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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...
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| Publicado no: | Patterns (N Y) |
|---|---|
| Main Authors: | , , |
| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Elsevier
2020
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7660406/ https://ncbi.nlm.nih.gov/pubmed/33205097 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1016/j.patter.2020.100025 |
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