Create a decision tree in R based on df

Hi there. I would like to plot a decision tree based on some information that I have in a dataframe like this:


Each letter is related to an action that we made in a poker hand:
C is for Call
F is for Fold
R is for Raise
X is for Check.

I would like to create a decision tree to plot this information in order to find any inconsistency in my decitions. Something like this:


How would you do this? There is any package that you would recommend?

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