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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
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percentage_expenditure,0.023050485,0.032139007,0.048338324,0.041727018,0.011428265,0.008821604
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max_depth,0.0007990546,0.0023378704,0.0039015354,0.003981711,0.00034809238,0.002334167
learning_rate,0.004428574,0.010102787,0.014893224,0.019090032,0.003036767,0.01047795
n_estimators,0.0035220387,0.012438282,0.012923382,0.015202476,0.0024459327,0.010362482
model_CatBoostRegressor,0.0024665385,0.00525782,0.01088082,0.01547462,0.0008107537,0.004622445
model_DecisionTreeRegressor,0.00057806715,0.00038037635,0.0008806764,0.0006275306,0.00028448724,5.22817e-05
model_LGBMRegressor,0.00050322246,0.000893822,0.00085110473,0.001179645,0.0006822773,0.0018414746
model_RandomForestRegressor,0.0006235486,0.0011996735,0.0019887565,0.0032263591,0.0004748474,0.0014304342
model_XGBRegressor,0.0003815159,0.0011935061,0.0007359516,0.002304278,0.0007544773,0.0023024767
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