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Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers
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| Published in: | PLOS Climate |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| _version_ | 1868553645411270657 |
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| collection | WordPress RSS FRELIP Feed Integration |
| container_title | PLOS Climate |
| description | |
| discipline_display | Climate Change |
| discipline_facet | Climate Change |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:79564 |
| institution | FRELIP |
| journal_source_facet | PLOS Climate |
| last_indexed | 2026-06-20T21:40:16.351Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers Climate Change General Climate Change |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Climate Change General Climate Change |
| subject_facet | Climate Change General Climate Change |
| title | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_alt | Uso comparativo y complementario de inferencia bayesiana y aprendizaje supervisado para el modelado predictivo de la incidencia de la roya del café entre pequeños agricultores kenianos Utilisation comparative et complémentaire de l'inférence bayésienne et de l'apprentissage supervisé pour la modélisation prédictive de l'incidence de la rouille du café chez les petits exploitants kenyans Uso comparativo e complementar da inferência bayesiana e aprendizado supervisionado para modelagem preditiva da incidência de ferrugem do café entre pequenos agricultores quenianos |
| title_auth | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_es_txt | Uso comparativo y complementario de inferencia bayesiana y aprendizaje supervisado para el modelado predictivo de la incidencia de la roya del café entre pequeños agricultores kenianos |
| title_fr_txt | Utilisation comparative et complémentaire de l'inférence bayésienne et de l'apprentissage supervisé pour la modélisation prédictive de l'incidence de la rouille du café chez les petits exploitants kenyans |
| title_full | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_fullStr | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_full_unstemmed | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_pt_txt | Uso comparativo e complementar da inferência bayesiana e aprendizado supervisionado para modelagem preditiva da incidência de ferrugem do café entre pequenos agricultores quenianos |
| title_short | Comparative and complementary use of Bayesian inference and supervised learning for predictive modeling of coffee rust incidence among Kenyan smallholder farmers |
| title_sort | comparative and complementary use of bayesian inference and supervised learning for predictive modeling of coffee rust incidence among kenyan smallholder farmers |
| topic | Climate Change General Climate Change |
| url | https://journals.plos.org/climate/article?id=10.1371/journal.pclm.0000754 |