基于高采样率惯性测量单元的手部状态与手势识别
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李卓峰,孙铭会
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Hand gesture/state recognition based on inertial measurement unit at high sample rate
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Zhuo-feng LI,Ming-hui SUN
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表 2 分类模型评估指标均值与标准差 |
Tab.2 Means and standard deviations of classification models evaluation indices |
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模型名称 | N | A/% | P/% | R/% | F/% | A | 240 | 97.92 (0.92) | 100.00 (0.00) | 95.83 (1.84) | 97.86 (0.95) | B | 960 | 90.63 (0.78) | 90.63 (1.76) | 90.67 (0.95) | 90.63 (0.69) | C | 620 | 98.63 (1.32) | 99.29 (1.61) | 97.97 (1.03) | 98.62 (1.31) | D | 600 | 99.22 (0.14) | 99.30 (0.22) | 98.75 (0.19) | 99.01 (0.17) | E | 480 | 99.77 (0.18) | 99.73 (0.23) | 99.76 (0.19) | 99.75 (0.20) | F | 480 | 94.23 (3.51) | 93.94 (3.09) | 94.64 (3.18) | 93.77 (3.72) | G | 1920 | 98.42 (0.23) | 99.21 (0.37) | 97.63 (0.53) | 98.41 (0.23) |
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