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Avoid Oversimplifications in Machine Learning: Going beyond the Class-Prediction Accuracy
Class-prediction accuracy provides a quick but superficial way of determining classifier performance. It does not inform on the reproducibility of the findings or whether the selected or constructed features used are meaningful and specific. Furthermore, the class-prediction accuracy oversummarizes...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Elsevier
2020
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7660406/ https://www.ncbi.nlm.nih.gov/pubmed/33205097 http://dx.doi.org/10.1016/j.patter.2020.100025 |