Threshold Independent Performance Measures for Probabilistic Classifiers

Various functions to compute the area under the curve of selected measures: The area under the sensitivity curve (AUSEC), the area under the specificity curve (AUSPC), the area under the accuracy curve (AUACC), and the area under the receiver operating characteristic curve (AUROC). Support for visualization and partial areas is included.


Reference manual

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install.packages("AUC")

0.3.2 by Michel Ballings, 5 years ago


Browse source code at https://github.com/cran/AUC


Authors: Michel Ballings and Dirk Van den Poel


Documentation:   PDF Manual  


GPL (>= 2) license



Imported by MAKL, cmaRs, interpretR, randnet.

Suggested by aphylo, autotune, broom, cvms.


See at CRAN