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Alzheimer's Disease Classification on NACC 90% Labels (test)
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95
Accuracy
MATCH-AD
61.304
70.052
78.8
87.548
Dec 19, 2025
Accuracy
Cohen's kappa
Updated 3d ago
Evaluation Results
Method
Method
Links
Accuracy
Cohen's kappa
MATCH-AD
2025.12
95
0.905
RandomForest
2025.12
68.5
0.253
GradientBoosting
2025.12
67.1
0.28
SelfTraining RF
2025.12
65.7
0.131
SelfTraining SVM
2025.12
63
0.018
SVM RBF
2025.12
63
0
LabelSpreading
2025.12
63
0
LabelPropagation
2025.12
63
0
LogisticRegression
2025.12
62.6
0.269
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