Which of the following statements about regularization is not correct?

A) Using too large a value of lambda can cause your hypothesis to overfit the data

B) Using too large a value of lambda can cause your hypothesis to underfit the data.

C) Using a very large value of lambda cannot hurt the performance of your hypothesis.

D) None of the above

Correct Answer : None of the above

Explanation : A large value results in a large regularization penalty and therefore, a strong preference for simpler models, which can underfit the data.