Binary Classification on NACC MCI vs AD (Group 2 FPR [0.33, 0.67] test)
0.981AUCMRC-GAT
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MRC-GATanalysis=DeepRoc analysis, FPR range=[0.33, 0.67]2026.02 | 0.981 | 99.7 | 58.9 | |
| MGCS-GCNanalysis=DeepRoc analysis, FPR range=[0.33, 0.67]2026.02 | 0.973 | 99.4 | 54.8 | |
| MMAFanalysis=DeepRoc analysis, FPR range=[0.33, 0.67]2026.02 | 0.948 | 97.3 | 45.2 | |
| Inception-GCNanalysis=DeepRoc analysis, FPR range=[0.33, 0.67]2026.02 | 0.938 | 98.3 | 50 | |
| Spectral-GCNanalysis=DeepRoc analysis, FPR range=[0.33, 0.67]2026.02 | 0.89 | 94 | 40.6 |