Table 3. 5-Fold Cross Validation Results Performed by SVM Classifier on Integrated Features of Attribute and Behavior.

test set	accuracy (%)	sensitivity (%)	precision (%)	MCC	specificity (%)	AUC
1	74.50	74.74	74.38	0.6200	74.26	0.7961
2	76.03	75.60	76.26	0.6355	76.46	0.8041
3	74.78	73.78	75.29	0.6228	75.79	0.8079
4	74.21	73.58	74.51	0.6172	74.83	0.7940
5	75.60	74.83	76.00	0.6311	76.37	0.8084
average	75.02 ± 0.77	74.51 ± 0.83	75.29 ± 0.85	0.6253 ± 0.0077	75.54 ± 0.97	0.8021 ± 0.0067