Bayesian Receiver Operating Characteristic Metric for Linear Classifiers

Syeda Sakira Hassan, Heikki Huttunen, Jari Niemi +1

We propose a novel classifier accuracy metric: the Bayesian Area Under the Receiver Operating Characteristic Curve (CBAUC). The method estimates the area under the ROC curve and is…