A package for calculating ROC curves and Concentrated ROC (CROC) curves.
Project description
This pure-python package is designed to be a standard implementation of performance curves and metrics for use either in python scripts or through a simple commandline interface.
With this package, one can easily:
Compute the coordinates of both Accumulation Curves and ROC curves.
Handle ties appropriately using several methods.
Compute the BEDROC metric.
Vertically add and average the performance curves of several cross-validation folds.
Focus on the early part of the ROC curve by using several soon to be published x-axis transforms.
Please email the author if you discover any bugs. Currently, this package is officially in BETA status. Full documentation can be found at http://www.ics.uci.edu/~sswamida/CROC
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