Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

Table 6

Tuning results of max_depth and min_child_weight.

max_depth	min_child_weight	Auc
4	1	0.99826
4	10	0.99770
4	100	0.99667
4	1000	0.99535
6	1	0.99830
6	10	0.99782
6	100	0.99726
6	1000	0.99561
8	1	0.99838
8	10	0.99799
8	100	0.99780
8	1000	0.99574
10	1	0.99854
10	10	0.99827
10	100	0.99798
10	1000	0.99576
12	1	0.99852
12	10	0.99818
12	100	0.99806
12	1000	0.99576