A classification rule mining method using hybrid genetic algorithms

@article{ZhongYang2004ACR,
  title={A classification rule mining method using hybrid genetic algorithms},
  author={Xiong Zhong-Yang and Zhang Lei and Zhang Yu-Fang},
  journal={2004 IEEE Region 10 Conference TENCON 2004.},
  year={2004},
  volume={B},
  pages={207-210 Vol. 2}
}
In this paper, a classification method using an improved hybrid genetic algorithms combining (HGAc) with genetic algorithm and tabu search is presented. A rule extraction approach to raise the classification accuracy as well as to condense the classification rule set is also given. Finally, HGAc is validated upon four benchmark datasets and experimental results are compared with other algorithms. These experiments show that HGAc has good performance and is capable of discovering a set of the… CONTINUE READING