表 6. Recognition accuracy of machine learning model (Self-made dataset–13 gestures).
机器学习模型识别准确率(自制数据集–13种手势)
| 特征 | DT | BP | SVM | KNN |
| MAV | 69.67% | 79.33% | 80.05% | 79.00% |
| RMS | 69.68% | 82.07% | 83.61% | 82.00% |
| VAR | 73.69% | 46.23% | 89.52% | 87.90% |
| WL | 74.95% | 88.95% | 87.71% | 86.20% |
| MPF | 62.75% | 70.57% | 71.88% | 68.60% |
| MF | 62.74% | 77.27% | 56.10% | 68.10% |
| T | 75.80% | 91.77% | 91.20% | 93.17% |
| F | 62.74% | 70.92% | 71.73% | 70.32% |
| TF | 75.67% | 91.46% | 92.03% | 92.56% |