| record_type,model,dataset,session,is_active_model,analysis,decoder,metric,decode_score,decode_mse,baseline_score,full_score,perturbation_auc,iterations,converged,final_error,perturbation_fraction,rotation_angle_deg,rotation_subspace_dim,trial_selection_mode,shapley_n_values,shapley_mean_value,shapley_median_value,shapley_min_value,shapley_max_value,shapley_fraction_positive,shapley_fraction_negative,source_path | |
| shapley_json,blend,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.5904201680672269,,0.1336116910229645,0.5907983193277311,0.5619898260972437,1900,True,0.09775381535291672,0.3298538622129436,75.0,96,random,479,0.0009527943813493745,0.0008584309834986925,-0.004582080990076065,0.012041931040585041,0.7369519832985386,0.2630480167014614,shap_trial_results/blend/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.734700083732605,10.749096870422363,-0.002027639307195973,0.7347452633859735,0.9597293814432989,1800,True,0.0885990709066391,0.3310344827586207,75.0,96,random,290,0.0025338021825581534,0.015042021870613098,-0.2899482846260071,0.07558442652225494,0.6655172413793103,0.33448275862068966,shap_trial_results/blend/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.8632873296737671,1.980250597000122,-0.019771603158179794,0.8632873338289009,0.9332779623477298,3000,False,0.1479770988225937,0.328125,75.0,96,random,256,0.0034271386328157405,0.006150692468509078,-0.06608783453702927,0.04385935887694359,0.59765625,0.40234375,shap_trial_results/blend/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9044732451438904,0.00697106309235096,-0.12875687977286387,0.9044733399480394,0.999921377466782,1100,True,0.0873885229229927,0.32916666666666666,75.0,96,random,240,0.004304793781678503,0.01560328109189868,-0.09117476642131805,0.075927734375,0.6708333333333333,0.32916666666666666,shap_trial_results/blend/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,blend,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.06787878787878789,,0.14074074074074075,0.06545454545454546,0.4706172839506173,500,True,0.09166430681943893,0.3333333333333333,75.0,96,random,135,-0.0005271659877271978,-0.0007894949521869421,-0.0076813469640910625,0.005548552144318819,0.45185185185185184,0.5481481481481482,shap_trial_results/blend/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.734873949579832,,0.1336116910229645,0.7352100840336134,0.5689301628613116,1300,True,0.0768178254365921,0.3298538622129436,75.0,96,random,479,0.0012454949047140812,0.001168429502286017,-0.0033308325801044703,0.009066388942301273,0.8308977035490606,0.16910229645093947,shap_trial_results/blend_ndt/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.7337040901184082,10.78945255279541,-0.0053540788811115465,0.7337042555333257,0.9000751718213058,3000,False,0.12132363021373749,0.3310344827586207,75.0,96,random,290,0.0025331770988549548,0.004909476498141885,-0.040586356073617935,0.013030324131250381,0.7517241379310344,0.2482758620689655,shap_trial_results/blend_ndt/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.7596782445907593,3.4848623275756836,-0.022072614007795126,0.7596781265399295,0.9199889258028793,2700,True,0.08327265828847885,0.328125,75.0,96,random,256,0.0030389105658059634,0.005921338452026248,-0.039490096271038055,0.01940164342522621,0.703125,0.296875,shap_trial_results/blend_ndt/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.845917820930481,0.011325627565383911,-0.1563405256369745,0.8459178247024084,0.8665775611290196,2800,True,0.09412077814340591,0.32916666666666666,75.0,96,random,240,0.004161888393718982,0.005461745895445347,-0.04771656543016434,0.029053382575511932,0.6375,0.3625,shap_trial_results/blend_ndt/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,blend_ndt,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.36848484848484847,,0.14074074074074075,0.36848484848484847,0.7165432098765432,1000,True,0.0914798304438591,0.3333333333333333,75.0,96,random,135,0.0016869484904250217,0.0002975084353238344,-0.005409697070717812,0.021779797971248627,0.562962962962963,0.43703703703703706,shap_trial_results/blend_ndt/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,cebra,allen_neuropixels,721123822,True,subspace_rotation,cuml_knn,accuracy,0.4439495798319328,,0.1336116910229645,0.4439495798319328,0.5309554793170077,3000,False,0.2491171956062317,0.3298538622129436,75.0,96,random,479,0.0006486681317301286,0.0007160399109125137,-0.000428905215812847,0.0019113054731860757,0.7599164926931107,0.24008350730688935,shap_trial_results/cebra/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,cebra,mc_pacman,mc_pacman,True,subspace_rotation,cuml_knn,r2,0.38707834482192993,24.833608627319336,-0.31979843735694885,0.38707834482192993,0.8420854810996563,1500,True,0.08625944703817368,0.3310344827586207,75.0,96,random,290,0.0024369621608237705,0.002981571014970541,-0.027114327996969223,0.0213963333517313,0.696551724137931,0.30344827586206896,shap_trial_results/cebra/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,cebra,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_knn,r2,0.6672760248184204,4.826430320739746,-0.338843344449997,0.6672760248184204,0.7903516057585825,2500,True,0.09084710478782654,0.328125,75.0,96,random,256,0.003927683739959775,0.004716858267784119,-0.040615689009428024,0.015803290531039238,0.80078125,0.19921875,shap_trial_results/cebra/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,cebra,speech,t12,True,subspace_rotation,cuml_knn,accuracy,0.4024242424242424,,0.14074074074074075,0.4024242424242424,0.5249382716049382,700,True,0.07866682857275009,0.3333333333333333,75.0,96,random,135,0.001937831957130348,0.0013608465669676661,-0.00517845107242465,0.01157441083341837,0.5703703703703704,0.42962962962962964,shap_trial_results/cebra/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,dnn,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.09243697478991597,,0.1336116910229645,0.09243697478991597,0.5455952521787137,2300,True,0.09575560688972473,0.3298538622129436,75.0,96,random,479,-8.595974389463909e-05,-4.201299452688545e-05,-0.0007252428331412375,0.0003291933098807931,0.20041753653444677,0.7974947807933194,shap_trial_results/dnn/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,dnn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8225066065788269,7.191459655761719,-0.018482131198155526,0.8225051692915591,0.6193621134020619,1600,True,0.09621287882328033,0.3310344827586207,75.0,96,random,290,0.0028822946480870776,0.002977527678012848,-0.005477442871779203,0.009142875671386719,0.9241379310344827,0.07586206896551724,shap_trial_results/dnn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,dnn,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.8094831705093384,2.762199640274048,-0.07393979230752228,0.8094831973387415,0.6870847176079734,2300,True,0.09650570154190063,0.328125,75.0,96,random,256,0.0034352398662349515,0.003926559118553996,-0.0075371721759438515,0.010597188025712967,0.875,0.125,shap_trial_results/dnn/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,dnn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8576648831367493,0.010468014515936375,-0.1695249612701854,0.8576651119089684,0.7351206855884895,3000,False,0.11209556460380554,0.32916666666666666,75.0,96,random,240,0.004265829199509122,0.0053560566157102585,-0.030063698068261147,0.019181981682777405,0.6833333333333333,0.31666666666666665,shap_trial_results/dnn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,dnn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.7248484848484849,,0.14074074074074075,0.7248484848484849,0.5597530864197531,1600,True,0.06778968870639801,0.3333333333333333,75.0,96,random,135,0.004323749858519511,0.0026278619188815355,-0.003814141498878598,0.02607424184679985,0.8296296296296296,0.17037037037037037,shap_trial_results/dnn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gpfa,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.4992436974789916,,0.1336116910229645,0.4992857142857143,0.5307977443905517,1500,True,0.08388659358024597,0.3298538622129436,75.0,96,random,479,0.0007630008627275175,0.0007006512605585158,-0.0038293791003525257,0.008230087347328663,0.6659707724425887,0.33402922755741127,shap_trial_results/gpfa/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gpfa,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.36650824546813965,25.667043685913086,-0.00038177846337592356,0.36650815068789755,0.7993986254295533,3000,False,0.2062099128961563,0.3310344827586207,75.0,96,random,290,0.0012635097150419385,0.004491699161008,-0.06986160576343536,0.03856688737869263,0.6344827586206897,0.36551724137931035,shap_trial_results/gpfa/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gpfa,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.7013036012649536,4.335640907287598,-0.017257736036274677,0.7013036748770701,0.8461378737541528,3000,True,0.08884525299072266,0.328125,75.0,96,random,256,0.0027993293750228077,0.005170605843886733,-0.03483922407031059,0.02292706072330475,0.6796875,0.3203125,shap_trial_results/gpfa/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gpfa,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.768699049949646,0.020155148580670357,9.64730129392477e-05,0.7686990529113245,0.9668212909819955,1800,True,0.08518360555171967,0.32916666666666666,75.0,96,random,240,0.0032019649539506644,0.007290721870958805,-0.037182703614234924,0.020550493150949478,0.6875,0.3125,shap_trial_results/gpfa/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,gpfa,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.6836363636363636,,0.14074074074074075,0.6836363636363636,0.7237037037037037,900,True,0.09662207216024399,0.3333333333333333,75.0,96,random,135,0.004021738361997349,0.002937223995104432,-0.01794777438044548,0.03737298771739006,0.6444444444444445,0.35555555555555557,shap_trial_results/gpfa/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gru,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.81,,0.1336116910229645,0.8097899159663866,0.5529595015576324,900,True,0.09721312671899796,0.3298538622129436,75.0,96,random,479,0.0013982322488230396,0.0013044370571151376,-0.0005730139091610909,0.0031521066557615995,0.9916492693110647,0.008350730688935281,shap_trial_results/gru/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gru,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8703651428222656,5.252387046813965,-0.018279294134550726,0.8703811256455845,0.7131658075601375,1500,True,0.0978323295712471,0.3310344827586207,75.0,96,random,290,0.0030405107275673173,0.003956690430641174,-0.036107487976551056,0.009917897172272205,0.8517241379310345,0.1482758620689655,shap_trial_results/gru/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gru,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.9144549369812012,1.2416691780090332,-0.07804274127754769,0.9144549231785548,0.5699058693244741,1400,True,0.08567893505096436,0.328125,75.0,96,random,256,0.0038479060806650978,0.0038647701730951667,-0.00472983717918396,0.009187165647745132,0.9609375,0.0390625,shap_trial_results/gru/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,gru,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8147112131118774,0.013637613505125046,-0.17184511933361724,0.8147112389044676,0.8703514427234845,3000,False,0.2237379103899002,0.32916666666666666,75.0,96,random,240,0.00409853380681208,0.005647521233186126,-0.04951668530702591,0.026405008509755135,0.6333333333333333,0.36666666666666664,shap_trial_results/gru/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,gru,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.7806060606060606,,0.14074074074074075,0.7806060606060606,0.4844444444444444,900,True,0.08753827214241028,0.3333333333333333,75.0,96,random,135,0.004733468009874707,0.003962887916713953,-0.005976655520498753,0.015356827527284622,0.8814814814814815,0.11851851851851852,shap_trial_results/gru/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.6088655462184874,,0.1336116910229645,0.6091176470588235,0.5654599944792776,1400,True,0.07220733910799026,0.3298538622129436,75.0,96,random,479,0.0009917160979078256,0.0007768332143314183,-0.007067220751196146,0.0109647111967206,0.7411273486430062,0.2588726513569937,shap_trial_results/langevinflow_ccn/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8309060335159302,6.851140975952148,-0.007748889510488041,0.8309103528666165,0.9611254295532645,1900,True,0.08788139373064041,0.3310344827586207,75.0,96,random,290,0.00287645388392587,0.006690907292068005,-0.09498719871044159,0.030801977962255478,0.6758620689655173,0.32413793103448274,shap_trial_results/langevinflow_ccn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.7949391007423401,2.974297046661377,-0.021063972192922522,0.7949390961217129,0.9638704318936877,2300,True,0.07770771533250809,0.328125,75.0,96,random,256,0.00317231187372613,0.003966515185311437,-0.015513423830270767,0.012376631610095501,0.734375,0.265625,shap_trial_results/langevinflow_ccn/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.958480954170227,0.003050842322409153,-0.15499822926078358,0.9584810237674549,0.8498309615535813,2900,True,0.07594914734363556,0.32916666666666666,75.0,96,random,240,0.0046078487085954595,0.005184720270335674,-0.03028593584895134,0.027884140610694885,0.65,0.35,shap_trial_results/langevinflow_ccn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.15515151515151515,,0.14074074074074075,0.15515151515151515,0.528395061728395,1200,True,0.09923385828733444,0.3333333333333333,75.0,96,random,135,0.00010561666586673473,-0.00011245791392866522,-0.008848597295582294,0.011179236695170403,0.48148148148148145,0.5185185185185185,shap_trial_results/langevinflow_ccn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,ldns,allen_neuropixels,721123822,True,subspace_rotation,ldns_rate_cuml_logistic,accuracy,0.6157983193277311,,0.1336116910229645,0.6155882352941177,0.5461768997200205,1500,True,0.08445987850427628,0.3298538622129436,75.0,96,random,479,0.0010025590610015028,0.0008524124859832227,-0.00568047259002924,0.010064009577035904,0.732776617954071,0.267223382045929,shap_trial_results/ldns/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,ldns,mc_pacman,mc_pacman,True,subspace_rotation,ldns_rate_cuml_ridge,r2,0.8175338506698608,7.392940044403076,-0.0059160049727441134,0.8168445597998968,0.7633161512027491,3000,False,0.10339204221963882,0.3310344827586207,75.0,96,random,290,0.0028197867298049148,0.16765017062425613,-5.881119251251221,0.9315973520278931,0.7379310344827587,0.2620689655172414,shap_trial_results/ldns/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,ldns,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,ldns_rate_cuml_ridge,r2,0.8657147884368896,1.947859287261963,-0.020570087674569644,0.8657148358744293,0.7048726467331119,3000,False,0.8985709547996521,0.328125,75.0,96,random,256,0.00343816824580756,0.03171074390411377,-0.9684188961982727,0.23899707198143005,0.5703125,0.4296875,shap_trial_results/ldns/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,ldns,ratinabox,ratinabox_nav,True,subspace_rotation,ldns_rate_cuml_ridge,r2,0.9278397560119629,0.005264329258352518,-0.15961229625242154,0.9278398050113184,0.24962654296721443,3000,False,0.1712779700756073,0.32916666666666666,75.0,96,random,240,0.004505941630365366,0.013061861507594585,-0.262469083070755,0.1473214477300644,0.5916666666666667,0.4083333333333333,shap_trial_results/ldns/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.5121428571428571,,0.1336116910229645,0.5122689075630252,0.5624630308766119,2100,True,0.08623862266540527,0.3298538622129436,75.0,96,random,479,0.0007899996217959963,0.0007620081305503845,-0.004311244469136,0.008008426055312157,0.7118997912317327,0.2881002087682672,shap_trial_results/lfads_torch/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8256524801254272,7.063999176025391,-0.005168907268494859,0.825662485314357,0.9348689862542955,2800,True,0.07924432307481766,0.3310344827586207,75.0,96,random,290,0.002847407807511727,0.008957760408520699,-0.06960177421569824,0.02368886023759842,0.6413793103448275,0.3586206896551724,shap_trial_results/lfads_torch/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.876294732093811,1.7931997776031494,-0.025780200733052934,0.876294649777549,0.9585409745293465,2600,True,0.08755844831466675,0.328125,75.0,96,random,256,0.0034979981464431376,0.004879129119217396,-0.01143932156264782,0.014810232445597649,0.6484375,0.3515625,shap_trial_results/lfads_torch/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9125872850418091,0.00644896924495697,-0.1340015742682143,0.9125872024379741,0.965012972717981,2200,True,0.07858183234930038,0.32916666666666666,75.0,96,random,240,0.004342407861743899,0.006461618235334754,-0.028928600251674652,0.0299482811242342,0.6791666666666667,0.32083333333333336,shap_trial_results/lfads_torch/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.5066666666666667,,0.14074074074074075,0.5078787878787879,0.6330864197530863,800,True,0.09322850406169891,0.3333333333333333,75.0,96,random,135,0.0027210562485615137,0.0016220537945628166,-0.01624242402613163,0.02763047069311142,0.5851851851851851,0.4148148148148148,shap_trial_results/lfads_torch/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lstm,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8278151260504202,,0.1336116910229645,0.8276470588235294,0.5825939508655704,800,True,0.09230903536081314,0.3298538622129436,75.0,96,random,479,0.0014363588395966936,0.0013843553606420755,-0.0006960609462112188,0.003136714454740286,0.9979123173277662,0.0020876826722338203,shap_trial_results/lstm/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lstm,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8218332529067993,7.218741416931152,-0.01703576597983054,0.8218417565706778,0.6442225085910653,1600,True,0.09609610587358475,0.3310344827586207,75.0,96,random,290,0.0028725939482871486,0.0033210638212040067,-0.009381747804582119,0.009704726748168468,0.8689655172413793,0.1310344827586207,shap_trial_results/lstm/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lstm,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.9367649555206299,0.9185017347335815,-0.08306841988149084,0.9367650125305652,0.545750276854928,900,True,0.09169621765613556,0.328125,75.0,96,random,256,0.00395436637381863,0.003790187882259488,-0.01467293594032526,0.010158347897231579,0.9921875,0.0078125,shap_trial_results/lstm/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,lstm,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8958650827407837,0.007669800892472267,-0.1749421824148361,0.8958650687695537,0.8184605707995912,3000,True,0.06919390708208084,0.32916666666666666,75.0,96,random,240,0.004433191814860038,0.005566216306760907,-0.036022260785102844,0.024149814620614052,0.6291666666666667,0.37083333333333335,shap_trial_results/lstm/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,lstm,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.6824242424242424,,0.14074074074074075,0.6824242424242424,0.5058024691358024,900,True,0.0660286620259285,0.3333333333333333,75.0,96,random,135,0.0040110637336544675,0.0029031052254140377,-0.009787953458726406,0.014355256222188473,0.8962962962962963,0.1037037037037037,shap_trial_results/lstm/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,marble,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ole,r2,0.19861090183258057,32.469703674316406,0.0003028783649718236,0.19860755283804532,0.7005476804123711,3000,False,1.8556630611419678,0.3310344827586207,75.0,96,random,290,0.0006836384531221358,0.0031392775708809495,-0.03830049932003021,0.0167903583496809,0.6275862068965518,0.3724137931034483,shap_trial_results/marble/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,marble,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,sklearn_ole,r2,0.35453787446022034,9.390634536743164,-0.018576471786021294,0.3545311282302573,0.6180786267995569,3000,False,0.14453554153442383,0.328125,75.0,96,random,256,0.0014580696948200966,0.002009905525483191,-0.04007742553949356,0.0285646915435791,0.5390625,0.4609375,shap_trial_results/marble/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,marble,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_knn,r2,0.9212168455123901,0.0058321040123701096,-0.1585092282295227,0.9212168455123901,0.8092617344130828,2900,True,0.06847404688596725,0.32916666666666666,75.0,96,random,240,0.004470883513264804,0.005027418956160545,-0.036669570952653885,0.02534988522529602,0.7,0.3,shap_trial_results/marble/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,marble,speech,t12,True,subspace_rotation,logistic,accuracy,0.4690909090909091,,0.14074074074074075,0.4690909090909091,0.6669135802469136,500,True,0.09960832446813583,0.3333333333333333,75.0,96,random,135,0.0024324389413878733,0.0014631649246439338,-0.011751110665500164,0.0174394603818655,0.5703703703703704,0.42962962962962964,shap_trial_results/marble/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8107563025210084,,0.1336116910229645,0.810672268907563,0.5625418983398399,800,True,0.09295076131820679,0.3298538622129436,75.0,96,random,479,0.0014129140746530868,0.0013571472372859716,0.00021675419702660292,0.003431199584156275,1.0,0.0,shap_trial_results/neds/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.94307941198349,2.3062381744384766,-0.008864019371890231,0.9430734501690585,0.45650773195876293,1600,True,0.08556398004293442,0.3310344827586207,75.0,96,random,290,0.0032762744795161716,0.003395268344320357,-0.002622289815917611,0.008591815829277039,0.9586206896551724,0.041379310344827586,shap_trial_results/neds/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.963707447052002,0.5274146795272827,-0.04863392544594773,0.9637073531240494,0.5130813953488371,1000,True,0.0919186919927597,0.328125,75.0,96,random,256,0.0039434495706700545,0.00374960049521178,-0.0003671328304335475,0.008841291069984436,0.99609375,0.00390625,shap_trial_results/neds/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9942981004714966,0.00041962909745052457,-0.142559135976461,0.9942980822448753,0.6262284770815316,2300,True,0.09713923186063766,0.32916666666666666,75.0,96,random,240,0.00473018675942664,0.0049146071542054415,-0.01321742869913578,0.013183340430259705,0.8625,0.1375,shap_trial_results/neds/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.5987878787878788,,0.14074074074074075,0.5987878787878788,0.45975308641975304,800,True,0.08008241653442383,0.3333333333333333,75.0,96,random,135,0.003391673524769161,0.001804040395654738,-0.004120370373129845,0.013963636010885239,0.8148148148148148,0.18518518518518517,shap_trial_results/neds/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.902563025210084,,0.1336116910229645,0.9023949579831932,0.5666725817264088,800,True,0.09080202132463455,0.3298538622129436,75.0,96,random,479,0.001595307591223957,0.0015198003966361284,0.0003476912679616362,0.003461504355072975,1.0,0.0,shap_trial_results/neds_pretrained/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.9563965797424316,1.766669511795044,-0.011949028072839686,0.9563872022931847,0.4450708762886597,1300,True,0.09970492869615555,0.3310344827586207,75.0,96,random,290,0.00331646786026199,0.003094175597652793,0.00017942053091246635,0.009368089959025383,1.0,0.0,shap_trial_results/neds_pretrained/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.8956312537193298,1.5181350708007812,-0.0514789414769184,0.8956311527930882,0.5307308970099668,800,True,0.09583816677331924,0.328125,75.0,96,random,256,0.003680835573106833,0.003596109920181334,-0.011728781275451183,0.011308138258755207,0.96484375,0.03515625,shap_trial_results/neds_pretrained/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9937043190002441,0.0004637730307877064,-0.14942279642549725,0.9937042823036049,0.6770972560735907,2000,True,0.0969812422990799,0.32916666666666666,75.0,96,random,240,0.004734298030780337,0.005823633400723338,-0.026466794312000275,0.018481824547052383,0.8375,0.1625,shap_trial_results/neds_pretrained/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.44606060606060605,,0.14074074074074075,0.44242424242424244,0.5488888888888889,1100,True,0.09689924120903015,0.3333333333333333,75.0,96,random,135,0.0022515398980532254,0.0004566880816128105,-0.012483623810112476,0.021891767159104347,0.5703703703703704,0.42962962962962964,shap_trial_results/neds_pretrained/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,pca,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.44676470588235295,,0.1336116910229645,0.44676470588235295,0.6057809850546158,1100,True,0.089824378490448,0.3298538622129436,75.0,96,random,479,0.000648247234161439,0.0005241039907559752,-0.0020325821824371815,0.005395648535341024,0.7202505219206681,0.2797494780793319,shap_trial_results/pca/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,pca,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.6222060918807983,15.306992530822754,-0.006017584941432626,0.6222057990256457,0.9073775773195877,2100,True,0.09608164429664612,0.3310344827586207,75.0,96,random,290,0.0021597362691958047,0.004511464620009065,-0.03477247431874275,0.020136306062340736,0.6758620689655173,0.32413793103448274,shap_trial_results/pca/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,pca,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.5804792642593384,6.0834736824035645,-0.02401471563357953,0.5804790875718686,0.95874861572536,2000,True,0.08602574467658997,0.328125,75.0,96,random,256,0.0023607090773509753,0.005768253933638334,-0.03729915991425514,0.016910091042518616,0.73828125,0.26171875,shap_trial_results/pca/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,pca,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.725052535533905,0.024022173136472702,-0.03342031412771937,0.7250527193307207,0.9791650286972244,1800,True,0.07887757569551468,0.32916666666666666,75.0,96,random,240,0.003155945114849601,0.007313041249290109,-0.030919428914785385,0.018885627388954163,0.7125,0.2875,shap_trial_results/pca/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,pca,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.3709090909090909,,0.14074074074074075,0.3709090909090909,0.7185185185185186,1300,True,0.08344621956348419,0.3333333333333333,75.0,96,random,135,0.0017046606785933599,0.00025703184655867517,-0.005018181633204222,0.021485522389411926,0.5703703703703704,0.42962962962962964,shap_trial_results/pca/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,rnn,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.7364705882352941,,0.1336116910229645,0.7363865546218488,0.5742832919279152,1100,True,0.09271664917469025,0.3298538622129436,75.0,96,random,479,0.001245513791009539,0.0011517649982124567,-0.0010045390808954835,0.0035245257895439863,0.9457202505219207,0.054279749478079335,shap_trial_results/rnn/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,rnn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8078427910804749,7.785589694976807,-0.01552181936715436,0.807841437477357,0.7600408075601375,1600,True,0.07729767262935638,0.3310344827586207,75.0,96,random,290,0.002817789526608098,0.0037525936495512724,-0.018461251631379128,0.01099297683686018,0.7896551724137931,0.2103448275862069,shap_trial_results/rnn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,rnn,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.8160141110420227,2.6706900596618652,-0.0686786350652183,0.81601406118413,0.7227297895902547,2000,True,0.06834681332111359,0.328125,75.0,96,random,256,0.0034312955677933132,0.003858109237626195,-0.010349655523896217,0.010443797335028648,0.859375,0.140625,shap_trial_results/rnn/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,rnn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.7740881443023682,0.01668063923716545,-0.1649513960049411,0.7740882460504264,0.8734177215189873,2100,True,0.0894245058298111,0.32916666666666666,75.0,96,random,240,0.0039044764569553083,0.004736138274893165,-0.0521540567278862,0.027359535917639732,0.6291666666666667,0.37083333333333335,shap_trial_results/rnn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,rnn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.5212121212121212,,0.14074074074074075,0.5212121212121212,0.611358024691358,700,True,0.09454863518476486,0.3333333333333333,75.0,96,random,135,0.0028205383678949958,0.001886483863927424,-0.00985050480812788,0.029297931119799614,0.6592592592592592,0.34074074074074073,shap_trial_results/rnn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.518781512605042,,0.1336116910229645,0.5190336134453781,0.5409716471469695,1400,True,0.09643200039863586,0.3298538622129436,75.0,96,random,479,0.0008038458895299112,0.0007318752468563616,-0.004906242713332176,0.00932497251778841,0.7411273486430062,0.2588726513569937,shap_trial_results/smc_rnns/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8010486364364624,8.060866355895996,-0.002143174432145821,0.8010491750290165,0.9785760309278351,1800,True,0.0955088883638382,0.3310344827586207,75.0,96,random,290,0.0027520370122711656,0.009820710401982069,-0.10547692328691483,0.03185058385133743,0.6620689655172414,0.33793103448275863,shap_trial_results/smc_rnns/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,cuml_ridge,r2,0.8396086692810059,2.329489231109619,-0.019988249218854285,0.8396086416081505,0.9651854928017719,2800,True,0.09172390401363373,0.328125,75.0,96,random,256,0.0033369813289176875,0.0050035647582262754,-0.034683696925640106,0.018342623487114906,0.6953125,0.3046875,shap_trial_results/smc_rnns/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8921325206756592,0.00785195454955101,-0.12694184490132956,0.8921324307456391,0.9552637785989465,1800,True,0.09299547970294952,0.32916666666666666,75.0,96,random,240,0.004239844493470931,0.007114272564649582,-0.03194115310907364,0.038191817700862885,0.6583333333333333,0.3416666666666667,shap_trial_results/smc_rnns/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_f0.330_shapley.json | |
| shapley_json,smc_rnns,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.5248484848484849,,0.14074074074074075,0.5248484848484849,0.5241975308641975,1500,True,0.09061410278081894,0.3333333333333333,75.0,96,random,135,0.0028441112372901345,0.0009477889980189502,-0.011309180408716202,0.03138289600610733,0.5703703703703704,0.42962962962962964,shap_trial_results/smc_rnns/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,tndm,monkey,sub-C_ses-CO-20151104_behavior+ecephys,True,subspace_rotation,tndm_causal_linear,r2,0.45160978621639847,7.993230579946408,-0.1660135046628067,0.45160978621639847,0.48172757475083056,3000,False,0.13289675116539001,0.328125,75.0,96,random,256,0.0025231498293578625,4.075213313102722,-514384.9375,514233.21875,0.52734375,0.47265625,shap_trial_results/tndm/monkey/monkey_sub-C_ses-CO-20151104_behavior_ecephys_subspace_rotation_a75_d96_random_f0.330_shapley.json | |
| shapley_json,tndm,speech,t12,True,subspace_rotation,tndm_causal_linear,accuracy,0.06060606060606061,,0.14074074074074075,0.06060606060606061,0.41358024691358025,500,True,0.09510912001132965,0.3333333333333333,75.0,96,random,135,-0.0005935902360188602,-0.0014478114899247885,-0.006244579330086708,0.0059558250941336155,0.45185185185185184,0.5481481481481482,shap_trial_results/tndm/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_d96_random_f0.330_shapley.json | |