RULES - A SIMPLE RULE EXTRACTION SYSTEM

被引：24

作者：

PHAM, DT

AKSOY, MS

机构：

[1] Intelligent Systems Research Laboratory, School of Electrical, Electronic and Systems Engineering, University of Wales College of Cardiff, Cardiff

来源：

EXPERT SYSTEMS WITH APPLICATIONS | 1995年 / 8卷 / 01期

关键词：

D O I：

10.1016/S0957-4174(99)80008-6

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present RULES, a simple inductive learning algorithm for extracting IF-THEN rules from a set of training examples. We also describe the application of RULES to a range of problems, each involving a different number of attributes, values, and classes. The results obtained demonstrate that in spite of its simplicity RULES is at least comparable to other inductive learning algorithms, if not more accurate and more general.

引用

页码：59 / 65

页数：7

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