Activity Intensity Classification on CAPTURE-24 (nested 5-fold group cross-validation)
91.1AccuracyActiNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ActiNetBackbone=HARNet, Smoothing=hidden Markov model, Correction=post hoc sleep correction, Evaluation protocol=nested 5-fold group cross-validation2025.10 | 91.1 | 84.6 | 0.86 | 81.8 | |
| BaselineDescription=random forest + hidden Markov model, Evaluation protocol=nested 5-fold group cross-validation2025.10 | 87.2 | 79.2 | 0.8 | 76.4 |