An experimental comparison of some recently developed linear programming approaches to the discriminant problem

Kim Fung Lam; Jane W. Moy

doi:10.1016/s0305-0548(96)00087-1

Author(s)

Kim Fung Lam
Jane W. Moy

Related Research Unit(s)

Department of Management Sciences

Detail(s)

Original language	English
Pages (from-to)	593-599
Journal / Publication	Computers and Operations Research
Volume	24
Issue number	7
Publication status	Published - Jul 1997

Link(s)

DOI	DOI https://doi.org/10.1016/s0305-0548(96)00087-1 Final Published version
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Link to Scopus	https://www.scopus.com/record/display.uri?eid=2-s2.0-0031188134&origin=recordpage
Permanent Link	https://scholars.cityu.edu.hk/en/publications/publication(7bd5821c-ce1e-4b33-b21e-4e5b468aa766).html

Abstract

This article studies and evaluates several recently proposed linear programming formulations to solve classification problems in discriminant analysis. Some of the new linear programming formulations have merits and perform well in a simulation experiment. A weighted deviation approach is introduced to correct the imbalance of misclassifications across the two groups. © 1997 Elsevier Science Ltd.

Citation Format(s)

[ RIS ] [ BibTeX ]

An experimental comparison of some recently developed linear programming approaches to the discriminant problem. / Lam, Kim Fung; Moy, Jane W.
In: Computers and Operations Research, Vol. 24, No. 7, 07.1997, p. 593-599.

Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

Lam, KF & Moy, JW 1997, 'An experimental comparison of some recently developed linear programming approaches to the discriminant problem', Computers and Operations Research, vol. 24, no. 7, pp. 593-599. https://doi.org/10.1016/s0305-0548(96)00087-1

Lam, K. F., & Moy, J. W. (1997). An experimental comparison of some recently developed linear programming approaches to the discriminant problem. Computers and Operations Research, 24(7), 593-599. https://doi.org/10.1016/s0305-0548(96)00087-1

Lam KF, Moy JW. An experimental comparison of some recently developed linear programming approaches to the discriminant problem. Computers and Operations Research. 1997 Jul;24(7):593-599. doi: 10.1016/s0305-0548(96)00087-1

Lam, Kim Fung ; Moy, Jane W. / An experimental comparison of some recently developed linear programming approaches to the discriminant problem. In: Computers and Operations Research. 1997 ; Vol. 24, No. 7. pp. 593-599.