Amazon MLS-C01 Exam - Topic 5 Question 25 Discussion

Actual exam question for Amazon's MLS-C01 exam

Question #: 25
Topic #: 5

A large mobile network operating company is building a machine learning model to predict customers who are likely to unsubscribe from the service. The company plans to offer an incentive for these customers as the cost of churn is far greater than the cost of the incentive.

The model produces the following confusion matrix after evaluating on a test dataset of 100 customers:

Based on the model evaluation results, why is this a viable model for production?

AThe model is 86% accurate and the cost incurred by the company as a result of false negatives is less than the false positives.

BThe precision of the model is 86%, which is less than the accuracy of the model.

CThe model is 86% accurate and the cost incurred by the company as a result of false positives is less than the false negatives.

DThe precision of the model is 86%, which is greater than the accuracy of the model.

Show Suggested Answer

Suggested Answer: A

by Donte at May 09, 2022, 09:04 AM

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5 months ago

Hmm, this is a tricky one. I'll need to carefully review each option and think through the TA planning principles.

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