多二元响应的分类树

Classification Trees for Multiple Binary Responses

Journal of the American Statistical Association · 1998
被引 34
ABS 4

中文导读

将单响应变量的树方法推广到多个相关的二元响应,并用建筑住户投诉综合征数据比较了不同节点分裂准则的表现。

Abstract

Abstract Multiple binary responses arise from many applications for which an array of health related symptoms are of primary interest. These symptoms are usually correlated. I generalize the tree-based methodology for a single response to the case involving multiple binary responses. In particular, I apply the method to analyze building-related occupant complaint syndrome based on a recently collected large database. Using the same database, I compare the performance of several node-splitting criteria for trees.

分类树多响应变量建筑相关症状数据挖掘