Research Article

Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

Table 10

The experimental result of comparative testing.

ApproachACC (%)P (%)R (%)F1 (%)

Our approach98.7293.5697.1495.32
Ogawa et al.’s approach96.2592.8494.9993.9
Li et al.’s approach97.1793.2596.1994.7