Esempi in Python per BaseEnsemble._make_estimator

Esempio n. 1

File: test_base.py Progetto: aravindgd/scikit-learn

def test_base():
    """Check BaseEnsemble methods."""
    tree = DecisionTreeClassifier()
    ensemble = BaseEnsemble(base_estimator=tree, n_estimators=3)

    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator()

    assert_equal(3, len(ensemble))
    assert_equal(3, len(ensemble.estimators_))

Esempio n. 2

def test_base():
    """Check BaseEnsemble methods."""
    tree = DecisionTreeClassifier()
    ensemble = BaseEnsemble(base_estimator=tree, n_estimators=3)

    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator()

    assert_equal(3, len(ensemble))
    assert_equal(3, len(ensemble.estimators_))

Esempio n. 3

File: test_base.py Progetto: mugiro/elm-python

def test_base():
    """Check BaseEnsemble methods."""
    tree = DecisionTreeClassifier()
    ensemble = BaseEnsemble(base_estimator=tree, n_estimators=3)

    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator(append=False)

    assert_equal(3, len(ensemble))
    assert_equal(3, len(ensemble.estimators_))

    assert_true(isinstance(ensemble[0], DecisionTreeClassifier))

Esempio n. 4

File: test_base.py Progetto: yiyinianhua/scikit-learn

def test_base():
    """Check BaseEnsemble methods."""
    tree = DecisionTreeClassifier()
    ensemble = BaseEnsemble(base_estimator=tree, n_estimators=3)

    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator()
    ensemble._make_estimator(append=False)

    assert_equal(3, len(ensemble))
    assert_equal(3, len(ensemble.estimators_))

    assert_true(isinstance(ensemble[0], DecisionTreeClassifier))