Research Article
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 |
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