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

Table 17

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

	Average accuracy (%)	Average training time (s)
Without classifier	84.98	1,967
With classifier	89.16	1,968