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Benchmarks
Alzheimer's Disease Classification on GSE140831 (test)
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78.8
Accuracy
engGNN
73.496
74.873
76.25
77.627
Jan 20, 2026
Accuracy
ROC-AUC
F1-score
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
ROC-AUC
F1-score
engGNN
train-test split=80/20...
2026.01
78.8
0.855
57.9
GEDFNxgb
train-test split=80/20...
2026.01
77.7
0.852
57.1
GEDFNrf
train-test split=80/20...
2026.01
77.1
0.849
56.5
DFN
train-test split=80/20...
2026.01
76.6
0.843
57.5
RF
train-test split=80/20...
2026.01
76.5
0.846
53.1
GEDFNe
train-test split=80/20...
2026.01
75.8
0.841
53.5
XGB
train-test split=80/20...
2026.01
73.7
0.809
50.3
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