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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
still_alive,0.05979392,0.07492182,0.10265108,0.0734844,0.06901518,0.065610446
age,0.08101054,0.051036116,0.109117314,0.07793864,0.091410995,0.03975252
pericardial,0.08335276,0.053706136,0.07658672,0.096263126,0.083145596,0.034659505
fractional,0.10912562,0.062185775,0.117364645,0.08870515,0.1134802,0.041441124
epss,0.12120016,0.063706085,0.14566852,0.08011347,0.12366587,0.049581096
lvdd,0.12813088,0.052607562,0.12834738,0.08534258,0.13304843,0.039074402
wall_score,0.14034308,0.055818625,0.12772354,0.08088432,0.13329741,0.04123373
wall_index,0.13483709,0.05819638,0.106612645,0.108586356,0.14090331,0.0429586
alive_at_1,0.13701962,0.5155537,0.07105689,0.29629654,0.10625266,0.62619454
cpu_training_time,0.00022101997,0.00023446637,0.00085095176,0.000514359,0.00019259787,0.0008811767
cpu_prediction_time,0.00044174888,0.00061808823,0.0009992329,0.0010330605,0.00032731754,0.0023194903
memory_usage,0.0006022407,0.00055092765,0.0017337351,0.00145861,0.0005618755,0.0007663503
max_depth,0.00046124682,0.0005405136,0.0012502902,0.0015037799,0.0005592843,0.0003762977
learning_rate,0.00079073384,0.0029417675,0.002343897,0.0021725674,0.0008449599,0.0058674808
n_estimators,0.0004595527,0.0028082805,0.0021046363,0.0011798927,0.00058417296,0.0059824754
model_CatBoostRegressor,0.00044327456,0.00060997857,0.00076686236,0.0005803443,0.00043095672,0.00046238737
model_DecisionTreeRegressor,0.0,0.0012559019,0.0013417308,0.0,0.00069851073,0.00070745335
model_LGBMRegressor,0.0005274331,0.00030993138,0.00065061223,0.00044441764,0.00032087482,0.0005030145
model_RandomForestRegressor,0.00034366467,0.0008438029,0.0004988884,0.0007619943,0.0003607359,0.00073451665
model_XGBRegressor,0.0008954101,0.001554109,0.002330434,0.0027364355,0.0008990467,0.0008934354
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