DocumentCode :
3784436
Title :
Almost everywhere convergence of a recursive regression function estimate and classification (Corresp.)
Author :
A. Krzyzak;M. Pawlak
Volume :
30
Issue :
1
fYear :
1984
Firstpage :
91
Lastpage :
93
Abstract :
It is shown that the recursive kernel estimate of the regression functionE(Y|X = x)is consistent at almost everyx(\mu)regardless of the distribution\muofX. Thus the result is distribution-free. From this we show that the risk for a suitable classification rule derived from the estimate converges to Bayes´ risk, no matter what the class distributions are.
Journal_Title :
IEEE Transactions on Information Theory
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.1984.1056833
Filename :
1056833
Link To Document :
بازگشت