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Large-scale evaluation of k-fold cross-validation ensembles for uncertainty estimation
It is insightful to report an estimator that describes how certain a model is in a prediction, additionally to the prediction alone. For regression tasks, most approaches implement a variation of the ensemble method, apart from few exceptions. Instead of a single estimator, a group of estimators yie...
| Autores principales: | , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer International Publishing
2023
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10142532/ https://www.ncbi.nlm.nih.gov/pubmed/37118768 http://dx.doi.org/10.1186/s13321-023-00709-9 |