CertNexus Exam AIP-210 Topic 1 Question 33 Discussion

Actual exam question for CertNexus's AIP-210 exam

Question #: 33
Topic #: 1

[All AIP-210 Questions]

Which two of the following statements about the beta value in an A/B test are accurate? (Select two.)

AThe Beta value is the rate of type II errors for the test.

BThe Beta value is the rate of type I errors for the test.

CThe statistical power of a test is the inverse of the Beta value, or 1 - Beta.

DThe Beta in an Alpha/Beta test represents one of the two variants of the A/B test.

Show Suggested Answer

Suggested Answer: B

Performance testing is a type of testing that should be performed at the production level before deploying a newly retrained model. Performance testing measures how well the model meets the non-functional requirements, such as speed, scalability, reliability, availability, and resource consumption. Performance testing can help identify any bottlenecks or issues that may affect the user experience or satisfaction with the model. Reference: [Performance Testing Tutorial: What is, Types, Metrics & Example], [Performance Testing for Machine Learning Systems | by David Talby | Towards Data Science]

by Bo at Oct 23, 2024, 11:42 PM

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18 days ago

I think the correct statements are A and C.

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