Table 5 Classification performance of the machine learning model for click trains and vessel noise on a test dataset.

From: A hybrid method combining rule-based filter and machine learning to detect porpoise and vessel sounds from a pulse event recorder

Metric

Click train model (%)

Vessel noise model (%)

Accuracy

83

67

Precision

95

100

Recall

75

15

F1-score

84

26

False positive rate

5.9

0.0

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