8000 flake8 · scikit-learn/scikit-learn@0a1bcf5 · GitHub
[go: up one dir, main page]

Skip to content

Commit 0a1bcf5

Browse files
committed
flake8
1 parent cefa81b commit 0a1bcf5

File tree

2 files changed

+15
-6
lines changed

2 files changed

+15
-6
lines changed

sklearn/ensemble/iforest.py

Lines changed: 4 additions & 1 deletion
Original file line numberDiff line numberDiff line change
@@ -408,7 +408,10 @@ def score_samples(self, X):
408408

409409
scores = 2 ** (
410410
-depths
411-
/ (len(self.estimators_) * _average_path_length([self.max_samples_]))
411+
/ (
412+
len(self.estimators_)
413+
* _average_path_length([self.max_samples_])
414+
)
412415
)
413416

414417
# Take the opposite of the scores as bigger is better (here less

sklearn/ensemble/tests/test_iforest.py

Lines changed: 11 additions & 5 deletions
Original file line numberDiff line numberDiff line change
@@ -10,7 +10,6 @@
1010

1111
import numpy as np
1212

13-
from sklearn.utils.testing import assert_almost_equal
1413
from sklearn.utils.testing import assert_array_equal
1514
from sklearn.utils.testing import assert_array_almost_equal
1615
from sklearn.utils.testing import assert_raises
@@ -268,10 +267,17 @@ def test_iforest_average_path_length():
268267
result_two = 2. * (np.log(998.) + np.euler_gamma) - 2. * 998. / 999.
269268

270269
assert_array_almost_equal(_average_path_length([1]), [1.], decimal=10)
271-
assert_array_almost_equal(_average_path_length([5]), [result_one], decimal=10)
272-
assert_array_almost_equal(_average_path_length([999]), [result_two], decimal=10)
273-
assert_array_almost_equal(_average_path_length(np.array([1, 5, 999])),
274-
[1., result_one, result_two], decimal=10)
270+
assert_array_almost_equal(
271+
_average_path_length([5]), [result_one], decimal=10
272+
)
273+
assert_array_almost_equal(
274+
_average_path_length([999]), [result_two], decimal=10
275+
)
276+
assert_array_almost_equal(
277+
_average_path_length(np.array([1, 5, 999])),
278+
[1.0, result_one, result_two],
279+
decimal=10,
280+
)
275281

276282

277283
@pytest.mark.filterwarnings('ignore:default contamination')

0 commit comments

Comments
 (0)
0