Research Article

A Selective Ensemble Classification Method Combining Mammography Images with Ultrasound Images for Breast Cancer Diagnosis

Table 7

The performance of the classifier-fusion method compared with the feature-fusion method.

ā€‰AccuracySensitivitySpecificityNPVPPVAUC

Naive Bayes-feature-fusion69.01%80.6560%80%60.98%0.6919
SVM-feature
-fusion
76.06%64.5285%75.56%76.92%0.7290
KNN-feature
-fusion
67.61%61.2972.50%70.73%63.33%0.6879
The classifier-
fusion method (C1)
88.73%96.77%82.50%97.06%81.08%0.8968