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Fixes #32204

What does this implement/fix? Explain your changes.

included documentation with the modules/tree.rst about Friedman MSE and what it does and how it is useful in practice

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If this change is approved, please leave a comment and I will add it to params doc. Thanks!

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The formatting needs fixes (no section marker), lines better kept at <88 chars, and would be nice to have a review from @adam2392 or @antoinebaker

@adrinjalali adrinjalali changed the title Update tree.rst DOC add Friedman MSE formulation to tree user guide Sep 22, 2025
@sean-ko3
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Great thanks. I will get working on this

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DOC: add explanations about criterion="friedman_mse" in decision trees doc
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