Research Article
Density-Based Penalty Parameter Optimization on C-SVM
Table 1
Standard dataset for classification.
| Name | Type | Class | Training size | Testing size | Feature |
| a1a | Classification | 2 | 1,605 | 30,956 | 123 | a2a | Classification | 2 | 2,265 | 30,296 | 123 | a3a | Classification | 2 | 3,185 | 29,376 | 123 | a4a | Classification | 2 |
4,781 | 27,780 | 123 | w1a | Classification | 2 | 2,477 | 47,272 | 300 | w2a | Classification | 2 | 3,470 | 46,279 | 300 | w3a | Classification | 2 | 4,912 | 44,837 | 300 | w4a | Classification | 2 | 7,366 | 42,383 | 300 |
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