Which of the following is false for KNN$?$

Group of answer choices

$12-$NN classifier is more likely to underfit and less likely to overfit than a $1-$NN classifier.

KNN is a special case of locally weighted regression.

The k$-$d tree algorithm for nearest neighbor search does not speed up KNN

None of the given options