Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
A Coefficient of Agreement for Nominal Scales - Jacob Cohen, 1960
JCM | Free Full-Text | Diagnostic Ability of Peguero-Lo Presti Electrocardiographic Left Ventricular Hypertrophy Criterion in Severe Aortic Stenosis
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
Machine learning methods for automated classification of tumors with papillary thyroid carcinoma-like nuclei: A quantitative analysis | PLOS ONE
Histogram-based models on non-thin section chest CT predict invasiveness of primary lung adenocarcinoma subsolid nodules | Scientific Reports
LOESS fit of (a) Cohen's kappa, (b) MSE, (c) AUC, and (d) BSS for... | Download Scientific Diagram
JCM | Free Full-Text | Lesion-to-Liver SUVmax Ratio to Improve the Prognostic Value of the End of Treatment PET/CT in Diffuse Large B-Cell Lymphoma
IJERPH | Free Full-Text | Frailty Screening in the Emergency Department: Comparing the Variable Indicative of Placement Risk, Clinical Frailty Scale and PRISMA-7
F1 Score vs ROC AUC vs Accuracy vs PR AUC: Which Evaluation Metric Should You Choose? - neptune.ai
Using machine learning to understand age and gender classification based on infant temperament | PLOS ONE
Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
Meta-analysis of gut microbiome studies identifies disease-specific and shared responses | Nature Communications
Veterinary Sciences | Free Full-Text | A Cutoff Determination of Real-Time Loop-Mediated Isothermal Amplification (LAMP) for End-Point Detection of Campylobacter jejuni in Chicken Meat
IJERPH | Free Full-Text | Accuracy of Computer-Aided Detection of Occupational Lung Disease: Silicosis and Pulmonary Tuberculosis in Ex-Miners from the South African Gold Mines
Identifying predictive features of autism spectrum disorders in a clinical sample of adolescents and adults using machine learning | Scientific Reports
Machine Learning in Predictive Toxicology: Recent Applications and Future Directions for Classification Models | Chemical Research in Toxicology
GHOST: Adjusting the Decision Threshold to Handle Imbalanced Data in Machine Learning | Journal of Chemical Information and Modeling
About the relationship between ROC curves and Cohen's kappa - ScienceDirect
Why Cohen's Kappa should be avoided as performance measure in classification | PLOS ONE
Frontiers | The Assessment of the Osteoporosis Self-Assessment Tool for Asians and Calcaneal Quantitative Ultrasound in Identifying Osteoporotic Fractures and Falls Among Chinese People
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
