L1 regularization - AshokBhat/ml GitHub Wiki
About
- A type of regularization
- Penalizes weights in proportion to the sum of the absolute values of the weights.
- In models relying on sparse features, L1 regularization helps drive the weights of irrelevant or barely relevant features to exactly 0, which removes those features from the model.