Research Article
Walking Gait Phase Detection Based on Acceleration Signals Using Voting-Weighted Integrated Neural Network
Table 4
Summary of classification performance of AdaBoosting at unsynchronized speed.
| Pace | 0.78 m/s | 1.0 m/s | 1.25 m/s | Phase | HS | FF | HO | SW | HS | FF | HO | SW | HS | FF | HO | SW |
| Precision (%) | 99.7 | 99.4 | 99.20 | 100.0 | 100.0 | 78.2 | 94.8 | 100.0 | 100.0 | 78.3 | 99.7 | 100.0 | Recall (%) | 99.5 | 99.4 | 99.40 | 100.0 | 99.7 | 96.9 | 71.4 | 99.5 | 88.0 | 99.7 | 86.9 | 100.0 | F1 (%) | 99.6 | 99.4 | 99.30 | 100.0 | 99.9 | 86.5 | 81.5 | 99.7 | 93.6 | 87.7 | 92.9 | 100.0 |
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