Table 6.
Fold | Network | Correct identified patients | Wrong identified patients | COVID correct identified | Wrong identified as normal | Normal correct identified | Wrong identified as COVID |
---|---|---|---|---|---|---|---|
Our model | 248 | 7 | 16 | 2 | 232 | 5 | |
1 | Xception | 238 | 17 | 17 | 1 | 221 | 16 |
ResNet50V2 | 239 | 16 | 17 | 1 | 222 | 15 | |
Our model | 254 | 14 | 21 | 2 | 233 | 12 | |
2 | Xception | 234 | 34 | 23 | 0 | 211 | 34 |
ResNet50V2 | 245 | 23 | 22 | 1 | 223 | 22 | |
Our model | 232 | 15 | 17 | 1 | 215 | 14 | |
3 | Xception | 227 | 20 | 18 | 0 | 209 | 20 |
ResNet50V2 | 223 | 24 | 17 | 1 | 206 | 23 | |
Our model | 213 | 7 | 13 | 1 | 200 | 6 | |
4 | Xception | 183 | 37 | 14 | 0 | 169 | 37 |
ResNet50V2 | 203 | 17 | 13 | 1 | 190 | 16 | |
Our model | 222 | 11 | 21 | 1 | 201 | 10 | |
5 | Xception | 212 | 21 | 22 | 0 | 190 | 21 |
ResNet50V2 | 216 | 17 | 22 | 0 | 194 | 17 | |
Our model | 233.8 | 10.8 | 17.6 | 1.4 | 216.2 | 9.4 | |
Avg | Xception | 218.8 | 25.8 | 18.8 | 0.2 | 200 | 25.6 |
ResNet50V2 | 225.2 | 19.4 | 18.2 | 0.8 | 207 | 18.6 |
The bold values show the maximum value in a column.