Least Square Support Tensor Regression Machine Based on Submatrix of the Tensor

Table 4

MSE of different algorithm for different data set.

Data	SVR	LS-SVRM	RMR	LASSO	LS-STRM-SMT
Artificial data	1.8015; (±0.3047)	0.3347; (±0.0148)	0.7574; (±0.1778)	0.2190; (±0.0016)	0.2043; (±0.0063)
Slump	27.2552; (±119.9840)	0.4482; (±0.0052)	0.1970; (±0.0014)	0.3126; (±0.0057)	0.1931; (±0.0011)
Ticdata2000	0.1149; (±)	0.00742; (±)	0.1270; (±0.0027)	0.0557; (±)	0.0072; (±8.561e − 05)
ConcreteData	0.2114; (±0.0024)	0.1972; (±0.0080)	0.2026; (±0.0041)	0.1823; (±0.0010)	0.1459; (±0.0115)
BlogData	2.9480; (±0.6374)	0.5119; (±0.0010)	8.9211; (±0.1616)	0.5212; (±0.0077)	0.2899; (±0.0041)