Table 3.

J Values for 10 Subjects

	Subject
	1	2	3	4	5	6	7	8	9	10
AR	37.1	33.1	64.8	68.0	67.8	68.0	52.8	51.6	60.9	44.7
SVR	84.3	43.8	101.4	137.7	73.5	137.7	53. 3	236.1	146.3	33.9
ELM	36.3±11.0	59.9±21.1	27.3±2.0	34.4±18.3	69.3±21.9	33.2±13.1	16.8±6.6	43.6±6.6	54.6±7.7	19.1±1.7
New	15.9±0.3	32.7±1.2	24.2±2.3	25.7±3.2	25.1±1.5	27.2±3.5	12.0±2.1	37.5±3.3	51.5±4.5	23.4±0.8

Fifty groups of Monte Carlo simulations were run for both extreme learning machine (ELM) and the new algorithm. Data are mean±SD values.

AR, autoregressive; SVR, support vector regression.