DECISION TREES AND DECISION-MAKING

被引：295
|
作者：
QUINLAN, JR
机构：
[1] Basser Department of Computer Science, University of Sydney, Sydney
来源：
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS | 1990年 / 20卷 / 02期
基金：
澳大利亚研究理事会;
关键词：
D O I：
10.1109/21.52545
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Various practical systems capable of extracting descriptive decisionmaking knowledge from data have been developed and evaluated. Techniques that represent knowledge about classification tasks in the form of decision trees are focused on. A sample of techniques is sketched, ranging from basic methods of constructing decision trees to ways of using them noncategorically. Some characteristics that suggest whether a particular classification task is likely to be amenable or otherwise to tree-based methods are discussed. © 1990 IEEE
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页码：339 / 346
页数：8
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