Metaheuristic Search Based Feature Selection Methods for Classification of Cancer

作者：

Highlights：

• Usage of population and neighbourhood based metaheuristic search techniques for feature selection,

• Application of fuzzy rough set for evaluation of subsets of features as the objective function, and

• Showcasing the effectiveness of hybridized global and local feature selection.

摘要

•Usage of population and neighbourhood based metaheuristic search techniques for feature selection,•Application of fuzzy rough set for evaluation of subsets of features as the objective function, and•Showcasing the effectiveness of hybridized global and local feature selection.

论文关键词：Ant Colony Optimization,Genetic Algorithm,Tabu Search,Fuzzy Rough set,Optimal feature selection

论文评审过程：Received 15 September 2020, Revised 23 April 2021, Accepted 27 May 2021, Available online 22 June 2021, Version of Record 22 June 2021.

论文官网地址：https://doi.org/10.1016/j.patcog.2021.108079