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

Table 8

Line selection accuracy of different network topologies.

Network structure	Training/validation/test sample size	Accuracy (%)
Model_1	600/200/200	99.92
Model_2	600/200/200	99.81
Model_3	600/200/200	99.28
Model_4	600/200/200	99.15