Title :
A distribution-free performance bound in error estimation (Corresp.)
Author :
Devroye, L. ; Wagner, Thomas
fDate :
9/1/1976 12:00:00 AM
Abstract :
It is shown that distribution-free confidence intervals can be placed about the resubstitution estimate of the probability of error of any linear discrimination procedure.
Keywords :
Estimation; Pattern classification; Distribution functions; Error analysis; Frequency estimation; Probability; Random variables; Size measurement; State estimation; Vectors;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1976.1055604
