You are training a spam classifier. You notice that you are overfitting the training data. Which three actions can you take to resolve this problem? (Choose three.)

A. Get more training examples B. Reduce the number of training examples C. Use a smaller set of features D. Use a larger set of features E. Increase the regularization parameters F. Decrease the regularization parameters