def testBinary(): k = 2 data = Data(k, 0, 0) data.importDataFromMat() data.normalize() train = TrainerValidator(k, 70, 100, 10, 0.1, 0.2, 1, data) train.trainAndClassify() train.plotResults() test = Test(train.getMLP(), data, k) test.classify() test.examples() test.plot_confusion_matrix()