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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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Bibliografski detalji
Izdano u:PeerJ Comput Sci
Glavni autori: Chicco, Davide, Warrens, Matthijs J., Jurman, Giuseppe
Format: Artigo
Jezik:Inglês
Izdano: PeerJ Inc. 2021
Teme:
Online pristup:https://ncbi.nlm.nih.gov/pmc/articles/PMC8279135/
https://ncbi.nlm.nih.gov/pubmed/34307865
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.623
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