Learn Before
Explain the relationship between dev set and training dev set sizing guidance.
Question: In a concise analytical response, explain what the source permits—and does not permit—you to conclude about choosing a training dev set size.
Sample answer: The source permits using most of the dev set size guidelines from Chapters 5–7 when choosing the training dev set size. However, it does not claim that every guideline applies, because it deliberately says “most.” Thus, the training dev set should generally follow the earlier sizing guidance without treating its applicability as absolute.
Key points:
- The relevant earlier guidance concerns picking dev set size.
- Most of that guidance also applies to the training dev set.
- The statement does not assert that every guideline applies.
- No additional sizing rule is supplied by the cited evidence.
Rubric: A strong response identifies the earlier dev set guidance, explains its general applicability to the training dev set, and distinguishes “most” from “all” without adding unsupported sizing rules.
0
1
Tags
Machine Learning
Deep Learning
Supervised Learning
Dive into Deep Learning @ D2L
Data Science
Machine Learning Strategy
Machine Learning Yearning @ DeepLearning.AI
Related
How should dev set size guidance be used when choosing a training dev set size?
Most dev set sizing guidelines are relevant to the training dev set.
Most guidelines for choosing dev set size also apply to the _____.
Match each element of the sizing guidance to its role.
Order the reasoning for selecting a training dev set size.
Explain the relationship between dev set and training dev set sizing guidance.
Decide how a team should approach sizing a new training dev set.
What earlier guidance should inform training dev set size?
Which conclusion stays closest to the source’s use of “most”?
The source claims every dev set sizing guideline applies to a training dev set.