ml-engineer-pro video for you developed a tree model based on an extensive feature set of user behavioral data. The model has been in production for 6 months.
You developed a tree model based on an extensive feature set of user behavioral data. The model has been in production for 6 months. New regulations were just introduced that require anonymizing personally identifiable information (PII), which you have identified in your feature set using the Cloud Data Loss Prevention API. You want to update your model pipeline to adhere to the new regulations while minimizing a reduction in model performance. What should you do?