Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
GHOST: Adjusting the Decision Threshold to Handle Imbalanced Data in Machine Learning | Journal of Chemical Information and Modeling
Cohen's Kappa: What it is, when to use it, and how to avoid its pitfalls | by Rosaria Silipo | Towards Data Science
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
Translation, reliability, and validity of Japanese version of the Respiratory Distress Observation Scale | PLOS ONE
Hybrid feature selection-based machine learning Classification system for the prediction of injury severity in single and multiple-vehicle accidents | PLOS ONE
Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
The Matthews correlation coefficient (MCC) should replace the ROC AUC as the standard metric for assessing binary classification | BioData Mining | Full Text
Performance Measures: Cohen's Kappa statistic - The Data Scientist
About the relationship between ROC curves and Cohen's kappa - ScienceDirect
Receiver Operating Characteristic (ROC) Area Under the Curve (AUC): A Diagnostic Measure for Evaluating the Accuracy of Predicto
Multiple Machine Learning Comparisons of HIV Cell-based and Reverse Transcriptase Data Sets | Molecular Pharmaceutics
Using machine learning to understand age and gender classification based on infant temperament | PLOS ONE
Accurate prognosis for localized prostate cancer through coherent voting networks with multi-omic and clinical data | Scientific Reports
LOESS fit of (a) Cohen's kappa, (b) MSE, (c) AUC, and (d) BSS for... | Download Scientific Diagram
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose?
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
IJERPH | Free Full-Text | Cohen’s Kappa Coefficient as a Measure to Assess Classification Improvement following the Addition of a New Marker to a Regression Model
Comparison of AUC and Cohen's kappa-values between the three criteria. | Download Scientific Diagram
About the relationship between ROC curves and Cohen's kappa - ScienceDirect
The advantages of the Matthews correlation coefficient (MCC) over F1 score and accuracy in binary classification evaluation | BMC Genomics | Full Text
Cohen's Kappa: What It Is, When to Use It, and How to Avoid Its Pitfalls - The New Stack
auc - Kappa and downsampling, selection of data set - Cross Validated
