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Table 2 The accuracy, sensitivity, specificity and the area under receiver operating characteristic curve obtained for the set of 23 variables

From: Prediction of 5–year overall survival in cervical cancer patients treated with radical hysterectomy using computational intelligence methods

  Acc Sen Spe AUROC
PNN 0.892 0.975 0.609 0.818 p<0.001
MLP 0.802 0.937 0.339 0.659 p<0.001
GEP 0.800 0.930 0.352 0.651 p<0.001
SVM 0.740 0.956 0.000 0.478 p<0.001
LRA 0.703 0.804 0.357 0.559 Non applicable
RBFNN 0.693 0.780 0.396 0.640 p<0.001
k-Means 0.611 0.757 0.109 0.406 p<0.001
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