seniorSVM
How does SVM relate to regularization theory?
Updated May 17, 2026
Short answer
SVM incorporates regularization by minimizing weight magnitude while maximizing margin.
Deep explanation
The term ||w||² acts as L2 regularization, controlling model complexity. The parameter C balances regularization strength against training error.
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