Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
between the two classes, and the Average Precision Score of 0.997784 further accentuates this observation. Examining the precision, recall, and F1-score metrics, it’s evident that Class 0 (representing normal traffic) exhibited remarkable precision, recall, and F1-score values. Class 1