Table 4 VetTag performance stratified by species
From: VetTag: improving automated veterinary diagnosis coding via large-scale language modeling
Species | CSU | PP (Cross-hospital) | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|
# | F1 | Prec | Rec | EM | # | F1 | Prec | Rec | EM | |
Canine | 4351 | 67.2 | 73.3 | 63.9 | 24.5 | 425 | 49.7 | 56.9 | 48.2 | 7.8 |
Feline | 607 | 59.8 | 64.1 | 58.8 | 23.4 | 149 | 43.9 | 46.8 | 45.4 | 12.8 |
Equine | 549 | 61.3 | 65.1 | 60.3 | 39.7 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
Bovine | 60 | 47.8 | 55.0 | 46.1 | 40.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
Caprine | 21 | 39.5 | 36.8 | 45.0 | 38.1 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
Porcine | 26 | 63.6 | 77.2 | 57.6 | 38.5 | 1 | 31.2 | 31.2 | 31.2 | 0.0 |
Ovine | 8 | 54.7 | 52.0 | 60.9 | 50.0 | 0 | 0.0 | 0.0 | 0.0 | 0.0 |
Other Mammals | 6 | 56.9 | 53.8 | 62.9 | 33.3 | 10 | 53.1 | 54.2 | 54.3 | 10.0 |
