Table 14. Performance results of bagging SVM using cross validation.

Fold	Precision (%)	Recall (%)	Miss rate (%)	F1-score (%)	Testing Accuracy (%)	ROC_AUC (%)
2	84.70	68.57	31.42	75.78	70.32	82.46
3	85.47	70.00	30.00	76.96	71.71	86.85
4	87.85	75.71	24.29	81.33	76.54	90.41
5	87.32	85.24	14.76	86.27	81.61	90.98
6	88.27	82.38	17.62	85.22	80.71	92.38
7	87.80	85.71	14.29	86.75	82.38	91.64
8	89.16	86.19	13.81	87.65	83.75	93.68
9	89.55	85.71	14.29	87.59	83.76	92.68
10	89.16	86.19	13.81	87.65	83.55	93.00
11	89.42	88.57	11.43	89.00	85.26	90.98
12	88.63	89.05	10.95	88.84	85.13	92.96
13	88.29	86.19	13.81	87.23	83.17	92.53
14	88.78	86.67	13.33	87.71	83.72	92.18
15	89.00	88.57	11.43	88.78	84.94	92.55
16	89.47	89.05	10.95	89.26	85.75	93.08
17	89.76	87.62	12.38	88.67	85.08	94.42
18	88.29	86.19	13.81	87.23	83.26	92.92
19	89.37	88.10	11.90	88.73	85.09	92.95
20	88.52	88.10	11.90	88.31	84.40	93.75
21	89.10	89.52	10.48	89.31	85.53	93.17
22	89.15	90.00	10.00	89.57	86.15	93.15
23	88.63	89.05	10.95	88.84	85.33	92.81
24	89.47	89.05	10.95	89.26	85.73	93.37
25	89.47	89.05	10.95	89.26	85.79	92.69
26	88.89	91.43	8.57	90.14	86.60	92.90
27	88.84	90.95	9.05	89.88	86.34	93.40
28	88.89	91.43	8.57	90.14	86.94	93.59
29	88.79	90.48	9.52	89.62	86.38	93.71
30	89.27	87.14	12.86	88.19	84.70	92.50
31	89.22	86.67	13.33	87.92	84.35	92.60
32	89.27	87.14	12.86	88.19	84.75	93.23
33	88.89	87.62	12.38	88.25	84.66	93.47