Table 2.
Run | The Number of Data Sets from Each Sensor | ||
---|---|---|---|
Shallow Learning | Time Domain Input CNNs | CWT Input CNNs | |
1 | 146 | 243 | 292 |
2 | 131 | 213 | 262 |
3 | 108 | 167 | 216 |
4 | 166 | 283 | 332 |
5 | 139 | 227 | 276 |
6 | 141 | 233 | 282 |
7 | 109 | 169 | 218 |
8 | 122 | 195 | 244 |
9 | 108 | 165 | 214 |
10 | 102 | 155 | 204 |
11 | 114 | 177 | 226 |
12 | 115 | 179 | 228 |
Total | 1501 | 2406 | 2994 |