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Alzheimer's Disease Classification on NACC 40% Labels (test)
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76.8
Accuracy
MATCH-AD
51.632
58.166
64.7
71.234
Dec 19, 2025
Accuracy
Cohen's Kappa
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Cohen's Kappa
MATCH-AD
2025.12
76.8
0.522
RandomForest
2025.12
67.5
0.214
GradientBoosting
2025.12
65.4
0.253
SelfTraining RF
2025.12
63.3
0.032
SVM RBF
2025.12
63
0
SelfTraining SVM
2025.12
62.6
0.005
LabelPropagation
2025.12
61.6
-0.021
LabelSpreading
2025.12
61.2
0.002
LogisticRegression
2025.12
52.6
0.157
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