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. Author manuscript; available in PMC: 2025 Sep 15.
Published in final edited form as: Proc (Int Conf Comput Sci Comput Intell). 2025 Aug 29;2507:139–153. doi: 10.1007/978-3-031-94950-0_13

Figure 2. AUROC Plot for Classifier 1 Using Random Forest with 36 Predictor Features.

Figure 2.

Performance of Random Forest using AUROC score to differentiate CHD group from the Control group using 35 cytokines and Preβ HDL. A perfect AUROC score of 100% was obtained for this classifier.