Journal of Optimization / 2016 / Article / Tab 2

Research Article

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

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