Assessment of the influence of features on a classification problem: An application to COVID-19 patients

This paper deals with an important subject in classification problems addressed by machine learning techniques: the evaluation of the influence of each of the features on the classification of individuals. Specifically, a measure of that influence is introduced using the Shapley value of cooperative...

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Detalles Bibliográficos
Autores principales: Davila-Pena, Laura, García-Jurado, Ignacio, Casas-Méndez, Balbina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The Authors. Published by Elsevier B.V. 2022
Materias:
Analytics, Computational Intelligence and Information Management
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8462009/
https://www.ncbi.nlm.nih.gov/pubmed/34584339
http://dx.doi.org/10.1016/j.ejor.2021.09.027

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8462009/
https://www.ncbi.nlm.nih.gov/pubmed/34584339
http://dx.doi.org/10.1016/j.ejor.2021.09.027

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