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Feature importance metrics across logistic regression, random forest, and support vector classifier for standardized data. Mean coefficient weights or feature importance, when applicable, were extracted from the iterations in the Monte Carlo simulation and ordered. Absolute value of coefficients is displayed for logistic regression and support vector classifier. A, Logistic regression. B, Random forest. C, Support vector classifier. D, XGBoost.
