Table 1.

LMA and SCGA validation using HOV and LOOCV.

	Iterations	Hold-Out Validation						Leave-One-Out Cross Validation
		10		50		100		10		50		100
	Output #	Train	Test	Train	Test	Train	Test	Train	Test	Train	Test	Train	Test
SCGA	1 (size)	0.79	1.58	0.3	1.03	0.27	0.99	0.93	1.72	0.32	0.79	0.29	0.58
	2 (depth)	2.7	4.08	2.59	3.99	2.56	4.09	2.78	4.1	2.66	3.87	2.62	3.82
	3 (modulus)	3.16	6.6	3.1	6.58	3.09	4.6	3.36	6.59	3.28	6.64	3.24	6.9
LMA	1 (size)	0.28	1.06	0.26	3.19	0.26	6.84	0.29	0.52	0.26	1.03	0.25	3.08
	2 (depth)	2.54	5.21	2.36	39.1	2.25	105	2.59	3.86	2.42	6.25	2.29	33.8
	3 (modulus)	3.05	6.53	2.91	12.1	2.77	46.4	3.16	6.9	2.83	13.3	2.68	43.1