R: Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves

# Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves

## 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