[Retracted] News Video Classification Model Based on ResNet-2 and Transfer Learning

Table 2

Comparison of different optimization algorithms.

Experiment no.	Network models	Top-1 accuracy (%)	Average training time (s)
1	AlexNet	87.09	0.653
2	VGG16	87.52	0.662
3	VGG19	88.13	0.613
4	Inception-v3	87.81	0.283
5	Inception-v4	88.95	0.525
6	ResNet-50	86.15	0.176
7	ResNet-101	87.94	0.304
8	ResNet-152	89.28	0.441
9	Inception-ResNet-v1	90.28	0.582
10	Modified Inception-ResNet-v2	91.47	0.633