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data-set
This term is primarily used in technical, scientific, and computational contexts. It refers to the specific body of information being analyzed, distinguishing the curated collection from the raw data itself. In machine learning, it is common to divide a single data-set into subsets, such as training, validation, and test sets, to ensure model accuracy.
While "data" is often treated as an uncountable mass noun in general English, "data-set" is a distinct countable entity. It describes the container or the structured organization of the information rather than the information itself.
Meanings
Examples
The researcher spent months cleaning the data-set to remove duplicates.
We need a larger data-set to improve the accuracy of the model.
I wonder if this data-set contains enough edge cases for testing.
Please upload the training data-set to the cloud server by noon.
The data-set was split into training and validation sets.
The government released a public data-set regarding census demographics.
The government released a public data-set regarding census demographics.
This specific data-set is too biased to be used for a fair analysis.