Display and Analyze ROC Curves

Documentation for package ‘pROC’ version 1.18.5

Help Pages

pROC

-- A --

are.paired	Are two ROC curves paired?
are.paired.auc	Are two ROC curves paired?
are.paired.roc	Are two ROC curves paired?
are.paired.smooth.roc	Are two ROC curves paired?
aSAH	Subarachnoid hemorrhage data
auc	Compute the area under the ROC curve
auc.default	Compute the area under the ROC curve
auc.formula	Compute the area under the ROC curve
auc.multiclass.roc	Compute the area under the ROC curve
auc.roc	Compute the area under the ROC curve
auc.smooth.roc	Compute the area under the ROC curve

-- C --

ci	Compute the confidence interval of a ROC curve
ci.auc	Compute the confidence interval of the AUC
ci.auc.auc	Compute the confidence interval of the AUC
ci.auc.default	Compute the confidence interval of the AUC
ci.auc.formula	Compute the confidence interval of the AUC
ci.auc.multiclass.auc	Compute the confidence interval of the AUC
ci.auc.multiclass.roc	Compute the confidence interval of the AUC
ci.auc.roc	Compute the confidence interval of the AUC
ci.auc.smooth.roc	Compute the confidence interval of the AUC
ci.coords	Compute the confidence interval of arbitrary coordinates
ci.coords.default	Compute the confidence interval of arbitrary coordinates
ci.coords.formula	Compute the confidence interval of arbitrary coordinates
ci.coords.roc	Compute the confidence interval of arbitrary coordinates
ci.coords.smooth.roc	Compute the confidence interval of arbitrary coordinates
ci.default	Compute the confidence interval of a ROC curve
ci.formula	Compute the confidence interval of a ROC curve
ci.multiclass.auc	Compute the confidence interval of a ROC curve
ci.multiclass.roc	Compute the confidence interval of a ROC curve
ci.roc	Compute the confidence interval of a ROC curve
ci.se	Compute the confidence interval of sensitivities at given specificities
ci.se.default	Compute the confidence interval of sensitivities at given specificities
ci.se.formula	Compute the confidence interval of sensitivities at given specificities
ci.se.roc	Compute the confidence interval of sensitivities at given specificities
ci.se.smooth.roc	Compute the confidence interval of sensitivities at given specificities
ci.smooth.roc	Compute the confidence interval of a ROC curve
ci.sp	Compute the confidence interval of specificities at given sensitivities
ci.sp.default	Compute the confidence interval of specificities at given sensitivities
ci.sp.formula	Compute the confidence interval of specificities at given sensitivities
ci.sp.roc	Compute the confidence interval of specificities at given sensitivities
ci.sp.smooth.roc	Compute the confidence interval of specificities at given sensitivities
ci.thresholds	Compute the confidence interval of thresholds
ci.thresholds.default	Compute the confidence interval of thresholds
ci.thresholds.formula	Compute the confidence interval of thresholds
ci.thresholds.roc	Compute the confidence interval of thresholds
ci.thresholds.smooth.roc	Compute the confidence interval of thresholds
coords	Coordinates of a ROC curve
coords.roc	Coordinates of a ROC curve
coords.smooth.roc	Coordinates of a ROC curve
coords_transpose	Transposing the output of 'coords'
cov	Covariance of two paired ROC curves
cov.auc	Covariance of two paired ROC curves
cov.default	Covariance of two paired ROC curves
cov.roc	Covariance of two paired ROC curves
cov.smooth.roc	Covariance of two paired ROC curves

-- G --

ggroc	Plot a ROC curve with ggplot2
ggroc.list	Plot a ROC curve with ggplot2
ggroc.roc	Plot a ROC curve with ggplot2
ggroc.smooth.roc	Plot a ROC curve with ggplot2
groupGeneric	pROC Group Generic Functions
groupGeneric.auc	pROC Group Generic Functions
groupGeneric.ci.coords	pROC Group Generic Functions
groupGeneric.ci.se	pROC Group Generic Functions
groupGeneric.ci.sp	pROC Group Generic Functions
groupGeneric.pROC	pROC Group Generic Functions

-- H --

has.partial.auc	Does the ROC curve have a partial AUC?
has.partial.auc.auc	Does the ROC curve have a partial AUC?
has.partial.auc.roc	Does the ROC curve have a partial AUC?
has.partial.auc.smooth.roc	Does the ROC curve have a partial AUC?

-- L --

lines.roc	Add a ROC line to a ROC plot
lines.roc.default	Add a ROC line to a ROC plot
lines.roc.formula	Add a ROC line to a ROC plot
lines.roc.roc	Add a ROC line to a ROC plot
lines.roc.smooth.roc	Add a ROC line to a ROC plot
lines.smooth.roc	Add a ROC line to a ROC plot

-- M --

Math	pROC Group Generic Functions
Math.auc	pROC Group Generic Functions
Math.ci	pROC Group Generic Functions
Math.ci.auc	pROC Group Generic Functions
Math.ci.coords	pROC Group Generic Functions
Math.ci.se	pROC Group Generic Functions
Math.ci.sp	pROC Group Generic Functions
multiclass.roc	Multi-class AUC
multiclass.roc.default	Multi-class AUC
multiclass.roc.formula	Multi-class AUC

-- O --

Ops	pROC Group Generic Functions
Ops.auc	pROC Group Generic Functions
Ops.ci	pROC Group Generic Functions
Ops.ci.auc	pROC Group Generic Functions
Ops.ci.coords	pROC Group Generic Functions
Ops.ci.se	pROC Group Generic Functions
Ops.ci.sp	pROC Group Generic Functions

-- P --

plot	Plot a ROC curve
plot.ci	Plot confidence intervals
plot.ci.se	Plot confidence intervals
plot.ci.sp	Plot confidence intervals
plot.ci.thresholds	Plot confidence intervals
plot.roc	Plot a ROC curve
plot.roc.default	Plot a ROC curve
plot.roc.formula	Plot a ROC curve
plot.roc.roc	Plot a ROC curve
plot.roc.smooth.roc	Plot a ROC curve
plot.smooth.roc	Plot a ROC curve
power.roc.test	Sample size and power computation for ROC curves
power.roc.test.list	Sample size and power computation for ROC curves
power.roc.test.numeric	Sample size and power computation for ROC curves
power.roc.test.roc	Sample size and power computation for ROC curves
print.auc	Print a ROC curve object
print.ci.auc	Print a ROC curve object
print.ci.coords	Print a ROC curve object
print.ci.se	Print a ROC curve object
print.ci.sp	Print a ROC curve object
print.ci.thresholds	Print a ROC curve object
print.multiclass.auc	Print a ROC curve object
print.multiclass.roc	Print a ROC curve object
print.mv.multiclass.roc	Print a ROC curve object
print.roc	Print a ROC curve object
print.smooth.roc	Print a ROC curve object
pROC	pROC

-- R --

roc	Build a ROC curve
roc.data.frame	Build a ROC curve
roc.default	Build a ROC curve
roc.formula	Build a ROC curve
roc.test	Compare two ROC curves
roc.test.auc	Compare two ROC curves
roc.test.default	Compare two ROC curves
roc.test.formula	Compare two ROC curves
roc.test.roc	Compare two ROC curves
roc.test.smooth.roc	Compare two ROC curves
roc_	Build a ROC curve

-- S --

smooth	Smooth a ROC curve
smooth.default	Smooth a ROC curve
smooth.roc	Smooth a ROC curve
smooth.smooth.roc	Smooth a ROC curve

-- V --

var	Variance of a ROC curve
var.auc	Variance of a ROC curve
var.default	Variance of a ROC curve
var.roc	Variance of a ROC curve
var.smooth.roc	Variance of a ROC curve