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CARRoT: R-package for predictive modelling by means of regression, adjusted for multiple regularisation methods

We present an R-package for predictive modelling, CARRoT (Cross-validation, Accuracy, Regression, Rule of Ten). CARRoT is a tool for initial exploratory analysis of the data, which performs exhaustive search for a regression model yielding the best predictive power with heuristic ‘rules of thumb’ an...

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Detalles Bibliográficos
Autores principales: Bazarova, Alina, Raseta, Marko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10569555/
https://www.ncbi.nlm.nih.gov/pubmed/37824552
http://dx.doi.org/10.1371/journal.pone.0292597