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Table 5 Experimental results of different models

From: Denoising Fault-Aware Wavelet Network: A Signal Processing Informed Neural Network for Fault Diagnosis

Model

Max-acc (%)

Min-acc (%)

Avg-acc (%)

CNN

76.42

74.67

75.55 \(\pm\) 0.55

WCNN

89.52

88.77

88.47 \(\pm\) 0.62

MKCNN

87.77

86.03

86.72 \(\pm\) 0.49

DSN

83.84

80.79

82.27 \(\pm\) 0.79

SincNet

90.39

89.52

89.74 \(\pm\) 0.29

DFAWNet

92.36

93.32

92.76 \(\pm\) 0.49