Two-Dimensional Extreme Learning Machine

Table 1

Summary of the image datasets for multiclass classification, . “Separate” indicates whether the training data and the testing data are provided separately.

Dataset	# train	# test	# features	# classes		Separate
Yale_32 × 32	110	55	1024	15	16	No
Yale_64 × 64	110	55	4096	15	32	No
ORL_32 × 32	266	134	1024	40	16	No
ORL_64 × 64	266	134	4096	40	32	No
UMist	383	192	10304	20	50.5	No
GTface	500	250	307200	50	274.3	No
PIE	7703	3851	1024	68	16	No
Letter	15000	5000	16	26	2	Yes
Shuttle	43500	14500	9	7	1.5	Yes
USPS	7291	2007	256	10	8	Yes
MNIST	60000	10000	784	10	14	Yes