def cv_SVM(data_set, partitioner): clf = RbfCSVMC(0.8) clf.set_postproc(None) cv = CrossValidation(clf, partitioner) cv_results = cv(data_set) return np.mean(cv_results)
def train_SVM(data_set): clf = RbfCSVMC(0.8) clf.train(data_set) return clf