About the relationship between ROC curves and Cohen's kappa
A Ben-David - Engineering Applications of Artificial Intelligence, 2008 - Elsevier
… Cohen's kappa. However, the simplicity of Cohen's kappa can be a virtue when the use of
ROC curves is cost-ineffective, and/or when the interpretation of ROC curves is rather difficult …
ROC curves is cost-ineffective, and/or when the interpretation of ROC curves is rather difficult …
Cohen's kappa for capturing discrimination
CH Chang - International Health, 2014 - academic.oup.com
… The statistics were determined using Cohen's kappa statistics for a gold standard and a
continuous biomarker. The proposed design is compared with the ROC curve by applying it to …
continuous biomarker. The proposed design is compared with the ROC curve by applying it to …
Why Cohen's Kappa should be avoided as performance measure in classification
… Hence, we believe that it has been sufficiently justified that, unfortunately, Cohen’s
Kappa can no longer play this role, especially considering the existence of solid alternatives. …
Kappa can no longer play this role, especially considering the existence of solid alternatives. …
Is the ROC curve a reliable tool to compare the validity of landslide susceptibility maps?
V Vakhshoori, M Zare - Geomatics, Natural Hazards and Risk, 2018 - Taylor & Francis
… Therefore, it seems crucial to use an index like Cohen's kappa, besides the ROC curve, for
revealing the LSMs differences and, in addition, integrate the created LSMs for obtaining a …
revealing the LSMs differences and, in addition, integrate the created LSMs for obtaining a …
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
… area under the receiver operating characteristic curve (AUC). … The aim of this work is to
extend the Cohen Kappa coefficient … described by the Cohen Kappa coefficient with continuous, …
extend the Cohen Kappa coefficient … described by the Cohen Kappa coefficient with continuous, …
The problem of area under the curve
DMW Powers - 2012 IEEE International conference on …, 2012 - ieeexplore.ieee.org
… use of ROC curves, the issues with AUC and Kappa, and make … Cohen Kappa is similar to
Informedness, the Kappa curve is … feature of the ROC curve or hull is not its area but its shape. …
Informedness, the Kappa curve is … feature of the ROC curve or hull is not its area but its shape. …
[PDF][PDF] The problem with kappa
DMW Powers - Proceedings of the 13th Conference of the …, 2012 - aclanthology.org
… intersections of ROC curves are both prima facie evidence that fusion of the parameterized
… re expectation as Cohen Kappa, and we will thus call it Powers Kappa, and derive an …
… re expectation as Cohen Kappa, and we will thus call it Powers Kappa, and derive an …
The Matthews correlation coefficient (MCC) is more informative than Cohen's Kappa and Brier score in binary classification assessment
… [66] used Cohen’s Kappa to capture discrimination in 161 the same way as the receiver
operating characteristic curve. Holle and Rein [67] employed Cohen’s Kappa to assess 163 …
operating characteristic curve. Holle and Rein [67] employed Cohen’s Kappa to assess 163 …
Evaluation of platelet indices in children with renal scarring based on diagnostic accuracy criteria and Cohen's kappa
S Erdoğan, S Sürmeli Döven - Pediatrics International, 2022 - Wiley Online Library
… A receiver operating characteristic curve (ROC) analysis was used to identify the cut-off …
LR−), area under the curve (AUC), diagnostic odds ratio (DOR), and Cohen's kappa. The level of …
LR−), area under the curve (AUC), diagnostic odds ratio (DOR), and Cohen's kappa. The level of …
Biostatistics series module 7: the statistics of diagnostic tests
A Hazra, N Gogtay - Indian journal of dermatology, 2017 - journals.lww.com
… Cohen's kappa (κ) statistic is a measure of inter-rater agreement for categorical variables. It
… ROC curves with different ROC areas. A perfect test (A) has an area under the ROC curve of 1…
… ROC curves with different ROC areas. A perfect test (A) has an area under the ROC curve of 1…
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