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Alzheimer's Disease Classification on NACC 20% Labels (test)
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68.8
Accuracy
MATCH-AD
50.184
55.017
59.85
64.683
Dec 19, 2025
Accuracy
Cohen's Kappa
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Cohen's Kappa
MATCH-AD
2025.12
68.8
0.349
SelfTraining SVM
2025.12
64.4
0.104
GradientBoosting
2025.12
63.3
0.231
SVM RBF
2025.12
63
0
SelfTraining RF
2025.12
63
0
RandomForest
2025.12
61.9
0.109
LabelPropagation
2025.12
61.6
-0.021
LabelSpreading
2025.12
58.8
-0.022
LogisticRegression
2025.12
50.9
0.135
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