Five ways to look at Cohen's kappa

MJ Warrens - Journal of Psychology & Psychotherapy, 2015 - research.rug.nl
The kappa statistic is commonly used for quantifying inter-rater agreement on a nominal
scale. In this review article we discuss five interpretations of this popular coefficient. Kappa is …

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
Even if measuring the outcome of binary classifications is a pivotal task in machine learning
and statistics, no consensus has been reached yet about which statistical rate to employ to …

[HTML][HTML] Weighted kappa measures for ordinal multi-class classification performance

AE Yilmaz, H Demirhan - Applied Soft Computing, 2023 - Elsevier
Assessing the classification performance of ordinal classifiers is a challenging problem
under imbalanced data compositions. Considering the critical impact of the metrics on the …

[HTML][HTML] Predicting response to pembrolizumab in metastatic melanoma by a new personalization algorithm

N Tsur, Y Kogan, E Avizov-Khodak, D Vaeth… - Journal of Translational …, 2019 - Springer
Background At present, immune checkpoint inhibitors, such as pembrolizumab, are widely
used in the therapy of advanced non-resectable melanoma, as they induce more durable …

A2EPG: a new software for the analysis of electrical penetration graphs to study plant probing behaviour of hemipteran insects

F Adasme-Carreño, C Muñoz-Gutiérrez… - … and Electronics in …, 2015 - Elsevier
This article introduces A2EPG, a new software application capable of automatically analyse
signals derived from the electrical penetration graphs (EPG), a technique widely used to …

Screening for dichotic acoustic context and headphones in online crowdsourced hearing studies

T Pankovski - Canadian Acoustics, 2021 - jcaa.caa-aca.ca
Experimental evidence suggests that crowdsourced online experiments, where suitable,
may produce better data than in-lab studies. The absence of a reliable screening method for …

Exploring Spiritual Engagement Among Youth In High-Risk Areas

NHM Yassin, AAHB Shafie, A Priantina… - … : Theory and Practice, 2024 - kuey.net
This study examines the spiritual and religious engagement of young people in high-risk
neighborhoods to uncover their role as internal protective mechanisms against substance …

[PDF][PDF] Comparison of antibacterial effects between Aloe vera and sodium fluoride on the amount of Streptococcus mutans colony (ATCC) in vitro

YH Nonong, AA Agusta, MH Satari… - International Journal of …, 2016 - academia.edu
Streptococcus mutans is a bacterium that plays an important role in the process of caries.
These bacteria can produce glucosyltransferase (GTF) enzymes which can change the …

Corrado Gini (1884–1965): Versatile Originator of Measures of Variability

P Rogerson - Great Minds in Regional Science, Vol. 2, 2023 - Springer
Although the bulk of Corrado Gini's career predated the beginnings of the field of regional
science and recent developments in spatial econometrics, his ideas and contributions have …

Statistical Analysis on Students’ Performance

TA Elepo, OS Balogun - Covenant …, 2016 - journals.covenantuniversity.edu.ng
This research uses Cohen’ s Kappa to examine the performance of students in the
Faculty of Science, University of Ilorin. The data was collected from eight departments in the …