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Learn R_reg in each level of the tree

Hi! It is a very innovative and helpful model. I am running the public dataset with Amazon, and trying to plot the R_neg node graph as in the paper. I am lost in where I can calculate the R_neg for the tasks and how I can determine if it is a task-wise split or feature-wise split. Could you please give some suggestions?

Thanks!

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