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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...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Elsevier
2020
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| 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 |