ResearchBenchmarksBot Detection on JA4DB (test)Follow0.993PrecisionXGBoost0.9657520.9728260.97990.986974Feb 10, 2026Evaluation ResultsMethodMethodLinksPrecisionRecallF1 ScoreAccuracyXGBoostClass=Benign (class 0)Class=Benign (class 0)2026.020.9930.98840.9907—XGBoostClass=Bot (class 1)Class=Bot (class 1)2026.020.96680.97980.9732—XGBoostClass=OverallClass=Overall2026.02———0.9862