Binary Classification on Tadpole MCI vs AD (test)
1AUCInception-GCN
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Inception-GCNFPR=[0.67, 1], Pres. Risk=Group22026.02 | 1 | — | 1 | 0 | |
| MMAFFPR=[0.33, 0.67], Pres. Risk=Group22026.02 | 1 | — | — | — | |
| MMAFFPR=[0.67, 1], Pres. Risk=Group22026.02 | 1 | — | — | — | |
| MMAFFPR=[0,1], Pres. Risk=All2026.02 | 0.961 | 0.961 | — | — | |
| Spectral-GCNFPR=[0.67, 1], Pres. Risk=Group22026.02 | 0.948 | — | 0.99 | 0.154 | |
| Inception-GCNFPR=[0.33, 0.67], Pres. Risk=Group22026.02 | 0.943 | — | 0.991 | 0.603 | |
| MMAFFPR=[0, 0.33], Pres. Risk=Group12026.02 | 0.941 | — | — | — | |
| Inception-GCNFPR=[0,1], Pres. Risk=All2026.02 | 0.938 | 0.938 | 0.938 | 0.938 | |
| Spectral-GCNFPR=[0, 0.33], Pres. Risk=Group12026.02 | 0.927 | — | 0.819 | 0.966 | |
| Spectral-GCNFPR=[0,1], Pres. Risk=All2026.02 | 0.924 | 0.924 | 0.924 | 0.924 | |
| Inception-GCNFPR=[0, 0.33], Pres. Risk=Group12026.02 | 0.92 | — | 0.822 | 0.954 | |
| Spectral-GCNFPR=[0.33, 0.67], Pres. Risk=Group22026.02 | 0.893 | — | 0.962 | 0.571 | |
| MGCS-GCNFPR=[0,1], Pres. Risk=All2026.02 | — | 0.984 | — | — | |
| MRC-GATFPR=[0,1], Pres. Risk=All2026.02 | — | 0.988 | — | — | |
| MRC-GATFPR=[0, 0.33], Pres. Risk=Group12026.02 | — | — | 0.965 | 0.986 |