F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
Receiver Operating Characteristic (ROC) Area Under the Curve (AUC): A Diagnostic Measure for Evaluating the Accuracy of Predicto
Early diagnosis of Alzheimer's disease using combined features from voxel-based morphometry and cortical, subcortical, and hippocampus regions of MRI T1 brain images | PLOS ONE
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification | BioData Mining | Full Text
Pixel-based LR models prediction performance results: summary tables of... | Download Scientific Diagram
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
Comparison of AUC and Cohen's kappa-values between the three criteria. | Download Scientific Diagram
Receiver operating characteristic - Wikipedia
Comparison of AUC and Cohen's kappa-values between the three criteria. | Download Scientific Diagram
Results for SISA dataset. Accuracy (blue), Cohen's kappa (red), and AUC... | Download Scientific Diagram
About the relationship between ROC curves and Cohen's kappa - ScienceDirect
Deep learning-based classification of primary bone tumors on radiographs: A preliminary study - eBioMedicine
Wilcoxon test for the AUC and Cohen's kappa on unbalanced data sets. | Download Table
Classifiers and their Metrics Quantified - Brown - 2018 - Molecular Informatics - Wiley Online Library
Cohen's Kappa: What It Is, When to Use It, and How to Avoid Its Pitfalls - The New Stack
Using machine learning to understand age and gender classification based on infant temperament | PLOS ONE
Plants | Free Full-Text | Prediction of the Potential Distribution of the Endangered Species Meconopsis punicea Maxim under Future Climate Change Based on Four Species Distribution Models
Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
LOESS fit of (a) Cohen's kappa, (b) MSE, (c) AUC, and (d) BSS for... | Download Scientific Diagram
Receiver operating characteristic - Wikipedia
Accurate prognosis for localized prostate cancer through coherent voting networks with multi-omic and clinical data | Scientific Reports
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
Performance Measures: Cohen's Kappa statistic - The Data Scientist
