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colAUC

version 1.2.0.0 (48.8 KB) by Jaroslaw Tuszynski
Calculates Area under ROC curve (AUC) for a vector or for each column of a matrix.

3.2K Downloads

Updated 27 Nov 2012

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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.

Cite As

Jaroslaw Tuszynski (2021). colAUC (https://www.mathworks.com/matlabcentral/fileexchange/30424-colauc), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2010a
Compatible with any release
Platform Compatibility
Windows macOS Linux

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