项目作者: rpreen

项目描述 :
XCSF learning classifier system: rule-based online evolutionary machine learning
高级语言: C
项目地址: git://github.com/rpreen/xcsf.git
创建时间: 2014-12-15T12:31:44Z
项目社区:https://github.com/rpreen/xcsf

开源协议:GNU General Public License v3.0

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XCSF learning classifier system

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An implementation of the XCSF learning classifier system that can be built as a stand-alone binary or as a Python library. XCSF is an accuracy-based online evolutionary machine learning system with locally approximating functions that compute classifier payoff prediction directly from the input state. It can be seen as a generalisation of XCS where the prediction is a scalar value. XCSF attempts to find solutions that are accurate and maximally general over the global input space, similar to most machine learning techniques. However, it maintains the additional power to adaptively subdivide the input space into simpler local approximations.

See the project wiki for details on features, how to build, run, and use as a Python library.