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. 2021 Jul 23;15(3):77. doi: 10.3892/br.2021.1453

Figure 2.

Figure 2

Receiver operating characteristic curves for the best SVM, Random Forest and XGBoost models obtained using test data. XGBoost models are shown in red. SVM models are shown in blue. Random Forest models are shown in green. ROC, receiver operating characteristic; AUC, area under the ROC curve SVM, Support Vector Machine; XGBoost, Extreme Gradient Boosting.