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The phrase "on a subset of" is grammatically correct and can be used in written English.
It is typically used in mathematical or scientific contexts to indicate that something is being considered on a smaller or specific part of a larger set or group. Example: The experiment was conducted on a subset of the population, consisting only of individuals who were under the age of 30.
Exact(60)
We validated our method on a subset of association rules (one medication implies one disease code).
We measured population coupling based on a subset of 20 neurons.
We therefore focus on a subset of ADRs for which the NLP pipeline is validated16.
* Based on a subset of companies that held annual meetings in both years.
The algorithm depends only on a subset of the IEEE Floating Point Standard 754-2008.
Mr. Garcia's system is based on a subset of American Sign Language, using simple signs to reinforce single words.
Two Old groups received false-positive feedback on a subset of old errors and veridical feedback on all other trials.
Instead of searching through impossibly large batches of data, Facebook decided to focus on a subset of political ads.
After making assumptions based on a subset of the available data, they proceed without ever testing those assumptions.
A case-control study was performed on a subset of data.
Sleeves to prevent soil-trunk contact were installed around trunks on a subset of deep trees.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com