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