Dataford
Interview QuestionsInterview GuidesExperiencesMock InterviewsPricing
Get started

Approach to Underperforming Models

MediumModel Evaluation00:00
I
Practice interviewer
Your interviewer
In session
I
Interviewer

Welcome to your interview.

The question is on your right: Approach to Underperforming Models. Take a moment with it first.

Talk your thinking through with me if you like - when you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes). Discussion and graded submissions share your five interviewer interactions, so spend them well.

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

Problem

Scenario

You've shipped a model that looked acceptable during development, but it is now underperforming when used in practice. Your team wants a structured way to diagnose the issue and decide whether the problem is data, metrics, thresholding, or the model itself.

Question

How would you approach a problem where your model is underperforming?