Diagnosis of Thyroid Nodules Based on Image Enhancement and Deep Neural Networks

Table 3

Performance comparison of DNN with different number of iterations.

Maximum number of iterations	Accuracy	Precision	Recall	F1-score
80	0.862745	0.89010	0.952941	0.920455
100	0.882353	0.892473	0.976471	0.932584
150	0.843137	0.879121	0.941176	0.909091
200	0.892156	0.893617	0.988235	0.938547
500	0.901961	0.894737	1	0.944444
1000	0.901961	0.894737	1	0.944444
2000	0.901961	0.894737	1	0.944444