Evidence Maximization Technique for Training of Elastic Nets

Table 3

Sparse elastic nets trained with the evidence maximization technique.

	Sparseness (%)	Mean log likelihood	Error (%)
1	56.72 ± 6.94	0.0916 ± 0.0027	2.32 ± 0.08
8	75.04 ± 0.86	0.0898 ± 0.0026	2.70 ± 0.08
13	75.56 ± 1.43	0.0960 ± 0.0029	2.97 ± 0.08
40	84.58 ± 1.21	0.1054 ± 0.0029	3.13 ± 0.14
136	85.41 ± 0.64	0.0816 ± 0.0011	2.32 ± 0.06
385	87.55 ± 1.89	0.0804 ± 0.0032	2.47 ± 0.09
1456	85.72 ± 0.57	0.0745 ± 0.0008	2.28 ± 0.05
5656 ()	88.62 ± 0.50	0.0739 ± 0.0009	2.28 ± 0.04