pROC: Display and Analyze ROC Curves

Tools for visualizing, smoothing and comparing receiver operating characteristic (ROC curves). (Partial) area under the curve (AUC) can be compared with statistical tests based on U-statistics or bootstrap. Confidence intervals can be computed for (p)AUC or ROC curves.

Install the latest version of this package by entering the following in R:
install.packages("pROC")
AuthorXavier Robin [cre, aut], Natacha Turck [aut], Alexandre Hainard [aut], Natalia Tiberti [aut], Frédérique Lisacek [aut], Jean-Charles Sanchez [aut], Markus Müller [aut], Stefan Siegert [ctb] (Fast DeLong code)
Date of publication2017-02-05 22:54:00
MaintainerXavier Robin <robin@lindinglab.org>
LicenseGPL (>= 3)
Version1.9.1
http://expasy.org/tools/pROC/

View on CRAN

Functions

are.paired Man page
are.paired.auc Man page
are.paired.roc Man page
are.paired.smooth.roc Man page
aSAH Man page
auc Man page
auc.default Man page
auc.formula Man page
auc.multiclass.roc Man page
auc.roc Man page
auc.smooth.roc Man page
ci Man page
ci.auc Man page
ci.auc.auc Man page
ci.auc.default Man page
ci.auc.formula Man page
ci.auc.roc Man page
ci.auc.smooth.roc Man page
ci.coords Man page
ci.coords.default Man page
ci.coords.formula Man page
ci.coords.roc Man page
ci.coords.smooth.roc Man page
ci.default Man page
ci.formula Man page
ci.roc Man page
ci.se Man page
ci.se.default Man page
ci.se.formula Man page
ci.se.roc Man page
ci.se.smooth.roc Man page
ci.smooth.roc Man page
ci.sp Man page
ci.sp.default Man page
ci.sp.formula Man page
ci.sp.roc Man page
ci.sp.smooth.roc Man page
ci.thresholds Man page
ci.thresholds.default Man page
ci.thresholds.formula Man page
ci.thresholds.roc Man page
ci.thresholds.smooth.roc Man page
coords Man page
coords.roc Man page
coords.smooth.roc Man page
cov Man page
cov.auc Man page
cov.default Man page
cov.roc Man page
cov.smooth.roc Man page
groupGeneric Man page
groupGeneric.auc Man page
groupGeneric.ci.coords Man page
groupGeneric.ci.se Man page
groupGeneric.ci.sp Man page
groupGeneric.pROC Man page
has.partial.auc Man page
has.partial.auc.auc Man page
has.partial.auc.roc Man page
has.partial.auc.smooth.roc Man page
lines.roc Man page
lines.roc.default Man page
lines.roc.formula Man page
lines.roc.roc Man page
lines.roc.smooth.roc Man page
lines.smooth.roc Man page
Math Man page
Math.auc Man page
Math.ci Man page
Math.ci.auc Man page
Math.ci.coords Man page
Math.ci.se Man page
Math.ci.sp Man page
multiclass.roc Man page
multiclass.roc.default Man page
multiclass.roc.formula Man page
Ops Man page
Ops.auc Man page
Ops.ci Man page
Ops.ci.auc Man page
Ops.ci.coords Man page
Ops.ci.se Man page
Ops.ci.sp Man page
plot.ci Man page
plot.ci.se Man page
plot.ci.sp Man page
plot.ci.thresholds Man page
plot.roc Man page
plot.roc.default Man page
plot.roc.formula Man page
plot.roc.roc Man page
plot.roc.smooth.roc Man page
plot.smooth.roc Man page
power.roc.test Man page
power.roc.test.list Man page
power.roc.test.numeric Man page
power.roc.test.roc Man page
print.auc Man page
print.ci.auc Man page
print.ci.coords Man page
print.ci.se Man page
print.ci.sp Man page
print.ci.thresholds Man page
print.multiclass.auc Man page
print.multiclass.roc Man page
print.roc Man page
print.smooth.roc Man page
pROC Man page
pROC-package Man page
roc Man page
roc.default Man page
roc.formula Man page
roc.test Man page
roc.test.auc Man page
roc.test.default Man page
roc.test.formula Man page
roc.test.roc Man page
roc.test.smooth.roc Man page
smooth Man page
smooth.default Man page
smooth.roc Man page
smooth.smooth.roc Man page
var Man page
var.auc Man page
var.default Man page
var.roc Man page
var.smooth.roc Man page

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.