Table 13.

Performance of blade fault localization classifier for different numbers of augmented training samples (optimal number highlighted in bold).

Fake Data/Class	Accuracy
	Train (%)	Validation (%)	Test (%)
No fake	97.59	93.27	92.25
100	96.62	93.46	92.57
200	97.85	93.78	93.21
300	98.61	93.97	93.27
400	98.06	94.67	93.59
500	98.05	93.40	92.19
600	97.85	93.33	91.68
700	98.35	92.95	91.68
800	96.88	92.95	90.79
900	97.13	92.32	90.48
1000	98.56	91.68	89.84