A Probabilistic Theory of Pattern Recognition
A Probabilistic Theory of Pattern Recognition
L. Devroye,L. Györfi,G. Lugosi
1996 · DOI: 10.1007/978-1-4612-0711-5
Stochastic Modelling and Applied Probability · 4,100 Citations
TLDR
The Bayes Error and Vapnik-Chervonenkis theory are applied as guide for empirical classifier selection on the basis of explicit specification and explicit enforcement of the maximum likelihood principle.