Alzheimer's Disease Classification on NACC 80% Labels (test)
91.9AccuracyMATCH-AD
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MATCH-AD2025.12 | 91.9 | 0.842 | |
| GradientBoosting2025.12 | 68.5 | 0.339 | |
| RandomForest2025.12 | 67.8 | 0.226 | |
| SelfTraining RF2025.12 | 65.7 | 0.131 | |
| SelfTraining SVM2025.12 | 63 | 0.018 | |
| SVM RBF2025.12 | 63 | 0 | |
| LogisticRegression2025.12 | 63 | 0.288 | |
| LabelPropagation2025.12 | 63 | 0 | |
| LabelSpreading2025.12 | 61.9 | -0.016 |