Estimating the Contamination Factor's Distribution in Unsupervised Anomaly Detection

Lorenzo Perini, Paul Buerkner, Arto Klami

Anomaly detection methods identify examples that do not follow the expected behaviour, typically in an unsupervised fashion, by assigning real-valued anomaly scores to the examples…