An Algorithm for Discretization of Real Value Attributes Based on Interval Similarity

Table 4

Comparison of SVM (1-V-1) performance on 9 UCI real datasets.

Datasets	EXT		SIM		Boolean
	acc (%)	svs	acc (%)	svs	Acc (%)	svs
Iris	93.3	36	93.3	26	90.0	27
Glass	67.4	120	67.4	149	67.1	146
Breast	98.5	50	97.8	129	95.6	79
Wine	97.2	37	100.0	72	97.2	103
Auto	69.6	148	84.8	138	67.1	173
Bupa	68.1	180	72.5	167	62.3	197
Machine	69.0	101	73.8	70	64.3	130
Pima	74.7	339	70.8	357	74.0	370
Ionosphere	97.2	178	98.6	221	93.0	272