BIMK / SM-MOEA

A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection

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If you use our code, please kindly cite the following paper: F. Cheng, F. Chu, Y. Xu and L. Zhang, "A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection," in IEEE Transactions on Cybernetics, 2021


Usage method

main function

The main function of SM-MOEA is in file main.m

data set

The data set is in the file /dataset eg: dataset/9Tumor.mat In each data set file, the features and samples are marked with 'ins', the labels are marked with 'lab'

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A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection


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Language:MATLAB 100.0%