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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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classify by

Grammar usage guide and real-world examples

USAGE SUMMARY

'classify by' is correct and usable in written English.
It is used to sort information or objects into groups based on a specific characteristic. For example: "We need to classify the data by geographical region."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

22 human-written examples

On the basis of similarity networks, we could classify BY kinases into three main groups with 14 subgroups.

This is to classify by MDR classifier, to analyze possible gene-gene interactions associated with hypertension.

Why does the E.P.A. classify by interior volume?

News & Media

The New York Times

Many variants remain difficult to classify by traditional genetic methods.

Sampled 12 streams 15 times each; classify by TDS category.

Take such objects as emeralds, which we classify by using the predicate "green".

Science

SEP
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Human-verified similar examples from authoritative sources

Similar Expressions

37 human-written examples

This means that athletes cannot be internationally classified by classifiers from their own respective country.

Remaining points are classified by the trained classifier.

Science

Plosone

"Classified by who?

News & Media

The New York Times

These solid products are classified by size.

Classified By: Anne W. Patterson, for reasons 1.4(b)(d).

News & Media

The Guardian
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Expert writing Tips

Best practice

When using "classify by", ensure that the criteria for classification are clearly defined and consistently applied. This avoids ambiguity and ensures the classification is meaningful.

Common error

Avoid using subjective or poorly defined criteria when using "classify by". Always use objective, measurable attributes to ensure clarity and accuracy.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

85%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "classify by" functions as a verb phrase indicating a method of categorization. It describes the action of grouping items based on a specific criterion. Ludwig examples show its use across various domains.

Expression frequency: Common

Frequent in

Science

60%

News & Media

30%

Encyclopedias

10%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "classify by" is a common and grammatically sound method for expressing categorization based on specific criteria. As Ludwig AI confirms, it’s a straightforward way to explain how items are organized. While "classify by" is appropriate in most contexts, it's crucial to define classification criteria clearly to avoid ambiguity. Alternatives such as ""categorize by"" or "sort by" can add nuance. Remember, clear criteria are key to effective classification.

FAQs

How to use "classify by" in a sentence?

Use "classify by" to indicate the criteria used for categorizing items. For example, "We can "categorize by" size, color, or material depending on the application."

What can I say instead of "classify by"?

You can use alternatives like ""categorize by"", "group by", or "sort by" depending on the specific nuance you want to convey.

Which is correct, "classify by" or "classify according to"?

"Classify by" and "classify according to" are both correct, but "classify by" is more concise. "Classify according to" provides a slightly more formal tone.

What's the difference between "classify by" and "characterize by"?

"Classify by" is used to sort items into groups based on shared characteristics, while "characterise by" describes the prominent features or qualities that define something.

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Source & Trust

85%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: