Rapid Anomaly Detection Using Integrated Prudence Analysis (IPA)

Omaru Maruatona, Peter Vamplew, Richard Dazeley, Paul A. Watters

Abstract: Integrated Prudence Analysis has been proposed as a method to maximize the accuracy of rule based systems. The paper presents evaluation results of the three Prudence methods on public datasets which demonstrate that combining attribute-based and structural Prudence produces a net improvement in Prudence Accuracy.