Deep Graph Embedding for IoT Botnet Traffic Detection

Table 4

Traditional features (balanced dataset) results.

Algorithm	Metric
	Recall	FPR	Precision	F-measure
XGBoost	98.3	35.0	5.8	11.0
Decision tree	99.3	38.9	5.3	10.1
Random forest	92.5	11.5	15.1	26.0
Logical regression	25.9	13.8	4	6.9
KNN	93.2	12.2	14.4	25.0
Naive Bayes	99.0	99.0	2.2	4.2