Binary Classification (CN vs MCI) on NACC
100AUCInception-GCN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Inception-GCNFPR interval=[0.67, 1], Presence Risk group=Group 32026.02 | 100 | 100 | 0 | |
| MMAFFPR interval=[0.67, 1], Presence Risk group=Group 32026.02 | 100 | 100 | 0 | |
| MGCS-GCNFPR interval=[0.67, 1], Presence Risk group=Group 32026.02 | 100 | 100 | 0 | |
| MRC-GATFPR interval=[0.67, 1], Presence Risk group=Group 32026.02 | 100 | 100 | 0 | |
| MRC-GATFPR interval=[0, 1], Presence Risk group=All2026.02 | 97.5 | 97.5 | 97.5 | |
| MRC-GATFPR interval=[0, 0.33], Presence Risk group=Group 12026.02 | 97.3 | 91.1 | 98.2 | |
| MRC-GATFPR interval=[0.33, 0.67], Presence Risk group=Group 22026.02 | 97.1 | 99.7 | 65.4 | |
| MGCS-GCNFPR interval=[0, 1], Presence Risk group=All2026.02 | 96.7 | 96.7 | 96.7 | |
| MGCS-GCNFPR interval=[0.33, 0.67], Presence Risk group=Group 22026.02 | 96.2 | 99.6 | 62.5 | |
| MGCS-GCNFPR interval=[0, 0.33], Presence Risk group=Group 12026.02 | 96.1 | 90.6 | 97.9 | |
| MMAFFPR interval=[0, 1], Presence Risk group=All2026.02 | 94.8 | 94.8 | 94.8 | |
| MMAFFPR interval=[0.33, 0.67], Presence Risk group=Group 22026.02 | 94.3 | 99.3 | 62.3 | |
| MMAFFPR interval=[0, 0.33], Presence Risk group=Group 12026.02 | 93.6 | 85.2 | 96.6 | |
| Inception-GCNFPR interval=[0, 0.33], Presence Risk group=Group 12026.02 | 92 | 80.7 | 96.1 | |
| Inception-GCNFPR interval=[0, 1], Presence Risk group=All2026.02 | 91.6 | 91.6 | 91.6 | |
| Spectral-GCNFPR interval=[0, 0.33], Presence Risk group=Group 12026.02 | 84.4 | 64.4 | 92.5 | |
| Inception-GCNFPR interval=[0.33, 0.67], Presence Risk group=Group 22026.02 | 83.9 | 94.2 | 44.2 | |
| Spectral-GCNFPR interval=[0, 1], Presence Risk group=All2026.02 | 82.7 | 82.7 | 82.7 | |
| Spectral-GCNFPR interval=[0.33, 0.67], Presence Risk group=Group 22026.02 | 80.5 | 87.8 | 51.9 | |
| Spectral-GCNFPR interval=[0.67, 1], Presence Risk group=Group 32026.02 | 80.5 | 96.2 | 18.5 |