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Challenges in the real world use of classification accuracy metrics: From recall and precision to the Matthews correlation coefficient
The accuracy of a classification is fundamental to its interpretation, use and ultimately decision making. Unfortunately, the apparent accuracy assessed can differ greatly from the true accuracy. Mis-estimation of classification accuracy metrics and associated mis-interpretations are often due to va...
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
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Public Library of Science
2023
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10550141/ https://www.ncbi.nlm.nih.gov/pubmed/37792898 http://dx.doi.org/10.1371/journal.pone.0291908 |