Imagine you have a model suffering from high bias. What changes would you make to the regularization techniques used?

  • Apply both Ridge and Lasso
  • Decrease regularization strength
  • Increase regularization strength
  • No change needed
Decreasing the regularization strength would reduce bias in the model, as less constraint is applied to the coefficients.
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