Table 4: Performance of the LVQ NN for the training set, test set and in total, and Cytological performance in our material.

LVQ
training set
LVQ
test set
LVQ
training and test sets
Cytology
ASC-H+ versus CIN2+
Cytology
ASCUS+ versus CIN2+

Sensitivity85.71%84.62%85.16%72.90%97.42%
Specificity98.37%97.64%98.01%97.37%76.97%
PPV88.00%83.54%85.71%79.58%37.28%
NPV98.01%97.82%97.92%96.24%99.53%
FPR1.63%2.36%1.99%2.63%23.03%
FNR14.29%15.38%14.84%27.10%2.58%
OA96.82%96.03%96.42%94.36%79.49%