Mathematical aspects of optimal linear discriminant function

24 August 2005

conference paper
Published by Institute of Electrical and Electronics Engineers (IEEE)

p. 161-166
https://doi.org/10.1109/cmpsac.1979.762485

Abstract

The discriminant function with the minimum misclassification of internal samples among the linear functions is named 'Optimal Linear Discriminant Function (O.L.D.F.)" and is investigated. A method using linear transformation of coordinate system is proposed as a means of obtaining the O.L.D.F. The consistency of the function is examined statistically.

Keywords

VECTORS
BOOKS
MATHEMATICAL PROGRAMMING
DECISION THEORY
DATA ANALYSIS
ERROR ANALYSIS
LINEAR DISCRIMINANT ANALYSIS
INFORMATICS
PATTERN RECOGNITION

This publication has 2 references indexed in Scilit:

An Algorithm for the Optimal Solution of Linear Inequalities and its Application to Pattern Recognition
IEEE Transactions on Computers, 1973
Adaptive Linear Classifier by Linear Programming
IEEE Transactions on Systems Science and Cybernetics, 1970