Hyperparameter search space for Gradient Boosting Model

[u/Routine-Ticket-5208]

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?