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Diabetes Prediction on NHANES (3 stratified folds)
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96.79
Accuracy
Hybrid Top-k MLP
91.2364
92.6782
94.12
95.5618
Dec 2, 2025
Accuracy
Precision
Recall
F1 Score
AUC
Updated 3mo ago
Evaluation Results
Method
Method
Links
Accuracy
Precision
Recall
F1 Score
AUC
Hybrid Top-k MLP
Pipeline=Refined Pipel...
2025.12
96.79
95.13
91.8
93.38
98.61
L1 Logistic
Pipeline=Refined Pipeline
2025.12
96.64
93.01
92.69
92.8
98.66
L2 Logistic
Pipeline=Refined Pipeline
2025.12
93.95
84.52
92.47
88.27
97.91
MLP (Full)
Pipeline=Refined Pipel...
2025.12
91.45
85.38
78.7
81.9
95.56
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