Table 3 Performance of stacked ensemble (Pipeline 2).

From: Elevating intrusion detection and security fortification in intelligent networks through cutting-edge machine learning paradigms

Variations

Accuracy

Precision

Recall (TPR)

F1-score

FPR

Normal (0)

0.9810

0.9782

0.9805

0.9793

0.0190

Kr00k (1)

0.9762

0.9729

0.9748

0.9738

0.0231

Krack (2)

0.9835

0.9811

0.9842

0.9826

0.0168

Ensemble (Full)

0.9802 ± 0.0014

0.9786 ± 0.0015

0.9774 ± 0.0013

0.9798 ± 0.0015

0.0196 ± 0.0009

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