Diabetes Prediction on NHANES (3 stratified folds)
96.79AccuracyHybrid Top-k MLP
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Hybrid Top-k MLPPipeline=Refined Pipeline, k (selected features)=100, Hidden layers=(128, 64)2025.12 | 96.79 | 95.13 | 91.8 | 93.38 | 98.61 | |
| L1 LogisticPipeline=Refined Pipeline2025.12 | 96.64 | 93.01 | 92.69 | 92.8 | 98.66 | |
| L2 LogisticPipeline=Refined Pipeline2025.12 | 93.95 | 84.52 | 92.47 | 88.27 | 97.91 | |
| MLP (Full)Pipeline=Refined Pipeline, Features=Full-feature2025.12 | 91.45 | 85.38 | 78.7 | 81.9 | 95.56 |