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An efficient algorithm for automatic knowledge acquisition

✍ Scribed by D.T. Pham; S.S. Dimov

Publisher
Elsevier Science
Year
1997
Tongue
English
Weight
526 KB
Volume
30
Category
Article
ISSN
0031-3203

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✦ Synopsis

This paper presents a new algorithm for extracting IF-THEN rules from examples. The algorithm employs an efficient rule searching method and a simple metric for assessing rule generality and accuracy. The paper illustrates step by step the operation of the algorithm and discusses its performance on the IRIS data classification problem.

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