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Metrics and Algorithms for Locally Fair and Accurate Classifications using Ensembles
To obtain accurate predictions of classifiers, model ensembles comprising multiple trained machine learning models are nowadays used. In particular, dynamic model ensembles pick the most accurate model for each query object, by applying the model that performed best on similar data. Dynamic model en...
| Autores principales: | , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Berlin Heidelberg
2022
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8762451/ https://www.ncbi.nlm.nih.gov/pubmed/35069064 http://dx.doi.org/10.1007/s13222-021-00401-y |