Micro Learning Support Vector Machine for Pattern Classification: A High-Speed Algorithm

Table 2

RBF.

	NEW		SVM		TWSVM
Australian	0.852113	0.062461	0.864286	0.018443	0.848921	0.044736
BUPA	0.642857	0.08165	0.572464	0.062616	0.610714	0.055174
Diabetes	0.748	0.230911	0.698052	0.070361	0.67013	0.070895
Heart disease	0.816949	0.067158	0.762712	0.070565	0.674576	0.437833
Heartstatlog	0.836364	0.039277	0.771605	0.032075	0.759091	0.044536
Herman	0.422581	0.218011	0.802419	0.046327	0.680645	0.082558
Sonar	0.590476	0.234134	0.555556	0.062994	0.528571	0.493265
Teaching	0.729032	0.11081	0.790323	0.06843	0.825806	0.195687
Balance	0.967241	0.030111	0.817529	0.022314	0.815517	0.087618
Breast	0.963504	0.031817	0.959333	0.032331	0.416058	0.183863

Bold indicates best.