Negligent Cross-Validation

Hyperparameter Overfitting

Phenomenon where hyperparameters are optimized to perform specifically on the validation set, compromising generalization to new data. This problem occurs when the same cross-validation is used for both hyperparameter selection and final evaluation.

← Back