Research Article
A Recognition Method of Athletes’ Mental State in Sports Training Based on Support Vector Machine Model
Table 3
Experimental results of emotion recognition based on body movements.
| Emotions/classifiers | BPNN | RBFNN | RF | KNN | TSK | SVM |
| Anger | 0.733 | 0.527 | 0.659 | 0.444 | 0.709 | 0.764 | Disgust | 0.645 | 0.776 | 0.688 | 0.562 | 0.789 | 0.842 | Fear | 0.633 | 0.658 | 0.609 | 0.579 | 0.477 | 0.741 | Happiness | 0.616 | 0.592 | 0.797 | 0.546 | 0.456 | 0.751 | Sadness | 0.748 | 0.656 | 0.487 | 0.705 | 0.679 | 0.805 | Surprise | 0.506 | 0.618 | 0.442 | 0.651 | 0.438 | 0.681 |
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