Short Answer

Implications of Kitten Uploads

Question: What is the consequence if your initial cat app dev/test set had mainly pictures of adult cats, but users later upload many kitten images?

Sample answer: The consequence is that the dev/test set distribution is not representative of the actual distribution you need the system to do well on.

Key points:

  • Dev/test set is not representative
  • Actual distribution mismatch

Rubric: Must state that the dev/test set is unrepresentative of the actual distribution.

0

1

Updated 2026-06-13

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