classify based on

USAGE SUMMARY

The phrase "classify based on" is correct and usable in written English.
You can use it when discussing the criteria or categories used to sort or organize information or items. Example: "We will classify based on the age and size of the specimens."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

7 human-written examples

And there is no Supreme Court precedent subjecting laws that classify based on sexual orientation to the rigorous judicial scrutiny that has been applied to classifications based on race or sex.

The New York Times

The laterites used in the Koh Ker monuments are difficult to classify based on their appearance.

Heritage Science

Classes like bus, semi, and motorcycle were not included because they are relatively easy to classify based on their size.

EURASIP Journal on Image and Video Processing

The plaintiffs also make a persuasive case that laws which pertain to gays and lesbians should be considered under heightened scrutiny, a more searching form of legal review that courts have historically used when considering laws which classify based on race, sex and national origin.

Huffington Post

We identified a multi-gene STS predictor, reproduced for the first time in multiple independent gene expression datasets, and in routinely collected paraffin tissue, which could serve as an aid to standard histopathologic methods, especially in the diagnosis of pleomorphic tumors that are impossible to classify based on state of the art histopathology.

Plosone

The system just has to try to classify based on a set of often quite different exemplars that are not transforms of each other.

Biological Cybernetics

Human-verified similar examples from authoritative sources

Similar Expressions

53 human-written examples

Those with missing data on one variable were classified based on the other.

BMJ Open

As the feature space is one dimensional, this method simply classifies based on a single threshold.

Plosone

These absorbents can be classified based on their characteristics of recyclability into irreversible and reversible ones.

Petroleum Science

Insulin preparations may be classified based on their duration of action and expediency of onset.

Encyclopedia Britannica

Subdural hematomas are often classified based on their acuity into acute, subacute, and chronic subtypes.

Encyclopedia Britannica

Expert writing Tips

Best practice

When using "classify based on", ensure that the criteria for classification are clearly defined and relevant to the context.

Common error

Avoid using "classify based on" without specifying clear criteria. Vague criteria make the classification meaningless and confusing for the reader.

Linguistic Context

The phrase "classify based on" functions as a verb phrase indicating a method of categorization. It emphasizes the criteria used to group items or concepts, as evidenced by Ludwig examples.

Expression frequency: Uncommon

Frequent in

Science

57%

News & Media

28%

Encyclopedias

14%

Less common in

Formal & Business

0%

Social Media

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "classify based on" is a grammatically sound and relatively common construction used to denote categorization according to specific criteria. Ludwig AI validates its correct usage in diverse contexts, predominantly within scientific and news-related domains. It’s advisable to specify the classification criteria clearly to avoid ambiguity. Consider alternatives like "categorize according to" or "sort by" for stylistic variation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

categorize according to

Focuses on the act of assigning categories, which is a direct synonym.

group by

Emphasizes the process of forming groups based on shared characteristics.

sort by

Highlights the arrangement of items in a specific order following defined criteria.

arrange by

Implies a systematic placement of items following rules.

distinguish by

Highlights the criteria to make distinctions between the items.

differentiate based on

This emphasizes the act of distinguishing between items using specified criteria.

separate according to

This suggests a more distinct division based on the stated criteria.

compartmentalize by

This suggests placing items into separate, defined compartments or categories.

index by

This suggests organizing items to create an index based on the criteria.

tabulate based on

This implies organizing data into a table based on specific parameters.

FAQs

How can I use "classify based on" in a sentence?

Use "classify based on" to indicate the criteria used for categorization, for example, "We will "classify based on" the size and age of the specimens."

What are some alternatives to "classify based on"?

You can use alternatives like "categorize according to", "sort by", or "group by" depending on the context.

Is it correct to say "classified by" instead of "classify based on"?

Yes, "classified by" is a shorter and often interchangeable alternative to "classify based on", although the latter is more explicit about the criteria.

What's the difference between "classify based on" and "categorize based on"?

While very similar, "categorize based on" and ""classify based on"" are nearly synonymous. "Classify" can sometimes imply a more formal or scientific approach to grouping.