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Continue training in CLI if one iteration produces a single-leaf tree #5699

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Continue training in CLI if one iteration produces a single-leaf tree #5699

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Commits on Feb 4, 2023

  1. Iteration logic consistent with python-pacakge 

    As per discussion on GH-microsoft#5051 and GH-microsoft#5193 the python package does not stop
training if a single leaf tree (stupm) is found and relies on early
stopping methods to stop training. This commits removes the finish
condition on training based on the result of `TrainOneIter()` and sets
the `is_finished` flag on early stopping alone.
    @Samsagax
    Samsagax committed Feb 4, 2023
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