Table A.7.
Performance difference (AG—max(A,G)) for the walking activity in Scenario A.
| Classifiers | %Difference at Upper arm | % Difference at Wrist | % Difference at Belt | %Difference at Right Pocket | ||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| FS1 | FS2 | FS4 | FS1 | FS2 | FS4 | FS1 | FS2 | FS4 | FS1 | FS2 | FS4 | |
| J48 | 4.1 | 7.4 | 9.0 | 1.7 | 3.8 | 4.1 | 3.7 | 2.3 | 3.6 | 1.7 | 2.9 | 1.3 |
| RF | 3.9 | 4.6 | 7.4 | 1.4 | 2.5 | 4.0 | 1.4 | 1.4 | 2.3 | 0.8 | 0.3 | 1.5 |
| NNGe | 3.9 | 4.5 | 9.8 | −3.6 | −2.3 | 4.7 | 0.8 | −1.7 | 2.2 | −0.2 | −0.2 | 0.9 |
| PART | 6.0 | 7.4 | 7.3 | 2.0 | 4.6 | 3.9 | 3.6 | 3.6 | 2.5 | 2.9 | 1.4 | 2.4 |
| IB | 6.3 | 5.5 | 12.6 | 1.4 | 2.9 | 6.0 | 2.3 | 1.9 | 3.4 | 0.9 | 1.2 | 2.4 |
| BN | 3.6 | 4.1 | 5.2 | 7.5 | 4.2 | 11.4 | 7.7 | 4.4 | 9.0 | 1.7 | 2.5 | 2.0 |
| NB | 7.0 | 5.0 | −1.7 | 12.3 | 9.4 | 3.7 | −7.3 | −5.1 | −15.4 | 3.5 | 0.9 | −4.6 |
| LSM | 2.0 | 5.2 | NA | 1.6 | 4.8 | NA | 2.5 | 0.9 | NA | 0.7 | −1.9 | NA |
| LR | 4.6 | 10.8 | 6.3 | 8.7 | 10.6 | 3.2 | 24.7 | 7.2 | 9.5 | 7.9 | 2.3 | 2.2 |