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

Table 15

The test_ACC values comparison of all the algorithms for different datasets.

Datasets	Test_ACC (%)
	Simple-ISVM	KKT-ISVM	CSV-ISVM	GGKKT-ISVM	CD-ISVM	HDFC-ISVM	HDFC-ISVM
Breast_cancer	89.91	93.70	94.50	93.95	94.20	91.16	96.62
German	89.22	91.97	93.10	92.00	93.20	94.99	99.13
Heart	94.32	98.61	98.34	98.50	98.65	99.12	99.98
Image	93.70	95.34	93.83	95.40	95.56	97.50	99.24
Mushroom	90.61	90.15	90.18	90.30	90.25	90.53	99.14
Thyroid	93.22	93.84	99.16	95.20	99.20	98.77	99.26
Titanic	74.85	80.65	75.45	76.23	76.30	76.38	79.21
Splice	87.29	90.34	90.16	90.18	90.20	90.33	90.31
Diabetes	91.89	91.49	91.81	91.50	91.75	91.90	93.66
Credit	85.17	83.15	83.14	83.20	84.40	85.16	85.17
Spambase	76.9	77.24	76.99	77.35	77.87	77.13	78.53
Waveform	66.76	64.84	66.77	66.78	66.85	66.78	69.40
Mean	86.15	87.61	87.78	87.55	88.20	88.31	90.80