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fbroc (version 0.3.0)
Fast Algorithms to Bootstrap Receiver Operating Characteristics
Curves
Description
Implements a very fast C++ algorithm to quickly bootstrap
receiver operating characteristics (ROC) curves and derived performance metrics, including the area under the
curve (AUC) as well as the true and false positive rate. The analysis of paired
receiver operating curves is supported as well, so that a comparison of two predictors is possible.
You can also plot the results and calculate confidence intervals.
Currently the calculation of 100000 bootstrap replicates for 500 observations
takes about one second.