colAUC 1.0

Date Added: August 29, 2013 | Visits: 313

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Function colAUC calculates Area under ROC curve (AUC) for a vector or foreach 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 offeatures, fast.* Two different algorithms are provided one based on integrating ROCcurves and one based on Wilcoxon Rank Sum Test aka. Mann-Whitney U Test.* Function can be used to plot ROC curves.

Requirements: No special requirements

Platforms: Matlab

Keyword: Algorithms, Auc, Calculate, Features, Large, Mannwhitney, Number, Provided, Wilcoxon

Users rating: 0/10

License: Shareware

Size: 51.2 KB

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