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

Table 14

Average accuracy and average training time for models trained with RGB and grayscale.

Scenario	Average accuracy (%)	Average training time (s)
Grayscale	84.98	1,967
RGB	94.84	2,263