Machine learning methods for predicting essential metabolic genes from Plasmodium falciparum genome-scale metabolic network

• Itunuoluwa Isewon ,

  Contributed equally to this work with: Itunuoluwa Isewon, Stephen Binaansim, Jelili Oyelade

  Roles Data curation, Formal analysis, Investigation, Methodology, Project administration, Resources, Software, Validation, Visualization, Writing – original draft

  Affiliations Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant Bioinformatics Research (CUBRe), Covenant University, Ota, Nigeria, Covenant Applied Informatics and Communication, Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Ogun State, Nigeria

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• Stephen Binaansim ,

  Contributed equally to this work with: Itunuoluwa Isewon, Stephen Binaansim, Jelili Oyelade

  Roles Data curation, Formal analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing – original draft

  Affiliations Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant Applied Informatics and Communication, Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Ogun State, Nigeria

  https://orcid.org/0009-0003-9178-8947

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• Faith Adegoke ,

  Roles Data curation, Formal analysis, Resources, Software, Visualization, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant Applied Informatics and Communication, Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Ogun State, Nigeria

  ⨯
• Jerry Emmanuel ,

  Roles Data curation, Formal analysis, Resources, Software, Visualization, Writing – review & editing

  ¶‡ These authors also contributed equally to this work.

  Affiliations Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant Applied Informatics and Communication, Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Ogun State, Nigeria

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• Jelili Oyelade

  Contributed equally to this work with: Itunuoluwa Isewon, Stephen Binaansim, Jelili Oyelade

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

  * E-mail: ola.oyelade@covenantuniversity.edu.ng

  Affiliations Department of Computer and Information Sciences, Covenant University, Ota, Ogun State, Nigeria, Covenant Bioinformatics Research (CUBRe), Covenant University, Ota, Nigeria, Covenant Applied Informatics and Communication, Africa Centre of Excellence (CApIC-ACE), Covenant University, Ota, Ogun State, Nigeria

  https://orcid.org/0000-0002-5476-4992

  ⨯