This function implements Hand and Till's generalization of the area under the ROC curve (AUC) for multiple class classification problems (Hand DJ, Till RJ, "A Simple Generalization of the Area Under the ROC Curve for Multiple Class Classification Problems, Machine Learning, 45, 171-186, 2001). The technique is based on a rank order calculation related to the Mann-Whitney-Wilcoxon statistic. It does not require the actual creation or numerical integration of a multi-dimensional ROC curve/surface and thereby avoids the possible inaccuracies and biases associated with these techniques.
인용 양식
David Snyder (2024). multiClassAUC (https://www.mathworks.com/matlabcentral/fileexchange/71158-multiclassauc), MATLAB Central File Exchange. 검색됨 .
MATLAB 릴리스 호환 정보
플랫폼 호환성
Windows macOS Linux카테고리
태그
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!
Start Hunting!버전 | 게시됨 | 릴리스 정보 | |
---|---|---|---|
1.0.0 |