Journal of Optimization / 2016 / Article / Tab 3

Research Article

An Optimal SVM with Feature Selection Using Multiobjective PSO

Table 3

Learning time for different classifiers (second).

GlassIrisWineGermanIonosphereSonarHepatitisBupaVowelHeart

MOPSO-SVM0.640.2040.2240.6350.1840.0840.04360.19111.850.118
SVM2.741.1381.120.6630.1790.1160.04230.1488.600.135
MLP22.172.142.0637.842.243.432.124.9338.132.33
RBF5.273.554.0821.1711.285.983.0053.7818.96.21

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