Table 10.

Average accuracy of different feature subsets of the two-class classification experiment.

Number of features	Accuracy of SVM	Accuracy of J48	Average accuracy of each set of features
Using 20 Features	100%	95.79%	97.90%
Using 10 Features	100%	95.96%	97.98%
Using 5 Features	95.76%	95.00%	95.38%
Using 3 Features	92.97%	93.27%	93.12%
Using 2 Features	91.95%	91.51%	91.73%
Using 1 Feature	90.19%	90.19%	90.19%