def test_desknn():
pool_classifiers, X_dsel, y_dsel, X_test, y_test = setup_classifiers()
desknn = DESKNN(pool_classifiers, DFP=True)
desknn.fit(X_dsel, y_dsel)
assert np.isclose(desknn.score(X_test, y_test), 0.89393939393939392)
def test_desknn(knn_methods):
pool_classifiers, X_dsel, y_dsel, X_test, y_test = setup_classifiers()
desknn = DESKNN(pool_classifiers, knn_classifier=knn_methods)
desknn.fit(X_dsel, y_dsel)
assert np.isclose(desknn.score(X_test, y_test), 0.97340425531914898)
