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

Table 12

Average F-score, AUC, and accuracy for models that present MLPs and SVMs as decision stages.

	Average F-score	Average AUC	Average accuracy (%)
SVM	0.97	0.99	97.4
MLP	0.97	0.99	97.25