Stable variable ranking and selection in regularized logistic regression for severely imbalanced big binary data

Khurram Nadeem; Mehdi-Abderrahman Jabri

doi:10.1371/journal.pone.0280258

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Open Access

Peer-reviewed

Research Article

Stable variable ranking and selection in regularized logistic regression for severely imbalanced big binary data

Khurram Nadeem ,

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: nadeemk@uoguelph.ca

Affiliation University of Guelph, Guelph, Ontario, Canada

https://orcid.org/0000-0002-0738-6378

⨯
Mehdi-Abderrahman Jabri

Roles Formal analysis, Investigation, Software, Validation, Visualization, Writing – review & editing

Affiliation University of Guelph, Guelph, Ontario, Canada
⨯

Stable variable ranking and selection in regularized logistic regression for severely imbalanced big binary data

Khurram Nadeem,
Mehdi-Abderrahman Jabri

Published: January 17, 2023
https://doi.org/10.1371/journal.pone.0280258

About the Authors

Khurram Nadeem

Roles Conceptualization, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Supervision, Validation, Visualization, Writing – original draft, Writing – review & editing

* E-mail: nadeemk@uoguelph.ca

Affiliation University of Guelph, Guelph, Ontario, Canada

https://orcid.org/0000-0002-0738-6378

Mehdi-Abderrahman Jabri

Roles Formal analysis, Investigation, Software, Validation, Visualization, Writing – review & editing

Affiliation University of Guelph, Guelph, Ontario, Canada

Competing Interests

The authors have declared that no competing interests exist.

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