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Similarity-Based Predictive Models: Sensitivity Analysis and a Biological Application with Multi-Attributes

SIMPLE SUMMARY: In this study, we perform a sensitivity analysis in similarity-based predictive models using computational simulations and two distinct methodologies, while focusing on a biological application. We utilize a linear regression model as a reference point. We gauge sensitivity by calcul...

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Detalles Bibliográficos
Autores principales: Sanchez, Jeniffer D., Rêgo, Leandro C., Ospina, Raydonal, Leiva, Víctor, Chesneau, Christophe, Castro, Cecilia
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376039/
https://www.ncbi.nlm.nih.gov/pubmed/37508389
http://dx.doi.org/10.3390/biology12070959