Evidence Maximization Technique for Training of Elastic Nets

Table 2

Elastic nets trained with the evidence maximization technique.

	Sparseness (%)	Mean log likelihood	Error (%)
1	12.53 ± 3.18	0.0580 ± 0.0010	1.83 ± 0.06
8	9.99 ± 1.40	0.0557 ± 0.0008	1.70 ± 0.05
13	9.54 ± 1.22	0.0560 ± 0.0010	1.69 ± 0.04
40	10.17 ± 1.40	0.0555 ± 0.0007	1.71 ± 0.05
136	8.74 ± 1.38	0.0581 ± 0.0006	1.81 ± 0.04
385	8.05 ± 1.28	0.0587 ± 0.0004	1.82 ± 0.04
1456	8.35 ± 1.53	0.0581 ± 0.0005	1.81 ± 0.04
5656	10.82 ± 2.68	0.0582 ± 0.0010	1.80 ± 0.06