Research Article
Iterative Reweighted Noninteger Norm Regularizing SVM for Gene Expression Data Classification
Table 3
The prediction error rate (Pe%) and selected feature number (Sfn) for different
values.
| Datasets | (%) | | | | | |
| Bladder | Pe | 32.86 | 20.00 | 20.71 | 26.43 | 25.00 | Sfn | 24.70 | 403.2 | 1312.5 | 2051.6 | 2211.9 | Melanoma | Pe | 12.11 | 13.68 | 14.74 | 14.74 | 15.26 | Sfn | 256.5 | 1083.4 | 2290.5 | 3125.5 | 3750 | Lymphoma | Pe | 11.25 | 6.67 | 5.00 | 5.83 | 6.25 | Sfn | 347.5 | 1870.9 | 2734.6 | 3426.3 | 4025.2 | Colon | Pe | 12.67 | 10.00 | 16.00 | 16.00 | 14.67 | Sfn | 174.7 | 1067.5 | 1364.7 | 1702.1 | 1999.9 |
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