Is your feature request related to a problem? Please describe.
I'm trying to develop confidence measures from fitted UpliftRandomForestClassifier. For this, I need to know the summary statistics of leaf nodes in an UpliftTreeClassifierafter modifying the estimation via honesty=True.
Describe the solution you'd like
I'd like to either update nodeSummary with the honest estimation samples when honestApproach is called or otherwise expose both the number of samples and the outcome rates for each leaf node.
Describe alternatives you've considered
An alternative could be adding the counts to results and updating the calling methods.
Is your feature request related to a problem? Please describe. I'm trying to develop confidence measures from fitted
UpliftRandomForestClassifier. For this, I need to know the summary statistics of leaf nodes in anUpliftTreeClassifierafter modifying the estimation viahonesty=True.Describe the solution you'd like I'd like to either update
nodeSummarywith the honest estimation samples whenhonestApproachis called or otherwise expose both the number of samples and the outcome rates for each leaf node.Describe alternatives you've considered An alternative could be adding the counts to
resultsand updating the calling methods.Additional context