Which of the following statements about the k$-$nearest neighbor $($KNN$)$ algorithm is false?

A$.$ KNN is a non$-$parametric method which is usually used in datasets with irregular decision boundaries.

B$.$ The basic concept of KNN is "Birds of a feather flock together."

C$.$ The key point of KNN is node splitting.

D$.$ KNN requires huge computing amount.