Title :
Variance comparisons for unbiased estimators of probability of correct classification (Corresp.)
Author :
Moore, David S. ; Whitsitt, Stephen J. ; Landgrebe, David A.
fDate :
1/1/1976 12:00:00 AM
Abstract :
Variance relationships among certain count estimators and posterior probability estimators of probability of correct classification are investigated. An estimator using posterior probabilities is presented for use in stratified sampling designs. A test case involving three normal classes is examined.
Keywords :
Estimation; Pattern classification; Laboratories; NASA; Random variables; Remote sensing; Sampling methods; Signal analysis; Statistics; Stochastic processes; Stochastic resonance; Testing;
Journal_Title :
Information Theory, IEEE Transactions on
DOI :
10.1109/TIT.1976.1055507
