/VGS-MOEA

Primary LanguageMATLAB

VGS-MOEA

the code of "A Variable Granularity Search Based Multi-Objective Feature Selection Algorithm for High-Dimensional Data Classification (IEEE Transactions on Evolutionary Computation) doi: https://doi.org/10.1109/TEVC.2022.3160458"

  • VGEA.m: the code of algorithm.

  • test.m: you an use test.m to start the algorithm.

  • CalcObjs.m: the code to calculate objective values (error reatio and feature numbers).

the output of the algorithm is

[x, errTr, selFeatNum] = VGEA(trainData, trainLabel, dataName{1}, i);

x is the individuals,

errTr is the error ratio,

selFeatNum is the number of selected features.