An ISVM Algorithm Based on High-Dimensional Distance and Forgetting Characteristics

Table 2

The comparison of classification performance of the four algorithms for “breast_cancer.”

Iteration count	Simple-ISVM		KKT-ISVM		CSV-ISVM		HDFC-ISVM
	ACC	Time (s)	ACC	Time (s)	ACC	Time (s)	ACC	Time (s)
1	0.947	0.071	0.966	0.127	0.978	0.086	0.928	0.067
2	0.952	0.229	0.950	0.191	0.974	0.131	0.959	0.053
3	0.945	0.223	0.932	0.229	0.982	0.121	0.973	0.096
4	0.947	0.238	0.952	0.145	0.974	0.100	0.985	0.070