Short Answer

Identify the primary criterion for a dev set's composition.

Question: According to the ML Yearning framework, what specific task must the composition of a development (dev) set reflect?

Sample answer: The dev set should reflect the specific task that the machine learning team wants to improve on the most, as this dataset becomes the primary target for all subsequent model optimization efforts.

Key points:

  • Must reflect the task the team most wants to improve on.
  • It dictates the team's primary optimization focus.

Rubric: The answer should explicitly state that the dev set must reflect the task the team most wants to improve on.

0

1

Updated 2026-05-27

Contributors are:

Who are from:

Tags

Machine Learning

Deep Learning

Machine Learning Strategy

Supervised Learning

Dive into Deep Learning @ D2L

Data Science

Machine Learning Yearning @ DeepLearning.AI