PROFESSIONAL-MACHINE-LEARNING-ENGINEER · Question #152
PROFESSIONAL-MACHINE-LEARNING-ENGINEER Question #152: Real Exam Question with Answer & Explanation
Sign in or unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to reveal the answer and full explanation for question #152. The question stem and answer options stay visible for context.
Question
You work for a magazine publisher and have been tasked with predicting whether customers will cancel their annual subscription. In your exploratory data analysis, you find that 90% of individuals renew their subscription every year, and only 10% of individuals cancel their subscription. After training a NN Classifier, your model predicts those who cancel their subscription with 99% accuracy and predicts those who renew their subscription with 82% accuracy. How should you interpret these results?
Options
- AThis is not a good result because the model should have a higher accuracy for those who renew
- BThis is not a good result because the model is performing worse than predicting that people will
- CThis is a good result because predicting those who cancel their subscription is more difficult,
- DThis is a good result because the accuracy across both groups is greater than 80%.
Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER to see the answer
You've previewed enough free PROFESSIONAL-MACHINE-LEARNING-ENGINEER questions. Unlock PROFESSIONAL-MACHINE-LEARNING-ENGINEER for full answers, explanations, the timed quiz mode, progress tracking, and the master PDF. Question stem and options stay visible so you can still see what's on the exam.