Bio-Inspired Feature Selection: An Improved Binary Particle Swarm Optimization Approach

Feature selection is an effective approach to reduce the number of features of data, which enhances the performance of classification in machine learning. In this paper, we formulate a joint feature selection problem to reduce the number of the selected features while enhancing the accuracy. An impr...

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Bibliographic Details
Main Authors: Bai Ji, Xiaozheng Lu, Geng Sun, Wei Zhang, Jiahui Li, Yinzhe Xiao
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9088141/