分层分类器设计及实验结果

本文介绍了笔者在分层分类器设计中对决策规则选择、决策树的骨架结构设计及有效特 征选择采用的一些方法,并将几种分类方法进行了比较,所提出的大值类法具有实用价值.以 白细胞样本进行的试验结果表明,所采用的方法是有效的.

Hierarchical Classifier Design and its Experimental Results

In this paper, a number of approaches for the design of hierarchical classifiers are described, which includes the selection of decision rules, the design of decision tree skeleton, the selection of efficient features. And a comparison of some classification methods is made. Experimental results for the classification of white blood cell samples are reported, which shows that these approaches are very attractive.