PHQ-8 Prediction on Wearable Health Data 5-fold CV
0.459Pearson Correlation (r)SensorFM
Evaluation Results
| Method | Links | |
|---|---|---|
| SensorFMInput Features=Demos. + SensorFM, Dimensionality Reduction=PCA-502026.05 | 0.459 | |
| SensorFMInput Features=Demos. + Feat. Eng. + SensorFM, Dimensionality Reduction=PCA-502026.05 | 0.45 | |
| SensorFMInput Features=SensorFM, Dimensionality Reduction=PCA-502026.05 | 0.41 | |
| SensorFMInput Features=Feat. Eng. + SensorFM, Dimensionality Reduction=PCA-502026.05 | 0.354 | |
| Feat. Eng.2026.05 | 0.303 |