Chargement en cours...

Small Sample Inference for Generalization Error in Classification Using the CUD Bound

Confidence measures for the generalization error are crucial when small training samples are used to construct classifiers. A common approach is to estimate the generalization error by resampling and then assume the re-sampled estimator follows a known distribution to form a confidence set [Kohavi 1...

Description complète

Enregistré dans:
Détails bibliographiques
Auteurs principaux: Laber, Eric B., Murphy, Susan A.
Format: Artigo
Langue:Inglês
Publié: 2008
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC2876736/
https://ncbi.nlm.nih.gov/pubmed/20508837
Tags: Ajouter un tag
Pas de tags, Soyez le premier à ajouter un tag!