Google Cloud Professional Machine Learning Engineer PMLE — Topic 1 Question 56

Question

You work for a credit card company and have been asked to create a custom fraud detection model based on historical data using AutoML Tables. You need to prioritize detection of fraudulent transactions while minimizing false positives. Which optimization objective should you use when training the model?

Accepted Answer

Correct answer: C. The correct answer is C. Option C: An optimization objective that maximizes the area under the precision-recall curve (AUC PR) value.

Google Cloud Professional Machine Learning Engineer PMLE — Question 56