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SAEAPRG

A Surrogate-Assisted Evolutionary Feature Selection Algorithm with Parallel Random Grouping for High-Dimensional Classification

Install / Use

/learn @HandingWangXDGroup/SAEAPRG
About this skill

Quality Score

0/100

Supported Platforms

Universal

README

SAEAPRG

S. Liu, H. Wang, W. Peng and W. Yao, "A Surrogate-Assisted Evolutionary Feature Selection Algorithm With Parallel Random Grouping for High-Dimensional Classification," in IEEE Transactions on Evolutionary Computation, vol. 26, no. 5, pp. 1087-1101, Oct. 2022, doi: 10.1109/TEVC.2022.3149601.

Requirements

  • Python 3.9
  • deap 1.3.1
  • dill 0.3.5.1
  • scikit-learn 0.24.2

Reminder

  • Don't hesitate to contact shuleiliu@126.com if you find any bugs or other issues.
View on GitHub
GitHub Stars23
CategoryDevelopment
Updated3mo ago
Forks3

Languages

Python

Security Score

72/100

Audited on Dec 5, 2025

No findings