kNN Classification on iNaturalist 2018
98.4KingdomGrafit
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| GrafitTraining Granularity=Genus2020.11 | 98.4 | 96.9 | 95 | 87.6 | 82.4 | 75.6 | 61.9 | |
| GrafitTraining Granularity=Species2020.11 | 98.3 | 96.7 | 95 | 87.3 | 82.1 | 75.5 | 67.7 | |
| GrafitTraining Granularity=Phylum2020.11 | 98.2 | 96.6 | 90.9 | 66.9 | 48.7 | 33.5 | 25.5 | |
| GrafitTraining Granularity=Class2020.11 | 98.2 | 96.7 | 94.5 | 72.7 | 55.1 | 39.5 | 30.8 | |
| GrafitTraining Granularity=Order2020.11 | 98.2 | 96.8 | 94.9 | 87.1 | 70.9 | 54.2 | 42.7 | |
| GrafitTraining Granularity=Family2020.11 | 98.2 | 96.7 | 94.9 | 87.5 | 81.8 | 64.6 | 51.2 | |
| GrafitTraining Granularity=Kingdom2020.11 | 98.1 | 94.1 | 87.5 | 61.7 | 42.1 | 27 | 20.4 | |
| ClusterFit+Training Granularity=Genus2020.11 | 96.3 | 92.6 | 88.8 | 74.3 | 64.2 | 53.9 | 44.7 | |
| ClusterFit+Training Granularity=Family2020.11 | 96.2 | 92.6 | 88.8 | 73.9 | 63 | 49.4 | 40.3 | |
| ClusterFit+Training Granularity=Species2020.11 | 96.1 | 92.2 | 88.2 | 72.3 | 61.9 | 51.7 | 43.4 | |
| ClusterFit+Training Granularity=Order2020.11 | 95.6 | 91.1 | 86.7 | 70.8 | 54.3 | 40.1 | 32.7 | |
| GrafitTraining Granularity=Ø (Unsupervised)2020.11 | 95.5 | 90 | 82.2 | 54 | 33.7 | 20.5 | 15.9 | |
| ClusterFit+Training Granularity=Class2020.11 | 95.3 | 90.7 | 85.7 | 61.4 | 44.4 | 31.5 | 25.2 | |
| ClusterFit+Training Granularity=Phylum2020.11 | 95 | 90.3 | 83.8 | 59 | 42.1 | 29.5 | 23.7 | |
| ClusterFit+Training Granularity=Kingdom2020.11 | 94.7 | 87.4 | 80.2 | 54.5 | 38.3 | 26.7 | 21.8 | |
| ClusterFit+Training Granularity=Ø (Unsupervised)2020.11 | 70.9 | 48.8 | 40.4 | 17.1 | 5.6 | 0.9 | 0.3 |