Research Article
A Parallel Genetic Algorithm Based Feature Selection and Parameter Optimization for Support Vector Machine
Table 1
Datasets from UCI repository.
| ID | Name | Number of classes | Number of instances | Number of features |
| 1 | Ionosphere | 2 | 351 | 34 | 2 | Breast cancer | 2 | 683 | 10 | 3 | Australia | 2 | 690 | 14 | 4 | Diabetes | 2 | 768 | 8 | 5 | Vehicle | 4 | 846 | 18 | 6 | Vowel | 11 | 990 | 13 | 7 | Car | 4 | 1,728 | 6 | 8 | Splice | 2 | 3,175 | 60 | 9 | DNA | 3 | 3,186 | 180 | 10 | WaveForm | 3 | 5,000 | 40 | 11 | Svmguide1 | 2 | 7,089 | 4 | 12 | Mushrooms | 2 | 8,124 | 112 |
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