Alzheimer's Disease Classification on GSE140831 (test)
78.8AccuracyengGNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| engGNNtrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 78.8 | 0.855 | 57.9 | |
| GEDFNxgbtrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 77.7 | 0.852 | 57.1 | |
| GEDFNrftrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 77.1 | 0.849 | 56.5 | |
| DFNtrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 76.6 | 0.843 | 57.5 | |
| RFtrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 76.5 | 0.846 | 53.1 | |
| GEDFNetrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 75.8 | 0.841 | 53.5 | |
| XGBtrain-test split=80/20, independent runs=20, hyperparameter tuning=enabled2026.01 | 73.7 | 0.809 | 50.3 |