In L2 regularization, the penalty is proportional to the _______ of the magnitude of the coefficients.

  • Square
  • Absolute
  • Exponential
  • Logarithmic
In L2 regularization (Ridge), the penalty is proportional to the square of the magnitude of the coefficients. This regularization technique adds a penalty term to the loss function based on the sum of squared coefficients, which helps prevent overfitting by discouraging large coefficients.
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