Can you explain the impact of regularization strength on the coefficients in ElasticNet?

  • Decreases coefficients proportionally
  • Increases coefficients
  • No impact
  • Varies based on L1/L2 ratio
ElasticNet combines L1 and L2 penalties, so the impact on coefficients depends on the balance between L1 and L2, controlled by the hyperparameters.
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