Feature selection based on similarity

被引：6

作者：

Lazzerini, B ^{[1
]}

Marcelloni, F ^{[1
]}

机构：

[1] Univ Pisa, Dipartimento Ingn Informaz, I-56122 Pisa, Italy

来源：

ELECTRONICS LETTERS | 2002年 / 38卷 / 03期

关键词：

D O I：

10.1049/el:20020078

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

A new method for feature selection is proposed. The method associates a weight with each feature by minimising an appropriate index defined in terms of similarity between patterns of the training set. The weight measures the importance of the corresponding feature in characterising the classes. Features associated with low weights are considered irrelevant and therefore eliminated. Experimental results to confirm the validity of the method are shown.

引用

页码：121 / 122

页数：2