6993ef8bcf62f1e9c33a1a7b25b835e6406b0725,Orange/tests/test_svm.py,SVMTest,test_NuSVM,#SVMTest#,30

Before Change

        self.assertTrue(np.sum(z.reshape((-1, 1)) == self.data.Y[n:]) > 0.7*len(z))

    def test_NuSVM(self):
        n = int(0.7*self.data.X.shape[0])
        learn = NuSVMLearner(nu=0.01)
        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_SVR(self):
        nrows = 500

After Change

    def test_NuSVM(self):
        learn = NuSVMLearner(nu=0.01)
        res = Orange.evaluation.CrossValidation(self.data, [learn], k=2)
        self.assertGreater(Orange.evaluation.CA(res)[0], 0.9)

    def test_SVR(self):
        nrows, ncols = 200, 5

Instances