stop_tricks1997.pdf

Validation can be used to detect when overtting starts during supervised training of a neural network; training is then stopped before convergence to avoid the overtting (\early stopping"). The exact criterion used for validation-based early stopping, however, is usually chosen in an ad-hoc fash