,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
acousticness,0.8409129724002834,1.9872546369321031,33.36022249700835,106.61449510395325,0.01831629205561375,0.0266164941105481
danceability,-1.949208364074068,-0.35116656996384377,-65.84973125219474,-8.049542464247,-0.06294812330547764,-0.013203534959047672
duration_ms,6.643762673872862e-07,-2.207354381849978e-06,5.677383118255113e-05,-9.095693595289588e-05,-8.656102997813722e-09,-5.340935948043016e-08
energy,3.2592303002818093,-2.5665884129091867,91.30674803278767,-108.94401644446718,0.11531307503581815,-0.05524734654257492
explicit,-0.6426806782554274,-1.220909787645618,35.866458173522545,-33.43548432563929,-0.06375942728436915,-0.039805418559542255
instrumentalness,-0.26313230803149246,-2.37257788679998,-23.18990033861671,-45.83488051596609,0.0017102070917403458,-0.10133193735247277
key,0.028159783112035014,-0.022275036911649223,1.0439896452326765,-0.7616304187801377,0.0008522311641688586,-0.0006307430830964136
liveness,-0.570259401633676,-1.2727684920769764,-29.765852506122027,-38.007648511628936,-0.009684038521020611,-0.04469703296786704
loudness,-0.12280326427161423,0.13126482357514552,-1.7873101268489113,6.910705297352102,-0.005810019748622985,0.0017719521083426571
mode,0.22018358169273267,0.05561308137383795,11.072956895367756,-2.65069896706334,0.0044649424256969945,0.0051999654833009045
speechiness,1.3621917630151619,-0.16105512375615083,50.18504641492199,104.7896094918927,0.029353766540107434,-0.10724952602607044
tempo,-0.004043128273207994,-0.0013254624016338292,-0.1718313146203733,-0.1131041314314344,-9.529900201467972e-05,1.8355155407890576e-05
valence,0.594041498490853,0.28206424657601625,23.96632725148649,-3.5736486316215657,0.016464292338716918,0.01804987262119077
year,-0.015258908437124031,0.17569345383535706,-0.1762017191758813,6.191054041966567,-0.000866631109048818,0.005069812751212752
cpu_training_time,-7.858831737699557e-13,-3.0675783908538446e-12,-7.410675689050147e-11,-1.6605518664318948e-10,2.0640405461237392e-14,-3.0510937617770224e-14
cpu_prediction_time,1.1998275567483395e-10,1.5858024850104209e-09,4.788211403520445e-11,5.241733376273447e-08,7.650120077785392e-12,4.647765397202174e-11
memory_usage,2.0566951731378265e-09,4.737229893624338e-10,1.0525349253710565e-07,1.1007453710715857e-07,3.088847434404851e-11,-7.140958387537081e-11
max_depth,0.002515418567641426,-0.09681060268594582,0.18651655744490264,-2.5244757880307236,4.619914745515856e-05,-0.0033356001213365547
learning_rate,0.45262324931584585,-10.552846582976931,121.9724265080756,-226.93746005964852,-0.0829056602753879,-0.4244366067918856
n_estimators,1.0744891013553145e-05,-0.0011680923052670795,0.011669164827029024,-0.026053591141227486,-1.009812859008902e-05,-4.632028155538764e-05
model_CatBoostRegressor,-0.20372901563365725,4.5078197790990195,-56.404193599849805,88.79890513890037,0.03906745610309993,0.1874600748035024
model_DecisionTreeRegressor,0.2819277107228539,-6.604999676271338,84.74157838469641,-124.76364936166273,-0.06040299879769858,-0.2784972227399314
model_LGBMRegressor,-0.20073765702325438,4.217195726616443,-54.86039797035923,81.05818659750422,0.03807236801202938,0.17750964412269718
model_RandomForestRegressor,0.2889975749749704,-6.389408370265024,80.69384686881831,-129.36681958366017,-0.056226653777407154,-0.2645084770697062
model_XGBRegressor,-0.16645861304089285,4.269392540820462,-54.17083368330031,84.27337720890945,0.03948982845997275,0.17803598088342013