test_passive_aggressive.py 文件源码

def test_basic(self, single_chunk_classification):
        X, y = single_chunk_classification
        a = lm.PartialPassiveAggressiveClassifier(classes=[0, 1],
                                                  random_state=0,
                                                  max_iter=100, tol=1e-3)
        b = lm_.PassiveAggressiveClassifier(random_state=0, max_iter=100,
                                            tol=1e-3)
        a.fit(X, y)
        b.partial_fit(X, y, classes=[0, 1])
        assert_estimator_equal(a, b, exclude=['loss_function_'])