Research Article

Using a Support Vector Machine Based Decision Stage to Improve the Fault Diagnosis on Gearboxes

Table 6

Average accuracy and average training time for models trained with 50 and 10 epochs.

Number of training epochsAverage accuracy (%)Average training time (s)

5096.6410,601
1094.842,263