893b7c85c0cb072dfb59cbc1cca81a4a923d9df8,Orange/tests/test_softmax_regression.py,SoftmaxRegressionTest,test_SoftmaxRegressionPreprocessors,#SoftmaxRegressionTest#,17

Before Change

    def test_SoftmaxRegressionPreprocessors(self):
        np.random.seed(40)
        table = Table("iris")
        new_attrs = (ContinuousVariable("c0"),) + table.domain.attributes
        new_domain = Domain(new_attrs,
                            table.domain.class_vars,
                            table.domain.metas)
        new_table = np.hstack((
            100 * np.random.random((table.X.shape[0], 1)),
            table))
        table = table.from_numpy(new_domain, new_table)
        learners = [SoftmaxRegressionLearner(preprocessors=[]),
                    SoftmaxRegressionLearner()]
        results = CrossValidation(table, learners, k=10)
        ca = CA(results)

After Change

    def test_SoftmaxRegressionPreprocessors(self):
        table = Table("iris")
        table.X[:,2] = table.X[:,2] * 0.001
        table.X[:,3] = table.X[:,3] * 0.001
        learners = [SoftmaxRegressionLearner(preprocessors=[]),
                    SoftmaxRegressionLearner()]
        results = CrossValidation(table, learners, k=10)

Instances