upload: feature_importance_multimodel.csv to analysis_multimodel/feature_importance.csv
a143590 verified | Feature,Ridge,RandomForest,GradBoosting,ElasticNet,GaussianProcess,MLP,type,mean_imp | |
| score_A,0.7119106342855358,1.0385236019366197,0.7913879765935207,0.6794042397045587,0.47837219127066,0.6521907415036413,REAL,0.7252982308824226 | |
| score_B,0.40344521194124916,0.05033808419979501,0.1044688992859146,0.3116975621542963,0.32578651604540826,0.46118994442753364,REAL,0.2761543696756995 | |
| score_A_times_B,0.01568549710499966,0.0638821532889532,0.025695315376421782,0.0,0.01831436838708591,0.21651332232901824,REAL,0.0566817760810798 | |
| max_single,0.018333772725014588,0.01786095961481101,0.009126479919321591,0.0,0.012195298142383315,0.05591683754139153,REAL,0.018905557990487005 | |
| score_A_sq,0.01942231628445961,0.008255140019064999,0.015313184593345427,0.0,0.03564345281298477,0.021950686304383606,REAL,0.016764130002373066 | |
| score_B_sq,0.041979150945898734,0.003515975972025409,0.0013465972859942148,0.0,0.006750274082246806,0.03264734765398492,REAL,0.01437322432335835 | |
| abs_score_A,0.02329978171298416,0.006444344653298883,0.011305699429027101,0.0,0.012839130489144339,0.01815769353469553,REAL,0.012007774969858337 | |
| abs_score_B,0.0076739429898165365,0.005317804113045025,0.001995459791926994,0.0,0.0028978915897647267,0.02464510418283226,REAL,0.007088367111230923 | |
| dummy_uniform,0.00011091633655777959,0.008465754622883452,0.001906301835069213,0.0,0.010461001017488817,0.0010581451607675392,DUMMY,0.0036670198287944663 | |
| dummy_gaussian,1.363629225776079e-05,0.005938527133951292,0.006540999684211975,0.0,0.0020675056509135035,0.005297322032588192,DUMMY,0.0033096651323204543 | |
| dummy_permuted_target,0.0001654086476768124,0.004075292821108815,0.0017329522228429835,0.0,0.0030268520280442874,0.0023579592871203923,DUMMY,0.0018930775011322149 | |