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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
process_b1_capacity,0.10026575,0.18472327,0.15752397,0.23056413,0.08254869,0.1239321
process_b2_capacity,0.05757024,0.029451666,0.038265996,0.03618825,0.052636363,0.01759938
process_b3_capacity,0.015345267,0.011320677,0.005312605,0.007234505,0.031289876,0.03126003
process_b4_capacity,0.07760049,0.046069555,0.061900772,0.06910402,0.0807995,0.034403645
property_price,0.08461831,0.12534413,0.066713855,0.0838029,0.07911426,0.056495864
property_product,0.082632124,0.18807536,0.1357422,0.16015652,0.06960371,0.10046275
property_winner,0.062016126,0.030573577,0.050603107,0.048940994,0.052365806,0.018303137
cpu_training_time,0.012541268,0.019022265,0.014304239,0.025457542,0.020366196,0.03281467
cpu_prediction_time,0.013596582,0.015116688,0.020398775,0.016660504,0.02291667,0.021659598
memory_usage,0.057459652,0.08523576,0.042783868,0.05002552,0.046062164,0.10851742
max_depth,0.063262254,0.04093048,0.060015976,0.039276484,0.05218362,0.0540899
learning_rate,0.12831382,0.09752967,0.08547786,0.08862522,0.09784571,0.1208897
n_estimators,0.12353429,0.061353587,0.0789959,0.07425208,0.11183105,0.10031175
model_CatBoostRegressor,0.02216284,0.014135471,0.018140232,0.015153845,0.042933222,0.029895758
model_DecisionTreeRegressor,0.021008506,0.001042896,0.0019447077,0.008015698,0.03966073,0.01322259
model_LGBMRegressor,0.034588266,0.019506982,0.008854004,0.015442407,0.04448656,0.03523069
model_RandomForestRegressor,0.020293636,0.015818678,0.14894709,0.023657544,0.03287903,0.059623558
model_XGBRegressor,0.023190612,0.014749295,0.004074924,0.0074417554,0.040476926,0.041287463
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