Comparison of a genetic algorithm to grammatical evolution for automated design of genetic programming classification algorithms

•Automated design of Genetic Programming classification algorithms is presented.•Automated design uses a genetic algorithm and grammatical evolution.•The approach is trained and tested using real-world binary and multi-class data.•Grammatical evolution designed classifiers perform better for binary...

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