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26 p, 1.6 MB Why Cohen's Kappa should be avoided as performance measure in classification / Delgado de la Torre, Rosario (Universitat Autònoma de Barcelona. Departament de Matemàtiques) ; Tibau, Xavier Andoni (Universitat Autònoma de Barcelona. Departament de Matemàtiques)
We show that Cohen's Kappa and Matthews Correlation Coefficient (MCC), both extended and contrasted measures of performance in multi-class classification, are correlated in most situations, albeit can differ in others. [...]
2019 - 10.1371/journal.pone.0222916
PloS one, Vol. 14, Issue 9 (September 2019) , art. e0222916  
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