Generalization error estimation

The process of estimating the generalization error of a model using statistical methods.

  1. Evaluating the effectiveness of early stopping: Metrics and benchmarks for measuring model performance
  2. In-Sample Testing Vs Cross Validation (Deciphered)
  3. Cross-Validation: Training Vs. Validation Data (Unpacked)