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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%