Chinese Journal of Lasers B, 2001, 10 (6): 427, 网络出版: 2006-08-10
A Novel Rule Induction Algorithm
摘要
Abstract
Knowledge discovery in databases is concerned with extracting useful information from databases, and the immune algorithm is a biological theory-based and globally searching algorithm. A specific immune algorithm is designed for discovering a few interesting, high-level prediction rules from databases, rather than discovering classification knowledge as usual in the literatures. Simulations show that this novel algorithm is able to improve the stability of the population, increase the holistic performance and make the rules extracted have higher precision.
ZHENG Jianguo, LIU Fang, WANG Lei, JIAO Licheng. A Novel Rule Induction Algorithm[J]. Chinese Journal of Lasers B, 2001, 10(6): 427. ZHENG Jianguo, LIU Fang, WANG Lei, JIAO Licheng. [J]. 中国激光(英文版), 2001, 10(6): 427.