{"id":"W3182706339","doi":"10.7717/peerj-cs.623","title":"The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation","year":2021,"lang":"en","type":"article","venue":"PeerJ Computer Science","topic":"Advanced Statistical Methods and Models","field":"Mathematics","cited_by":4871,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mean squared error; Statistics; Mathematics; Linear regression; Regression analysis; Regression; Metric (unit); Mean absolute percentage error; Range (aeronautics); Binary number; Ground truth; Coefficient of determination; Artificial intelligence; Computer science; Arithmetic","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null}