Title :
Suboptimal method of feature selection and ordering for multiclass problems
Author :
Horne, P.J. ; Mamdani, E.H.
Author_Institution :
Queen Mary College, Department of Electrical & Electronic Engineering, London, UK
Abstract :
Feature extraction remains a problem in pattern recognition, and the letter describes a method of weighting features so that the significant parameters of the input patterns are emphasised. This enables dimensionality reduction to take place without loss of information necessary to distinguish between classes.
Keywords :
pattern recognition; feature extraction; feature selection; multiclass problems; ordering; pattern recognition; suboptimal method; weighting features;
Journal_Title :
Electronics Letters
DOI :
10.1049/el:19750013
