Which regularization in the linear regression modeling leads to zero weights and therefore can be used for feature selection?

Group of answer choices

L$1$ regularization

L$2$ regularization

Both L$1$ regularization and L$2$ regularization

Neither L$1$ regularization nor L$2$ regularization