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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
process_b1_capacity,0.14234659,0.15176663,0.15484625,0.21867181,0.078135125,0.12532088
process_b2_capacity,0.06564263,0.027159112,0.043576036,0.04621312,0.05111151,0.017760033
process_b3_capacity,0.016064737,0.009326799,0.0054579177,0.007117482,0.029854763,0.029204523
process_b4_capacity,0.085074194,0.04187784,0.062118072,0.06620068,0.08050711,0.034321822
property_price,0.1051984,0.112189986,0.07273845,0.08851161,0.075569175,0.056048032
property_product,0.09260641,0.18414663,0.14108434,0.15527065,0.06704891,0.10507303
property_winner,0.066645265,0.02515591,0.04595566,0.049558982,0.050943486,0.018895613
cpu_training_time,0.01460781,0.019033166,0.015285119,0.026337568,0.01990248,0.032545786
cpu_prediction_time,0.014378917,0.011620982,0.016543163,0.017655721,0.020990226,0.021454506
memory_usage,0.052504364,0.077680595,0.042212225,0.056505986,0.046033524,0.106049754
max_depth,0.054863065,0.038580526,0.056624047,0.042649966,0.047011755,0.05423896
learning_rate,0.09960145,0.08729427,0.08532374,0.08299545,0.09398296,0.123757996
n_estimators,0.092186935,0.05860799,0.07987932,0.086382724,0.1040213,0.10807205
model_CatBoostRegressor,0.015566719,0.01299145,0.008761712,0.015844207,0.035384327,0.030465264
model_DecisionTreeRegressor,0.028967308,0.095729165,0.026379133,0.0075553586,0.081651196,0.0
model_LGBMRegressor,0.022315944,0.016539725,0.0092465365,0.016414441,0.04059274,0.035466425
model_RandomForestRegressor,0.013978321,0.017084202,0.13115321,0.0119269015,0.042639706,0.058380082
model_XGBRegressor,0.017450996,0.013214921,0.002815154,0.0041873124,0.03461973,0.04294528
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