6993ef8bcf62f1e9c33a1a7b25b835e6406b0725,Orange/tests/test_svm.py,SVMTest,test_SVM,#SVMTest#,16

Before Change

        self.data.shuffle()

    def test_SVM(self):
        n = int(0.7*self.data.X.shape[0])
        learn = SVMLearner()
        clf = learn(self.data[:n])
        z = clf(self.data[n:])
        self.assertTrue(np.sum(z.reshape((-1, 1)) == self.data.Y[n:]) > 0.7*len(z))

    def test_LinearSVM(self):
        n = int(0.7*self.data.X.shape[0])

After Change

    def test_SVM(self):
        learn = SVMLearner()
        res = Orange.evaluation.CrossValidation(self.data, [learn], k=2)
        self.assertGreater(Orange.evaluation.CA(res)[0], 0.9)

    def test_LinearSVM(self):
        learn = LinearSVMLearner()
        res = Orange.evaluation.CrossValidation(self.data, [learn], k=2)

Instances