Upload optuna_best_params.json — LST pipeline v2
Browse files- optuna_best_params.json +36 -0
optuna_best_params.json
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{
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"xgb_best_params": {
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"n_estimators": 900,
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"max_depth": 4,
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"learning_rate": 0.038236049870670266,
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"subsample": 0.8633443157824261,
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"colsample_bytree": 0.7086396098332438,
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"colsample_bylevel": 0.6743605741768488,
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"reg_alpha": 0.00020276984413394845,
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"reg_lambda": 0.27232932664601445,
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"min_child_weight": 9,
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"gamma": 0.056531414626646265,
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"max_delta_step": 0
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},
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"lgb_best_params": {
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"n_estimators": 1200,
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"num_leaves": 37,
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"max_depth": 8,
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"learning_rate": 0.10166329761552124,
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"subsample": 0.7516960650400075,
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"colsample_bytree": 0.511847705752916,
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"reg_alpha": 0.18834148857954724,
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"reg_lambda": 0.28078385093011937,
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"min_child_samples": 29,
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"bagging_freq": 5
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},
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"cat_best_params": {
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"iterations": 1200,
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"depth": 4,
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"learning_rate": 0.04441830208165559,
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"l2_leaf_reg": 0.0011335461005797611,
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"bagging_temperature": 0.6971558983400944,
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"border_count": 198,
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"random_strength": 9.285398156985247
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}
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}
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