Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network

Table 5

Test sample accuracy and loss average.

Line selection effect parameters	Sampling frequency (kHz)
	12.8	6.4	3.2	1.6	0.8
Accuracy	0.9976	0.9955	0.9923	0.9843	0.9743
Loss	0.0015	0.0028	0.0081	0.0131	0.0165