Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers

• Maurice Wanyonyi ,

  Roles Conceptualization, Data curation, Formal analysis, Supervision, Visualization, Writing – original draft, Writing – review & editing

  * E-mail: mauricewanyonyi27@gmail.com

  Affiliation Department of Mathematics and Statistics, University of Embu, Embu, Kenya

  https://orcid.org/0000-0002-5894-2549

  ⨯
• Jacqueline Gogo Akelo,

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

  Affiliation Department of Mathematics and Statistics, University of Embu, Embu, Kenya

  https://orcid.org/0000-0002-0041-8808

  ⨯
• Veronicah Nyokabi Njenga,

  Roles Conceptualization, Methodology, Validation, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, University of Embu, Embu, Kenya

  ⨯
• Frankline Obwoge Keraro,

  Roles Conceptualization, Methodology, Validation, Writing – review & editing

  Affiliation Department of Mathematics and Statistics, University of Embu, Embu, Kenya

  https://orcid.org/0009-0009-1692-4893

  ⨯
• Titus Mutua Kioko

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

  Affiliation Department of Mathematics and Statistics, University of Embu, Embu, Kenya

  ⨯