Research Article

Fault Diagnosis of Rotating Machinery Based on Convolutional Neural Network and Singular Value Decomposition

Table 2

Recognition rate of CNN-wavelet SVD and CNN.

EpochMethod
Accuracy
CNN-wavelet SVD (%)CNN (%)

Epoch = 110049.49
Epoch = 510099.15
Epoch = 1010099.15
Epoch = 1510099.15
Epoch = 2010099.15
Epoch = 2510099.15
Epoch = 3010099.15
Epoch = 35100100
Epoch = 40100100