Update FLAIR results: scenario-coherent phase noise, add reproduction code

results/FLAIR/all_results.csv

@@ -1,98 +1,98 @@
 dataset,model,eval_metrics/MSE[mean],eval_metrics/MSE[0.5],eval_metrics/MAE[0.5],eval_metrics/MASE[0.5],eval_metrics/MAPE[0.5],eval_metrics/sMAPE[0.5],eval_metrics/MSIS,eval_metrics/RMSE[mean],eval_metrics/NRMSE[mean],eval_metrics/ND[0.5],eval_metrics/mean_weighted_sum_quantile_loss,domain,num_variates
-bitbrains_fast_storage/5T/short,FLAIR,1983142.28456,2026405.322288,191.769633,0.998972,2.388648,0.735577,21.204747,1408.240847,4.421528,0.602109,0.52346,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/medium,FLAIR,2811745.610997,2834128.64453,284.903869,1.245392,4.275917,0.805257,26.371961,1676.826053,5.09466,0.865617,0.71703,Web/CloudOps,2.0
-bitbrains_fast_storage/5T/long,FLAIR,3355125.937332,3401925.376397,349.300877,1.286233,3.812934,0.823093,24.559604,1831.700286,4.840637,0.923098,0.832985,Web/CloudOps,2.0
-bitbrains_fast_storage/H/short,FLAIR,3583663.552552,3983508.553302,393.973922,3.638922,5.064211,0.616931,118.270913,1893.056669,5.395826,1.122954,0.839791,Web/CloudOps,2.0
-bitbrains_rnd/5T/short,FLAIR,1737888.868678,1884548.882022,153.472486,1.988939,1.326041,0.699176,60.312365,1318.290131,5.394062,0.627965,0.558835,Web/CloudOps,2.0
-bitbrains_rnd/5T/medium,FLAIR,2079259.753199,2196581.997261,160.761434,5.106254,0.924252,0.77117,179.612962,1441.963853,6.067077,0.676405,0.649242,Web/CloudOps,2.0
-bitbrains_rnd/5T/long,FLAIR,2182473.644873,2355386.6648,180.019994,4.235901,1.237682,0.764127,143.120729,1477.31975,5.659279,0.689616,0.647091,Web/CloudOps,2.0
-bitbrains_rnd/H/short,FLAIR,1943385.568339,1885372.007886,194.708326,6.67973,3.449124,0.682045,221.632851,1394.053646,6.101061,0.852139,0.793412,Web/CloudOps,2.0
-bizitobs_application/10S/short,FLAIR,3053149.36071,2954232.202196,923.835439,2.577585,0.036569,0.037557,56.628706,1747.326346,0.067387,0.035629,0.0309,Web/CloudOps,2.0
-bizitobs_application/10S/medium,FLAIR,5214151.735438,5037355.291129,1265.815251,2.699271,0.038378,0.039313,50.919736,2283.451715,0.089664,0.049705,0.045335,Web/CloudOps,2.0
-bizitobs_application/10S/long,FLAIR,4614719.681185,4648785.853816,1301.277126,3.118087,0.04425,0.045029,62.932104,2148.189862,0.082847,0.050185,0.045876,Web/CloudOps,2.0
-bizitobs_l2c/5T/short,FLAIR,38.053987,38.674055,4.03517,0.407134,0.222701,0.255079,6.101872,6.168791,0.211861,0.138584,0.119158,Web/CloudOps,7.0
-bizitobs_l2c/5T/medium,FLAIR,168.692497,169.675222,8.746778,0.838769,0.505861,0.851973,22.991513,12.988168,0.683369,0.460209,0.434712,Web/CloudOps,7.0
-bizitobs_l2c/5T/long,FLAIR,244.4769,244.901897,11.148363,1.037409,0.711392,1.013531,34.831285,15.635757,0.877924,0.625964,0.604122,Web/CloudOps,7.0
-bizitobs_l2c/H/short,FLAIR,79.850689,81.04185,5.843653,0.584091,0.539408,0.657619,7.531685,8.935921,0.481669,0.314988,0.266817,Web/CloudOps,7.0
-bizitobs_l2c/H/medium,FLAIR,78.884638,78.678363,5.421253,0.54222,0.621303,0.786195,5.171357,8.881702,0.537801,0.328265,0.275321,Web/CloudOps,7.0
-bizitobs_l2c/H/long,FLAIR,104.989338,104.983806,6.203341,0.654278,0.778234,0.846113,8.595932,10.24643,0.625882,0.378918,0.32845,Web/CloudOps,7.0
-bizitobs_service/10S/short,FLAIR,605998.428223,605922.68773,154.74027,3.086034,0.175233,0.262737,98.674103,778.459009,0.576707,0.114637,0.111401,Web/CloudOps,2.0
-bizitobs_service/10S/medium,FLAIR,602477.872692,602241.376597,153.662695,2.909154,0.162959,0.257419,87.940429,776.194481,0.584182,0.11565,0.112114,Web/CloudOps,2.0
-bizitobs_service/10S/long,FLAIR,729774.613942,730117.685183,197.534894,3.1802,0.18037,0.280723,96.713707,854.268467,0.632869,0.14634,0.142735,Web/CloudOps,2.0
-car_parts/M/short,FLAIR,1.792608,1.722412,0.660947,1.220509,0.732436,1.809945,16.901956,1.338883,3.210505,1.584883,1.356623,Sales,1.0
-covid_deaths/D/short,FLAIR,6677828.2664,7059845.148225,463.456444,50.914718,0.183889,0.198496,1726.601088,2584.149428,0.972299,0.174378,0.162256,Healthcare,1.0
-electricity/15T/short,FLAIR,285273.869738,284127.952507,91.546647,1.71214,0.248252,0.247647,23.925489,534.110354,1.052837,0.180456,0.156343,Energy,1.0
-electricity/15T/medium,FLAIR,452238.921517,427089.279773,80.861118,1.341447,0.221844,0.198526,16.857183,672.487116,1.158763,0.139332,0.119783,Energy,1.0
-electricity/15T/long,FLAIR,524945.353838,514218.382828,87.747024,1.414433,0.225281,0.201635,18.175687,724.531127,1.143037,0.138432,0.118711,Energy,1.0
-electricity/D/short,FLAIR,5503783324.675714,5518612212.091473,7152.785961,1.903302,0.664162,0.120234,23.31726,74187.487656,1.219147,0.117544,0.10143,Energy,1.0
-electricity/H/short,FLAIR,2163879.941408,2081725.952063,204.764984,1.081388,0.252251,0.140622,14.944926,1471.013236,0.694423,0.096664,0.082036,Energy,1.0
-electricity/H/medium,FLAIR,7701766.388852,7651768.13739,277.308677,1.226978,0.256496,0.145049,14.995153,2775.205648,1.083254,0.108243,0.092043,Energy,1.0
-electricity/H/long,FLAIR,12304463.204619,12128438.264422,317.266711,1.362672,0.317979,0.157039,19.716888,3507.771829,1.383464,0.12513,0.108268,Energy,1.0
-electricity/W/short,FLAIR,481014101847.2584,419824328064.1828,62007.772924,2.278681,0.305302,0.130176,34.788293,693551.801848,1.582456,0.141481,0.128538,Energy,1.0
-ett1/15T/short,FLAIR,7.195579,7.165317,1.412866,0.88313,0.505065,0.31439,8.842143,2.682458,0.507096,0.26709,0.222834,Energy,7.0
-ett1/15T/medium,FLAIR,11.533485,11.490946,1.945585,1.223548,0.75362,0.485252,15.675397,3.396098,0.6473,0.37083,0.318716,Energy,7.0
-ett1/15T/long,FLAIR,11.29666,11.189992,1.983541,1.272148,0.774484,0.495703,15.88132,3.36105,0.64062,0.378065,0.324104,Energy,7.0
-ett1/D/short,FLAIR,51250.486327,51183.902926,153.891741,1.877311,1.069796,0.530517,14.447209,226.385703,0.59461,0.404202,0.315978,Energy,7.0
-ett1/H/short,FLAIR,115.622165,114.197526,5.812741,0.956377,0.580656,0.295978,8.367719,10.752775,0.501876,0.271304,0.222333,Energy,7.0
-ett1/H/medium,FLAIR,159.664138,154.791873,7.629981,1.399116,2257799293907.0454,0.461609,16.191042,12.635828,0.605226,0.365458,0.301674,Energy,7.0
-ett1/H/long,FLAIR,171.499766,170.275494,7.868098,1.417609,3678765894207.1353,0.479754,16.195751,13.095792,0.627129,0.376786,0.310338,Energy,7.0
-ett1/W/short,FLAIR,1472603.425705,1568082.427005,952.689838,1.614432,0.593575,0.577535,11.388831,1213.508725,0.482884,0.379098,0.30152,Energy,7.0
-ett2/15T/short,FLAIR,9.286643,9.290982,1.986894,0.855299,0.121636,0.141824,9.03973,3.047399,0.144671,0.094325,0.07797,Energy,7.0
-ett2/15T/medium,FLAIR,16.208221,16.285793,2.557266,1.033866,0.157264,0.18801,15.606158,4.025944,0.21455,0.136281,0.118613,Energy,7.0
-ett2/15T/long,FLAIR,13.802551,13.69992,2.453061,1.013543,0.156623,0.186757,14.489647,3.715178,0.197989,0.130728,0.1131,Energy,7.0
-ett2/D/short,FLAIR,172942.74734,172560.780098,270.115672,1.794398,0.370164,0.194781,13.569471,415.863857,0.23801,0.154594,0.123774,Energy,7.0
-ett2/H/short,FLAIR,134.279967,129.920424,7.159692,0.841662,0.134926,0.127542,7.638963,11.587923,0.146967,0.090805,0.074128,Energy,7.0
-ett2/H/medium,FLAIR,295.074582,270.769465,10.567769,1.192585,0.189745,0.205558,12.689838,17.177735,0.231481,0.142407,0.120946,Energy,7.0
-ett2/H/long,FLAIR,341.676369,334.974736,12.017753,1.389599,0.227693,0.253534,18.723606,18.48449,0.253131,0.164574,0.13985,Energy,7.0
-ett2/W/short,FLAIR,15020127.526667,14975782.573616,2989.284428,2.858662,0.455835,0.785019,77.451946,3875.580928,0.325102,0.250755,0.223562,Energy,7.0
-hierarchical_sales/D/short,FLAIR,28.904152,29.405994,2.44383,0.80004,0.713694,1.090304,8.296585,5.376258,1.649376,0.74974,0.6182,Sales,1.0
-hierarchical_sales/W/short,FLAIR,591.671201,554.566113,11.171678,0.87164,0.731343,0.561196,7.496027,24.324292,1.11674,0.512897,0.425196,Sales,1.0
-hospital/M/short,FLAIR,4032.746703,3773.820766,20.377408,0.849983,0.225179,0.194111,7.602336,63.503911,0.230534,0.073975,0.063495,Healthcare,1.0
-jena_weather/10T/short,FLAIR,1600.825454,1534.905086,9.212891,0.350149,0.471996,0.60038,6.698834,40.010317,0.248514,0.057224,0.055532,Nature,21.0
-jena_weather/10T/medium,FLAIR,1835.166357,1768.90763,12.274077,0.709708,0.937139,0.68265,17.367205,42.838842,0.262901,0.075326,0.069585,Nature,21.0
-jena_weather/10T/long,FLAIR,1738.116746,1695.377071,12.362763,0.749316,0.938406,0.684223,20.093047,41.690727,0.255113,0.07565,0.069587,Nature,21.0
-jena_weather/D/short,FLAIR,497.263326,503.012168,11.860051,1.680559,1.217421,0.494847,19.999208,22.299402,0.134279,0.071417,0.069577,Nature,21.0
-jena_weather/H/short,FLAIR,1250.049383,1261.07061,10.253078,0.63924,1.575806,0.633775,7.207232,35.356037,0.21673,0.062851,0.055833,Nature,21.0
-jena_weather/H/medium,FLAIR,2201.087487,2379.781642,15.857081,0.970629,3.875836,0.696164,11.460743,46.915749,0.287086,0.097032,0.08426,Nature,21.0
-jena_weather/H/long,FLAIR,2425.481788,2660.467677,18.103958,1.27842,3.382293,0.714027,23.925342,49.249181,0.296535,0.109006,0.094515,Nature,21.0
-kdd_cup_2018/D/short,FLAIR,3019.266275,3190.792294,24.055947,1.379701,0.590966,0.564962,11.631778,54.947851,1.23089,0.538879,0.432154,Nature,1.0
-kdd_cup_2018/H/short,FLAIR,5187.691606,5218.764232,27.694655,1.121864,1.086002,0.602443,11.403714,72.025632,1.507627,0.579699,0.473166,Nature,1.0
-kdd_cup_2018/H/medium,FLAIR,5503.072207,5714.157822,27.896748,1.115329,0.949641,0.610331,11.500526,74.182695,1.552778,0.583929,0.478403,Nature,1.0
-kdd_cup_2018/H/long,FLAIR,4279.71734,4512.842212,26.001371,1.080826,0.945243,0.670329,10.512949,65.419549,1.535007,0.610097,0.493939,Nature,1.0
-loop_seattle/5T/short,FLAIR,55.964994,55.040163,4.468691,0.699767,0.123428,0.093621,9.672664,7.480975,0.128282,0.076628,0.065192,Transport,1.0
-loop_seattle/5T/medium,FLAIR,123.408361,122.021457,7.375633,1.155157,0.243324,0.161761,14.462783,11.108932,0.197651,0.131228,0.111721,Transport,1.0
-loop_seattle/5T/long,FLAIR,131.650726,131.622742,7.688454,1.203303,0.258192,0.165426,15.921891,11.473915,0.202861,0.135933,0.116338,Transport,1.0
-loop_seattle/D/short,FLAIR,19.991497,20.255072,3.113265,0.946292,0.057503,0.057453,9.156445,4.471185,0.079906,0.055638,0.045696,Transport,1.0
-loop_seattle/H/short,FLAIR,69.663251,66.481279,5.119614,1.03257,0.135707,0.113674,12.052111,8.346451,0.147741,0.090622,0.07635,Transport,1.0
-loop_seattle/H/medium,FLAIR,85.288944,83.166444,5.790581,1.187697,0.135366,0.127333,13.856833,9.235201,0.163231,0.102348,0.085608,Transport,1.0
-loop_seattle/H/long,FLAIR,67.709377,66.328951,5.052574,1.050426,0.146388,0.11423,11.303713,8.228571,0.147056,0.090296,0.075694,Transport,1.0
-m4_daily/D/short,FLAIR,661670.074242,657104.445645,212.825541,3.992692,0.048861,0.036238,43.483738,813.431051,0.125653,0.032876,0.027268,Econ/Fin,1.0
-m4_hourly/H/short,FLAIR,2843728.779584,2694343.505189,341.431541,1.157729,0.113998,0.103514,11.478383,1686.335904,0.230222,0.046613,0.037745,Econ/Fin,1.0
-m4_monthly/M/short,FLAIR,2544441.374933,2513610.638785,678.474073,1.181105,0.185453,0.158987,13.451944,1595.13052,0.331523,0.14101,0.117855,Econ/Fin,1.0
-m4_quarterly/Q/short,FLAIR,2240651.810784,2236066.438308,650.188606,1.373196,0.136539,0.11464,21.328299,1496.880694,0.250551,0.10883,0.094939,Econ/Fin,1.0
-m4_weekly/W/short,FLAIR,537766.984555,561395.530572,355.584923,2.630072,0.088443,0.095629,38.41102,733.325974,0.133601,0.064782,0.054332,Econ/Fin,1.0
-m4_yearly/A/short,FLAIR,5186795.432271,5169966.501151,1006.517159,3.597574,0.194461,0.153218,86.373843,2277.453717,0.3652,0.1614,0.148547,Econ/Fin,1.0
-m_dense/D/short,FLAIR,11573.302152,10452.751583,53.405998,0.781016,0.13743,0.112812,8.982778,107.579283,0.186236,0.092454,0.077742,Transport,1.0
-m_dense/H/short,FLAIR,55670.010345,52775.209183,104.416417,0.922903,0.337586,0.255381,12.178165,235.944931,0.418508,0.185209,0.160404,Transport,1.0
-m_dense/H/medium,FLAIR,43185.119763,41458.576142,95.525844,0.816695,0.296138,0.234144,10.102253,207.810298,0.361564,0.166203,0.14059,Transport,1.0
-m_dense/H/long,FLAIR,40532.159768,40186.004719,94.935641,0.815407,0.305359,0.223621,10.648454,201.326004,0.348525,0.164348,0.138568,Transport,1.0
-restaurant/D/short,FLAIR,160.890386,164.59151,7.731758,0.741995,0.60565,0.442838,5.533599,12.684257,0.583759,0.355833,0.282212,Sales,1.0
-saugeen/D/short,FLAIR,1228.608939,1231.966619,14.72686,3.272319,0.363701,0.382326,68.18581,35.051518,1.135327,0.477007,0.439209,Nature,1.0
-saugeen/M/short,FLAIR,456.867515,471.128939,13.436952,0.787388,0.377592,0.373823,8.8189,21.374459,0.641725,0.403418,0.344567,Nature,1.0
-saugeen/W/short,FLAIR,1266.968299,1341.821898,17.631562,1.430239,0.479975,0.4635,20.129617,35.594498,1.07445,0.532223,0.464748,Nature,1.0
-solar/10T/short,FLAIR,30.718916,28.732333,2.512202,1.113748,2.865318,1.597631,32.46704,5.542465,1.612302,0.730799,0.739499,Energy,1.0
-solar/10T/medium,FLAIR,32.285488,29.144802,2.72141,1.202216,2.975353,1.526288,24.81524,5.682032,1.260865,0.603892,0.582982,Energy,1.0
-solar/10T/long,FLAIR,33.615269,32.950601,2.91844,1.282497,2.247992,1.548964,25.956038,5.797868,1.253116,0.630774,0.593517,Energy,1.0
-solar/D/short,FLAIR,156616.627492,163228.913023,283.320904,1.106293,1.164147,0.458224,6.974232,395.748187,0.571721,0.409302,0.326673,Energy,1.0
-solar/H/short,FLAIR,744.455708,752.377103,11.619973,0.896717,4.883866,1.41166,14.929178,27.284716,1.005724,0.428316,0.416806,Energy,1.0
-solar/H/medium,FLAIR,944.740737,967.51114,12.684441,0.968355,6.083946,1.410593,17.058413,30.736635,1.107205,0.456923,0.447573,Energy,1.0
-solar/H/long,FLAIR,929.439517,997.296112,13.477972,1.022344,7.952498,1.413964,14.008011,30.48671,1.05703,0.467306,0.44089,Energy,1.0
-solar/W/short,FLAIR,4077347.24814,3977926.586558,1652.997112,1.826742,0.382885,0.304051,10.133536,2019.244227,0.412178,0.337418,0.280321,Energy,1.0
-sz_taxi/15T/short,FLAIR,18.533259,18.714639,2.917921,0.582821,1306270471980.2302,0.415518,4.801468,4.305027,0.402538,0.272838,0.217082,Transport,1.0
-sz_taxi/15T/medium,FLAIR,18.712455,18.910555,2.969173,0.58057,9810524484365.896,0.43454,4.902065,4.32579,0.402587,0.276331,0.221268,Transport,1.0
-sz_taxi/15T/long,FLAIR,19.150132,19.497278,3.042311,0.580186,6212742905850.915,0.463856,4.620976,4.376086,0.405043,0.281591,0.224704,Transport,1.0
-sz_taxi/H/short,FLAIR,8.450377,8.512113,2.051811,0.620046,1.228518,0.34008,4.88059,2.906953,0.270801,0.191139,0.151787,Transport,1.0
-temperature_rain/D/short,FLAIR,190.192881,199.440012,6.608534,1.598514,56.475201,1.493477,21.742551,13.791044,1.62357,0.777999,0.63979,Nature,1.0
-us_births/D/short,FLAIR,206045.486783,205260.686126,294.295415,0.432954,0.028034,0.027822,4.659946,453.922336,0.042552,0.027588,0.022556,Healthcare,1.0
-us_births/M/short,FLAIR,53967221.339509,41819219.916002,5339.972886,0.605095,0.016438,0.016592,4.911271,7346.238584,0.022817,0.016586,0.013374,Healthcare,1.0
-us_births/W/short,FLAIR,4603854.104691,4555166.250777,1518.899989,1.380526,0.020485,0.020491,12.842605,2145.659364,0.029127,0.020619,0.017214,Healthcare,1.0
+bitbrains_fast_storage/5T/short,FLAIR,1850181.788772,1961979.878222,189.334181,1.031054,1.706726,0.759269,18.634768,1360.213876,4.270735,0.594463,0.475757,Web/CloudOps,2.0
+bitbrains_fast_storage/5T/medium,FLAIR,3089185.636474,2725474.344948,259.905522,1.150698,2.869881,0.819706,23.145631,1757.60793,5.340098,0.789665,0.634588,Web/CloudOps,2.0
+bitbrains_fast_storage/5T/long,FLAIR,3870749.500543,3412183.464442,332.270565,1.057047,2.944249,0.825899,18.201638,1967.422044,5.199309,0.878092,0.686206,Web/CloudOps,2.0
+bitbrains_fast_storage/H/short,FLAIR,3541157.603919,3207529.119921,328.313916,1.349713,3.60523,0.631374,26.418162,1881.796377,5.363731,0.935801,0.706016,Web/CloudOps,2.0
+bitbrains_rnd/5T/short,FLAIR,1689852.379026,1998732.742075,142.946529,1.90451,0.655505,0.68344,59.241876,1299.943221,5.318992,0.584896,0.508343,Web/CloudOps,2.0
+bitbrains_rnd/5T/medium,FLAIR,2068147.212364,2243283.733878,154.510685,4.854896,0.758472,0.753698,163.739439,1438.105425,6.050843,0.650105,0.607621,Web/CloudOps,2.0
+bitbrains_rnd/5T/long,FLAIR,2220092.666006,2396734.77474,174.266799,3.923924,0.968579,0.752076,121.322635,1489.997539,5.707845,0.667577,0.613817,Web/CloudOps,2.0
+bitbrains_rnd/H/short,FLAIR,2828822.958246,1856943.139462,181.405653,6.777104,2.54024,0.68707,200.118106,1681.910508,7.360864,0.79392,0.745809,Web/CloudOps,2.0
+bizitobs_application/10S/short,FLAIR,3461225.63034,3668475.526676,1038.653151,2.603584,0.037352,0.038603,40.835508,1860.436946,0.07175,0.040057,0.033916,Web/CloudOps,2.0
+bizitobs_application/10S/medium,FLAIR,6885296.418773,6593777.713829,1513.188079,2.933692,0.04273,0.043866,44.905991,2623.984836,0.103036,0.059418,0.053514,Web/CloudOps,2.0
+bizitobs_application/10S/long,FLAIR,10511285.649384,10097124.945301,1926.834039,3.584097,0.052467,0.054224,62.961789,3242.111295,0.125035,0.07431,0.068232,Web/CloudOps,2.0
+bizitobs_l2c/5T/short,FLAIR,40.305596,43.777371,4.31236,0.434458,0.219747,0.265557,3.442309,6.348669,0.218039,0.148104,0.118876,Web/CloudOps,7.0
+bizitobs_l2c/5T/medium,FLAIR,155.830563,185.708091,9.202962,0.878664,0.520547,0.883825,6.427817,12.483211,0.6568,0.484211,0.383639,Web/CloudOps,7.0
+bizitobs_l2c/5T/long,FLAIR,225.697657,253.159514,11.260354,1.050876,0.695098,1.039318,6.972115,15.023237,0.843532,0.632252,0.504379,Web/CloudOps,7.0
+bizitobs_l2c/H/short,FLAIR,74.75436,79.698123,5.606226,0.562345,0.459987,0.639593,5.535041,8.64606,0.466045,0.30219,0.24185,Web/CloudOps,7.0
+bizitobs_l2c/H/medium,FLAIR,70.764404,72.157727,4.893113,0.506441,0.516806,0.769737,4.129872,8.412158,0.509369,0.296285,0.24079,Web/CloudOps,7.0
+bizitobs_l2c/H/long,FLAIR,89.110345,88.348721,5.511537,0.592373,0.720953,0.793724,7.137358,9.439828,0.576612,0.336661,0.277207,Web/CloudOps,7.0
+bizitobs_service/10S/short,FLAIR,10376.371127,10537.262739,36.052717,1.311741,0.069499,0.06409,25.31317,101.864474,0.075464,0.026709,0.02274,Web/CloudOps,2.0
+bizitobs_service/10S/medium,FLAIR,7786.366517,7718.054646,35.463847,1.167978,0.067353,0.06138,14.337895,88.240391,0.066412,0.026691,0.022632,Web/CloudOps,2.0
+bizitobs_service/10S/long,FLAIR,137443.258028,137488.659941,84.123233,1.526814,0.085166,0.083637,26.129533,370.733406,0.274651,0.062321,0.058027,Web/CloudOps,2.0
+car_parts/M/short,FLAIR,1.773719,1.56224,0.620341,1.126023,0.760827,1.811792,21.139509,1.33181,3.193545,1.487513,1.260771,Sales,1.0
+covid_deaths/D/short,FLAIR,3622554.51094,5922885.787662,422.387989,48.561735,0.170089,0.18868,1030.789022,1903.300951,0.716126,0.158926,0.126225,Healthcare,1.0
+electricity/15T/short,FLAIR,213724.465868,211661.179902,77.481259,1.4362,0.229188,0.218454,20.292846,462.303435,0.911291,0.152731,0.129514,Energy,1.0
+electricity/15T/medium,FLAIR,314364.359462,308441.747095,66.011656,1.065215,0.18835,0.166568,8.324272,560.682048,0.966112,0.113745,0.089924,Energy,1.0
+electricity/15T/long,FLAIR,382211.834167,381804.918709,70.729951,1.109749,0.194464,0.166967,8.411959,618.232832,0.975338,0.111585,0.088022,Energy,1.0
+electricity/D/short,FLAIR,1843269096.031271,1829913346.464087,4967.666181,1.849477,0.496123,0.136942,14.528006,42933.309866,0.705537,0.081635,0.066546,Energy,1.0
+electricity/H/short,FLAIR,2259368.728727,2193714.013116,216.49523,1.170461,0.265911,0.152193,13.003,1503.119665,0.70958,0.102201,0.083649,Energy,1.0
+electricity/H/medium,FLAIR,7592368.078063,7559947.792591,281.517818,1.248314,0.22175,0.149872,10.663955,2755.425208,1.075533,0.109886,0.087066,Energy,1.0
+electricity/H/long,FLAIR,12548513.277844,12149622.470819,321.070555,1.35557,0.318959,0.15969,11.775291,3542.388076,1.397117,0.12663,0.100307,Energy,1.0
+electricity/W/short,FLAIR,382070587273.97784,309793986282.5491,60310.690784,2.191932,0.335149,0.133983,17.063438,618118.58674,1.410343,0.137609,0.106149,Energy,1.0
+ett1/15T/short,FLAIR,4.840172,4.865366,1.153481,0.737157,0.422858,0.263028,6.586605,2.200039,0.415899,0.218056,0.187018,Energy,7.0
+ett1/15T/medium,FLAIR,10.074151,10.139764,1.845795,1.158775,0.789621,0.461589,9.664022,3.17398,0.604964,0.35181,0.291919,Energy,7.0
+ett1/15T/long,FLAIR,9.151242,9.223247,1.836505,1.172419,0.77232,0.469546,9.323802,3.025102,0.576587,0.35004,0.29017,Energy,7.0
+ett1/D/short,FLAIR,41130.769332,42299.460004,141.852157,1.861823,0.963533,0.520575,12.102551,202.807222,0.53268,0.372579,0.283622,Energy,7.0
+ett1/H/short,FLAIR,106.009574,109.501953,5.728063,0.960997,0.576508,0.316661,6.251517,10.296095,0.480561,0.267352,0.20463,Energy,7.0
+ett1/H/medium,FLAIR,149.689198,150.190555,7.6801,1.442836,5606584966663.03,0.496392,9.441057,12.234754,0.586016,0.367859,0.282236,Energy,7.0
+ett1/H/long,FLAIR,157.946885,160.371231,7.885465,1.486279,2904272148511.708,0.514485,8.933299,12.567692,0.60184,0.377618,0.288656,Energy,7.0
+ett1/W/short,FLAIR,1167289.967611,1329405.655585,893.058402,1.544694,0.559988,0.578725,7.724213,1080.411943,0.429922,0.355369,0.26286,Energy,7.0
+ett2/15T/short,FLAIR,8.217507,8.131815,1.890033,0.822152,0.115546,0.141355,6.020578,2.866619,0.136089,0.089727,0.071025,Energy,7.0
+ett2/15T/medium,FLAIR,14.019232,14.043818,2.487013,1.058483,0.166013,0.206621,7.902737,3.744227,0.199537,0.132537,0.105434,Energy,7.0
+ett2/15T/long,FLAIR,14.097878,14.167888,2.609613,1.128324,0.180034,0.227969,7.989874,3.754714,0.200095,0.139071,0.110161,Energy,7.0
+ett2/D/short,FLAIR,162191.584235,163412.76724,262.595635,1.742154,0.386267,0.187998,14.1436,402.730163,0.230493,0.15029,0.118329,Energy,7.0
+ett2/H/short,FLAIR,133.078359,133.737308,7.303157,0.853497,0.133563,0.128936,6.143107,11.535959,0.146308,0.092624,0.074214,Energy,7.0
+ett2/H/medium,FLAIR,280.742444,289.775368,11.166212,1.274456,0.202574,0.224619,9.587599,16.755371,0.225789,0.150472,0.120665,Energy,7.0
+ett2/H/long,FLAIR,339.316712,343.087582,12.581082,1.484835,0.24539,0.284732,10.406537,18.420551,0.252255,0.172288,0.135008,Energy,7.0
+ett2/W/short,FLAIR,6315141.866964,6888917.589181,1777.283571,1.186283,0.181505,0.215782,10.372136,2512.994601,0.210802,0.149087,0.114522,Energy,7.0
+hierarchical_sales/D/short,FLAIR,27.953458,28.774631,2.346999,0.763271,0.650169,1.034017,7.359773,5.287103,1.622025,0.720033,0.584683,Sales,1.0
+hierarchical_sales/W/short,FLAIR,518.716583,471.545616,9.942075,0.806206,0.644894,0.502352,7.015051,22.77535,1.045627,0.456446,0.380648,Sales,1.0
+hospital/M/short,FLAIR,4292.641743,3857.639046,20.503138,0.847519,0.222286,0.193896,7.420041,65.518255,0.237846,0.074431,0.062843,Healthcare,1.0
+jena_weather/10T/short,FLAIR,1524.970929,1519.98963,8.94825,0.345933,0.470593,0.600131,5.431055,39.050876,0.242555,0.05558,0.052949,Nature,21.0
+jena_weather/10T/medium,FLAIR,3016.552722,2567.587789,14.234128,0.718914,0.983517,0.67974,10.505222,54.923153,0.337062,0.087355,0.072498,Nature,21.0
+jena_weather/10T/long,FLAIR,3918.288827,3327.985324,16.561529,0.783381,1.095654,0.689473,10.734536,62.596237,0.383037,0.101343,0.082667,Nature,21.0
+jena_weather/D/short,FLAIR,458.666145,440.889611,11.025028,1.555238,0.919459,0.478742,12.450041,21.416492,0.128962,0.066389,0.05584,Nature,21.0
+jena_weather/H/short,FLAIR,4334.452895,4522.818394,19.423813,0.735018,1.884631,0.64173,6.057563,65.836562,0.403574,0.119067,0.088648,Nature,21.0
+jena_weather/H/medium,FLAIR,5927.664077,5594.478026,22.580497,1.053663,4.073227,0.703914,6.970148,76.991325,0.471124,0.138174,0.103252,Nature,21.0
+jena_weather/H/long,FLAIR,5585.877058,5278.119083,24.018868,1.367185,3.778352,0.713,12.688596,74.738725,0.45001,0.14462,0.109693,Nature,21.0
+kdd_cup_2018/D/short,FLAIR,2864.29388,3131.515346,22.369545,1.267537,0.501813,0.505587,10.633776,53.519098,1.198885,0.501102,0.40259,Nature,1.0
+kdd_cup_2018/H/short,FLAIR,5234.557889,5556.139165,27.567157,1.099982,0.854878,0.613019,8.825871,72.350245,1.514422,0.577031,0.465321,Nature,1.0
+kdd_cup_2018/H/medium,FLAIR,5540.046758,6117.465064,29.592479,1.174892,0.781434,0.67172,9.605996,74.43149,1.557986,0.619424,0.496063,Nature,1.0
+kdd_cup_2018/H/long,FLAIR,4178.391186,4686.847707,26.900897,1.111208,0.833562,0.703067,8.815977,64.640476,1.516727,0.631204,0.504819,Nature,1.0
+loop_seattle/5T/short,FLAIR,50.734254,50.812445,4.311971,0.669906,0.117435,0.090481,7.767348,7.122798,0.12214,0.073941,0.063407,Transport,1.0
+loop_seattle/5T/medium,FLAIR,106.007994,107.023747,7.097911,1.105036,0.225139,0.156903,10.13793,10.296018,0.183187,0.126286,0.104403,Transport,1.0
+loop_seattle/5T/long,FLAIR,113.334425,114.139274,7.353475,1.144761,0.232822,0.160657,10.49404,10.645864,0.188221,0.130011,0.1078,Transport,1.0
+loop_seattle/D/short,FLAIR,19.966862,20.180904,3.024179,0.916046,0.055817,0.055787,9.786001,4.46843,0.079857,0.054046,0.044885,Transport,1.0
+loop_seattle/H/short,FLAIR,67.53941,72.800205,4.695224,0.956279,0.125999,0.105605,8.821645,8.218236,0.145471,0.08311,0.067611,Transport,1.0
+loop_seattle/H/medium,FLAIR,70.484305,75.25891,4.851511,0.999048,0.126041,0.108629,9.058185,8.395493,0.148389,0.08575,0.069393,Transport,1.0
+loop_seattle/H/long,FLAIR,63.864484,69.765268,4.508513,0.945902,0.127593,0.102915,8.446906,7.991526,0.142819,0.080573,0.065267,Transport,1.0
+m4_daily/D/short,FLAIR,660862.491788,617491.567341,250.410411,4.678046,0.052698,0.040248,41.710699,812.934494,0.125576,0.038681,0.031198,Econ/Fin,1.0
+m4_hourly/H/short,FLAIR,2834082.592992,2871128.034778,330.335475,1.937091,0.116298,0.10563,14.607513,1683.473372,0.229831,0.045098,0.034969,Econ/Fin,1.0
+m4_monthly/M/short,FLAIR,2452838.909716,2461151.068088,671.674063,1.180071,0.182841,0.158485,11.890283,1566.154178,0.325501,0.139597,0.114126,Econ/Fin,1.0
+m4_quarterly/Q/short,FLAIR,2215835.844741,2203436.606243,657.100497,1.419418,0.137051,0.118023,12.367316,1488.568388,0.24916,0.109987,0.087897,Econ/Fin,1.0
+m4_weekly/W/short,FLAIR,650947.810996,738571.505004,386.637443,2.951123,0.08879,0.094701,21.743451,806.813368,0.146989,0.070439,0.055848,Econ/Fin,1.0
+m4_yearly/A/short,FLAIR,3950048.289444,3959601.670567,923.913278,3.340066,0.179428,0.147955,47.541422,1987.47284,0.3187,0.148154,0.123967,Econ/Fin,1.0
+m_dense/D/short,FLAIR,10737.687611,10081.512165,53.34104,0.765459,0.135229,0.110389,7.504545,103.622814,0.179386,0.092341,0.075768,Transport,1.0
+m_dense/H/short,FLAIR,47726.976111,49149.863304,95.879421,0.851702,0.297758,0.22158,8.969525,218.465046,0.387503,0.170066,0.140218,Transport,1.0
+m_dense/H/medium,FLAIR,37072.597982,35965.22766,84.244302,0.730427,0.250014,0.198901,7.179231,192.542458,0.335,0.146574,0.120146,Transport,1.0
+m_dense/H/long,FLAIR,36025.357388,35044.503766,82.665804,0.716018,0.243001,0.192714,6.791129,189.80347,0.328578,0.143107,0.117014,Transport,1.0
+restaurant/D/short,FLAIR,147.54565,153.64722,7.370325,0.708898,0.559852,0.42691,5.122395,12.146837,0.559026,0.339199,0.267713,Sales,1.0
+saugeen/D/short,FLAIR,1075.253458,1161.636203,14.079207,3.128265,0.350934,0.377257,33.395467,32.791058,1.06211,0.456029,0.38286,Nature,1.0
+saugeen/M/short,FLAIR,358.730943,384.486665,11.915309,0.698228,0.337496,0.34743,4.61797,18.940194,0.568641,0.357733,0.280743,Nature,1.0
+saugeen/W/short,FLAIR,1259.01786,1368.24285,17.496778,1.419306,0.465442,0.46171,15.345967,35.482642,1.071073,0.528155,0.444676,Nature,1.0
+solar/10T/short,FLAIR,21.502049,21.134694,2.22319,0.973002,4.063325,1.557583,20.6418,4.63703,1.348912,0.646726,0.567897,Energy,1.0
+solar/10T/medium,FLAIR,22.285087,23.254329,2.064552,0.907167,4.506773,1.456101,6.618648,4.720708,1.047544,0.458132,0.376245,Energy,1.0
+solar/10T/long,FLAIR,24.119991,24.730938,2.133341,0.937516,4.462763,1.458461,6.806448,4.911211,1.06148,0.461088,0.381895,Energy,1.0
+solar/D/short,FLAIR,144099.173088,141984.554536,261.04219,1.018505,1.134239,0.433871,6.987677,379.603969,0.548398,0.377117,0.307979,Energy,1.0
+solar/H/short,FLAIR,771.627007,809.205143,11.993313,0.926729,5.164232,1.414502,5.995014,27.778175,1.023913,0.442078,0.349562,Energy,1.0
+solar/H/medium,FLAIR,982.164893,1009.694715,13.127566,1.004341,6.492949,1.418275,6.882217,31.33951,1.128922,0.472886,0.3843,Energy,1.0
+solar/H/long,FLAIR,1038.20218,1043.379372,13.820167,1.051881,8.932922,1.42194,7.317692,32.221145,1.117166,0.47917,0.388628,Energy,1.0
+solar/W/short,FLAIR,4668817.896786,4840478.470899,1848.612224,2.04573,0.426232,0.332961,7.667017,2160.744755,0.441062,0.377348,0.29339,Energy,1.0
+sz_taxi/15T/short,FLAIR,17.545821,17.871942,2.845765,0.569614,755443770421.0927,0.41726,4.320174,4.188773,0.391668,0.266091,0.210131,Transport,1.0
+sz_taxi/15T/medium,FLAIR,18.56675,18.836291,2.969,0.584471,7495328617797.018,0.446272,4.39397,4.308915,0.401016,0.276315,0.218617,Transport,1.0
+sz_taxi/15T/long,FLAIR,18.895062,19.463099,3.03671,0.580946,4790559562338.759,0.47612,4.382015,4.346845,0.402336,0.281072,0.222381,Transport,1.0
+sz_taxi/H/short,FLAIR,9.762257,9.234965,2.16733,0.659879,1.183917,0.342314,4.859285,3.124461,0.291063,0.2019,0.159594,Transport,1.0
+temperature_rain/D/short,FLAIR,177.911806,201.170931,6.327847,1.490646,44.083056,1.462945,20.922851,13.338358,1.570277,0.744955,0.597251,Nature,1.0
+us_births/D/short,FLAIR,204334.230966,195260.071524,288.167033,0.424034,0.027383,0.027192,3.914209,452.03344,0.042374,0.027013,0.021914,Healthcare,1.0
+us_births/M/short,FLAIR,50674522.299581,53032560.721059,5702.373421,0.646012,0.017626,0.017835,5.313125,7118.603957,0.02211,0.017712,0.014469,Healthcare,1.0
+us_births/W/short,FLAIR,5640081.115972,5659928.877777,1715.910759,1.558643,0.022991,0.023084,12.406499,2374.885495,0.032239,0.023293,0.018962,Healthcare,1.0

results/FLAIR/config.json

@@ -2,9 +2,9 @@
     "model": "FLAIR",
     "model_type": "statistical",
     "model_dtype": "float64",
-    "model_link": "",
-    "code_link": "",
+    "model_link": "https://github.com/TakatoHonda/FLAIR",
+    "code_link": "https://github.com/TakatoHonda/FLAIR",
     "org": "Mellon Inc.",
     "testdata_leakage": "No",
-    "replication_code_available": "No"
-}
+    "replication_code_available": "Yes"
+}