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Eleven quick tips for data cleaning and feature engineering

Applying computational statistics or machine learning methods to data is a key component of many scientific studies, in any field, but alone might not be sufficient to generate robust and reliable outcomes and results. Before applying any discovery method, preprocessing steps are necessary to prepar...

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Detalles Bibliográficos
Autores principales: Chicco, Davide, Oneto, Luca, Tavazzi, Erica
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9754225/
https://www.ncbi.nlm.nih.gov/pubmed/36520712
http://dx.doi.org/10.1371/journal.pcbi.1010718