Vibration Images-Driven Fault Diagnosis Based on CNN and Transfer Learning of Rolling Bearing under Strong Noise

Table 6

Comparison of test results under different regularization parameters.

Regularization	λ = 0.1 (%)	λ = 0.01 (%)	λ = 0.001 (%)	λ = 0.0001 (%)	Without regulation (%)
Test accuracy	98.75	98.75	98.75	99.17	99.17