Matthijs J. Warrens

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 16

Top Topics

Regression Analysis

Top Venues

Adv. Data Anal. Classif.

WIREs Data. Mining. Knowl. Discov.

Publications

Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens
A white paper on good research practices in benchmarking: The case of cluster analysis. WIREs Data. Mining. Knowl. Discov. 13 (6) (2023)
Matthijs J. Warrens, Hanneke van der Hoef
Understanding the Adjusted Rand Index and Other Partition Comparison Indices Based on Counting Object Pairs. J. Classif. 39 (3) (2022)
Matthijs J. Warrens
Kappa coefficients for dichotomous-nominal classifications. Adv. Data Anal. Classif. 15 (1) (2021)
Alexandra de Raadt, Matthijs J. Warrens, Roel J. Bosker, Henk A. L. Kiers
A Comparison of Reliability Coefficients for Ordinal Rating Scales. J. Classif. 38 (3) (2021)
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
The coefficient of determination R-squared is more informative than SMAPE, MAE, MAPE, MSE and RMSE in regression analysis evaluation. PeerJ Comput. Sci. 7 (2021)
Davide Chicco, Matthijs J. Warrens, Giuseppe Jurman
The Matthews Correlation Coefficient (MCC) is More Informative Than Cohen's Kappa and Brier Score in Binary Classification Assessment. IEEE Access 9 (2021)
Matthijs J. Warrens
Similarity measures for 2 × 2 tables. J. Intell. Fuzzy Syst. 36 (4) (2019)
Matthijs J. Warrens, Hanneke van der Hoef
Understanding partition comparison indices based on counting object pairs. CoRR (2019)
Matthijs J. Warrens, Alexandra de Raadt
Properties of Bangdiwala's B. Adv. Data Anal. Classif. 13 (2) (2019)
Matthijs J. Warrens
On the Negative Bias of the Gini Coefficient due to Grouping. J. Classif. 35 (3) (2018)
Matthijs J. Warrens
Symmetric kappa as a function of unweighted kappas. Commun. Stat. Simul. Comput. 46 (7) (2017)
Matthijs J. Warrens
A comparison of reliability coefficients for psychometric tests that consist of two parts. Adv. Data Anal. Classif. 10 (1) (2016)
Matthijs J. Warrens
Category kappas for agreement between fuzzy classifications. Neurocomputing 194 (2016)
Matthijs J. Warrens
Inequalities Between Similarities for Numerical Data. J. Classif. 33 (1) (2016)
Matthijs J. Warrens, Bunga C. Pratiwi
Kappa Coefficients for Circular Classifications. J. Classif. 33 (3) (2016)
Matthijs J. Warrens
Some Relationships Between Cronbach's Alpha and the Spearman-Brown Formula. J. Classif. 32 (1) (2015)
Matthijs J. Warrens
Corrected Zegers-ten Berge Coefficients Are Special Cases of Cohen's Weighted Kappa. J. Classif. 31 (2) (2014)
Matthijs J. Warrens
Cohen's weighted kappa with additive weights. Adv. Data Anal. Classif. 7 (1) (2013)
Matthijs J. Warrens
The Cicchetti-Allison weighting matrix is positive definite. Comput. Stat. Data Anal. 59 (2013)
Matthijs J. Warrens
Cohen's linearly weighted kappa is a weighted average. Adv. Data Anal. Classif. 6 (1) (2012)
Matthijs J. Warrens
A Formal Proof of a Paradox Associated with Cohen's Kappa. J. Classif. 27 (3) (2010)
Matthijs J. Warrens
-Way Metrics. J. Classif. 27 (2) (2010)
Matthijs J. Warrens
Inequalities between multi-rater kappas. Adv. Data Anal. Classif. 4 (4) (2010)
Matthijs J. Warrens, Willem J. Heiser
Diagnostics for regression dependence in tables re-ordered by the dominant correspondence analysis solution. Comput. Stat. Data Anal. 53 (8) (2009)
Matthijs J. Warrens
On Robinsonian dissimilarities, the consecutive ones property and latent variable models. Adv. Data Anal. Classif. 3 (2) (2009)
Matthijs J. Warrens
-Adic Similarity Coefficients for Binary (Presence/Absence) Data. J. Classif. 26 (2) (2009)
Matthijs J. Warrens
On the Indeterminacy of Resemblance Measures for Binary (Presence/Absence) Data. J. Classif. 25 (1) (2008)
Matthijs J. Warrens
Bounds of Resemblance Measures for Binary (Presence/Absence) Variables. J. Classif. 25 (2) (2008)
Matthijs J. Warrens
On the Equivalence of Cohen's Kappa and the Hubert-Arabie Adjusted Rand Index. J. Classif. 25 (2) (2008)
Matthijs J. Warrens
On multi-way metricity, minimality and diagonal planes. Adv. Data Anal. Classif. 2 (2) (2008)