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

Table 9

Average accuracy and average training time for models that present or not an additional classifier.

	Average accuracy (%)	Average training time (s)
Without classifier	94.85	2,263
With classifier	97.4	2,264