Temporal feature validation using LSTM network.
| Gesture type | Initial Accuracy | Experiment 3 | Last Accuracy |
|---|---|---|---|
| Cross Hands | 0.0% | 97.8% | 100.0% |
| Wave Hands | 0.0% | 80.4% | 92.3% |
| Click Three Times | 20.0% | 77.1% | 84.2% |
| Click Two Times | 0.0% | 75.6% | 87.5% |
| Click One Time | 0.0% | 87.8% | 94.9% |
| Average Accuracy | Not Convergent | 83.6% | 91.6% |
| Gesture type | Initial Accuracy | Experiment 3 | Last Accuracy |
|---|---|---|---|
| Cross Hands | 0.0% | 97.8% | 100.0% |
| Wave Hands | 0.0% | 80.4% | 92.3% |
| Click Three Times | 20.0% | 77.1% | 84.2% |
| Click Two Times | 0.0% | 75.6% | 87.5% |
| Click One Time | 0.0% | 87.8% | 94.9% |
| Average Accuracy | Not Convergent | 83.6% | 91.6% |
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