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
