Automatic selection of reference data for use in a nearest-neighbor method of pattern classification (Corresp.)

1 July 1974

journal article
Published by Institute of Electrical and Electronics Engineers (IEEE) in IEEE Transactions on Information Theory

Vol. 20 (4) , 541-543
https://doi.org/10.1109/tit.1974.1055252

Abstract

Two methods for automatic selection of nearest-neighbor reference data have been compared in small-scale experimentation. One of the methods is original and appears to be more successful than Hart's well-known "condensed nearest-neighbor" method [1].

Keywords

REFERENCE DATA
NEIGHBOR METHOD
SUCCESSFUL THAN
THAN HART'S
SMALL SCALE
HART'S WELL
TWO METHODS
SCALE EXPERIMENTATION
NEIGHBOR REFERENCE
CONDENSED NEAREST

This publication has 2 references indexed in Scilit:

The reduced nearest neighbor rule (Corresp.)
IEEE Transactions on Information Theory, 1972
The condensed nearest neighbor rule (Corresp.)
IEEE Transactions on Information Theory, 1968