Species presence-absence prediction on American birds Case Study 3 (test)
71.3F1 ScoreMaxExp
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MaxExpLearning paradigm=Unsupervised, Calibration set=None2026.02 | 71.3 | 82.3 | 57.3 | 62.9 | |
| Th. tLearning paradigm=Supervised, Calibration set=Train2026.02 | 70.7 | 81.9 | 56.9 | 56.6 | |
| Th. tLearning paradigm=Supervised, Calibration set=Validation2026.02 | 70.4 | 81.9 | 56.7 | 56.5 | |
| SSELearning paradigm=Unsupervised, Calibration set=None2026.02 | 68.6 | 76.9 | 54.9 | 56 | |
| Top KLearning paradigm=Supervised, Calibration set=Train2026.02 | 68.1 | 80.3 | 53.6 | 60.3 | |
| Top KLearning paradigm=Supervised, Calibration set=Validation2026.02 | 67.5 | 79.5 | 53.6 | 60.3 | |
| Th. tfLearning paradigm=Supervised, Calibration set=Train2026.02 | 66 | 74.2 | 52.9 | 51.9 | |
| RoptiLearning paradigm=Supervised, Calibration set=Train2026.02 | 65.2 | 79 | 51 | 45.1 | |
| Th. tfLearning paradigm=Supervised, Calibration set=Validation2026.02 | 65.2 | 74 | 52.2 | 51 | |
| RoptiLearning paradigm=Supervised, Calibration set=Validation2026.02 | 64.5 | 77.8 | 50.3 | 43.7 | |
| Th. t0.5Learning paradigm=Unsupervised, Calibration set=None2026.02 | 64.5 | 72.2 | 51.3 | 50.7 |