Table 2. Precision, recall, and temporal error of DAS.
Precision and recall values are sample-wise for all except fly pulse song, for which it is event-wise. The number of classes includes the ‘no song’ class. (p) Pulse, (s) Sine.
Species | Trained | Classes | Threshold | Precision [%] | Recall [%] | Temporal error [ms] |
---|---|---|---|---|---|---|
Fly single channel | Pulse (p) and sine (s) | 3 | 0.7 | 97/92 (p/s) | 96/98 (p/s) | 0.3/12 (p/s) |
Fly multi channel | Pulse (p) | 2 | 0.5 | 98 | 94 | 0.3 |
Fly multi channel | Sine (s) | 2 | 0.5 | 97 | 93 | 8 |
Mouse | Female | 2 | 0.5 | 98 | 99 | 0.3 |
Marmoset | five male-female pairs | 5 | 0.5 | 85 | 91 | 4.4 |
Bengalese finch | four males | 49 (38 in test set) | 0.5 | 97 | 97 | 0.3 |
Zebra finch | one males | 7 | 0.5 | 98 | 97 | 1.2 |