Activity Recognition on WISDM 44 (external evaluation)
78.4AccuracyActiNet
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| ActiNetAlgorithm=HARNet-based, Implementation=pip:actinet, Smoothing=Hidden Markov Model, Correction=post hoc sleep correction2025.10 | 78.4 | 75.9 | 0.663 | 74.1 | |
| BaselineAlgorithm=Random Forest, Implementation=pip:accelerometer, Smoothing=Hidden Markov Model, Correction=post hoc sleep correction2025.10 | 75.5 | 72.3 | 0.621 | 67.9 |