Intrusion Detection Model for Wireless Sensor Networks Based on FedAvg and XGBoost Algorithm

Table 2

Impact of decision tree maximum depth on model performance.

Learning rate	Accuracy	FPR	FNR
3	91.20%	0.91%	0.92%
5	94.40%	0.83%	0.84%
7	%	0.62%	0.71%
9	97.60%	0.74%	0.78%
11	92.50%	0.81%	0.82%