Conversation so far:
When should I use XGBoost instead of linear regression?
XGBoost works better for non-linear relationships.
What about interpretability?
Linear models are easier to interpret.

Question: Is it worth the tradeoff?
Self-contained rewrite: Is the performance gain of XGBoost worth the loss of interpretability compared to linear regression?