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FIX unstable test due to bootstrap and unset random state #5242

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Merged
merged 1 commit into from
Sep 11, 2015
Merged

FIX unstable test due to bootstrap and unset random state #5242

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11 changes: 6 additions & 5 deletions sklearn/ensemble/tests/test_forest.py
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Original file line number Diff line number Diff line change
Expand Up @@ -980,11 +980,12 @@ def test_warm_start_oob():
yield check_warm_start_oob, name


def test_dtype_convert():
classifier = RandomForestClassifier()
CLASSES = 15
X = np.eye(CLASSES)
y = [ch for ch in 'ABCDEFGHIJKLMNOPQRSTU'[:CLASSES]]
def test_dtype_convert(n_classes=15):
classifier = RandomForestClassifier(random_state=0, bootstrap=False)

X = np.eye(n_classes)
y = [ch for ch in 'ABCDEFGHIJKLMNOPQRSTU'[:n_classes]]

result = classifier.fit(X, y).predict(X)
assert_array_equal(classifier.classes_, y)
assert_array_equal(result, y)