Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves

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Documentation for package ‘fbroc’ version 0.4.1

• DESCRIPTION file.
• Package NEWS.

Help Pages

fbroc-package	fbroc: A package for fast bootstrap analysis and comparison of ROC curves
boot.paired.roc	Bootstrap paired ROC curves
boot.roc	Bootstrap ROC curve
boot.tpr.at.fpr	Process bootstrapped TPR/FPR at thresholds matrix into TPR at FPR matrix
conf	Generic S3 function to calculate confidence regions for ROC curves
conf.fbroc.paired.roc	Generates confidence intervals for the difference in TPR between two predictors for a range of FPRs or vice versa
conf.fbroc.roc	Generates confidence intervals for the TPR for a range of FPRs or vice versa
extract.roc	Extracts one from two paired ROC curves from a 'fbroc.paired.roc' object
fbroc	fbroc: A package for fast bootstrap analysis and comparison of ROC curves
perf	Generic S3 function to calculate performance estimates for ROC curves
perf.fbroc.paired.roc	Calculate performance for paired bootstrapped ROC curves
perf.fbroc.roc	Calculate performance for bootstrapped ROC curve
plot.fbroc.conf	Plots function for object of classfbroc.conf
plot.fbroc.conf.paired	Plots function for object of class 'fbroc.conf.paired'
plot.fbroc.paired.roc	Plots a 'fbroc.paired.roc' object
plot.fbroc.perf	Plots ROC based performance metric as histogram
plot.fbroc.perf.paired	Plots the difference between the bootstrapped performance estimate of the first and the second classifier.
plot.fbroc.roc	Plots a 'fbroc.roc' object
print.fbroc.perf	Prints information about a 'fbroc.perf' object
print.fbroc.perf.paired	Prints information about a 'fbroc.perf.paired' object
print.fbroc.roc	Prints information about a 'fbroc.roc' object
roc.examples	Examples of predictions for ROC curve construction