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mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines

Machine learning (ML) for classification and prediction based on a set of features is used to make decisions in healthcare, economics, criminal justice and more. However, implementing an ML pipeline including preprocessing, model selection, and evaluation can be time-consuming, confusing, and diffic...

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Detalles Bibliográficos
Autores principales: Topçuoğlu, Begüm D., Lapp, Zena, Sovacool, Kelly L., Snitkin, Evan, Wiens, Jenna, Schloss, Patrick D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8372219/
https://www.ncbi.nlm.nih.gov/pubmed/34414351
http://dx.doi.org/10.21105/joss.03073