3-class Classification on CDC Diabetes Health Indicators (Macro-F1)
0.66Macro-F1 (Full-data UB)Tree of Concepts
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Tree of ConceptsReplay=✓2026.04 | 0.66 | 0.59 | 0.63 | |
| XGBoostReplay=✗2026.04 | 0.65 | 0.51 | 0.6 | |
| XGBoostReplay=✓2026.04 | 0.65 | 0.55 | 0.61 | |
| FT-TransformerReplay=✗2026.04 | 0.64 | 0.48 | 0.57 | |
| FT-TransformerReplay=✓2026.04 | 0.64 | 0.52 | 0.59 | |
| Decision TreeReplay=✗2026.04 | 0.58 | 0.28 | 0.47 | |
| Decision TreeReplay=✓2026.04 | 0.58 | 0.35 | 0.48 |