def train_svm():
data_helper = DataHelper()
train_text, train_labels, ver_text, ver_labels, test_text, test_labels = data_helper.get_data_and_labels()
stopwords = data_helper.get_stopwords()
svm = SVM(train_text, train_labels, ver_text, ver_labels, test_text, test_labels, stopwords)
svm.train()
svm.verification()
print('ver_acc: {:.3}'.format(svm.ver_acc))
svm.test()
print('test_acc: {:.3}'.format(svm.test_acc))
