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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
still_alive,0.058055736,0.06838894,0.12551613,0.07867135,0.06410693,0.06766894
age,0.08690183,0.052435797,0.11309196,0.07649895,0.0984238,0.04429002
pericardial,0.074730895,0.05896878,0.06812371,0.094796315,0.0960691,0.034185022
fractional,0.10774822,0.06077319,0.10856946,0.082233496,0.114734896,0.045705825
epss,0.13101403,0.06810366,0.13558584,0.07790773,0.11925588,0.053654008
lvdd,0.12548985,0.05720628,0.124176815,0.078618504,0.12675156,0.042844296
wall_score,0.14153974,0.059599098,0.11604409,0.093418255,0.13316722,0.043920625
wall_index,0.12264534,0.059810035,0.10517272,0.11022598,0.14120714,0.045896657
alive_at_1,0.14670555,0.50268465,0.088236645,0.29230815,0.09958754,0.6026406
cpu_training_time,0.00029424805,0.00020742863,0.0007561929,0.00049834343,0.00018187922,0.0009737101
cpu_prediction_time,0.00036019116,0.00078978157,0.0011149637,0.0009387528,0.00030723467,0.0018478484
memory_usage,0.00061108766,0.00065352954,0.0015486721,0.0014253223,0.000557075,0.0012953875
max_depth,0.00045522326,0.0004896382,0.0011842946,0.0018745301,0.00043902255,0.00047248584
learning_rate,0.00089214684,0.0025392289,0.0031147115,0.0021352086,0.00087820477,0.0066629853
n_estimators,0.0007195455,0.0022758474,0.0019459256,0.000909426,0.0011972283,0.004933327
model_CatBoostRegressor,0.00056205806,0.00065922854,0.0009970206,0.0008779751,0.00064895774,0.0004939642
model_DecisionTreeRegressor,0.0,0.0019148417,0.0017327731,0.0033271096,0.0009031428,0.00023452994
model_LGBMRegressor,0.00025574755,0.000470783,0.0005658979,0.00045984366,0.00023018093,0.0006310687
model_RandomForestRegressor,0.00039878,0.0005047853,0.0008333172,0.00096034224,0.0004236342,0.00070954475
model_XGBRegressor,0.0006199039,0.0015245181,0.0016888477,0.0019142672,0.0009293914,0.0009391301
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