A hybrid feature selection algorithm combining information gain and grouping particle swarm optimization for cancer diagnosis

Fangyuan Yang; Zhaozhao Xu; Hong Wang; Lisha Sun; Mengjiao Zhai; Juan Zhang

doi:10.1371/journal.pone.0290332

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Open Access

Peer-reviewed

Research Article

A hybrid feature selection algorithm combining information gain and grouping particle swarm optimization for cancer diagnosis

Fangyuan Yang ,

Contributed equally to this work with: Fangyuan Yang, Zhaozhao Xu

Roles Conceptualization, Data curation, Investigation, Methodology, Writing – original draft

Affiliation Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, Henan, China
⨯
Zhaozhao Xu ,

Contributed equally to this work with: Fangyuan Yang, Zhaozhao Xu

Roles Methodology, Software, Supervision, Validation, Writing – review & editing

Affiliation School of Computer Science and Technology, Henan Polytechnic University, Jiaozuo, Henan, China
⨯
Hong Wang ,

Roles Formal analysis, Funding acquisition, Project administration, Resources, Software, Supervision, Validation, Visualization, Writing – review & editing

* E-mail: hongwang197408@outlook.com (HW); 3928077@163.com (LS)

Affiliation Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, Henan, China

https://orcid.org/0000-0003-4106-2067

⨯
Lisha Sun ,

Roles Data curation, Formal analysis, Writing – review & editing

* E-mail: hongwang197408@outlook.com (HW); 3928077@163.com (LS)

Affiliation Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, Henan, China
⨯
Mengjiao Zhai,

Roles Data curation, Validation, Visualization, Writing – review & editing

Affiliation Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, Henan, China
⨯
Juan Zhang

Roles Project administration, Resources, Validation, Visualization, Writing – review & editing

Affiliation Department of Gynecologic Oncology, The First Affiliated Hospital of Henan Polytechnic University, Jiaozuo, Henan, China
⨯

A hybrid feature selection algorithm combining information gain and grouping particle swarm optimization for cancer diagnosis

Fangyuan Yang,
Zhaozhao Xu,
Hong Wang,
Lisha Sun,
Mengjiao Zhai,
Juan Zhang

Published: March 11, 2024
https://doi.org/10.1371/journal.pone.0290332

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