44import numpy as np
55from numpy .testing import assert_raises
66from numpy .testing import assert_equal
7+ from nose .tools import assert_true
78
89from collections import Counter
910
@@ -61,7 +62,7 @@ def test_make_imbalance_1():
6162 counter = Counter (y_ )
6263 assert_equal (counter [0 ], 500 )
6364 assert_equal (counter [1 ], 250 )
64- assert (np .all ([X_i in X for X_i in X_ ]))
65+ assert_true (np .all ([X_i in X for X_i in X_ ]))
6566
6667
6768def test_make_imbalance_2 ():
@@ -70,7 +71,7 @@ def test_make_imbalance_2():
7071 counter = Counter (y_ )
7172 assert_equal (counter [0 ], 500 )
7273 assert_equal (counter [1 ], 125 )
73- assert (np .all ([X_i in X for X_i in X_ ]))
74+ assert_true (np .all ([X_i in X for X_i in X_ ]))
7475
7576
7677def test_make_imbalance_3 ():
@@ -79,7 +80,7 @@ def test_make_imbalance_3():
7980 counter = Counter (y_ )
8081 assert_equal (counter [0 ], 500 )
8182 assert_equal (counter [1 ], 50 )
82- assert (np .all ([X_i in X for X_i in X_ ]))
83+ assert_true (np .all ([X_i in X for X_i in X_ ]))
8384
8485
8586def test_make_imbalance_4 ():
@@ -88,7 +89,7 @@ def test_make_imbalance_4():
8889 counter = Counter (y_ )
8990 assert_equal (counter [0 ], 500 )
9091 assert_equal (counter [1 ], 5 )
91- assert (np .all ([X_i in X for X_i in X_ ]))
92+ assert_true (np .all ([X_i in X for X_i in X_ ]))
9293
9394
9495def test_make_imbalance_5 ():
@@ -97,7 +98,7 @@ def test_make_imbalance_5():
9798 counter = Counter (y_ )
9899 assert_equal (counter [1 ], 500 )
99100 assert_equal (counter [0 ], 5 )
100- assert (np .all ([X_i in X for X_i in X_ ]))
101+ assert_true (np .all ([X_i in X for X_i in X_ ]))
101102
102103
103104def test_make_imbalance_multiclass ():
@@ -113,4 +114,4 @@ def test_make_imbalance_multiclass():
113114 assert_equal (counter [0 ], 90 )
114115 assert_equal (counter [1 ], 400 )
115116 assert_equal (counter [2 ], 500 )
116- assert (np .all ([X_i in X for X_i in X_ ]))
117+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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