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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.
| Version: | 1.4 |
| Depends: | rgl, poibin |
| Published: | 2025-06-04 |
| DOI: | 10.32614/CRAN.package.ROCS |
| Author: | Tianwei Yu [aut, cre], Peizhou Liao [ctb] |
| Maintainer: | Tianwei Yu <yutianwei at cuhk.edu.cn> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | ROCS results |
| Reference manual: | ROCS.pdf |
| Package source: | ROCS_1.4.tar.gz |
| Windows binaries: | r-devel: ROCS_1.4.zip, r-release: ROCS_1.4.zip, r-oldrel: ROCS_1.4.zip |
| macOS binaries: | r-release (arm64): ROCS_1.4.tgz, r-oldrel (arm64): ROCS_1.4.tgz, r-release (x86_64): ROCS_1.4.tgz, r-oldrel (x86_64): ROCS_1.4.tgz |
| Old sources: | ROCS archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
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