| ,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance | |
| still_alive,0.061305735,0.07171483,0.14917377,0.07400114,0.06849201,0.059937727 | |
| age,0.09891389,0.0473786,0.104340434,0.08389416,0.094723694,0.040904094 | |
| pericardial,0.07661468,0.050316963,0.075644344,0.086193465,0.06529087,0.030913698 | |
| fractional,0.107696526,0.058162462,0.10840702,0.086225346,0.11710764,0.043385103 | |
| epss,0.13431947,0.05314805,0.13405366,0.07720803,0.12246981,0.050664734 | |
| lvdd,0.12351167,0.04310861,0.12669872,0.08440385,0.13481154,0.04030514 | |
| wall_score,0.13697216,0.048883572,0.11465106,0.09161351,0.14012046,0.042148147 | |
| wall_index,0.12966435,0.04985514,0.09390721,0.09972515,0.13993989,0.042531587 | |
| alive_at_1,0.12600787,0.56744885,0.081089,0.29614183,0.111938,0.6297279 | |
| cpu_training_time,0.00017398503,0.00019656117,0.00085952005,0.0006972315,0.00015528235,0.00058885163 | |
| cpu_prediction_time,0.0003789515,0.0005856522,0.0008393262,0.001047968,0.0002916198,0.0015126549 | |
| memory_usage,0.0006271985,0.00059928186,0.0017670894,0.0015038823,0.0006378065,0.0007565688 | |
| max_depth,0.0004760244,0.0004835219,0.0011609005,0.0013018529,0.00040462211,0.00039343646 | |
| learning_rate,0.00082818925,0.002277259,0.0023142565,0.002152475,0.0010018144,0.0071389275 | |
| n_estimators,0.0005374958,0.0026956121,0.0014447289,0.00080990384,0.0012773401,0.00609305 | |
| model_CatBoostRegressor,0.0004966864,0.0005033053,0.0010476427,0.00074311165,0.00035520984,0.0004241357 | |
| model_DecisionTreeRegressor,1.4095576e-05,0.0004138605,0.0,0.008024112,0.0,0.00053887116 | |
| model_LGBMRegressor,0.00042718116,0.00028978777,0.0004166525,0.00045222347,0.00020821116,0.0005536654 | |
| model_RandomForestRegressor,0.00039538136,0.00052167545,0.0006471056,0.0017223591,0.000305924,0.0005984163 | |
| model_XGBRegressor,0.0006384892,0.0014163654,0.0015375293,0.002138412,0.00046825522,0.0008832734 | |