Skip to main content

Table 5 Classification accuracy of the CNN based experiment (%)

From: An Interpretable Denoising Layer for Neural Networks Based on Reproducing Kernel Hilbert Space and its Application in Machine Fault Diagnosis

Additional noise level Original 10 dB
CNN 92.38 89.47
CNN with the Denoising Layer 94.74 92.88