Machine learning-enhanced echocardiography for screening coronary artery disease

Table 3 ROC curve analysis of machine learning algorithms for detecting CAD

Model	Sensitivity	Specificity	ROC AUC
Gradient boosting	0.952	0.691	0.852
Catboost	0.942	0.682	0.829
Random forest	0.942	0.638	0.817
Extra trees	0.914	0.628	0.804
Light gradient boosting	0.932	0.664	0.824
Xgboost	0.932	0.664	0.824

ISSN: 1475-925X