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

Table 10

Average F-score and average AUC for models that present or not an additional classifier.

	Average F-score	Average AUC
Without classifier	0.95	0.97
With classifier	0.97	0.99