Table 3 Post-adjudication performance metrics for the Chagos pygmy blue whale song, using model configuration CPBW-C-Small, trained on data with SNR’s in the range -10 dB to 10 dB, built from a single exemplar of the song.
From: Automated detection of stereotyped animal sounds using data augmentation and transfer learning
Decision logic | Number of TP’s | Number of FP’s | Number of FN’s | Recall | Precision | F1 score |
|---|---|---|---|---|---|---|
Inclusive | 21,833 | 2101 | 138 | 0.99 | 0.91 | 0.95 |
Discrete-only | 8045 | 15,889 | 138 | 0.98 | 0.34 | 0.50 |
Strict-discrete | 6770 | 17,164 | 138 | 0.98 | 0.28 | 0.44 |
