Table 7 Results for classification with no sampling; classifiers: NB is Naive Bayes, RF is Random Forest, DT is Decision Tree, XGB is XGBoost, LGB is LightGBM, CB is CatBoost, LR is Logistic Regression; AUC stands for Area Under the Receiver Operating Characteristic Curve; SD stands for standard deviation reported for every metric; AUPRC stands for Area under the Precision-Recall Curve

From: Detecting web attacks using random undersampling and ensemble learners