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

Table 11

The accuracy (%) of the original HDFC-ISVM algorithm under different settings of parameter .

Data_set	Different values of parameters
	(0, 0.1, 0.15, and 0.3)	(0, 0.05, 0.1, and 0.15)	(0, 0.05, 0.1, and 0.3)	(0, 0.15, 0.2, and 0.3)
Breast_cancer	91.16	90.67	92.71	93.19
German	94.99	91.67	91.97	93.93
Heart	99.12	99.04	99.04	99.87
Image	97.50	95.83	95.30	98.18
Mushroom	90.53	90.14	90.16	91.14
Thyroid	98.77	94.26	94.91	97.66