Research Article
Motion Attitude Prediction Algorithm Based on Data Mining and Intelligent Motion Training Model Construction
Table 4
F-score of the two algorithms combined in the WTO mode.
| | Sports posture | Test ID | | 1–5 | 6–10 | 11–15 | 16–20 |
| | Walk | 98.7 (+0.3) | 98.1 (+1.0) | 98.0 (+0.5) | 98.6 (+0.3) | | Jog | 96.6 (+0.7) | 99.7 (+0.3) | 98.7 (+0.0) | 98.6 (+0.2) | | Sit | 98.1 (+0.9) | 99.5 (+0.1) | 99.3 (+2.5) | 98.6 (+0.0) | | Stand | 99.9 (+0.0) | 99.9 (−0.1) | 99.1 (+0.2) | 98.4 (+0.3) | | Go up the stairs | 74.5 (+0.6) | 86.0 (+1.0) | 89.8 (+0.0) | 87.9 (−0.1) | | Go down the stairs | 89.7 (−0.1) | 81.9 (+6.0) | 86.7 (+3.1) | 87.3 (+1.7) |
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