LightGBM is often chosen on Databricks because:
Select an answer to reveal the explanation.
Short Explanation and Infographic
LightGBM = strong tabular booster; track it with MLflow like anything else.
Full explanation below image
Full Explanation
Gradient boosted trees (LightGBM/XGBoost) dominate many tabular tasks; still use Tracking/Registry.