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. 2022 Jun 11;434(15):167684. doi: 10.1016/j.jmb.2022.167684

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Utility of age informed epitopic influence feature space in machine learning the severity outcomes in Asia. Panel A represents PCA plot generated using these features with overlay of Low and High severity labels. Panel B represents the confusion matrix of predictions made by the model (for a held-out test data) developed using the six features of age informed epitopic influence space. Panel C represents the ROC curve for AUC estimation. Panel D represent the bee-swarm (global SHAP value) plot for model interpretation.