Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
![The ensemble model performance by Kappa, TSS, and ROC evaluation metrics. | Download Scientific Diagram The ensemble model performance by Kappa, TSS, and ROC evaluation metrics. | Download Scientific Diagram](https://www.researchgate.net/publication/354230741/figure/tbl2/AS:1062678634180608@1630373738295/The-ensemble-model-performance-by-Kappa-TSS-and-ROC-evaluation-metrics.png)
The ensemble model performance by Kappa, TSS, and ROC evaluation metrics. | Download Scientific Diagram
![When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions](https://global.discourse-cdn.com/business6/uploads/analyticsvidhya/original/2X/d/d64ff9bae61fa12a866b3669a238c7ae1b9781bd.png)
When do we use Kappa Statistic as a measure of model performance vs Accuracy - techniques - Data Science, Analytics and Big Data discussions
![Model performance using Cohen's kappa in the case study. (a) GLM, RF,... | Download Scientific Diagram Model performance using Cohen's kappa in the case study. (a) GLM, RF,... | Download Scientific Diagram](https://www.researchgate.net/publication/360037143/figure/fig3/AS:11431281136503422@1680534348211/Model-performance-using-Cohens-kappa-in-the-case-study-a-GLM-RF-and-SVM-model.png)
Model performance using Cohen's kappa in the case study. (a) GLM, RF,... | Download Scientific Diagram
![A box plot of model performance for items exhibiting different levels... | Download Scientific Diagram A box plot of model performance for items exhibiting different levels... | Download Scientific Diagram](https://www.researchgate.net/publication/350891863/figure/fig2/AS:1061572923387904@1630110116473/A-box-plot-of-model-performance-for-items-exhibiting-different-levels-of-Complexity-The.png)
A box plot of model performance for items exhibiting different levels... | Download Scientific Diagram
Signaling Properties of Structurally Diverse Kappa Opioid Receptor Ligands: Toward in Vitro Models of in Vivo Responses | ACS Chemical Neuroscience
Fit-for-Purpose: Species Distribution Model Performance Depends on Evaluation Criteria – Dutch Hoverflies as a Case Study | PLOS ONE
![High uncertainty in the effects of data characteristics on the performance of species distribution models - ScienceDirect High uncertainty in the effects of data characteristics on the performance of species distribution models - ScienceDirect](https://ars.els-cdn.com/content/image/1-s2.0-S1470160X20310864-ga1.jpg)
High uncertainty in the effects of data characteristics on the performance of species distribution models - ScienceDirect
![Comparison of kappa and F1 performance metrics scored by the lightCNNA... | Download Scientific Diagram Comparison of kappa and F1 performance metrics scored by the lightCNNA... | Download Scientific Diagram](https://www.researchgate.net/publication/348398338/figure/fig3/AS:979291097554947@1610492600444/Comparison-of-kappa-and-F1-performance-metrics-scored-by-the-lightCNNA-model-and-by-all.jpg)