.931384027e-02,-1.410529166e-01,1.848469824e-01,-9.764303267e-02,2.610104904e-02,8.898446336e-03,-7.658158895e-03,-2.392512560e-02,2.038209513e-02,-1.019391511e-02,4.055647179e-02,7.305127382e-02,-3.595550731e-02,1.106268615e-01,-5.798601359e-02,-3.259890527e-02,1.364587694e-01,-2.788256854e-02,1.204047799e-01,6.089337915e-02,-1.091534272e-01,-2.477735979e-03,2.359965816e-02,4.190086201e-02,3.631960601e-02,-7.007841952e-03,4.585133865e-02,2.425021864e-02,8.242718130e-02,-6.198787130e-03,3.546958417e-02,-2.077851072e-02,1.221602596e-02,-1.799741760e-02,9.272415191e-02,-1.187358126e-01,5.672636256e-02,-1.348531153e-02,9.816497564e-03,5.056220107e-03,-9.250749834e-03,-3.737196699e-02,2.366554178e-02,5.422964692e-03,4.331431910e-02,1.289208382e-01,1.147686318e-02,-9.583690204e-03,2.378535643e-02,6.488590036e-03,1.891400106e-02,7.219985873e-02,-2.788268263e-03,-2.379265055e-02,8.783718199e-02,-3.666250780e-02,5.178823695e-02,-9.693619213e-04,-2.608982660e-02,4.951947927e-02,2.288784981e-01,9.130621329e-03,3.439235687e-02,-2.884374931e-02,-3.769243881e-02,-7.418595254e-02,1.095644310e-01,-1.417439431e-01,2.096358687e-01,1.957738586e-02,-7.257143967e-03,-1.626609266e-02,1.241527218e-02,3.772000596e-02,4.744628444e-02,-3.214951605e-02,7.907602191e-02,1.459061503e-01,-1.637149788e-02,3.088503145e-02,-2.127471566e-02,-8.149237372e-03,3.562971577e-02,-8.188512176e-03,-4.541625082e-02,-3.796139359e-02,9.489316493e-02,6.759662647e-03,6.642881781e-02,-5.560166216e-10,1.654505468e-04,5.277618393e-02,1.090556309e-01,2.230248600e-02,-7.280271035e-03,-4.574511573e-02,2.424859256e-02,-1.218110882e-02,1.031240076e-01,-7.749371231e-02,3.782857955e-02,3.564071655e-02,-1.355189830e-03,1.071579568e-02,8.499865071e-04,7.307465188e-03,2.238396369e-02,-5.116155744e-02,6.132931262e-02,9.612503648e-02,-3.414075077e-02,-1.400783309e-03,1.248878986e-02,-5.493571709e-10,2.538630925e-02,1.915778220e-02,-3.095247597e-02,-1.776172221e-02,-3.979243804e-03,1.387425885e-02,5.946573615e-02,4.676385783e-03,-7.326234132e-03,-3.949455917e-02,5.379487760e-03,2.779584937e-02,-8.388567716e-03,1.088753045e-01,3.842332959e-02,6.851823628e-02,-1.759590656e-01,3.249813616e-01,6.973615289e-02,1.041134633e-02,2.762949793e-03,8.146974142e-05,-1.120079309e-02,-2.895370126e-02,-4.380104691e-02,1.680960059e-01,1.219853461e-01,-1.680262834e-01,6.032175198e-02,-4.116321355e-02,-2.602018416e-03,1.092868578e-02,-3.170778230e-02,-9.501633793e-02,1.699765623e-01,-1.467149109e-01,-5.038798600e-02,-2.980606444e-02,3.883586032e-03,-1.206533052e-02,6.410932634e-03,-3.801121842e-03,-5.750027671e-02,1.407461590e-03,-7.193360478e-02,4.379406199e-02,-1.145365834e-02,1.375192124e-02,-1.111425385e-01,6.136104092e-02,-3.644693270e-02,-2.258213982e-02,-3.070784500e-03,-7.405316923e-03,4.067108501e-03,-1.208429807e-03,7.403978941e-08,-1.552371960e-02,-3.610886633e-02,-1.027207822e-01,1.344294380e-02,1.009894069e-03,-7.981210016e-03,-2.512844838e-02,-2.136419900e-02,-3.657096624e-02,1.528514922e-02,-1.226085890e-02,-2.785282210e-02,1.325307880e-02,-3.284051642e-02,-3.066810593e-02,9.105605073e-03,2.630880848e-02,1.161134467e-01,-3.164816881e-03,3.442265838e-02,-3.958138824e-02,1.126487255e-01,-1.258997619e-01,5.336783454e-02,3.654240444e-02,1.241676435e-01,-4.300332163e-03,-1.316357497e-02,1.007575169e-02,1.255110605e-03,1.439541299e-02,8.402770385e-03,-1.169802099e-01,1.238706559e-01,1.058826894e-01,-2.575565502e-02,3.227328882e-02,1.140220538e-01,-1.794587448e-02,2.071249299e-03,8.564937860e-02,-1.860971153e-01,-4.725480080e-02,7.038553059e-02,8.586527407e-02,6.095122918e-02,-2.697239816e-02,-2.191724954e-03,1.976552606e-02,1.143250540e-01,9.921879508e-03,8.410115540e-02,-1.205933616e-01,1.470893715e-02,-4.263218865e-02,1.357839257e-01,-1.758377254e-01,1.357083023e-01,3.140898794e-02,1.305697333e-05,-1.861534640e-02,3.139124019e-03,1.869673468e-02,1.097012218e-02,-4.314071685e-02,8.125371486e-02,1.999981105e-01,-1.027552877e-02,1.461722609e-02,1.751717180e-02,-4.015455954e-03,2.832746506e-02,6.180202961e-02,-2.981649712e-02,-4.984474182e-02,5.208620802e-02,-8.484145626e-03,6.417583674e-02,8.964613080e-04,-1.612550952e-02,-4.386767279e-03,1.095122397e-01,1.749155112e-02,-4.171097651e-02,-1.639965922e-01,1.060684472e-01,1.667522192e-01,1.914545596e-01,-6.178371236e-02,6.422985345e-02,2.239660127e-03,1.119907852e-02,-2.808626369e-02,-1.065263432e-02,-4.765560478e-02,2.644265071e-02,-4.454791918e-02,9.627211839e-02,3.197386563e-01,-1.849711537e-01,-4.241747956e-04,9.731522202e-02,-1.119315904e-02,4.941921681e-02,3.503492475e-02,1.460030675e-01,-1.174591780e-01,5.445437878e-02,-2.626077086e-02,-6.452494115e-02,4.220804665e-03,-1.161172288e-03,7.121688873e-02,3.430796266e-01,-1.548923273e-02,1.243834123e-01,-2.609037757e-01,1.037324816e-01,-1.565216780e-01,3.685625494e-01,-3.223269582e-01,3.023233116e-01,-5.413682759e-02,-2.092984505e-02,-1.080991700e-02,1.848090626e-02,1.258072257e-02,3.615647927e-02,-7.014480978e-02,1.270325929e-01,4.686345458e-01,-1.600643061e-02,1.205965877e-03,1.222443804e-01,1.457840856e-02,5.640194938e-02,2.323022187e-01,-1.140551567e-01,-1.463613957e-01,1.194255874e-01,-2.586868219e-02,1.577823460e-01,1.297074337e-09,-1.782581583e-02,-2.023311108e-01,-2.424794883e-01,4.158671200e-02,3.657839261e-03,2.737106383e-01,-1.293400228e-01,-9.852503240e-02,2.505137622e-01,2.541130185e-01,-2.049405575e-01,-3.649895266e-02,9.008407360e-04,2.594663296e-03,1.914024353e-02,-5.187503248e-02,-1.311470121e-01,3.683509231e-01,-1.864985079e-01,-8.043078333e-02,-7.217255980e-02,4.982582107e-02,-2.286066413e-01,-2.130391635e-02,-2.639621198e-01,2.009878755e-01,-2.460608184e-01,-1.279100962e-02,-1.927105486e-01,1.307431161e-01,-1.867234334e-02,-1.756867021e-02,-2.607322484e-02,-2.631747723e-01,-4.245437384e-01,1.366377026e-01,-9.496668726e-02,5.229495168e-01,7.099304348e-02,-4.426258802e-02,-3.110902011e-01,7.497686744e-01,-3.710196018e-01,-3.988837078e-02,-5.793969613e-03,-1.229388919e-02,-2.349999733e-02,-2.283106372e-02,-1.305360794e-01,4.134512544e-01,-8.831436187e-02,-6.604882479e-01,5.152389407e-02,-1.382373869e-01,8.784832805e-02,-1.364956261e-03,2.595179342e-02,-1.110877842e-01,5.921103433e-02,-1.386835575e-01,-1.510332823e-01,2.478245348e-01,-1.225286648e-01,-8.041228168e-03,1.053849757e-01,1.615875810e-01,1.271453947e-01,2.772544324e-02,5.874532089e-02,-2.643403038e-02,6.564012170e-01,-2.211919576e-01,1.443586797e-01,-2.109354436e-01,2.216178924e-01,-2.066550776e-02,-4.872718360e-03,6.177758332e-04,2.268437482e-02,8.463940769e-02,7.886023074e-02,-9.284242243e-02,3.216921538e-02,-2.581235208e-02,-2.389577962e-02,-9.799250402e-03,5.244901180e-01,-1.780462824e-02,1.721578985e-01,1.736210436e-01,-3.085104562e-02,7.845387608e-02,1.343143731e-01,4.560561851e-02,1.264173388e-01,-8.429889564e-10,2.754303860e-03,2.879709937e-02,6.397368759e-02,5.278395489e-03,5.327578261e-02,-3.633238375e-02,7.270973921e-02,-1.848388836e-02,6.580305845e-02,-1.117754877e-01,1.001434773e-01,-1.192241441e-02,-1.405361854e-02,1.879949681e-02,-8.841952658e-04,4.933940992e-02,5.537495390e-02,-2.560304711e-03,3.599194437e-02,1.137961224e-01,-8.000622503e-03,9.166303091e-03,3.127948195e-02,1.850551739e-02,3.929415345e-02,7.968279719e-02,-4.285737127e-02,-1.384573430e-02,3.827536851e-02,-4.777849652e-03,4.149310663e-02,-1.010763366e-02,-1.764839701e-02,-6.682042032e-02,5.097121373e-02,-1.752884686e-01,1.359902173e-01,7.578834146e-02,1.183758839e-03,4.713633060e-01,-1.230254844e-01,1.037939712e-01,6.728316098e-02,1.247028727e-02,-4.355544969e-02,-5.542217754e-03,1.976737566e-02,-1.381312869e-02,-4.260426015e-02,-3.172593713e-01,2.763849497e-02,-2.222500555e-02,1.173819453e-01,-1.092380006e-02,-5.371689051e-02,7.027750835e-03,-6.366908550e-02,-1.056914777e-01,-3.576596081e-01,5.878991485e-01,-2.778973617e-02,-2.608450055e-01,2.097836137e-01,5.756373983e-03,-4.055126756e-02,-4.377028346e-01,-7.845350504e-01,8.143872954e-03,-2.381674796e-01,6.046077013e-01,-2.443325073e-01,4.046553969e-01,-9.853438735e-01,9.095247388e-01,-8.045191169e-01,-1.027200278e-02,1.327432413e-02,5.137284286e-03,-4.839631543e-02,-1.389402449e-01,-2.510277331e-01,2.026129887e-02,-5.077866912e-01,-1.085601449e+00,1.115076467e-01,-6.513659656e-02,-3.662983775e-01,1.350639621e-03,-2.184746414e-01,-6.541579366e-01,2.440038882e-02,4.661450088e-01,-4.201522768e-01,-2.457415126e-02,-3.866100907e-01,1.093760638e-09,1.693896577e-02,1.035969257e-01,5.599880964e-02,1.714101993e-02,5.665885285e-02,-1.799959224e-03,1.055029258e-01,-2.280135639e-02,1.794387400e-01,1.411041617e-01,1.553799063e-01,1.127800066e-02,1.363677345e-02,-1.273165923e-03,3.066485049e-03,6.369061768e-02,9.548857063e-02,8.400902897e-02,1.799448133e-01,1.103950217e-01,2.050426602e-02,-1.198226120e-02,1.499070525e-01,1.626725867e-02,1.112037674e-01,1.838589758e-01,-1.768819094e-01,-2.547488213e-01,2.140678465e-01,2.489711531e-02,1.068531945e-01,-1.472993568e-02,-6.366333459e-03,1.065794192e-02,5.856397375e-02,-1.769946516e-02,4.542654753e-02,-6.245637685e-02,3.444140404e-02,-3.400874510e-02,1.155030057e-01,-9.237185866e-02,8.522251248e-02,-6.020369474e-03,-6.652892567e-03,5.120150279e-03,2.655052813e-03,1.009228639e-03,3.275173483e-03,-2.036479488e-02,5.661280081e-02,1.366916299e-01,-6.398838945e-03,5.319775641e-02,4.212200642e-02,1.849010773e-02,6.914245430e-03,7.909680158e-02,-5.937684327e-02,-6.955634803e-02,5.101330578e-02,-5.785952881e-02,7.193212956e-02,-3.084764630e-02,-7.436672691e-03,-7.213451318e-05,5.763375759e-02,8.746056817e-03,1.962388121e-02,-6.513951719e-02,1.239918619e-01,-9.178835154e-02,5.032639205e-02,-8.500519395e-02,5.235740170e-02,3.893396584e-03,-2.022528835e-02,6.421412341e-03,-1.540343557e-02,2.943012305e-02,2.724572457e-02,-1.014376432e-01,9.834704548e-02,1.716203392e-01,-4.527965933e-02,-4.925622046e-02,1.970024705e-01,-1.785505749e-02,3.338222206e-02,1.231471747e-01,-6.586855650e-02,-2.078306526e-01,1.894861273e-02,2.502574399e-02,4.073044658e-02,-8.889784048e-11,3.044848144e-02,8.641242236e-02,3.033483922e-01,-2.073865756e-02,1.358141750e-01,-2.927840948e-01,8.090927452e-02,-1.184439436e-01,3.491201699e-01,-4.350880086e-01,3.497081697e-01,1.042965706e-02,-4.712123889e-03,9.928332875e-04,5.921680108e-02,2.912852541e-02,4.324013740e-02,-1.458086073e-01,1.273439527e-01,4.150396585e-01,3.080472350e-02,8.507921360e-03,1.164490506e-01,-1.989318058e-02,5.017750710e-02,2.343839109e-01,-1.279254556e-01,-1.930458546e-01,1.152676940e-01,-3.189661354e-02,1.855466813e-01,-2.970643900e-02,1.740807318e-03,1.248100102e-01,1.693679541e-01,1.268786611e-03,1.335879881e-02,-1.254122853e-01,2.249180675e-01,1.496658772e-01,7.882051915e-02,-5.637145415e-02,2.144698799e-01,-6.315135397e-03,-2.206552029e-02,-2.071772143e-02,-2.342468360e-03,2.778765373e-02,9.896675497e-02,1.106972061e-02,3.084870577e-01,6.354463845e-02,-5.313007534e-02,-9.608470649e-02,3.234979510e-01,8.177977987e-03,3.656421602e-01,6.397391111e-02,2.729621828e-01,1.476351172e-01,3.987281024e-01,2.921217866e-02,4.855458438e-02,-2.160297334e-02,1.989880204e-02,-2.197682485e-02,-3.354733810e-02,9.469269775e-03,-1.544990391e-02,-3.426009417e-02,2.832699008e-02,2.317283489e-02,-3.210587054e-02,-1.239140145e-02,-3.279322386e-02,-2.458845265e-02,-6.318076514e-03,-5.793244578e-03,-1.739998907e-02,-3.275606036e-02,-2.058915608e-02,-1.971637458e-02,4.311957397e-03,-6.715122610e-02,-2.419869043e-02,-1.829114626e-03,-7.055280730e-03,-1.483625919e-02,-4.582691938e-03,-3.741895780e-02,3.422461078e-02,3.544194624e-02,7.744077593e-04,2.613532729e-02,-2.821728960e-02 +biases1 = 0.000000000e+00,-3.232666850e-02,-2.168103456e-01,8.815069497e-02,7.705240697e-02,-4.866852984e-02,-3.623064458e-01,-3.783099055e-01,-3.680113554e-01,-1.929656267e-01,-2.866580188e-01,3.827598691e-02,-4.995623976e-02,-5.501179025e-03,-3.563078586e-03,-4.893436562e-03,-2.852186747e-02,-1.027667522e-01,2.062216699e-01,-1.096596345e-01,1.528265234e-02,-3.947677463e-02,3.546714410e-02,-4.440952539e-01,-1.415384817e-03,-3.586966097e-01,-1.845095903e-01,5.076271892e-01,-8.856499791e-01,-3.759594560e-01,-1.967052557e-02,-8.357485384e-02 +weights2 = -8.832874149e-02,7.982618362e-02,3.650586903e-01,2.677512169e-01,-1.070044562e-01,1.106862053e-01,-1.786243170e-01,2.691451609e-01,-2.379613072e-01,3.708399534e-01,-3.074252307e-01,2.990173399e-01,-3.818152845e-02,5.462731421e-02,1.811421663e-02,1.995857991e-02,7.784482837e-02,1.701966375e-01,-2.025012225e-01,3.439873457e-01,3.796544373e-01,2.034756392e-01,2.958021872e-02,3.298881650e-01,1.567895524e-03,3.478139639e-01,2.476381958e-01,-3.433836102e-01,-3.048188984e-01,3.577682674e-01,-1.745610237e-01,1.620152146e-01 +biases2 = -2.979015410e-01