resampling
Intermediate (B1)
IPA: /riːˈsæmplɪŋ/
KK: /ˈriːˌsæmplɪŋ/
noun
Definition
A method or instance of creating a new sample from an existing set of data.
Example
The researchers used resampling to improve the accuracy of their statistical analysis.
Conversation
I was reading about resampling techniques for data analysis yesterday.
Oh really? What did you find interesting about it?
It’s fascinating how resampling can improve the accuracy of predictions.
That sounds useful! I should look into it for my project.
Synonyms & Antonyms
Synonyms
sampling
retesting
subsampling
Antonyms
discarding
ignoring
neglecting
verb
Definition
To take a sample from a set of data again, often to improve accuracy or to analyze the data in a different way.
Example
The researchers are resampling the data to ensure their results are reliable.
Tense Forms
Past: resampled
Past Participle: resampled
Conversation
Have you ever tried resampling your data for better accuracy?
No, I haven't. How does that work?
It's a technique that helps improve your results by adjusting the sample size.
Root Explanation
Resampling → It is formed from "re-" (meaning again) and "sampling" (from the verb "sample", which comes from Old French *essampler*, meaning to take a sample). The word "resampling" means taking a sample again or repeatedly.
Memory Tip
Think of 'again' ('re-') when you take a 'sample' — that's why resampling means taking a sample again.
Visually Confused Words
sampling
sapling
ramping
streamling
preambling