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. 2021 Nov 1;10:e68837. doi: 10.7554/eLife.68837

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