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

Table 6

Performance on USPS (with 10000 training samples).

Algorithms	Training time (s)	Training accuracy		Testing accuracy
		Mean	Std	Mean	Std
ELM	109.5	0.9992	0.0011	0.9650	0.0013
LRF-ELM	55.2	0.9948	0.0039	0.9803	0.0022
DC-ELM	27.8	0.9889	0.0025	0.9843	0.0014
CNN	3731.5	0.9815	0.0019	0.9736	0.0020
DBN	5284.1	0.9877	0.0024	0.9704	0.0015