コード例 #1
0
ファイル: test_des_integration.py プロジェクト: postyear/DES 
def test_mi(knn_methods):
    pool_classifiers, X_dsel, y_dsel, X_test, y_test = setup_classifiers()

    desmi = DESMI(pool_classifiers, alpha=0.9, knn_classifier=knn_methods)
    desmi.fit(X_dsel, y_dsel)
    assert np.isclose(desmi.score(X_test, y_test), 0.9787234042553191)
コード例 #2
0
def test_mi():
    pool_classifiers, X_dsel, y_dsel, X_test, y_test = setup_classifiers()

    desmi = DESMI(pool_classifiers, alpha=0.9)
    desmi.fit(X_dsel, y_dsel)
    assert np.isclose(desmi.score(X_test, y_test), 0.3500000000)