An Evolutionary Multitasking Algorithm with Multiple Filtering for High-Dimensional Feature Selection

1 code implementation • 17 Dec 2022 • Lingjie Li, Manlin Xuan, Qiuzhen Lin, Min Jiang, Zhong Ming, Kay Chen Tan

Thus, this paper devises a new EMT algorithm for FS in high-dimensional classification, which first adopts different filtering methods to produce multiple tasks and then modifies a competitive swarm optimizer to efficiently solve these related tasks via knowledge transfer.

feature selection Transfer Learning