Cybersecurity, Machine Learning, Detection, Botnet, Catboost.
importance score 𝐹𝐼(ⅈ)for each feature ⅈ was computed using the CatBoost model’s internal algorithm, which provides a numeric value representing the contribution of each feature towards the model’s predictive accuracy. The features were then ranked in descending order based on their importance