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IEEE/ICACT20260019 Question.6
Questioner: Lee19711936516@163.com    2026-02-09 ¿ÀÈÄ 2:33:52
IEEE/ICACT20260019 Answer.6
Answer by Auhor a.rahman@mst.edu   2026-02-09 ¿ÀÈÄ 2:33:52
In the real-time intrusion detection scenario based on SmartNIC, Random Forest (RF) exhibits the best balance between accuracy and inference time compared to Decision Tree (DT) and K-Nearest Neighbor (KNN). What are the key points in its core algorithm design and hyperparameter optimization strategy that make it adapt to the resource constraint characteristics of SmartNIC?

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