Railway Fastener Fault Diagnosis Based on Generative Adversarial Network and Residual Network Model

Table 10

Classification result index.

	Accuracy (%)	Precision (%)	Recall (%)
Undersampling + ResNet	81.25	80.49	82.50
Oversampling + ResNet	95.00	95.45	94.50
GAN + ResNet	98.25	98.49	98.00