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

Table 6

Classification accuracy of each model under different noise conditions.

Line selection model	SNR/dB
	30	35	40	45
WPT + SVM	84.21	85.03	85.43	86.68
WPT + DT	86.21	87.96	89.35	89.45
WPT + RF	87.06	88.78	89.84	90.16
DSCNN	99.20	99.28	99.28	99.33