def performLinearRegression(test_feature): (val, x, y) = svm_predict([1], [test_feature.tolist()], svmModel, '-q') return val[0]
def performRegression(test_feature1, test_feature2): test_feature = test_feature1 - test_feature2 (val, x, y) = svm_predict([1], [test_feature.tolist()], svmModel, '-q') return val[0] > 0