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. 2024 Dec 25;41(6):1153–1160. [Article in Chinese] doi: 10.7507/1001-5515.202309007

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%