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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
still_alive,0.06277205,0.059386782,0.11624425,0.0680633,0.075591244,0.062118113
age,0.08837228,0.0527987,0.10415113,0.08264272,0.10133882,0.0390083
pericardial,0.08717547,0.06130333,0.08246329,0.09785787,0.08202844,0.029751807
fractional,0.111320294,0.059379976,0.1154345,0.08660651,0.114532314,0.041306086
epss,0.12519807,0.06563143,0.13582546,0.078629844,0.12387563,0.045732416
lvdd,0.121845886,0.05214112,0.12690324,0.07805221,0.12850247,0.034459777
wall_score,0.14756873,0.055735506,0.12598795,0.09022827,0.13344331,0.038337804
wall_index,0.13461283,0.057844386,0.11043167,0.10913013,0.13374908,0.037984964
alive_at_1,0.116225205,0.52572453,0.06858363,0.29711205,0.10137423,0.65431565
cpu_training_time,0.00014381144,0.00046947703,0.00060863595,0.0006456925,0.00014473306,0.0005616176
cpu_prediction_time,0.00024087336,0.00096591347,0.0011270554,0.00097592286,0.0003214776,0.0020167253
memory_usage,0.00072191766,0.0007239636,0.001936061,0.0015692357,0.00055002834,0.0006775737
max_depth,0.00046208888,0.00051199115,0.0013083485,0.0013283503,0.0005674461,0.0003805242
learning_rate,0.0007994656,0.0018798138,0.0023749545,0.0021404945,0.00082072406,0.0062458105
n_estimators,0.0004779139,0.0023808684,0.0012248683,0.0007946367,0.0011694342,0.0044521764
model_CatBoostRegressor,0.00029412907,0.0004942334,0.0009230677,0.0007997447,0.00044493648,0.00042124855
model_DecisionTreeRegressor,0.0005803936,0.0002400144,0.0013247451,0.0,0.00043568917,0.0003692172
model_LGBMRegressor,0.00016703611,0.0004102336,0.0005320638,0.00040840835,0.00020535126,0.00037443024
model_RandomForestRegressor,0.00043166266,0.00067103864,0.00072660553,0.0009615769,0.0003831071,0.0006797684
model_XGBRegressor,0.0005898995,0.0013067027,0.0018884743,0.002053042,0.0005215315,0.00080606434
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