Skip to main content

Advertisement

Table 11 Results of anomaly detection

From: A machine-learning phase classification scheme for anomaly detection in signals with periodic characteristics

Type Detection Rate %
Phases 83/85 98%
Amplitudes 102/102 100%
Pulse 102/103 99%
Total anomalies 287/290 99%
False positives 115/26798 0.43%
White noise (σ≤6) 11/19 58%
White noise (σ>6) 64/75 85%