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...

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Detalles Bibliográficos
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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Applications Notes
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

Internet

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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