Created
March 20, 2022 18:36
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| param_grid = { | |
| 'regressor__alpha': [0.1,1,10,0.01,0.01,5], | |
| 'regressor__l1_ratio': np.arange(0.40,1.00,0.10), | |
| } | |
| grid_search = GridSearchCV(reg, param_grid, cv=2) | |
| grid_search.fit(X_train, y_train) | |
| preds = grid_search.best_estimator_.predict(X_test) | |
| score = np.sqrt(mean_squared_error(y_test, preds)) |
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