# Method 1
svm_classifier_soft = sklearn.svm.LinearSVC(C=10)
svm_classifier_soft.fit(X_train, y_train)

# Method 2
svm_classifier_soft = sklearn.svm.SVC(kernel='linear', C=10)
svm_classifier_soft.fit(X_train, y_train)