Random Forest plot standardized

For a data science project, I first used a standardized scaler on data in python, ran random forest then plotted the tree. However, the values of the decisions are in their standardized form. How do I plot the unscaled data?

Example: as is: decision node based on Age = 2.04 desired: decision node based on Age = 30

Topic machine-learning-model decision-trees random-forest python

Category Data Science


Decision tree based models (incl. Random Forest) are scale invariant. You can just feed the unscaled data in and plot.

Reference here.

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