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Statistical approaches to identifying significant differences in predictive performance between machine learning and classical statistical models for survival data

Research that seeks to compare two predictive models requires a thorough statistical approach to draw valid inferences about comparisons between the performance of the two models. Researchers present estimates of model performance with little evidence on whether they reflect true differences in mode...

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Detalles Bibliográficos
Autores principales: Nasejje, Justine B., Whata, Albert, Chimedza, Charles
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9797100/
https://www.ncbi.nlm.nih.gov/pubmed/36576910
http://dx.doi.org/10.1371/journal.pone.0279435