Feature importance: Opening a soil-transmitted helminth machine learning model via SHAP

In the field of landscape epidemiology, the contribution of machine learning (ML) to modeling of epidemiological risk scenarios presents itself as a good alternative. This study aims to break with the ”black box” paradigm that underlies the application of automatic learning techniques by using SHAP...

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Detalles Bibliográficos
Autores principales: Scavuzzo, Carlos Matias, Scavuzzo, Juan Manuel, Campero, Micaela Natalia, Anegagrie, Melaku, Aramendia, Aranzazu Amor, Benito, Agustín, Periago, Victoria
Formato: Online Artículo Texto
Lenguaje:English
Publicado: KeAi Publishing 2022
Materias:
Original Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844643/
https://www.ncbi.nlm.nih.gov/pubmed/35224316
http://dx.doi.org/10.1016/j.idm.2022.01.004

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8844643/
https://www.ncbi.nlm.nih.gov/pubmed/35224316
http://dx.doi.org/10.1016/j.idm.2022.01.004

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