Fast Algorithms to Bootstrap Receiver Operating Characteristics Curves

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Documentation for package ‘fbroc’ version 0.2.1

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fbroc-package fbroc: A package for fast bootstrap analysis of ROC curves
boot.roc Bootstrap ROC curve
boot.tpr.at.fpr Process bootstrapped TPR/FPR at thresholds matrix into TPR at FPR matrix
conf.roc Generates confidence intervals for the TPR for a range of FPRs
fbroc fbroc: A package for fast bootstrap analysis of ROC curves
perf.roc Calculate performance for bootstrapped ROC curve
plot.fbroc.perf Plots ROC based performance metric as histogram
plot.fbroc.roc Plots a 'fbroc.roc' object
print.fbroc.perf Prints information about a 'fbroc.perf' object
print.fbroc.roc Prints information about a 'fbroc.roc' object
roc.examples Examples of predictions for ROC curve construction