Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Validate a Machine Learning Model

EasyModel Evaluation00:00
Practice interviewer
In session
5 left
00:00

Your question is Validate a Machine Learning Model. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

You need to log in / sign up to chat or submit.

Problem

Scenario

You have trained a model and it looks strong on your holdout set, but the team wants to know whether those results are trustworthy. You need to explain how you would validate the model before it is approved for use.

Question

How do you validate machine learning models?