Detection/Fault localization

Data required

Precision

Recall

F_β-score

Our anomaly detector

Zero-positive

0.49

0.872

0.533

Bayesian anomaly detector

Positive examples

0.51

0.876

0.542

Our Bayesian fault localization

Positive examples

0.88

0.78