From: pROC: an open-source package for R and S+ to analyze and compare ROC curves
Package name | ROCR | Verification | ROC (Bioconductor) | pcvsuite | pROC |
---|---|---|---|---|---|
Smoothing | No | Yes | No | Yes | Yes |
Partial AUC | Only SP^{1} | No | Only SP^{1} | Only SP | SP and SE |
Confidence intervals | Partial^{2} | Partial^{3} | No | Partial^{4} | Yes |
Plotting Confidence Intervals | Yes | Yes | No | Yes | Yes |
Statistical tests | No | AUC (one sample) | No | AUC, pAUC, SP | AUC, pAUC, SP, SE, ROC |
Available on CRAN | Yes | Yes | No, http://www.bioconductor.org/ | No, http://labs.fhcrc.org/pepe/dabs/ | Yes |