Table 8 Average classification accuracy (%).

From: A novel intelligent fault diagnosis method for gearbox based on multi-dimensional attention denoising convolution

SNR (dB)

Dataset A

Dataset B

ATCATN

MFRANet

ATCATN

MFRANet

0

93.43

95.62

94.42

96.02

1

94.34

95.87

95.09

96.37

2

96.82

96.41

96.49

95.91

3

96.97

97.18

95.86

97.22

4

96.65

97.05

97.91

98.08

5

97.53

97.44

98.25

98.12

  1. Significance values are in bold.
Back to article page