Research on Intelligent Fault Diagnosis of Rolling Bearing Based on Improved ShufflenetV2-LSTM

Table 7

Evaluation results of different models.

Model	Training accuracy (%)	Test accuracy (%)	Time (min)
Improved Alexnet	98.44	96.74	1640
Improved MobilenetV2	100	97.66	26.33
Improved Squeezenet	87.50	81.93	1141
Improved Resnet-18	100	98.8	7612
Improved Xception	100	99.09	7002
This study	100	98.86	1414