"If you’ve seen Bob Ross paintings, it’s probably not too surprising that 'tree' is the top feature."
Read it!Prediction intervals are commonly used for linear models but are often underused for random forests. Leveraging the fact that a random forest can provide a conditional distribution instead of just the conditional mean makes prediction intervals relatively straightforward to use in this context.
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