What is regularization?
Regularization discourages overly complex models so they generalize better.
- L1 can drive weights to zero
- L2 shrinks weights smoothly
- Early stopping is also a regularization idea
What is regularization?
What is regularization?
Regularization discourages overly complex models so they generalize better.