A classification model for a two-class (New product purchase) discrimination process using multiple-criteria linear programming

Document Type

Syllabus

Publication Date

1-1-2007

Abstract

This chapter reports results of a numerical simulation for a new financial product service. The example has two explanatory variables — income and savings — and it classifies purchasers and non-purchasers of the new financial product service. The example compares weighted linear programming (WLP), logistic regression, and discriminant analysis (Mahalanobis method).

Identifier

85056028504 (Scopus)

ISBN

[9780849385223, 9781420013733]

Publication Title

Data Mining Methods and Applications

External Full Text Location

https://doi.org/10.1201/b15783

First Page

295

Last Page

304

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