MAHALANOBIS DISTANCE-BASED 2 NEW FEATURE EVALUATION CRITERIA

被引：5
|
作者：
RAY, S
TURNER, LF
机构：
[1] INDIAN STAT INST,ELECTR & COMMUN SCI UNIT,CALCUTTA 700035,W BENGAL,INDIA
[2] IMPERIAL COLL SCI TECHNOL & MED,DEPT ELECT ENGN,COMMUN SECT,LONDON SW7 2BT,ENGLAND
来源：
INFORMATION SCIENCES | 1992年 / 60卷 / 03期
关键词：
D O I：
10.1016/0020-0255(92)90012-W
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
In this paper two Mahalanobis distance-based criteria are proposed for feature evaluation. Because of certain theoretical properties of these two criteria which are discussed in the paper, they are expected to perform better than the direct use of the Mahalanobis distance in a multiclass pattern recognition problem. Experimental results also suggest their superiority.
引用
收藏
页码：217 / 245
页数：29
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