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. 2024 Nov 29;14(12):8942–8965. doi: 10.21037/qims-24-1315

Figure 1.

Figure 1

Experimental process. SVM, support vector machine; LDA, linear discriminant analysis; KNN, K-nearest neighbors; RF, random forest; XGBoost, extreme gradient boosting tree; ROC, receiver operating characteristic; AUC, area under the ROC curve; PIS, Permutation Importance score; LC, LASSO coefficient; MIS, mutual information score; L, low; H, high; LASSO, least absolute shrinkage and selection operator.