fec5e567f52fec1ec897431c3108c290746dcd10,examples/feat_bagging_example.py,,,#,14

Before Change

    n_train = 100
    n_test = 50

    X_train, y_train, c_train, X_test, y_test, c_test = generate_data(
        n_train=n_train, n_test=n_test, contamination=contamination)

    X = np.asarray([[1, 2],

After Change

    //
    // X_train, y_train, X_test, y_test = generate_data(
    //     n_train=n_train, n_test=n_test, contamination=contamination)
    mat_file = "cardio.mat"

    try:
        mat = loadmat(os.path.join("example_data", mat_file))

    except TypeError:
        print("{data_file} does not exist. Use generated data".format(
            data_file=mat_file))
        X, y = generate_data(train_only=True)  // load data
    except IOError:
        print("{data_file} does not exist. Use generated data".format(
            data_file=mat_file))
        X, y = generate_data(train_only=True)  // load data
    else:
        X = mat["X"]
        y = mat["y"].ravel()

    X_train, X_test, y_train, y_test = train_test_split(X, y,
                                                        test_size=0.4,
                                                        random_state=2)
    

Instances