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Confusion matrix of atypical cell detection in each step
| Predicted class in YOLOv4 (first step) | Predicted class in ResNeSt (second step) | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| NILM | ASC‐US | LSIL | ASC‐H | HSIL | SCC | NILM | ASC‐US | LSIL | ASC‐H | HSIL | SCC | ||
| True class | NILM | 49 | 13 | 5 | 1 | 15 | 17 | 24 | 1 | 0 | 0 | 0 | 1 |
| ASC‐US | 0 | 19 | 0 | 1 | 2 | 0 | 0 | 12 | 4 | 6 | 4 | 3 | |
| LSIL | 0 | 16 | 9 | 0 | 1 | 0 | 2 | 4 | 16 | 3 | 1 | 1 | |
| ASC‐H | 0 | 18 | 0 | 9 | 2 | 0 | 0 | 1 | 0 | 28 | 2 | 0 | |
| HSIL | 0 | 2 | 0 | 1 | 23 | 0 | 0 | 2 | 1 | 3 | 22 | 8 | |
| SCC | 0 | 0 | 0 | 0 | 1 | 18 | 0 | 0 | 0 | 2 | 9 | 45 | |
