Feature generation using genetic programming with comparative partner selection for diabetes classification

作者：

Highlights：

• Feature selection using various statistical methods for Pima Indian diabetes data.

• Feature generation using genetic programming for diabetes classification.

• Diabetes classification using genetic programming, KNN and SVM classifier.

• Comparative partner selection during crossover in genetic programming.

摘要

•Feature selection using various statistical methods for Pima Indian diabetes data.•Feature generation using genetic programming for diabetes classification.•Diabetes classification using genetic programming, KNN and SVM classifier.•Comparative partner selection during crossover in genetic programming.

论文关键词：Pima Indian diabetes,Genetic programming,Comparative partner selection

论文评审过程：Available online 13 April 2013.

论文官网地址：https://doi.org/10.1016/j.eswa.2013.04.003