Learn R Programming

ROCS (version 1.4)

Receiver Operating Characteristics Surface

Description

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.

Copy Link

Version

Install

install.packages('ROCS')

Monthly Downloads

160

Version

1.4

License

GPL-2

Maintainer

Tianwei Yu

Last Published

June 4th, 2025

Functions in ROCS (1.4)

fcauc.comp.fptp

Plotting two ROC curves, highlighting the segments of the curves corresponding to acceptable FDR levels.
ROCS-package

Receiver Operating Characteristics Surface for class-skewed data
fcauc.x

Generating ROC plot with shading based on FDR
rocs.fptp

Plotting Receiver Operating Characteristics Surface with user-provided FPR, TPR & TDR
e.roc

Calculating expected Receiver Operating Characteristics Curve in the presence of imperfect reference standards.
fcauc.fptp

Generating ROC plot with shading based on FDR using user-provided FPR, TPR, FDR values
rocs.x

Calculating Receiver Operating Characteristics Surface from one-dimensional data.
test.rocs

Testing for significant difference between two ROCS