| 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,rotation_subspace_dim_spec,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,0.5798319327731093,,0.1336116910229645,0.5882352941176471,0.7262608935683583,2900,True,0.07864604890346527,0.3298538622129436,75.0,444,full,random,479,0.0009446513626403762,0.0005607100902125239,-0.009368008933961391,0.014458131976425648,0.6576200417536534,0.34237995824634654,shap_trial_results/blend/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,blend,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.7664965987205505,9.460803985595703,-0.0018283528946188687,0.7660279999115959,0.9587091924398625,2400,True,0.08820433914661407,0.3310344827586207,75.0,128,full,random,290,0.0026379073919088115,0.016173181124031544,-0.1774197369813919,0.07517070323228836,0.6758620689655173,0.32413793103448274,shap_trial_results/blend/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.1479770988225937,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,blend,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9175683259963989,0.006027177441865206,-0.12764838927473576,0.9175677946649502,0.999921377466782,900,True,0.09922881424427032,0.32916666666666666,75.0,300,full,random,240,0.004354488990308407,0.01718220952898264,-0.1399025022983551,0.09638162702322006,0.6708333333333333,0.32916666666666666,shap_trial_results/blend/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,blend,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.09090909090909091,,0.14074074074074075,0.09090909090909091,0.47530864197530864,1100,True,0.0908949226140976,0.3333333333333333,75.0,64,full,random,135,-0.0003909578482206497,-0.000785430078394711,-0.0057777781039476395,0.004972145892679691,0.45185185185185184,0.5481481481481482,shap_trial_results/blend/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.865546218487395,,0.1336116910229645,0.865546218487395,0.6977995977759376,1800,True,0.08972126245498657,0.3298538622129436,75.0,444,full,random,479,0.0015214487464329679,0.0011218517320230603,-0.004906629677861929,0.015248836018145084,0.7453027139874739,0.2546972860125261,shap_trial_results/blend_ndt/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.7380226850509644,10.614477157592773,-0.00601881312341878,0.7380230312445593,0.9347079037800687,2300,True,0.08543559163808823,0.3310344827586207,75.0,128,full,random,290,0.002550667442821954,0.004945347085595131,-0.04785957932472229,0.01829538308084011,0.7103448275862069,0.2896551724137931,shap_trial_results/blend_ndt/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.08327265828847885,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8322867155075073,0.012315737083554268,-0.15763288181238255,0.8322867965816858,0.9073040333359541,2000,True,0.09533978253602982,0.32916666666666666,75.0,300,full,random,240,0.004115061331928397,0.006317660445347428,-0.06329302489757538,0.036387261003255844,0.6041666666666666,0.3958333333333333,shap_trial_results/blend_ndt/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,blend_ndt,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.7575757575757576,,0.14074074074074075,0.7575757575757576,0.6679012345679012,1800,True,0.09043413400650024,0.3333333333333333,75.0,64,full,random,135,0.004569148405722377,0.003074448322877288,-0.013728021644055843,0.032742612063884735,0.6074074074074074,0.3925925925925926,shap_trial_results/blend_ndt/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,cebra,allen_neuropixels,721123822,True,subspace_rotation,cuml_knn,accuracy,0.4957983193277311,,0.1336116910229645,0.4957983193277311,0.5062108127292086,2300,True,0.09278862923383713,0.3298538622129436,75.0,444,full,random,479,0.0007561307637072241,0.00047278348938561976,-0.00638070423156023,0.007302160374820232,0.5741127348643006,0.42588726513569936,shap_trial_results/cebra/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,cebra,mc_pacman,mc_pacman,True,subspace_rotation,cuml_knn,r2,0.37244951725006104,25.42632293701172,-0.31983704805374147,0.37244951725006104,0.8504617697594502,1300,True,0.09110109508037567,0.3310344827586207,75.0,128,full,random,290,0.002386943375037437,0.0033378995722159743,-0.026359625160694122,0.021133393049240112,0.7103448275862069,0.2896551724137931,shap_trial_results/cebra/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.09084710478782654,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,cebra,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_knn,r2,0.9849318265914917,0.0011028959415853024,-0.15881954848766328,0.9849318265914917,0.5538171239877349,2900,True,0.08442340046167374,0.32916666666666666,75.0,300,full,random,240,0.004731987999548437,0.005900099873542786,-0.028593063354492188,0.02255530096590519,0.6833333333333333,0.31666666666666665,shap_trial_results/cebra/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,cebra,speech,t12,True,subspace_rotation,cuml_knn,accuracy,0.6060606060606061,,0.14074074074074075,0.6060606060606061,0.5244444444444444,1100,True,0.09901384264230728,0.3333333333333333,75.0,64,full,random,135,0.0034468138993058043,0.0022724212612956762,-0.015010101720690727,0.03746311739087105,0.6074074074074074,0.3925925925925926,shap_trial_results/cebra/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_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,0.09575560688972473,0.3298538622129436,75.0,444,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,dnn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8507048487663269,6.048957347869873,-0.015649262124290974,0.8507016534704713,0.538928264604811,1700,True,0.0768643170595169,0.3310344827586207,75.0,128,full,random,290,0.0029714983038816017,0.0029405145905911922,-0.0036338430363684893,0.008847268298268318,0.9379310344827586,0.06206896551724138,shap_trial_results/dnn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.09650570154190063,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,dnn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8528858423233032,0.010782988741993904,-0.170035124582525,0.8528858048687715,0.7668055664753518,3000,False,0.1298254281282425,0.32916666666666666,75.0,300,full,random,240,0.00424651342012415,0.005408565979450941,-0.03342684358358383,0.01971960812807083,0.675,0.325,shap_trial_results/dnn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,dnn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.9696969696969697,,0.14074074074074075,0.9696969696969697,0.5034567901234568,1100,True,0.06342098116874695,0.3333333333333333,75.0,64,full,random,135,0.006140416673776969,0.005292929243296385,-0.010785430669784546,0.037281911820173264,0.8222222222222222,0.17777777777777778,shap_trial_results/dnn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gpfa,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.5210084033613446,,0.1336116910229645,0.5210084033613446,0.5936156788516898,1900,True,0.08469217270612717,0.3298538622129436,75.0,444,full,random,479,0.0008077088173888118,0.0005024381098337471,-0.008489602245390415,0.016954006627202034,0.6012526096033403,0.3987473903966597,shap_trial_results/gpfa/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gpfa,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.4911345839500427,20.617586135864258,-0.0016118645671633802,0.49113457033276164,0.8629725085910653,3000,False,0.12468700855970383,0.3310344827586207,75.0,128,full,random,290,0.0016941208754172388,0.005647648125886917,-0.07781076431274414,0.03264586254954338,0.6275862068965518,0.3724137931034483,shap_trial_results/gpfa/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.08884525299072266,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,gpfa,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8148271441459656,0.013661447912454605,-0.12579817946128993,0.8148270608819386,0.9201981287837094,2800,True,0.09100592881441116,0.32916666666666666,75.0,300,full,random,240,0.00391757221568696,0.004213521024212241,-0.04978256672620773,0.03868449106812477,0.5625,0.4375,shap_trial_results/gpfa/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gpfa,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.7272727272727273,,0.14074074074074075,0.7272727272727273,0.7219753086419752,1400,True,0.0706019401550293,0.3333333333333333,75.0,64,full,random,135,0.004344681466291486,0.0026960077229887247,-0.02050456963479519,0.0393410287797451,0.6518518518518519,0.34814814814814815,shap_trial_results/gpfa/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gru,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8823529411764706,,0.1336116910229645,0.8739495798319328,0.5834023423636578,1100,True,0.0769881084561348,0.3298538622129436,75.0,444,full,random,479,0.001554617576118151,0.0015836564125493169,-0.0008624889305792749,0.0033781544771045446,0.9853862212943633,0.014613778705636743,shap_trial_results/gru/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gru,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8200727105140686,7.290073871612549,-0.017422556341924286,0.8200734548178829,0.7881765463917526,1500,True,0.09774728119373322,0.3310344827586207,75.0,128,full,random,290,0.002866463402347892,0.003270781598985195,-0.018437346443533897,0.010487955994904041,0.8793103448275862,0.1206896551724138,shap_trial_results/gru/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.08567893505096436,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,gru,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.7987674474716187,0.014811243861913681,-0.16852659162700026,0.798767659407073,0.8978693293497917,2700,True,0.09055478125810623,0.32916666666666666,75.0,300,full,random,240,0.004020754572745015,0.0052399837877601385,-0.05356091633439064,0.02720152586698532,0.6541666666666667,0.3458333333333333,shap_trial_results/gru/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,gru,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.7878787878787878,,0.14074074074074075,0.7878787878787878,0.4819753086419753,1200,True,0.07019632309675217,0.3333333333333333,75.0,64,full,random,135,0.004793615294491045,0.0039949496276676655,-0.005332211032509804,0.015804152935743332,0.8592592592592593,0.14074074074074075,shap_trial_results/gru/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.7798181176185608,8.921059608459473,-0.005865351941770669,0.7797415263996864,0.9714884020618556,1500,True,0.08999647200107574,0.3310344827586207,75.0,128,full,random,290,0.002693290477377716,0.028627091087400913,-0.2555995285511017,0.12461777031421661,0.6241379310344828,0.3758620689655172,shap_trial_results/langevinflow_ccn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.07770771533250809,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9591041803359985,0.003033851273357868,-0.16230904275660218,0.959104071488017,0.9075399009356082,3000,False,0.1095505878329277,0.32916666666666666,75.0,300,full,random,240,0.004641542221429517,0.0049896747805178165,-0.038862261921167374,0.03097139298915863,0.5958333333333333,0.4041666666666667,shap_trial_results/langevinflow_ccn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,langevinflow_ccn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.12121212121212122,,0.14074074074074075,0.12121212121212122,0.5758024691358025,3000,False,0.13988173007965088,0.3333333333333333,75.0,64,full,random,135,-0.00014465644065542922,-0.000534231192432344,-0.012921661138534546,0.016622446477413177,0.42962962962962964,0.5703703703703704,shap_trial_results/langevinflow_ccn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,ldns,allen_neuropixels,721123822,True,subspace_rotation,ldns_rate_cuml_logistic,accuracy,0.5966386554621849,,0.1336116910229645,0.6050420168067226,0.5914073898813045,2700,True,0.08357121050357819,0.3298538622129436,75.0,444,full,random,479,0.000980662248932394,0.0006399042904376984,-0.00985932070761919,0.022628389298915863,0.6764091858037579,0.3235908141962422,shap_trial_results/ldns/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,ldns,mc_pacman,mc_pacman,True,subspace_rotation,ldns_rate_cuml_ridge,r2,0.8204408288002014,7.275157928466797,-0.006135420630825003,0.8242629034105363,0.8091709621993127,3000,False,0.3881266117095947,0.3310344827586207,75.0,128,full,random,290,0.0028452331448126393,0.24901404976844788,-18.741870880126953,2.252711772918701,0.7206896551724138,0.2793103448275862,shap_trial_results/ldns/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.8985709547996521,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,ldns,ratinabox,ratinabox_nav,True,subspace_rotation,ldns_rate_cuml_ridge,r2,0.9278008937835693,0.005276585929095745,-0.15722166884032002,0.927800670849133,0.2883088293104804,3000,False,0.13960453867912292,0.32916666666666666,75.0,300,full,random,240,0.004495155703625642,0.018249846063554287,-0.2223813533782959,0.19473591446876526,0.6,0.4,shap_trial_results/ldns/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,ldns,speech,t12,True,subspace_rotation,ldns_rate_cuml_logistic,accuracy,0.4993939393939394,,0.14074074074074075,0.49454545454545457,0.5923456790123456,900,True,0.07210709154605865,0.3333333333333333,75.0,64,full,random,135,0.002629724418673302,0.0008504302240908146,-0.012919416651129723,0.025900935754179955,0.5481481481481482,0.45185185185185184,shap_trial_results/ldns/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.5462184873949579,,0.1336116910229645,0.5462184873949579,0.6295003746204504,2100,True,0.0888383761048317,0.3298538622129436,75.0,444,full,random,479,0.0008618432065468901,0.0006058457074686885,-0.009515807032585144,0.012730294838547707,0.6471816283924844,0.35281837160751567,shap_trial_results/lfads_torch/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8475663661956787,6.176120281219482,-0.004275889995471273,0.8475605287051512,0.9682667525773196,1600,True,0.09290452301502228,0.3310344827586207,75.0,128,full,random,290,0.0029188777618903007,0.008303087670356035,-0.08752094954252243,0.024414513260126114,0.7068965517241379,0.29310344827586204,shap_trial_results/lfads_torch/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.08755844831466675,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9271541833877563,0.005310665816068649,-0.13590933817525197,0.9271541628443828,0.9703593049768063,2200,True,0.08490036427974701,0.32916666666666666,75.0,300,full,random,240,0.004407887253061442,0.00656556710600853,-0.035388801246881485,0.03443104773759842,0.675,0.325,shap_trial_results/lfads_torch/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lfads_torch,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.48484848484848486,,0.14074074074074075,0.48484848484848486,0.6062962962962962,1000,True,0.09573999047279358,0.3333333333333333,75.0,64,full,random,135,0.002548946317983791,0.0011057239025831223,-0.01536835078150034,0.0284000001847744,0.5777777777777777,0.4222222222222222,shap_trial_results/lfads_torch/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lstm,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8991596638655462,,0.1336116910229645,0.8991596638655462,0.5676682834496629,1200,True,0.08113791793584824,0.3298538622129436,75.0,444,full,random,479,0.0015906921648469305,0.0014866990968585014,-0.0013844494242221117,0.00497479597106576,0.9832985386221295,0.016701461377870562,shap_trial_results/lstm/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lstm,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.8698921203613281,5.271551609039307,-0.01704220093877083,0.8698978216322789,0.7207903780068727,2800,True,0.07412000000476837,0.3310344827586207,75.0,128,full,random,290,0.0030360524417809413,0.0038222274743020535,-0.011661059223115444,0.008987978100776672,0.8379310344827586,0.16206896551724137,shap_trial_results/lstm/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.09169621765613556,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,lstm,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8847905397415161,0.0084918811917305,-0.17195871790974723,0.8847906657104637,0.8344209450428494,3000,False,0.18695709109306335,0.32916666666666666,75.0,300,full,random,240,0.004377426202741693,0.00503892358392477,-0.042918816208839417,0.02621743455529213,0.6291666666666667,0.37083333333333335,shap_trial_results/lstm/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,lstm,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.696969696969697,,0.14074074074074075,0.696969696969697,0.49802469135802463,700,True,0.09119713306427002,0.3333333333333333,75.0,64,full,random,135,0.004120214597248748,0.003292929381132126,-0.012780182994902134,0.013948052190244198,0.9259259259259259,0.07407407407407407,shap_trial_results/lstm/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,marble,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ole,r2,0.19881415367126465,32.46146774291992,0.00016998407952141802,0.1988106844419255,0.7003329037800688,3000,False,0.12088038772344589,0.3310344827586207,75.0,128,full,random,290,0.0006848198815814926,0.0038755235727876425,-0.04155038297176361,0.02151564508676529,0.6275862068965518,0.3724137931034483,shap_trial_results/marble/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.14453554153442383,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,marble,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_knn,r2,0.9229323863983154,0.005716228391975164,-0.15957833468914032,0.9229323863983154,0.8288387451843698,3000,False,0.10910109430551529,0.32916666666666666,75.0,300,full,random,240,0.004482480174783632,0.005144831957295537,-0.038380611687898636,0.025436753407120705,0.6916666666666667,0.30833333333333335,shap_trial_results/marble/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,marble,speech,t12,True,subspace_rotation,logistic,accuracy,0.5454545454545454,,0.14074074074074075,0.5454545454545454,0.6696296296296296,1400,True,0.07336549460887909,0.3333333333333333,75.0,64,full,random,135,0.00299788011988211,0.0023838384076952934,-0.014751323498785496,0.021361712366342545,0.6222222222222222,0.37777777777777777,shap_trial_results/marble/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8487394957983193,,0.1336116910229645,0.8487394957983193,0.5607870972830159,800,True,0.08943865448236465,0.3298538622129436,75.0,444,full,random,479,0.001489560894431383,0.0014296240406110883,0.00027521446463651955,0.0033245908562093973,1.0,0.0,shap_trial_results/neds/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.9480265378952026,2.105797529220581,-0.006629794047322762,0.9480236569464292,0.45446735395189,1600,True,0.08260012418031693,0.3310344827586207,75.0,128,full,random,290,0.0032857428963090005,0.003399266512133181,-0.003079192014411092,0.008850480429828167,0.9379310344827586,0.06206896551724138,shap_trial_results/neds/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.0919186919927597,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,neds,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9944068193435669,0.00041322680772282183,-0.1463618268358227,0.9944068465006901,0.6120764211022879,3000,True,0.08571145683526993,0.32916666666666666,75.0,300,full,random,240,0.004746126683494367,0.005239480175077915,-0.01583370566368103,0.012499471195042133,0.8708333333333333,0.12916666666666668,shap_trial_results/neds/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.6060606060606061,,0.14074074074074075,0.6060606060606061,0.45666666666666667,700,True,0.09344897419214249,0.3333333333333333,75.0,64,full,random,135,0.0034468138850233692,0.0019134199246764183,-0.004443482495844364,0.013308322057127953,0.8074074074074075,0.1925925925925926,shap_trial_results/neds/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8907563025210085,,0.1336116910229645,0.8907563025210085,0.5726960842304508,800,True,0.0904611125588417,0.3298538622129436,75.0,444,full,random,479,0.0015736603007835603,0.0014842503005638719,0.00034874389530159533,0.0034611455630511045,1.0,0.0,shap_trial_results/neds_pretrained/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.9666551947593689,1.3510243892669678,-0.012137363509047634,0.966664718496514,0.46289733676975947,1600,True,0.08734320104122162,0.3310344827586207,75.0,128,full,random,290,0.0033520873445389765,0.003462651977315545,-0.004199723247438669,0.008883294649422169,0.9310344827586207,0.06896551724137931,shap_trial_results/neds_pretrained/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.09583816677331924,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.9934574365615845,0.0004845071234740317,-0.1522765839168513,0.9934574357027048,0.6793773095369133,2100,True,0.09810304641723633,0.32916666666666666,75.0,300,full,random,240,0.004744635756287608,0.0051710528787225485,-0.021756887435913086,0.016907986253499985,0.8458333333333333,0.15416666666666667,shap_trial_results/neds_pretrained/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,neds_pretrained,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.45454545454545453,,0.14074074074074075,0.45454545454545453,0.5508641975308642,1700,True,0.09055585414171219,0.3333333333333333,75.0,64,full,random,135,0.002324479413693081,0.0006769657484255731,-0.00999524723738432,0.022104179486632347,0.5407407407407407,0.45925925925925926,shap_trial_results/neds_pretrained/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,pca,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.8487394957983193,,0.1336116910229645,0.8487394957983193,0.6887298395047123,2100,True,0.09139066934585571,0.3298538622129436,75.0,444,full,random,479,0.001491640017249403,0.0009699913789518178,-0.007571028545498848,0.017048021778464317,0.6492693110647182,0.35073068893528186,shap_trial_results/pca/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,pca,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.3291817307472229,27.179393768310547,-0.006804062225850095,0.32918169960652577,0.8902491408934707,3000,False,0.315605491399765,0.3310344827586207,75.0,128,full,random,290,0.0011553675603675495,0.002690055756829679,-0.024612560868263245,0.01260284148156643,0.6344827586206897,0.36551724137931035,shap_trial_results/pca/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.08602574467658997,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,pca,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8177220225334167,0.013393368571996689,-0.1574744352248576,0.8177220037236266,0.8909505464266059,3000,False,0.10397104918956757,0.32916666666666666,75.0,300,full,random,240,0.004052830349337455,0.006029683165252209,-0.05701053887605667,0.032425642013549805,0.6208333333333333,0.37916666666666665,shap_trial_results/pca/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,pca,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.696969696969697,,0.14074074074074075,0.696969696969697,0.6501234567901235,1300,True,0.07573499530553818,0.3333333333333333,75.0,64,full,random,135,0.004120214619453893,0.0023838384076952934,-0.011067599058151245,0.03360113874077797,0.5925925925925926,0.4074074074074074,shap_trial_results/pca/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,rnn,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.907563025210084,,0.1336116910229645,0.907563025210084,0.6205982097085847,2400,True,0.09158848971128464,0.3298538622129436,75.0,444,full,random,479,0.0016078263736351663,0.0014495871728286147,-0.0021624621003866196,0.005747552961111069,0.8935281837160751,0.10647181628392484,shap_trial_results/rnn/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,rnn,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.5697463154792786,17.432491302490234,-0.018993593480385828,0.5697448038154302,0.8098689862542956,3000,False,0.20104537904262543,0.3310344827586207,75.0,128,full,random,290,0.002017196331231891,0.004313624696806073,-0.04583195969462395,0.024773146957159042,0.6724137931034483,0.3275862068965517,shap_trial_results/rnn/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.06834681332111359,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,rnn,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.6229506731033325,0.027606535702943802,-0.16873673557465896,0.622951171557427,0.8754619073826558,3000,False,0.14423662424087524,0.32916666666666666,75.0,300,full,random,240,0.0032963857747593766,0.006764290621504188,-0.057549428194761276,0.030545763671398163,0.6166666666666667,0.38333333333333336,shap_trial_results/rnn/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,rnn,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.8484848484848485,,0.14074074074074075,0.8484848484848485,0.6032098765432099,1400,True,0.0864306166768074,0.3333333333333333,75.0,64,full,random,135,0.005242549112558158,0.005517556797713041,-0.01748484931886196,0.04495767503976822,0.674074074074074,0.32592592592592595,shap_trial_results/rnn/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,allen_neuropixels,721123822,True,subspace_rotation,cuml_logistic,accuracy,0.6050420168067226,,0.1336116910229645,0.6050420168067226,0.6320734256082654,2900,True,0.0841280147433281,0.3298538622129436,75.0,444,full,random,479,0.000987917397908751,0.0005818651989102364,-0.011379020288586617,0.019216172397136688,0.6221294363256785,0.3778705636743215,shap_trial_results/smc_rnns/allen_neuropixels/allen_neuropixels_721123822_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,mc_pacman,mc_pacman,True,subspace_rotation,cuml_ridge,r2,0.7876158356666565,8.605120658874512,-0.0020720774606594393,0.7876161807937738,0.9764819587628866,2000,True,0.06703906506299973,0.3310344827586207,75.0,128,full,random,290,0.0027099027577386207,0.010494768619537354,-0.07258778065443039,0.03451547026634216,0.6827586206896552,0.31724137931034485,shap_trial_results/smc_rnns/mc_pacman/mc_pacman_mc_pacman_subspace_rotation_a75_dfull_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,0.09172390401363373,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,ratinabox,ratinabox_nav,True,subspace_rotation,cuml_ridge,r2,0.8670030832290649,0.009700764901936054,-0.12712491203699852,0.8670033542353575,0.9808161018948032,1800,True,0.08963864296674728,0.32916666666666666,75.0,300,full,random,240,0.00413827223280047,0.008594042155891657,-0.04156898334622383,0.043302420526742935,0.6541666666666667,0.3458333333333333,shap_trial_results/smc_rnns/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,smc_rnns,speech,t12,True,subspace_rotation,cuml_logistic,accuracy,0.5757575757575758,,0.14074074074074075,0.5757575757575758,0.5103703703703704,1500,True,0.0758434310555458,0.3333333333333333,75.0,64,full,random,135,0.0032223470154416714,0.001405162736773491,-0.011483726091682911,0.03140067309141159,0.5925925925925926,0.4074074074074074,shap_trial_results/smc_rnns/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_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,0.13289675116539001,0.328125,75.0,59,full,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_dfull_random_f0.330_shapley.json | |
| shapley_json,tndm,ratinabox,ratinabox_nav,True,subspace_rotation,tndm_causal_linear,r2,-0.09311282518429592,0.079861676243854,-2.592302366469548,-0.09311472082264599,0.5226826008333989,3000,False,17.89572525024414,0.32916666666666666,75.0,300,full,random,240,0.01045802318015679,8.099801063537598,-157722.171875,147256.71875,0.525,0.475,shap_trial_results/tndm/ratinabox/ratinabox_ratinabox_nav_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |
| shapley_json,tndm,speech,t12,True,subspace_rotation,tndm_causal_linear,accuracy,0.06060606060606061,,0.14074074074074075,0.06060606060606061,0.465679012345679,1100,True,0.07149452716112137,0.3333333333333333,75.0,64,full,random,135,-0.0005935902358032763,-0.0014918886590749025,-0.005273951683193445,0.005876951385289431,0.45185185185185184,0.5481481481481482,shap_trial_results/tndm/speech_threshold_crossings/speech_threshold_crossings_t12_subspace_rotation_a75_dfull_random_f0.330_shapley.json | |