Fault Diagnosis for Engine Based on Single-Stage Extreme Learning Machine

Table 1

Details of real-world applications and average learning time for each.

	Number of samples	Number of attributes	Number of classes	ELM		SS-ELM
				Training time/s	Testing time/s	Training time/s	Testing time/s
Wine	178	13	3	0.0016	0.0008	0.0012	0.0004
Iris	150	4	3	0.0012	0.0008	0.0004	0.0004