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Two Group Linear Discrimination Based on Transvariation Measures

Authors :
Angela Montanari
Daniela Giovanna Calo
Source :
Studies in Classification, Data Analysis, and Knowledge Organization ISBN: 9783540646419
Publication Year :
1998
Publisher :
Springer Berlin Heidelberg, 1998.

Abstract

In this paper we derive a two group-linear discriminant function (LDF) by minimizing Gini’s transvariation probability. This solution is a special case of projection pursuit methods and improves the performances of Fisher’s LDF when the conditions which guarantee its optimality do not hold.

Details

ISBN :
978-3-540-64641-9
ISBNs :
9783540646419
Database :
OpenAIRE
Journal :
Studies in Classification, Data Analysis, and Knowledge Organization ISBN: 9783540646419
Accession number :
edsair.doi...........30d6d244908cc39c7e06a3328cfdfa7e