研究文章
人类活动可穿戴传感器识别使用混合深度学习技术
|
| ID |
美国有线电视新闻网(%) |
LSTM (%) |
CNN-BLSTM (%) |
CNN-GRU (%) |
CNN-LSTM (%) |
|
| 一个1 |
97.50 |
97.70 |
97.41 |
99.75 |
99.03 |
| 一个2 |
97.25 |
97.10 |
95.65 |
98.99 |
97.78 |
| 一个3 |
95.60 |
97.15 |
One hundred. |
96.57 |
98.86 |
| 一个4 |
91.26 |
90.26 |
91.96 |
81.99 |
90.76 |
| 一个5 |
90.80 |
90.80 |
84.74 |
92.48 |
93.09 |
| 一个6 |
99.67 |
98.58 |
One hundred. |
99.78 |
99.78 |
| 一个7 |
76.47 |
64.86 |
44.44 |
77.78 |
94.44 |
| 一个8 |
One hundred. |
66.67 |
66.67 |
50.00 |
One hundred. |
| 一个9 |
63.83 |
69.39 |
62.07 |
48.00 |
76.00 |
| 一个10 |
84.85 |
70.27 |
80.00 |
52.94 |
82.35 |
| 一个11 |
72.50 |
69.33 |
65.00 |
71.79 |
82.05 |
| 一个12 |
83.30 |
70.27 |
70.59 |
55.56 |
88.89 |
|
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