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Intrusion Detection on TON_IoT 5%
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97.87
Macro-F1
XGBoost
45.0484
58.7617
72.475
86.1883
Jul 2, 2026
Macro-F1
Updated 19d ago
Evaluation Results
Method
Method
Links
Macro-F1
XGBoost
Type=Static baseline
2026.07
97.87
RF
Type=Static baseline
2026.07
97.78
MLP
Type=Static baseline
2026.07
97.45
RES-DARE
2026.07
96.91
Linear SVM
Type=Static baseline
2026.07
90.33
LogReg
Type=Static baseline
2026.07
88.39
Isol Forest
Type=Static baseline
2026.07
47.08
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