| ,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance | |
| still_alive,0.0619812,0.07635552,0.12926137,0.07345632,0.068011045,0.065095566 | |
| age,0.0852279,0.052595604,0.102624096,0.08028872,0.09764121,0.044555906 | |
| pericardial,0.086858325,0.057923768,0.090069264,0.10739572,0.07095768,0.037711326 | |
| fractional,0.10410717,0.060103964,0.107844286,0.08782281,0.11887535,0.05004828 | |
| epss,0.12652941,0.06252704,0.13603188,0.07598432,0.12798895,0.055141464 | |
| lvdd,0.116083205,0.04822496,0.12585947,0.07831918,0.1310434,0.04716826 | |
| wall_score,0.13979602,0.055597268,0.11368031,0.0860004,0.12907003,0.0497069 | |
| wall_index,0.12892403,0.05611374,0.10429019,0.100606374,0.13580973,0.050586376 | |
| alive_at_1,0.14564325,0.5197888,0.078296624,0.29039752,0.11555017,0.5766329 | |
| cpu_training_time,0.00019317112,0.0002047462,0.0007752942,0.00034863898,0.00014316695,0.0008181773 | |
| cpu_prediction_time,0.00025733846,0.00055061077,0.00096824445,0.0010409855,0.0002954296,0.0015570543 | |
| memory_usage,0.000611304,0.00067748973,0.0017645035,0.0016860735,0.0005557213,0.0011616362 | |
| max_depth,0.00050591386,0.00057749124,0.0010924019,0.0015415595,0.0004561517,0.0005159784 | |
| learning_rate,0.0007604806,0.002851034,0.0023993629,0.0023721978,0.0010687477,0.007881799 | |
| n_estimators,0.00057731295,0.0029956943,0.0013976523,0.00064800726,0.00031868866,0.007613284 | |
| model_CatBoostRegressor,0.0003918165,0.00054675055,0.0009171426,0.00075921166,0.00037023128,0.00056410406 | |
| model_DecisionTreeRegressor,0.0,0.0,0.0,0.008694493,0.0,0.00057862024 | |
| model_LGBMRegressor,0.00041020193,0.00038378738,0.0005877318,0.00039818356,0.00024512954,0.00077108055 | |
| model_RandomForestRegressor,0.00036755405,0.0005099388,0.0006464628,0.0005647189,0.00030266133,0.00090880605 | |
| model_XGBRegressor,0.0007744482,0.0014718655,0.0014936564,0.0016745096,0.0012964011,0.000982544 | |