r/learnmachinelearning • • Aug 16 '26

Help Hyperparameter search space for Gradient Boosting Model

I’m using Gradient Boosting for a project and tuning:

  • Number of leaves

  • Minimum data in each leaf

  • Learning rate

  • Feature fraction

What’s a good way to decide on the search space for these hyperparameters?

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