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Feature importance metrics across logistic regression, random forest, and support vector classifier for standardized and unstandardized data. Mean coefficient weights or feature importance, when applicable, were extracted from the iterations in the Monte Carlo simulation. Graphs on the left represent models with unstandardized data while right use standardized. A, B, Logistic regression. C, D, Random forest. E, F, Support vector classifier.
