NC vs. MCI classification on OASIS
99AccuracyProMUSE
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| ProMUSE2026.06 | 99 | — | — | 50 | 49.8 | |
| KNN2026.06 | 98.3 | — | — | 60.8 | 49.6 | |
| SVM2026.06 | 98.3 | — | — | 71.5 | 49.6 | |
| RF2026.06 | 98.3 | — | — | 70.2 | 49.6 | |
| BPLSDA2026.06 | 98.3 | — | — | 78 | 49.6 | |
| BSPLSDA2026.06 | 98.3 | — | — | 78 | 49.6 | |
| GRridge2026.06 | 98 | — | — | 49.1 | 49.5 | |
| CF2026.06 | 98 | — | — | 63.2 | 49.5 | |
| GMU2026.06 | 98 | — | — | 52 | 49.5 | |
| MLCLNet2026.06 | 98 | — | — | 83.8 | 49.5 | |
| NN2026.06 | 97.7 | — | — | 46.3 | 49.4 | |
| TMC2026.06 | 97.7 | — | — | 65.9 | 49.4 | |
| MOGONET2026.06 | 97.3 | — | — | 54.5 | 49.3 | |
| LR2026.06 | 97 | — | — | 74.9 | 49.2 | |
| DCP2026.06 | 97 | — | — | 68.5 | 49.2 | |
| MMDynamic2026.06 | 90.6 | — | — | 65.7 | 50.9 | |
| CLCLSA2026.06 | 88.3 | — | — | 64 | 54.2 | |
| UG-FedDA2025.12 | 83.49 | — | 26.47 | 68.59 | — | |
| FedADA2025.12 | 81.93 | 0.003 | 41.18 | 69.59 | — | |
| FACT2025.12 | 80.24 | — | 30.59 | 72.49 | — | |
| DBE2025.12 | 80.12 | 0.035 | 28.82 | 67.49 | — |