Matthijs J. Warrens

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

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · PeerJ Computer Science · 2021 · 4.3K citations · Full text

The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen’s Kappa and Brier Score in Binary Classification Assessment

Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman · IEEE Access · 2021 · 406 citations · Full text

Engineering, Machine Learning, Accuracy And Precision +21

Five Ways to Look at CohenâÂÂs Kappa

Matthijs J. Warrens · Journal of Psychology & Psychotherapy · 2015 · 252 citations · Full text

Inequalities between multi-rater kappas

Matthijs J. Warrens · Advances in Data Analysis and Classification · 2010 · 216 citations · Full text

On the Equivalence of Cohen’s Kappa and the Hubert-Arabie Adjusted Rand Index

Matthijs J. Warrens · Journal of Classification · 2008 · 155 citations

Statistics, Probability Theory, Engineering +1