ShinyLearner: A containerized benchmarking tool for machine-learning classification of tabular data

BACKGROUND: Classification algorithms assign observations to groups based on patterns in data. The machine-learning community have developed myriad classification algorithms, which are used in diverse life science research domains. Algorithm choice can affect classification accuracy dramatically, so...

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Detalles Bibliográficos
Autores principales: Piccolo, Stephen R, Lee, Terry J, Suh, Erica, Hill, Kimball
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Technical Note
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7131989/
https://www.ncbi.nlm.nih.gov/pubmed/32249316
http://dx.doi.org/10.1093/gigascience/giaa026

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7131989/
https://www.ncbi.nlm.nih.gov/pubmed/32249316
http://dx.doi.org/10.1093/gigascience/giaa026

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