| Literature DB >> 10226194 |
Z Cataltepe1, Y S Abu-Mostafa, M Magdon-Ismail.
Abstract
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.Mesh:
Year: 1999 PMID: 10226194 DOI: 10.1162/089976699300016557
Source DB: PubMed Journal: Neural Comput ISSN: 0899-7667 Impact factor: 2.026