Research Article
Using Machine Learning Algorithms to Recognize Shuttlecock Movements
Table 1
Clustering algorithm confusion matrix result.
| Classify | Predicted class | WK | WU | WD | SI | ST | LY | Recall |
| True class | WK | 522 | 29 | 11 | 0 | 3 | 0 | 0.926 | WU | 4 | 523 | 11 | 0 | 2 | 0 | 0.968 | WD | 0 | 1 | 428 | 0 | 3 | 8 | 0.975 | SI | 0 | 2 | 0 | 292 | 115 | 55 | 0.634 | ST | 2 | 1 | 2 | 35 | 422 | 26 | 0.867 | LY | 0 | 0 | 0 | 28 | 60 | 381 | 0.820 | ā | F1 | 0.956 | 0.955 | 0.961 | 0.725 | 0.775 | 0.822 | ā | Precision | 0.988 | 0.945 | 0.947 | 0.823 | 0.699 | 0.812 | 0.866 |
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