1ad718089f4d32a34e873091ff9d02a4c36d5d9f,deslib/tests/test_base.py,,test_IH_is_used,#,139

Before Change

    ds_test.DSEL_target = y_dsel_ex1
    ds_test.DSEL_data = X_dsel_ex1

    ds_test.neighbors = neighbors_ex1[index, :]
    ds_test.distances = distances_ex1[index, :]

    predicted = ds_test.predict(query)

After Change

def test_IH_is_used():

    expected = np.array([0, 0, 1])
    query = np.ones((3, 2))
    ds_test = DS(create_pool_classifiers(), with_IH=True, IH_rate=0.5)
    ds_test.fit(X_dsel_ex1, y_dsel_ex1)

    ds_test.processed_dsel = dsel_processed_ex1

Instances