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The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation
BACKGROUND: To evaluate binary classifications and their confusion matrices, scientific researchers can employ several statistical rates, accordingly to the goal of the experiment they are investigating. Despite being a crucial issue in machine learning, no widespread consensus has been reached on a...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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BioMed Central
2020
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6941312/ https://www.ncbi.nlm.nih.gov/pubmed/31898477 http://dx.doi.org/10.1186/s12864-019-6413-7 |