9154f55a1d0946c6ee5a1ac309db2843e7ff1567,test/test_pipeline/components/data_preprocessing/test_balancing.py,BalancingComponentTest,test_weighting_effect,#BalancingComponentTest#,64

Before Change

                        include={"classifier": [name]})
                default = cs.get_default_configuration()
                default._values["balancing:strategy"] = strategy
                classifier = SimpleClassificationPipeline(default, random_state=1)
                predictor = classifier.fit(X_train, Y_train)
                predictions = predictor.predict(X_test)
                self.assertAlmostEqual(acc,
                    sklearn.metrics.f1_score(predictions, Y_test),

After Change

                Y_test = data_[1][700:]

                cs = SimpleClassificationPipeline().get_hyperparameter_search_space(
                    include={"classifier": ["sgd"], "preprocessor": [name]})
                default = cs.get_default_configuration()
                default._values["balancing:strategy"] = strategy
                classifier = SimpleClassificationPipeline(
                    default, random_state=1,
                    include={"classifier": ["sgd"], "preprocessor": [name]})
                Xt, fit_params = classifier.pre_transform(X_train, Y_train)
                classifier.fit_estimator(Xt, Y_train, **fit_params)
                predictions = classifier.predict(X_test)
                self.assertAlmostEqual(acc,

Instances