Research Article
[Retracted] Exercise Behavior Prediction and Injury Assessment Based on Swarm Intelligence Algorithm
Table 2
Results comparison data table.
| Number | Test accuracy category | Actual (%) | PSO (%) | GWO (%) | IPSGWO (%) |
| 100 | Centroid difference distribution | 86.40 | 76.20 | 81.30 | 87.00 | Rectangular aspect ratio | 86.80 | 76.40 | 80.90 | 86.20 | Rectangular frame tilt angle | 87.10 | 76.90 | 81.90 | 87.50 |
| 200 | Centroid difference distribution | 86.80 | 78.50 | 82.00 | 87.10 | Rectangular aspect ratio | 87.00 | 79.80 | 81.00 | 87.00 | Rectangular frame tilt angle | 87.50 | 79.70 | 82.60 | 88.00 |
| 300 | Centroid difference distribution | 87.00 | 80.00 | 82.90 | 86.90 | Rectangular aspect ratio | 87.60 | 80.10 | 81.60 | 87.20 | Rectangular frame tilt angle | 88.30 | 81.00 | 83.00 | 88.90 |
| 400 | Centroid difference distribution | 87.60 | 80.60 | 82.90 | 88.40 | Rectangular aspect ratio | 88.10 | 81.00 | 81.60 | 88.00 | Rectangular frame tilt angle | 88.80 | 81.30 | 83.30 | 88.90 |
| 500 | Centroid difference distribution | 88.30 | 81.30 | 82.90 | 88.00 | Rectangular aspect ratio | 88.90 | 81.90 | 81.70 | 88.00 | Rectangular frame tilt angle | 89.60 | 82.00 | 83.50 | 89.00 |
| 600 | Centroid difference distribution | 88.70 | 81.90 | 83.50 | 88.50 | Rectangular aspect ratio | 89.50 | 82.60 | 82.00 | 89.00 | Rectangular frame tilt angle | 90.50 | 83.10 | 84.00 | 90.90 |
| 700 | Centroid difference distribution | 89.40 | 82.60 | 83.80 | 89.00 | Rectangular aspect ratio | 90.30 | 82.60 | 82.30 | 90.80 | Rectangular frame tilt angle | 90.80 | 83.10 | 84.10 | 91.00 |
| 800 | Centroid difference distribution | 90.60 | 82.60 | 83.80 | 90.30 | Rectangular aspect ratio | 90.80 | 83.70 | 82.80 | 90.80 | Rectangular frame tilt angle | 91.60 | 83.80 | 84.50 | 91.30 |
| 900 | Centroid difference distribution | 91.20 | 83.00 | 83.90 | 91.80 | Rectangular aspect ratio | 91.70 | 84.00 | 83.10 | 91.90 | Rectangular frame tilt angle | 92.30 | 83.90 | 84.70 | 93.10 |
| 1000 | Centroid difference distribution | 91.70 | 83.70 | 84.10 | 92.00 | Rectangular aspect ratio | 92.50 | 84.50 | 83.70 | 92.20 | Rectangular frame tilt angle | 93.00 | 85.00 | 85.40 | 93.50 |
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