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

Table 10

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

Data_set	Different values of parameters
	(0.6, 0.75, and 0.9)	(0.1, 0.4, and 0.7)	(0.3, 0.6, and 0.9)	(0.4, 0.6, and 0.8)
Breast_cancer	91.16	88.47	92.37	93.63
German	94.99	90.23	84.40	95.14
Heart	99.12	96.51	99.04	100.00
Image	97.50	94.79	98.97	98.81
Mushroom	90.53	86.67	93.74	88.66
Thyroid	98.77	95.15	98.40	98.67