Explain the mathematical difference between L1 (Lasso) and L2 (Ridge) regularization and when you would choose one over the other for feature selection.
Problem
Explain the mathematical difference between L1 (Lasso) and L2 (Ridge) regularization and when you would choose one over the other for feature selection.
Your answer
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