Created
March 1, 2022 16:08
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| parameters = {'criterion': ['entropy', 'gini'], | |
| 'max_depth': range(1, 20), | |
| 'min_samples_split': range(2, 10), | |
| 'max_features': ['sqrt', 'log2', None] | |
| } | |
| model = DecisionTreeClassifier() | |
| gs = GridSearchCV(model, parameters, cv=5, n_jobs=-1, verbose=1) | |
| gs.fit(X_train, y_train) | |
| gs.best_score_, gs.best_params_ |
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