Decision and classification problems using Mahalanobis statistical distance

摘要：

We present a method that uses Mahalanobis distance to study some decision and classification problems. Four examples are used to show the diversity of possible applications of our method. Based on two simulated sets of data, we have calculated the corresponding Mahalanobis distances and their sum and differences Holodiagrams. These diagrams are valuable visualization tools for studying decision and classification problems in the proposed applications.

关键词： Mahalanobis distance Holodiagram Classification Decision analysis

作者: Carlos Criado Nieves Alamo Hector Rabal Nelly Cap

作者单位: Departamento de Fisica Aplicada I Universidad de Malaga 29071 Malaga, Spain Departamento de Algebra, Geometria y Topologia Universidad de Malaga 29071 Malaga, Spain Centro de Investigaciones Opticas CONICET La Plata-CIC Facultad de Ingenieria Universidad Nacional d

会议类型: 国际会议

会议名称: 2011 Eighth International Conference on Fuzzy System and Knowledge Discovery(第八届模糊系统与知识发现国际会议 FSKD 2011)

会议地点: 上海

会议语种:英文

页码: 1052-1056

在线出版日期: 2011-07-26（万方平台首次上网日期，不代表论文的发表时间）