Multi-class Classification on Depression dataset multi-class severity levels (stratified 5-fold CV)
69.9AUCB + L1 + L2 + L3 (multi-level analytical framework)
Evaluation results
| Method | Links | |
|---|---|---|
| B + L1 + L2 + L3 (multi-level analytical framework)Feature Set=B + L1 + L2 + L32026.04 | 69.9 | |
| B + L1 + L2Feature Set=B + L1 + L22026.04 | 67.5 | |
| B + L1Feature Set=B + L12026.04 | 66.2 | |
| L3 (macro-level narrative evaluation)Feature Set=L32026.04 | 64.7 | |
| Baseline (B)Feature Set=B2026.04 | 62.9 | |
| L1 (micro-level)Feature Set=L12026.04 | 57.4 | |
| L2 (meso-level)Feature Set=L22026.04 | 56.6 |