Using XGBoost to Discover Infected Hosts Based on HTTP Traffic

Table 9

The experimental results when the ratio of the number of HTTP requests in the training set and testing set is 7 : 3.

Best iteration	218
Train-auc	99.8944%
Cross-validation-auc	99.8599%
Test-auc	98.726487%
Cost time	7.28223S