Table 1.
Classification accuracy for different configurations and scenarios.
Device Placement | 1 General | 2 Loco. vs. Stat. | 3 Stat. Types | 4 Loco. vs. Door | 5 Door Types |
---|---|---|---|---|---|
unknown | 68.8 | 97.0 | 84.4 | 77.5 | 71.4 |
IN_FRONT | 74.3 | 98.7 | 93.0 | 89.7 | 82.9 |
IN_HAND_SWINGING | 68.8 | 97.0 | 84.9 | 83.1 | 78.9 |
IN_PHONE_CALL | 69.7 | 98.1 | 78.7 | 70.3 | 86.5 |
IN_POCKET | 68.4 | 97.0 | 88.8 | 73.4 | 62.6 |