Research Article
Analysis and Research on Human Movement in Sports Scene
Table 4
Comparison of the ALSTM-LSTM model with other models.
| Model | Accuracy (%) | Precision (%) | Recall (%) | F1 (%) |
| ALSTM-LSTM | 95.1 | 95.6 | 94.1 | 94.8 | ALSTM-BN | 92.8 | 94.5 | 89.6 | 91.9 | LSTM-BN | 92.7 | 93.0 | 91.2 | 92.1 | ALSTM | 91.2 | 91.9 | 88.9 | 90.3 | LSTM | 89.6 | 88.8 | 89.2 | 88.7 | ML-KNN | 79.6 | 75.3 | 74.8 | 74.4 | SVM | 76.7 | 74.2 | 76.6 | 76.3 |
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