Table 3.
The five best and worst classified taxa at genus and family level according to the achieved top-1 accuracy on the ExS*
| Level | Taxon | k S,train | k S,test | top-1 [%] | |
|---|---|---|---|---|---|
| ExS | InS | ||||
| Genus | Orobanche | 5 | 1 | 96.5 | 93.3 |
| (Best) | Ophrys | 11 | 1 | 95.7 | 96.3 |
| Arctium | 1 | 1 | 84.0 | 85.7 | |
| Viola | 8 | 1 | 83.2 | 84.1 | |
| Geranium | 12 | 1 | 82.9 | 94.7 | |
| Genus | Linum | 1 | 1 | 2.2 | 85.7 |
| (Worst) | Diplotaxis | 1 | 1 | 1.6 | 87.1 |
| Bartsia | 1 | 1 | 1.6 | 62.5 | |
| Gymnadenia | 1 | 1 | 0 | 76.5 | |
| Lychnis | 1 | 1 | 0 | 75.0 | |
| Family | Orchidaceae | 41 | 5 | 87.6 | 97.4 |
| (Best) | Geraniaceae | 15 | 2 | 81.5 | 93.5 |
| Pinaceae | 11 | 1 | 78.3 | 87.7 | |
| Lamiaceae | 43 | 5 | 72.0 | 91.5 | |
| Betulaceae | 8 | 1 | 71.5 | 89.9 | |
| Family | Lythraceae | 1 | 1 | 0 | 89.1 |
| (Worst) | Melanthiaceae | 1 | 1 | 0 | 93.8 |
| Rutaceae | 2 | 1 | 0 | 78.6 | |
| Urticaceae | 1 | 1 | 0 | 76.2 | |
| Verbenaceae | 2 | 1 | 0 | 80.0 | |
kS,train and kS,test are the numbers of species in the dataset during training and test
*Results are three-fold cross-validated with random species selection during training and test