AWS Certified Machine Learning - Specialty MLS-C01 — Topic 1 Question 107

Question

A Machine Learning Specialist is assigned to a Fraud Detection team and must tune an XGBoost model, which is working appropriately for test data. However, with unknown data, it is not working as expected. The existing parameters are provided as follows. Which parameter tuning guidelines should the Specialist follow to avoid overfitting?

Accepted Answer

Correct answer: B. The correct answer is B. Option B: Lower the max_depth parameter value.

AWS Certified Machine Learning - Specialty MLS-C01 — Question 107