,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
process_b1_capacity,0.104917236,0.15800348,0.17240569,0.2407403,0.07913316,0.119222544
process_b2_capacity,0.05723565,0.026940605,0.04236879,0.040446643,0.048858978,0.017938137
process_b3_capacity,0.014507314,0.00970277,0.00641765,0.0065077147,0.029320545,0.02751843
process_b4_capacity,0.073512204,0.037854027,0.061272506,0.06546352,0.07710696,0.03318767
property_price,0.08161321,0.10991041,0.06832457,0.07991457,0.07721721,0.054553732
property_product,0.085648455,0.16088173,0.14577438,0.15493308,0.070878685,0.10153004
property_winner,0.065730326,0.023740264,0.05054092,0.044049244,0.052117735,0.017273419
cpu_training_time,0.013031909,0.017756388,0.013742518,0.022275198,0.019625105,0.03102478
cpu_prediction_time,0.013960346,0.013332486,0.026209695,0.019866198,0.022737198,0.02296428
memory_usage,0.058013655,0.074932635,0.043434467,0.051686827,0.04750623,0.10639975
max_depth,0.068111576,0.036553293,0.053181197,0.034953475,0.05231112,0.05433602
learning_rate,0.12586449,0.08012918,0.08259641,0.08584428,0.101193525,0.123146884
n_estimators,0.123498544,0.05474766,0.07753295,0.07833792,0.113759555,0.11853542
model_CatBoostRegressor,0.02321184,0.013521142,0.013138575,0.014223271,0.04170256,0.029911691
model_DecisionTreeRegressor,0.017657572,0.14321643,0.00621262,0.010645106,0.04331011,0.003432915
model_LGBMRegressor,0.030506479,0.01524598,0.008490918,0.013582624,0.04825594,0.03951495
model_RandomForestRegressor,0.019374078,0.0093241995,0.124650836,0.032418806,0.033988185,0.05548835
model_XGBRegressor,0.023605056,0.014207332,0.0037053623,0.004111151,0.04097714,0.044020984