资 源 简 介
Global description
This project is an implementation of the artificial immune classification system proposed by R. T. Alves, M. R. Delgado, H. S. Lopes, A. A. Freitas in the work **An artificial immune
system for fuzzy-rule induction in data mining**. pages 1011–1020, year 2004.
The basic system is extended with improvements (or not) based on other work. Because this is a testing platform for immune algorithms, some of the extensions don"t realy improve the system, but test it - for proving it"s uselessness sake.
Extension description
Extended capabilities:
1. fuzzy partition teaching
* Histogram method (based on the work: T. Murata, H. Ishibuchi, M. Gen. "Adjusting fuzzy partitions by genetic algorithms and histograms for pattern classification problems" pages 9–14). This method chunks continous attributes into several intervals based on a histogram-type approach.
* IFRAIS teaching IFRAIS method (based on the
