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研究文章

增强模板匹配使用动态位置扭曲对脑电图的具体模式的识别

表1

最好的精度(%)对每个参与者的评估结果从20迭代。最好每个参与者是粗体显示的精度值。
对象ID 相关 RMSE 峰度 DTW 法
1 86.96 61.32 22.86 94.97 98.55
2 84.25 90.67 39.46 97.60 98.28
3 49.19 60.83 15.98 77.42 85.27
4 69.02 84.38 15.77 93.65 95.41
5 49.28 73.69 18.45 83.50 92.39
6 26.67 84.44 13.33 90.00 91.55
7 80.72 92.80 30.95 94.64 98.66
8 88.19 92.86 48.00 98.01 100.00
9 62.96 98.77 31.34 98.77 99.38
10 71.83 71.33 17.94 93.57 95.11
11 40.00 86.67 20.71 91.55 100.00
12 61.32 91.74 13.24 93.28 99.26
13 57.48 41.88 15.10 79.21 96.56
14 60.83 78.89 30.19 91.43 97.14
15 63.89 76.07 15.01 94.36 98.65
16 80.63 94.18 34.05 96.84 98.95
17 60.87 54.01 22.79 84.28 80.82
18 40.30 86.38 24.00 97.37 98.72
19 65.01 72.08 18.37 89.81 94.95
20. 17.59 76.67 17.69 93.33 94.94
21 79.20 91.67 22.13 92.51 97.94
22 63.11 41.63 25.10 91.88 96.70
23 65.55 90.23 23.08 100.00 98.08
24 40.99 97.53 20.71 99.17 99.17
平均 61.08 78.78 23.18 92.38 96.10