StAR is a web server and standalone program for the statistical comparison of several binary classifiers. This server assesses the statistical significance of the observed differences between two or more classifiers by means of their ROC (Receiver Operating Characteristic) curves. The statistical comparison relies on a non-parametric test and the area under the ROC curves (AUCs). The server is able to perform the simultaneous pairwise comparison of many binary classifiers.
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Vergara, I.A., Norambuena, T., Ferrada, E., Slater, A.W. and Melo, F. (2008)
StAR: a simple tool for the statistical comparison of ROC curves.
BMC B ioinformatics 9, 265.