Supervised Machine Learning in Depth · Interactive activity

Ridge, Lasso and Elastic Net

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How do you stop a model from memorising?

A very wiggly curve needs huge weights to bend that sharply. So what if huge weights cost something?

What happens if you charge a “fee” for big weights?