65cce49dcac95a195c1c3cb2283a4f4dbda981ec,deslib/tests/des/test_knop.py,,test_fit,#,57

Before Change

def test_fit():
    knop_test = KNOP(create_pool_classifiers())
    knop_test.fit(X_dsel_ex1, y_dsel_ex1)
    expected_scores = np.ones((15, 6)) * np.array([0.5, 0.5, 1.0, 0.0, 0.33, 0.67])
    assert np.array_equal(expected_scores, knop_test.dsel_scores)
    // Assert the roc_algorithm is fitted to the scores (decision space) rather than the features (feature space)
    assert np.array_equal(knop_test.roc_algorithm._fit_X, knop_test.dsel_scores)

After Change

def test_fit():
    knop_test = KNOP(create_pool_classifiers())
    knop_test.fit(X_dsel_ex1, y_dsel_ex1)
    expected_scores = np.array([[0.5, 0.5], [1.0, 0.0], [0.33, 0.67]])
    expected_scores = np.tile(expected_scores, (15, 1, 1))

    assert np.array_equal(expected_scores, knop_test.dsel_scores)

    // Assert the roc_algorithm is fitted to the scores (decision space) rather than the features (feature space)

Instances