Estimating the minority class proportion with the ROC curve using Military Personality Inventory data of the ROK Armed Forces

DOI10.1080/02664763.2015.1005060OpenAlexW2047366149MaRDI QIDQ5130283

Meesun Sun, Sungzoon Cho, Kwanghyun Choi

Publication date: 4 November 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664763.2015.1005060

zbMATH Keywords

ROC curveprevalence estimationclass imbalanceclass overlapmilitary personality inventoryminority proportion

Mathematics Subject Classification ID

Computational methods for problems pertaining to operations research and mathematical programming (90-08) Applications of statistics (62Pxx)

Uses Software

• Matlab

Cites Work

• Support-vector networks
• Powerful nonparametric statistics to compare k independent ROC curves
• Comparing the Areas under Two or More Correlated Receiver Operating Characteristic Curves: A Nonparametric Approach
• A Flexible Method for Estimating the ROC Curve
• ROC SURFACE: A GENERALIZATION OF ROC CURVE ANALYSIS
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