Alzheimer's Disease Classification on NACC 40% Labels (test)
76.8AccuracyMATCH-AD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MATCH-AD2025.12 | 76.8 | 0.522 | |
| RandomForest2025.12 | 67.5 | 0.214 | |
| GradientBoosting2025.12 | 65.4 | 0.253 | |
| SelfTraining RF2025.12 | 63.3 | 0.032 | |
| SVM RBF2025.12 | 63 | 0 | |
| SelfTraining SVM2025.12 | 62.6 | 0.005 | |
| LabelPropagation2025.12 | 61.6 | -0.021 | |
| LabelSpreading2025.12 | 61.2 | 0.002 | |
| LogisticRegression2025.12 | 52.6 | 0.157 |