Positive-Unlabeled Classification on Alzheimer dataset
74.5F1 ScoreHolisticPU
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HolisticPU2023.10 | 74.5 | 79.5 | 72.8 | 70.2 | 77.1 | |
| Dist-PU2023.10 | 73.7 | 80.1 | 71.6 | 68.5 | 77.1 | |
| Self-PU2023.10 | 72.1 | 75.4 | 70.9 | 69.3 | 75.9 | |
| aPU2023.10 | 70.5 | 75.7 | 68.5 | 66.2 | 70.7 | |
| PUbN2023.10 | 70.4 | 72 | 70 | 69.4 | 70 | |
| VPU2023.10 | 70.2 | 76.7 | 67.4 | 64.7 | 73.1 | |
| PUSB2023.10 | 69.2 | 69.3 | 69.2 | 69.2 | 74.4 | |
| ImbPU2023.10 | 68.8 | 70.6 | 68.2 | 67.5 | 73.8 | |
| nnPU2023.10 | 68.6 | 69.5 | 68.3 | 68 | 72.9 | |
| uPU2023.10 | 67.6 | 66.1 | 68.5 | 69.7 | 73.8 | |
| RP2023.10 | 62.1 | 64.6 | 61.6 | 61.9 | 66.1 |