A Novel Method for Intelligent Fault Diagnosis of Bearing Based on Capsule Neural Network

Table 1

Training accuracy and test accuracy of each type of fault.

The fault types	Average accuracy of training sample set (%)	Average accuracy of test sample set (%)
Inner ring fault	99.8	99.2
Outer ring fault	100	99.7
Ball fault	98.5	96.3