An Optimal SVM with Feature Selection Using Multiobjective PSO

Table 3

Learning time for different classifiers (second).

	Glass	Iris	Wine	German	Ionosphere	Sonar	Hepatitis	Bupa	Vowel	Heart
MOPSO-SVM	0.64	0.204	0.224	0.635	0.184	0.084	0.0436	0.191	11.85	0.118
SVM	2.74	1.138	1.12	0.663	0.179	0.116	0.0423	0.148	8.60	0.135
MLP	22.17	2.14	2.06	37.84	2.24	3.43	2.12	4.93	38.13	2.33
RBF	5.27	3.55	4.08	21.17	11.28	5.98	3.005	3.78	18.9	6.21