Research Article
Support Vector Machines for Unbalanced Multicategory Classification
Table 6
The overall misclassification rate of the weighted SCAD SVMs on the new thyroid data.
| ā | CLSC | MWGE |
| Equal weights | 0.103 (0.031) | 0.083 (0.029) | Proportional weights | 0.170 (0.136) | 0.176 (0.124) | Adaptive weights | 0.105 (0.031) | 0.087 (0.035) |
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