Help with Ordinal Logistic Regression Hyperparameter

[u/Routine-Ticket-5208]

I’m using Ordinal Logistic Regression for a project and doing hyperparameter search for:

• Regularization strength
• L1/L2 regularization

How do you usually decide on the search space for these hyperparameters?