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. 2025 Aug 22;15:30849. doi: 10.1038/s41598-025-89221-8

Table 5.

Intrusion detection using AETL performance.

Nodes (N)
400 300 200 100 50
Accuracy 0.992 0.988 0.984 0.98 0.976
Precision 0.995 0.9852 0.99 0.9850 0.9801
Recall 0.995 1 0.99 0.99 0.99
F1-score 0.9949 0.9925 0.99 0.9875 0.9850
Correlation 0.9756 0.9623 0.95 0.9371 0.9241
FPR 0.02 0.06 0.04 0.06 0.08
Kappa 0.9753 0.9616 0.95 0.9370 0.9238
Specificity 0.98 0.94 0.96 0.94 0.92