Research Article

Feature Selection and Parameter Optimization of Support Vector Machines Based on Modified Artificial Fish Swarm Algorithms

Table 3

UCI dataset.

NumberDatasetNumber of classesNumber of featuresNumber of instances

1Bupa26345
2Pima28768
3Glass69214
4Vowel1110528
5Heart213270
6Australian214690
7Vehicle418846
8Robot4245456
9German2241000
10Sonar260208