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. 2022 Oct 14;15:7817–7829. doi: 10.2147/IJGM.S380197

Figure 2.

Figure 2

Variable screening and weight allocation. (A) Correlation matrix analysis of candidate features. (B) The weight distribution of the candidate variables of each ML-based model.

Abbreviations: RFC, random forest classifier; SVM, support vector machine; DT, decision tree; ANN, artificial neural network; XGboost, eXtreme gradient boosting.