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import numpy as np
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from numpy .testing import assert_raises
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from numpy .testing import assert_equal
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+ from nose .tools import assert_true
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from collections import Counter
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@@ -61,7 +62,7 @@ def test_make_imbalance_1():
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counter = Counter (y_ )
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assert_equal (counter [0 ], 500 )
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assert_equal (counter [1 ], 250 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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def test_make_imbalance_2 ():
@@ -70,7 +71,7 @@ def test_make_imbalance_2():
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counter = Counter (y_ )
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assert_equal (counter [0 ], 500 )
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assert_equal (counter [1 ], 125 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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def test_make_imbalance_3 ():
@@ -79,7 +80,7 @@ def test_make_imbalance_3():
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counter = Counter (y_ )
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assert_equal (counter [0 ], 500 )
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assert_equal (counter [1 ], 50 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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def test_make_imbalance_4 ():
@@ -88,7 +89,7 @@ def test_make_imbalance_4():
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counter = Counter (y_ )
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assert_equal (counter [0 ], 500 )
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assert_equal (counter [1 ], 5 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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def test_make_imbalance_5 ():
@@ -97,7 +98,7 @@ def test_make_imbalance_5():
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counter = Counter (y_ )
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assert_equal (counter [1 ], 500 )
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assert_equal (counter [0 ], 5 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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def test_make_imbalance_multiclass ():
@@ -113,4 +114,4 @@ def test_make_imbalance_multiclass():
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assert_equal (counter [0 ], 90 )
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assert_equal (counter [1 ], 400 )
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assert_equal (counter [2 ], 500 )
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- assert (np .all ([X_i in X for X_i in X_ ]))
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+ assert_true (np .all ([X_i in X for X_i in X_ ]))
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