ExamTopics Logo
Mail Us[email protected]
Menu
Comptia Discussions
exam questions

Exam DY0-001 All Questions

View all questions & answers for the DY0-001 exam
Go to Exam

Exam DY0-001 topic 1 question 66 discussion

Actual exam question from CompTIA's DY0-001
Question #: 66
Topic #: 1
[All DY0-001 Questions]

A data scientist is designing a real-time machine-learning model that classifies a user based on initial behavior. The run times of these models are provided in the following table:

Which of the following models should the data scientist recommend for deployment?

  • A. XGBoost
  • B. Random forest
  • C. Decision trees
  • D. Artificial neural network
Show Suggested Answer Hide Answer
Suggested Answer: B 🗳️
by SuntzuLegacy at May 19, 2025, 11:39 p.m.

Comments

Chosen Answer:
This is a voting comment (?). It is better to Upvote an existing comment if you don't have anything to add.
Switch to a voting comment New
Submit Cancel
SuntzuLegacy
1 month, 1 week ago
Selected Answer: B
For real-time classification, minimizing inference time is critical. Among the given options, Random Forest has the shortest run time (1 minute) while still maintaining reasonable accuracy (88%), making it the most suitable choice for rapid deployment in a real-time setting.
upvoted 1 times
...
Community vote distribution
A (35%)
C (25%)
B (20%)
Other
Most Voted
A voting comment increases the vote count for the chosen answer by one.

Upvoting a comment with a selected answer will also increase the vote count towards that answer by one. So if you see a comment that you already agree with, you can upvote it instead of posting a new comment.

SaveCancel