Statistical Hypothesis Testing versus Machine Learning Binary Classification: Distinctions and Guidelines

Making binary decisions is a common data analytical task in scientific research and industrial applications. In data sciences, there are two related but distinct strategies: hypothesis testing and binary classification. In practice, how to choose between these two strategies can be unclear and rathe...

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Detalles Bibliográficos
Autores principales: Li, Jingyi Jessica, Tong, Xin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Perspective
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7546185/
https://www.ncbi.nlm.nih.gov/pubmed/33073257
http://dx.doi.org/10.1016/j.patter.2020.100115

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7546185/
https://www.ncbi.nlm.nih.gov/pubmed/33073257
http://dx.doi.org/10.1016/j.patter.2020.100115

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