A New Classification Method in Ultrasound Images of Benign and Malignant Thyroid Nodules Based on Transfer Learning and Deep Convolutional Neural Network

Table 2

Classification of testing samples by different models.

Sample no	LeNet5	VGG16	GoogLeNet	GoogLeNet (improved inception)
1	0.5427	0.3326	0.2907	0.2876
2	0.8965	0.5024	0.5041	0.4992
3	0.7129	0.5598	0.3716	0.3218
4	0.6872	0.4901	0.3524	0.3412
5	0.7428	0.4983	0.4033	0.3916
Average	0.7164	0.4766	0.3844	0.3683