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Evaluation of Prediction-Oriented Model Selection Metrics for Extended Redundancy Analysis

Extended redundancy analysis (ERA) is a statistical method that relates multiple sets of predictors to response variables. In ERA, the conventional approach of model evaluation tends to overestimate the performance of a model since the performance is assessed using the same sample used for model dev...

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Detalles Bibliográficos
Autores principales: Kim, Sunmee, Hwang, Heungsun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9035639/
https://www.ncbi.nlm.nih.gov/pubmed/35478763
http://dx.doi.org/10.3389/fpsyg.2022.821897