| ,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance | |
| acousticness,0.04707683,0.043334726,0.044638168,0.049523216,0.037693758,0.042118635 | |
| danceability,0.052176934,0.036678333,0.056749955,0.049548123,0.052072845,0.03221704 | |
| duration_ms,0.08832447,0.04310899,0.097866684,0.053777386,0.06503384,0.03861642 | |
| energy,0.061892398,0.035569664,0.07224085,0.052846696,0.061836433,0.03203553 | |
| explicit,0.07392426,0.0735435,0.08262484,0.10020636,0.12046497,0.04952644 | |
| instrumentalness,0.070062675,0.081255905,0.07053499,0.08052793,0.06884316,0.068787925 | |
| key,0.06358758,0.02664166,0.058563296,0.051046684,0.059175394,0.027945785 | |
| liveness,0.07655074,0.042995498,0.06752347,0.05588964,0.061842542,0.033967007 | |
| loudness,0.07280291,0.055974506,0.06584692,0.059361305,0.06995543,0.042394828 | |
| mode,0.05252147,0.043310475,0.061953932,0.053130493,0.045982964,0.025081499 | |
| speechiness,0.06893699,0.039211243,0.07036118,0.043839596,0.061717264,0.04196611 | |
| tempo,0.07373108,0.04020789,0.080410965,0.06345202,0.0657613,0.03437602 | |
| valence,0.0782917,0.037375335,0.0805693,0.048516795,0.06323847,0.03320344 | |
| year,0.09067813,0.31951362,0.07629324,0.19748527,0.0886103,0.31838754 | |
| cpu_training_time,0.0013962352,0.0043255133,0.00028515887,0.0014355917,0.0036967644,0.00927412 | |
| cpu_prediction_time,0.0020541623,0.010101901,0.0004344622,0.0018332053,0.012732605,0.026686896 | |
| memory_usage,0.0008317429,0.010749248,0.0014005753,0.0054003717,0.0070820316,0.015629234 | |
| max_depth,0.001537901,0.008657982,0.0026710904,0.005014693,0.0013245535,0.012338181 | |
| learning_rate,0.006914729,0.022016676,0.0027092663,0.008229642,0.024243152,0.04244511 | |
| n_estimators,0.011929284,0.015573149,0.0006433477,0.0037610445,0.025998384,0.03694841 | |
| model_CatBoostRegressor,0.001539929,0.0022443063,0.002330247,0.0035413357,0.00038778063,0.0020939545 | |
| model_DecisionTreeRegressor,0.0012735883,0.0009150362,0.00015494927,0.0019375065,0.00075901323,0.023534983 | |
| model_LGBMRegressor,0.000535349,0.0040716166,0.00046484906,0.002033559,0.00017867117,0.0062358812 | |
| model_RandomForestRegressor,0.0011481582,0.001668155,0.001614766,0.0058521717,0.0012216002,0.0008825343 | |
| model_XGBRegressor,0.000280677,0.0009551774,0.0011135733,0.0018093215,0.00014676218,0.003306505 | |