Multi-Features-Based Automated Breast Tumor Diagnosis Using Ultrasound Image and Support Vector Machine

Table 3

The classification result of using classical deep neural network.

Pretrained models	Accuracy	Sensitivity	Specificity	F1-score
VGG16	0.84	0.86	0.82	0.86
VGG19	0.81	0.81	0.77	0.82
ResNet50	0.78	0.77	0.77	0.85
InceptionV3	0.78	0.83	0.7	0.81