Research Article
Support Vector Machines for Unbalanced Multicategory Classification
Table 5
The average final chosen weights for the weighted SCAD SVMs on the new thyroid data.
| | CLSC | MWGE |
| Equal weights | 0.33 0.33 0.33 | 0.33 0.33 0.33 | Proportional weights | 0.10 0.41 0.49 | 0.10 0.41 0.49 | Adaptive weights | 0.07 0.42 0.51 | 0.07 0.42 0.51 |
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