Table 2 Confusion matrices for each cross-validation run (training-validation phase) and in test phase.
Gold standard | ||||
---|---|---|---|---|
HSIL | LSIL | |||
Run 1 | CNN | HSIL | 12,435 | 274 |
LSIL | 269 | 13,444 | ||
Run 2 | CNN | HSIL | 12,483 | 430 |
LSIL | 221 | 13,288 | ||
Run 3 | CNN | HSIL | 12,452 | 358 |
LSIL | 252 | 13,359 | ||
Test set | CNN | HSIL | 4192 | 101 |
LSIL | 43 | 4472 |