Felipe Brandão vanbrands
vanbrands
/ mlprod:tuning.py
Last active
July 30, 2020 03:40
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| from sklearn.preprocessing import KBinsDiscretizer | |
| from sklearn.model_selection import RandomizedSearchCV | |
| search_space = { | |
| 'preprocessing__binfeatures__n_bins': [10, 20], | |
| 'model__n_estimators': [500, 1000, 2000], | |
| 'model__class_weight': ['balanced', 'balanced_subsample'] | |
| } | |
| preprocessing = ColumnTransformer(transformers=[ |
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