Table 2 Functions provided in pROC
From: pROC: an open-source package for R and S+ to analyze and compare ROC curves
are.paired | Determines if two ROC curves are possibly paired |
|---|---|
auc | Computes the area under the ROC curve |
ci | Computes the confidence interval of a ROC curve |
ci.auc | Computes the confidence interval of the AUC |
ci.se | Computes the confidence interval of sensitivities at given specificities |
ci.sp | Computes the confidence interval of specificities at given sensitivities |
ci.thresholds | Computes the confidence interval of thresholds |
coords | Returns the coordinates (sensitivities, specificities, thresholds) of a ROC curve |
roc | Builds a ROC curve |
roc.test | Compares the AUC of two correlated ROC curves |
smooth | Smoothes a ROC curve |