Fault Diagnosis with Evolving Fuzzy Classifier Based on Clustering Algorithm and Drift Detection

Table 5

Fault detection performance with outliers presence.

Scenario	Proposed			Lemos et al. [10]
	POD (%)	POFA (%)	ACC (%)	POD (%)	POFA (%)	ACC (%)
Without outliers	99.69	0.00	99.85	99.70	0.08	99.74
With outliers	99.68	0.02	99.83	99.79	0.96	99.66