Table 5 Time observed and predicted per participant in each travel mode for the different data-sets
From: An open-source tool to identify active travel from hip-worn accelerometer, GPS and GIS data
Travel mode | Mean minutes in travel mode per participant | |||||
|---|---|---|---|---|---|---|
Cross validation | ENABLE full days | STAMP | ||||
Reported | Predicted | Manually identified | Predicted | Manually identified | Predicted | |
Cycle | 5.4 | 5.4 | 30.7 | 46.0 | 33.9 | 32.7 |
Walk | 6.4 | 6.1 | 245.1 | 201.3 | 175.0 | 132.5 |
Train | 8.1 | 8.1 | 51.6 | 67.3 | 13.3 | 17.9 |
Vehicle | 13.9 | 13.8 | 193.7 | 223.7 | 242.1 | 300.2 |
Stationary | 29.5 | 29.9 | 2675.4 | 2658.2 | 3051.4 | 3032.3 |