RULES - A SIMPLE RULE EXTRACTION SYSTEM

Authors
PHAM DT AKSOY MS
Citation
Dt. Pham et Ms. Aksoy, RULES - A SIMPLE RULE EXTRACTION SYSTEM, Expert systems with applications, 8(1), 1995, pp. 59-65
Citations number
12
Categorie Soggetti
Operatione Research & Management Science","System Science","Engineering, Eletrical & Electronic","Computer Science Artificial Intelligence
Journal title
Expert systems with applications → ACNP
ISSN journal
09574174
Volume
8
Issue
1
Year of publication
1995
Pages
59 - 65
Database
ISI
SICI code
0957-4174(1995)8:1<59:R-ASRE>2.0.ZU;2-D
Abstract
We present RULES, a simple inductive learning algorithm for extracting IF-THEN rules from a set of training examples. We also describe the a pplication of RULES to a range of problems, each involving a different number of attributes, values, and classes. The results obtained demon strate that in spite of its simplicity RULES is at least comparable to other inductive learning algorithms, if not more accurate and more ge neral.