Why Cohen’s Kappa should be avoided as performance measure in classification

Classification for Single-Trial N170 During Responding to Facial Picture With Emotion

(2018) Yin Tian et al.   Frontiers in Computational Neuroscience

Osteochondritis dissecans of the humeral capitellum: reliability of four classification systems using radiographs and computed tomography

(2015) Femke M.A.P. Claessen et al.   JOURNAL OF SHOULDER AND ELBOW SURGERY

Immunological assays employed for the elucidation of an histoplasmosis outbreak in São Paulo, SP

(2015) Angela Noronha Passos et al.   BRAZILIAN JOURNAL OF MICROBIOLOGY

Clinicians are right not to like Cohen's  

(2013) H. C. W. de Vet et al.   BMJ-British Medical Journal

A Comparison of MCC and CEN Error Measures in Multi-Class Prediction

(2012) Giuseppe Jurman et al.   PLoS One

A comparison of pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

(2011) Dennis C. Duro et al.   REMOTE SENSING OF ENVIRONMENT

INTEROBSERVER AGREEMENT IN THE CLASSIFICATION OF CEREBRAL PALSY

(2010) Eve Blair et al.   DEVELOPMENTAL MEDICINE AND CHILD NEUROLOGY

A Formal Proof of a Paradox Associated with Cohen’s Kappa

(2010) Matthijs J. Warrens   JOURNAL OF CLASSIFICATION

A fast and efficient gene-network reconstruction method from multiple over-expression experiments

(2009) Dejan Stokić et al.   BMC BIOINFORMATICS

A systematic analysis of performance measures for classification tasks

(2009) Marina Sokolova et al.   INFORMATION PROCESSING & MANAGEMENT

An experimental comparison of performance measures for classification

(2008) C. Ferri et al.   PATTERN RECOGNITION LETTERS

On Similarity Coefficients for 2×2 Tables and Correction for Chance

(2008) Matthijs J. Warrens   PSYCHOMETRIKA