Research Article
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% |
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