Deep Network Based on Stacked Orthogonal Convex Incremental ELM Autoencoders

Table 4

Specification of 10 benchmark problems.

Datasets	Training sample	Testing sample	Attributes	Type
Parkinsons	4,780	5,120	26	Regression
California Housing	8,800	8,260	8	Regression
Concrete Compressive Strength	975	830	9	Regression
BlogFeedback	58,000	23,000	281	Regression
Online News Popularity	36,800	10,000	61	Regression
Delta Ailerons	5,080	4,600	6	Classification
Waveform II	3,300	2,800	40	Classification
MNIST	35,000	6,000	784	Classification
OCR Letters	40,000	12,000	128	Classification
NORB	20,000	5,000	2,048	Classification