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Catboost plot_tree understanding

When plotting a tree from catboost, it shows val in leaves; what do these values represent?

I can't find the answer in their official tutorial on plotting, nor are there any such questions answered anywhere that I could find. Like:

  1. LightGBM plot_tree() Leaf numbers
  2. What' the meaning of "Val" in the visualization of a lightgbm tree?
  3. https://github.com/catboost/catboost/issues?q=plot_tree

Binary Classification MultiClass Classification

like image 433
Nauman Naeem Avatar asked Dec 30 '25 11:12

Nauman Naeem


1 Answers

These are values predicted by the tree. There are more than one value for multi-classification and multi-regression.

Please note that as we do not monitor Stack Overflow very closely, it is better to ask questions at our Github repo.

like image 144
Evgueni Petrov Avatar answered Jan 01 '26 03:01

Evgueni Petrov



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