Asymptotic and finite-sample correlations between OBM estimators.

Antonio C. Pedrosa Bruce W. Schmeiser

Published in: WSC (1993)

Keyphrases

finite sample
lower bound
sample size
statistical learning theory
uniform convergence
vc dimension
error bounds
nearest neighbor
generalization bounds
generalization error
parzen window
theoretical framework
learning theory
inductive inference
model selection
multi class
training set