11d8e35daf491cd80dc62ecdc1767ee97d884c5a,Orange/tests/test_classification.py,ExpandProbabilitiesTest,test_multi_class,#ExpandProbabilitiesTest#,144

Before Change

        self.prepareTable(rows, attr, vars, class_var_domain)
        y = np.random.random_integers(2, 5, (rows, vars)) * 2
        t = data.Table(self.domain, self.x, y)
        learn = dummies.DummyMulticlassLearner()
        clf = learn(t)
        z, p = clf(self.x, ret=Orange.classification.Model.ValueProbs)
        self.assertEqual(p.shape, (rows, vars, class_var_domain))
        self.assertTrue(np.all(z == np.argmax(p, axis=-1)))

After Change

        self.prepareTable(rows, attr, vars, class_var_domain)
        y = np.random.random_integers(2, 5, (rows, vars)) * 2
        t = data.Table(self.domain, self.x, y)
        learn = DummyMulticlassLearner()
        clf = learn(t)
        z, p = clf(self.x, ret=Orange.classification.Model.ValueProbs)
        self.assertEqual(p.shape, (rows, vars, class_var_domain))
        self.assertTrue(np.all(z == np.argmax(p, axis=-1)))

Instances