Table 4 Classification performance of machine learning model for click trains and vessel noise.

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

97

99

Precision

94

99

Recall

96

88

F1-score

95

93

False positive rate

2.8

0.1