No Free Lunch for Early Stopping
Zehra Çataltepe, Yaser S. Abu‐Mostafa, Malik Magdon‐Ismail · Neural Computation · 1999
We show that with a uniform prior on models having the same training error, early stopping at some fixed training error above the training error minimum results in an increase in the expected generalization error.