87ce5a9cb09ea8ff0d7a90fdab2eeab0115d7c09,pyod/test/test_feature_bagging.py,TestFeatureBagging,setUp,#TestFeatureBagging#,31

Before Change

    def setUp(self):
        mat_file = "cardio.mat"
        mat = loadmat(os.path.join("test_data", mat_file))
        X = mat["X"]
        y = mat["y"].ravel()

        X_train, X_test, y_train, y_test = train_test_split(X, y,
                                                            test_size=0.4)

After Change

        self.n_test = 50
        self.contamination = 0.1
        self.roc_floor = 0.6
        self.X_train, self.y_train, self.X_test, self.y_test = generate_data(
            n_train=self.n_train, n_test=self.n_test,
            contamination=self.contamination)

        self.clf = FeatureBagging(contamination=self.contamination)
        self.clf.fit(self.X_train)

Instances