The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation

Regression analysis makes up a large part of supervised machine learning, and consists of the prediction of a continuous independent target from a set of other predictor variables. The difference between binary classification and regression is in the target range: in binary classification, the targe...

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Detalles Bibliográficos
Autores principales: Chicco, Davide, Warrens, Matthijs J., Jurman, Giuseppe
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2021
Materias:
Data Mining and Machine Learning
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279135/
https://www.ncbi.nlm.nih.gov/pubmed/34307865
http://dx.doi.org/10.7717/peerj-cs.623

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8279135/
https://www.ncbi.nlm.nih.gov/pubmed/34307865
http://dx.doi.org/10.7717/peerj-cs.623

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