colAUC

Calculates Area under ROC curve (AUC) for a vector or for each column of a matrix.

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Function colAUC calculates Area under ROC curve (AUC) for a vector or for
each column of a matrix.

The main properties of this code:
* Ability to work with multi-dimensional data.
* Ability to work with multi-class datasets.
* Speed - this code was written to calculate AUC's for large number of
features, fast.
* Two different algorithms are provided one based on integrating ROC
curves and one based on Wilcoxon Rank Sum Test aka. Mann-Whitney U Test.
* Function can be used to plot ROC curves.

인용 양식

Jaroslaw Tuszynski (2026). colAUC (https://kr.mathworks.com/matlabcentral/fileexchange/30424-colauc), MATLAB Central File Exchange. 검색 날짜: .

카테고리

Help CenterMATLAB Answers에서 ROC - AUC에 대해 자세히 알아보기

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버전 퍼블리시됨 릴리스 정보 Action
1.2.0.0

added abs=false argument

1.1.0.0

small corrections

1.0.0.0