A Support Vector Classifier Based on Vague Similarity Measure

Table 2

Accuracy (%) and time (s) comparison of different methods.

Dataset	Sigmoid		Fuzzy sigmoid		Vague sigmoid
	Accuracy (%)	Time (s)	Accuracy (%)	Time (s)	Accuracy (%)	Time (s)
Ionosphere	94.8	22.30	93.4	20.52	94.3	21.83
Sonar	88.2	31.85	88.1	24.87	87.9	28.32
Pima-diabetes	70.9	17.56	72.8	12.38	73.5	14.54
Wdbc	97.3	21.12	97.9	18.04	97.9	19.28
Iris	97.4	4.35	93.8	3.87	96.1	4.21
Vehicle	71.2	36.74	65.3	23.47	70.8	30.42