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,L1s_importance,L1_importance,L2s_importance,L2_importance,Lpls_importance,Lpl_importance
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percentage_expenditure,0.020049317,0.03071234,0.050161112,0.03296974,0.009952404,0.010265905
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memory_usage,0.0010193138,0.0023797983,0.0027395983,0.0040167468,0.00047415972,0.006354532
max_depth,0.00084394467,0.0021930349,0.0032251598,0.0032538727,0.00036843703,0.0023295535
learning_rate,0.0044292044,0.01034846,0.013931572,0.015965724,0.0027260203,0.012840971
n_estimators,0.0039187334,0.0106939655,0.013659374,0.013026592,0.002607886,0.011406964
model_CatBoostRegressor,0.0022804353,0.0052070557,0.009380841,0.0131671615,0.0007471599,0.0043061357
model_DecisionTreeRegressor,0.00033207992,0.00025201883,0.00087444397,0.0006231345,0.0,9.121047e-05
model_LGBMRegressor,0.0005193567,0.00091926724,0.0011445076,0.0016284756,0.00067120045,0.0015088761
model_RandomForestRegressor,0.00056798453,0.0015576389,0.003558025,0.0023024546,0.00053539115,0.0014473299
model_XGBRegressor,0.00033844117,0.0009412955,0.00071010564,0.002509938,0.0007433957,0.0026522665
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