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Journals ACM SIGEVOlution Volume 4 Issue 3

Learning Classifier Systems were introduced by John H. Holland and constituted one of the first genetics-based machine learning techniques. The most prominent Learning Classifier System is XCS 3. XCS can also be used for function approximation, then called XCSF 4. JavaXCSF is an implementation of the XCSF Learning Classifier System. It is freely available from www.coboslab.psychologie.uni-wuerzburg.de/code/ Based on previous implementations, the code was extended and heavily restructured, resulting in a flexible framework that helps newcomers to understand the basic structure, but also allows developers to realize their own ideas in the XCSF system. For a detailed documentation, please refer to 2.

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JavaXCSF: the XCSF learning classifier system in Java

Stalph, Patrick O.; Butz, Martin V.
ACM SIGEVOlution , Volume 4 (3)
Association for Computing Machinery – Feb 1, 2010

More Info
  • Publisher Association for Computing Machinery
  • Copyright The ACM Portal is published by the Association for Computing Machinery. Copyright © 2010 ACM, Inc.
  • ISSN 1931-8499
  • D.O.I. 10.1145/1731888.1731890
  • Publisher site Get PDF  

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