overfitting

2 articles · All tags

• Cross-Validation
  Resampling techniques for estimating how well a model performs on unseen data, most commonly k-fold cross-validation.
• Overfitting and Regularization
  When models memorize instead of generalize, and the standard techniques — from data to penalty terms — that prevent it.