Table 2.

Performance (AUC) comparison of the five predictive models

Data Set	1	2	3	4	5	6	7	8	9	10	Avg.
DT	0.74	0.50	0.50	0.78	0.80	0.82	0.79	0.77	0.78	0.80	0.73
ANN	0.68	0.72	0.68	0.72	0.66	0.68	0.67	0.73	0.71	0.73	0.70
SVM	0.79	0.79	0.80	0.79	0.82	0.78	0.79	0.82	0.81	0.81	0.80
SSL	0.77	0.79	0.78	0.76	0.78	0.77	0.77	0.8	0.78	0.8	0.78
SSL Co-training	0.84	0.82	0.80	0.81	0.82	0.84	0.83	0.82	0.78	0.81	0.81