Created
February 21, 2021 19:13
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Test evaluation
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| def test_dt_evaluation(dummy_titanic_dt, dummy_titanic): | |
| model = dummy_titanic_dt | |
| X_train, y_train, X_test, y_test = dummy_titanic | |
| pred_test = model.predict(X_test) | |
| pred_test_binary = np.round(pred_test) | |
| acc_test = accuracy_score(y_test, pred_test_binary) | |
| auc_test = roc_auc_score(y_test, pred_test) | |
| assert acc_test > 0.82, 'Accuracy on test should be > 0.82' | |
| assert auc_test > 0.84, 'AUC ROC on test should be > 0.84' |
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