CertNexus Exam AIP-210 Topic 1 Question 40 Discussion

Actual exam question for CertNexus's AIP-210 exam

Question #: 40
Topic #: 1

You have a dataset with many features that you are using to classify a dependent variable. Because the sample size is small, you are worried about overfitting. Which algorithm is ideal to prevent overfitting?

ADecision tree

BLogistic regression

CRandom forest

DXGBoost

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 Johana at Mar 20, 2025, 11:57 AM

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