Receiver Operating Characteristics Surface

Plots the Receiver Operating Characteristics Surface for high-throughput class-skewed data, calculates the Volume under the Surface (VUS) and the FDR-Controlled Area Under the Curve (FCAUC), and conducts tests to compare two ROC surfaces. Computes eROC curve and the corresponding AUC for imperfect reference standard.


Reference manual

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install.packages("ROCS")

1.4 by Tianwei Yu, a year ago


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


Authors: Tianwei Yu [aut, cre] , Peizhou Liao [ctb]


Documentation:   PDF Manual  


GPL-2 license


Depends on rgl, poibin


See at CRAN