TABLE V.
Configuration and Performance of Openset Tasks
| Experiment Setup | Performance | EER(%) | Accuracy(%) | |||
|---|---|---|---|---|---|---|
| Activities | T2 | T3 | System ID | T1 | T2 | T3 |
| Lying | ▲ | □ | 1: ECG-Tem | 14.7 | 66.8 | 68.8 |
| Sitting | ▲ | □ | 2: ACC-Tem | 6.6 | 84.6 | 80.6 |
| Sit Fidgeting | ▲ | □ | 3: ECG-Cep | 23.2 | 70.0 | 49.1 |
| Standing | ▲ | □ | 4: ACC-Cep | 12.7 | 64.3 | 76.4 |
| Stand Fidgeting | △ | □ | 5: Fuse1,3 | 14.5 | 72.5 | 68.8 |
| Playing Wii | □ | △ | 6: Fuse2,4 | 5.3 | 88.2 | 83.4 |
| Slow Walking | □ | ▲ | 7: Fuse1,2 | 6.5 | 87.0 | 83.5 |
| Brisk Walking | □ | ▲ | 8: Fuse3,4 | 9.8 | 75.8 | 82.3 |
| Running | □ | ▲ | 9: Fuse1,2,3,4 | 5.0 | 91.4 | 86.5 |
▲ is in set target activity, △ is “others” model activity, □ is out of set activity. T1,T2 and T3 denote Task 1,2 and 3, respectively.