k-NN SVM 2 classification 2 imbalanced data 2 machine learning 2 AUROC 1 Article 1 CAD 1 Classification 1 Confidence interval 1 Data mining 1 Decision Tree 1 Distance metrics 1 Histogram of Oriented Gradients 1 Local Binary Pattern 1 ML 1 MLP 1 Plasma cytokines 1 ROSE 1 Random Forest 1 Scale Invariant Local Ternary Pattern 1 adult 1 aged 1 biological marker 1 cardiovascular risk 1 chemokine 1 classifier 1 communication technologies 1 controlled study 1 coronary angiography 1