Table 2.
NRMSE results for the passive measures for each imputation technique.
| Measure | MissForest (Within-User) |
JomoImpute | MissForest (Across Users) |
|---|---|---|---|
| Step Count | 0.44 | 0.44 | 0.31 |
| Time at Home | 0.39 | 0.54 | 0.32 |
| Conversation Percentage | 0.14 | 0.18 | 0.19 |
| Time in Conversation | 0.24 | 0.30 | 0.24 |
| Sleep Duration | 0.43 | 0.57 | 0.37 |
| Travel Diameter | 0.59 | 0.88 | 0.44 |
| Active Time | 0.37 | 0.52 | 0.27 |
| Sleep Interruptions | 0.53 | 0.68 | 0.23 |
| Radius of Gyration | 0.46 | 0.83 | 0.33 |
| Total Activity Duration | 0.36 | 4.46 | 0.41 |
| Total Location Duration | 0.42 | 0.52 | 0.26 |