Cohen's kappa coefficient as a performance measure for feature selection
… In this work the performance is measured using the Cohen’s Kappa coefficient which will
be described in Section III. For the feature cardinality (first colony), the heuristic value is …
be described in Section III. For the feature cardinality (first colony), the heuristic value is …
Cohen's kappa coefficient as a measure to assess classification improvement following the addition of a new marker to a regression model
B Więckowska, KB Kubiak, P Jóźwiak… - International journal of …, 2022 - mdpi.com
… the Cohen Kappa coefficient so that it can be used to check the reclassification quality in a
regression model and to compare the results described by the Cohen Kappa coefficient with …
regression model and to compare the results described by the Cohen Kappa coefficient with …
New interpretations of Cohen's kappa
MJ Warrens - Journal of Mathematics, 2014 - Wiley Online Library
… of these coefficients is equivalent to Cohen’s kappa in (18), regardless of our choice of r. …
coefficients of which the observed agreement and Cohen’s kappa are summary coefficients. …
coefficients of which the observed agreement and Cohen’s kappa are summary coefficients. …
Cohen's kappa for capturing discrimination
CH Chang - International Health, 2014 - academic.oup.com
… The kappa coefficient is a popular descriptive statistical measure for summarising the cross
… On the basis of this definition, I propose that the kappa coefficient can also be used to …
… On the basis of this definition, I propose that the kappa coefficient can also be used to …
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Meta-analysis of Cohen's kappa
S Sun - Health Services and Outcomes Research Methodology, 2011 - Springer
… Cohen’s κ was reported as the measure of inter-rater reliability, or sufficient information was
provided to calculate Cohen’s κ; (3) standard errors of Cohen’… errors; and (4) Cohen’s κ is an …
provided to calculate Cohen’s κ; (3) standard errors of Cohen’… errors; and (4) Cohen’s κ is an …
Reliability assessment for remote sensing data: beyond Cohen's kappa
GHG Kerr, C Fischer, R Reulke - 2015 IEEE International …, 2015 - ieeexplore.ieee.org
… Cohen’s κ coefficient has been widely used for assessing classification results derived from
… alternative to prefer the Krippendorff’s α-coefficient over Cohen’s κ. Krippendorff’s α indeed …
… alternative to prefer the Krippendorff’s α-coefficient over Cohen’s κ. Krippendorff’s α indeed …
[PDF][PDF] A comparison of Cohen's kappa and agreement coefficients by Corrado Gini
MJ Warrens - … Research and Reviews in Applie d …, 2013 - scholarlypublications …
… Cohen's kappa and the two smallest of Gini's coefficients are very similar for real data. We
conclude that these three coefficients … Cohen's kappa to three other agreement coefficients that …
conclude that these three coefficients … Cohen's kappa to three other agreement coefficients that …
Measures of clinical agreement for nominal and categorical data: the kappa coefficient
L Cyr, K Francis - Computers in biology and medicine, 1992 - Elsevier
… kappa coefficients with their corresponding standard errors as well as bias-correcting jackknife
estimates of kappa … of chance agreement is called Cohen’s kappa coefficient [9, lo]. Other …
estimates of kappa … of chance agreement is called Cohen’s kappa coefficient [9, lo]. Other …
Interrater Agreement Measures: Comments on Kappan, Cohen's Kappa, Scott's π, and Aickin's α
LM Hsu, R Field - Understanding Statistics, 2003 - Taylor & Francis
… critics of Cohen’s kappa, we argue that Cohen’s kappa (… ’s kappa is also compared to two
other kappa-type statistics (Scott’s, 1955, π; Aickin’s, 1990, α). Unlike Scott’s π, Cohen’s kappa …
other kappa-type statistics (Scott’s, 1955, π; Aickin’s, 1990, α). Unlike Scott’s π, Cohen’s kappa …
The dependence of Cohen's kappa on the prevalence does not matter
W Vach - Journal of clinical epidemiology, 2005 - Elsevier
BACKGROUND AND OBJECTIVE: The dependence of Cohen's κ on the prevalence has
been a major concern in the literature. Indeed, it indicates a serious limitation with respect to …
been a major concern in the literature. Indeed, it indicates a serious limitation with respect to …