The Matthews correlation coefficient (MCC) is more informative than Cohen's Kappa and Brier score in binary classification assessment

D Chicco, MJ Warrens, G Jurman - Ieee Access, 2021 - ieeexplore.ieee.org
… The popularity of Cohen’s Kappa has led to the develop- 151 ment of various extensions,
including weighted Kappa coef- 152 ficients for classifications with three or more ordered …

[图书][B] On weighted kappa and concordance correlation coefficient

WZ Robieson - 1999 - search.proquest.com
Cohen's kappa and weighted kappa are popular statistics of … That is exactly what Cohen's
kappa that we will introduce in … is the weighted average of the column marginal probabilities, …

Average kappa coefficient: a new measure to assess a binary test considering the losses associated with an erroneous classification

JAR Nofuentes, MCO Porcel - Journal of Statistical Computation …, 2015 - Taylor & Francis
… is the Cohen's kappa coefficient (that is a measure of agreement) and p ( 1 − Q ) + ( 1 − p ) Q
… of a weighted average of c and (1−c). When loss L is zero, then c=0 and the weighted kappa

Quantifying interrater agreement and reliability between thoracic pathologists: paradoxical behavior of Cohen's kappa in the presence of a high prevalence of the …

KS Tan, YC Yeh, PS Adusumilli, WD Travis - JTO Clinical and Research …, 2024 - Elsevier
Cohen’s kappa using data from histologic subtyping assessment of lung adenocarcinomas
and introduce alternative measures that can overcome this “kappa … using the weighted kappa. …

Fixed-effects modeling of Cohen's weighted kappa for bivariate multinomial data

J Yang, VM Chinchilli - Computational statistics & data analysis, 2011 - Elsevier
Cohen’s kappa and weighted kappa statistics are the conventional methods that are used
widely in measuring agreement for categorical responses. In this paper, we propose a general …

An assessment of the inter-rater reliability of the ASA physical status score in the orthopaedic trauma population

RC Ihejirika, RV Thakore, V Sathiyakumar… - Injury, 2015 - Elsevier
… was then analyzed utilizing Fleiss's Kappa and weighted and unweighted Cohen's Kappa. …
both the weighted (K w ) and unweighted (K uw ) Cohen's Kappa score, weighted being more …

Exact one-sided confidence limits for Cohen's kappa as a measurement of agreement

G Shan, W Wang - Statistical methods in medical research, 2017 - journals.sagepub.com
Cohen’s kappa coefficient, κ, is a statistical measure of inter-rater agreement or inter-…
This interval is utilized in the PROC FREQ of the statistical software SAS for Cohen’s kappa. …

Measures of agreement between many raters for ordinal classifications

KP Nelson, D Edwards - Statistics in medicine, 2015 - Wiley Online Library
… of Cohen's kappa or are formulated as a Cohen's kappa-like statistic 9-11, 16 and are prone
to the same issues as the original Cohen's kappa, … Extensions of Cohen's weighted kappa to …

Justification for the use of Cohen's Kappa statistic in experimental studies of NLP and text mining

AS Kolesnyk, NF Khairova - Cybernetics and Systems Analysis, 2022 - Springer
… An example of using Cohen’s kappa coefficient for evaluating … Based on this analysis, it
is proved that Cohen’s kappa … Johnston, “Unweighted and weighted kappa as measures of …

[引用][C] Matthijs J. Warrens

G Rozenstraat - Birth, 1978