Deep Convolutional Extreme Learning Machine and Its Application in Handwritten Digit Classification

Table 5

Performance on USPS (with 7000 training samples).

Algorithms	Training time (s)	Training accuracy		Testing accuracy
		Mean	Std	Mean	Std
ELM	90.1	0.9974	0.0016	0.9323	0.0021
LRF-ELM	37.5	0.9849	0.0045	0.9651	0.0027
DC-ELM	20.6	0.9783	0.0034	0.9693	0.0028
CNN	2590.3	0.9750	0.0022	0.9614	0.0021
DBN	3861.4	0.9696	0.0033	0.9586	0.0026