Fig. 4

Evaluation of Classification Models using ROC Curves. LR – Logistic Regression, SVM – Support Vector Machine, KNN – K-Nearest Neighbors, GB – Gradient Boosting, MLP – Multilayer Perceptron, RF – Random Forest, DT – Decision Tree