HPV 16 | HPV 18 | |||||||
---|---|---|---|---|---|---|---|---|
HSIL group | NO-HSIL group | HSIL group | NO-HSIL group | |||||
Frequency | % | Frequency | % | Frequency | % | Frequency | % | |
177 | 14 | 29 | 16 | 172 | 13 | 27 | 15 | |
693 | 54 | 106 | 57 | 775 | 60 | 120 | 65 | |
419 | 32 | 51 | 27 | 342 | 27 | 39 | 20 | |
TP Rate | FP Rate | Precision | Recall | F-Measure | MCC | ROC Area | PRC Area | Class | % Correct | Kappa | ZeroR % | |
---|---|---|---|---|---|---|---|---|---|---|---|---|
0.751 | 0.634 | 0.739 | 0.751 | 0.745 | 0.118 | 0.567 | 0.735 | Yes | 82.10 | 0.0965 | 87.39 | |
0.366 | 0.249 | 0.308 | 0.366 | 0.373 | 0.118 | 0.567 | 0.377 | No | ||||
0.637 | 0.521 | 0.633 | 0.637 | 0.635 | 0.118 | 0.567 | 0.629 | Weighted Avg | ||||
0.669 | 0.559 | 0.636 | 0.669 | 0.652 | 0.112 | 0.542 | 0.608 | Yes | 57.64 | 0.1113 | 59.39 | |
0.441 | 0.331 | 0.477 | 0.441 | 0.458 | 0.112 | 0.542 | 0.448 | No | ||||
0.576 | 0.466 | 0.572 | 0.576 | 0.573 | 0.112 | 0.542 | 0.543 | Weighted Avg | ||||
0.907 | 0.828 | 0.884 | 0.907 | 0.895 | 0.086 | 0.594 | 0.905 | Yes | 81.42 | 0.0856 | 87.39 | |
0.172 | 0.093 | 0.211 | 0.172 | 0.189 | 0.086 | 0.594 | 0.174 | No | ||||
0.814 | 0.735 | 0.799 | 0.814 | 0.806 | 0.086 | 0.594 | 0.813 | Weighted Avg | ||||
0.688 | 0.575 | 0.636 | 0.688 | 0.661 | 0.115 | 0.551 | 0.614 | Yes | 58.08 | |||
0.425 | 0.313 | 0.482 | 0.425 | 0.451 | 0.115 | 0.551 | 0.466 | No | ||||
0.581 | 0.469 | 0.573 | 0.581 | 0.576 | 0.115 | 0.551 | 0.554 | Weighted Avg |
Predicted pos (PP) | Predicted neg (PN) | |
---|---|---|
True positives (TP) | False negatives (FN) | |
False positives (FP) | True negatives (TN) |
Frequency | Percent | |
---|---|---|
9 | 1.8 | |
26 | 5.3 | |
27 | 5.4 | |
90 | 18.1 | |
55 | 11.1 | |
223 | 45.0 | |
55 | 11.1 | |
11 | 2.2 | |