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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