Table 3 The five best and worst classified taxa at genus and family level according to the achieved top-1 accuracy on the ExS*
From: Image-based classification of plant genus and family for trained and untrained plant species
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 | |