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PMLB v1.0: an open-source dataset collection for benchmarking machine learning methods
MOTIVATION: Novel machine learning and statistical modeling studies rely on standardized comparisons to existing methods using well-studied benchmark datasets. Few tools exist that provide rapid access to many of these datasets through a standardized, user-friendly interface that integrates well wit...
Autores principales: | Romano, Joseph D, Le, Trang T, La Cava, William, Gregg, John T, Goldberg, Daniel J, Chakraborty, Praneel, Ray, Natasha L, Himmelstein, Daniel, Fu, Weixuan, Moore, Jason H |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8756190/ https://www.ncbi.nlm.nih.gov/pubmed/34677586 http://dx.doi.org/10.1093/bioinformatics/btab727 |
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