Research Article
[Retracted] Automated Detection of Rehabilitation Exercise by Stroke Patients Using 3-Layer CNN-LSTM Model
Table 4
Classification report of 3-layer CNN-LSTM and CNN model.
| ā | CNN-LSTM model | CNN model | Exercises | Precision | Recall | F1-score | Precision | Recall | F1-score |
| Dorsiflexion | 0.95 | 0.96 | 0.95 | 0.93 | 0.99 | 0.96 | Neck exercise | 0.87 | 0.88 | 0.88 | 0.87 | 0.87 | 0.87 | Plantar flexion | 0.94 | 0.87 | 0.91 | 0.91 | 0.86 | 0.89 | Trunk extension | 0.94 | 0.87 | 0.90 | 0.93 | 0.81 | 0.86 | Trunk flexion | 0.89 | 0.93 | 0.91 | 0.95 | 0.84 | 0.89 | Wrist extension | 0.91 | 0.92 | 0.92 | 0.85 | 0.90 | 0.88 | Wrist flexion | 0.84 | 0.90 | 0.87 | 0.84 | 0.90 | 0.87 |
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