A Survey of Evolutionary Algorithms for Decision-Tree Induction

@article{Barros2012ASO,
  title={A Survey of Evolutionary Algorithms for Decision-Tree Induction},
  author={Rodrigo C. Barros and M. P. Basgalupp and A. Carvalho and A. Freitas},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews)},
  year={2012},
  volume={42},
  pages={291-312}
}
This paper presents a survey of evolutionary algorithms that are designed for decision-tree induction. In this context, most of the paper focuses on approaches that evolve decision trees as an alternate heuristics to the traditional top-down divide-and-conquer approach. Additionally, we present some alternative methods that make use of evolutionary algorithms to improve particular components of decision-tree classifiers. The paper's original contributions are the following. First, it provides… Expand
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