A Method of Intrusion Detection Based on WOA-XGBoost Algorithm

Table 5

Detail results without feature selection.

Methods	Metrics
	ACC	Sensitivity	Specificity
GridSearch-SVM	0.9718	0.9962	0.8744
WOA-SVM	0.9795	0.9975	0.9058
GridSearch-XGBoost	0.9805	0.9805	0.9071
WOA-XGBoost	0.9906	0.9958	0.9547