Used and loved by millions

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 quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

MitStanfordHarvardAustralian Nationa UniversityNanyangOxford

are categorised based on

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "are categorised based on" is correct and usable in written English.
It can be used when describing how items or concepts are grouped or classified according to specific criteria or characteristics. Example: "The animals in the zoo are categorised based on their natural habitats, such as rainforest, savannah, and desert."

✓ Grammatically correct

Science

News & Media

Biologically Inspired Cognitive Architectures

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

After learning, new items are categorised based on a Pearson measurement comparing the firing behaviour of the second subnet on trained items, and the test item.

However, ML algorithms are categorised based on the desired outcome of the algorithm.

The isoforms of Monoamine Oxidase (A and B) are categorised based on their substrate preference and inhibitor selectivity.

Furthermore, marketplaces are categorised based on their ownership, which can be (a) private, i.e., owned by a single company (seller or buyer); (b) consortia-based, i.e., owned by a small number of companies (seller or buyer); and (c) independent, i.e., the marketplace is run as a platform without any connection to sellers or buyers.

22 Recommendations are categorised based on control status.

Science

BMJ Open

Births are categorised based on whether an elective caesarean section or induction of labour has been performed, and among the remaining 'non-elective births', acute caesareans were registered.

Science

BMJ Open
Show more...

Human-verified similar examples from authoritative sources

Similar Expressions

52 human-written examples

The data was categorised based on personal and professional qualities.

Tumours can be categorised based on their stromal architecture into tumour vessel and stromal vessel phenotypes, and the phenotypes have been suggested to define tumour response to chronic treatment with a VEGFR2 antibody.

Data were then summarised further and questions were categorised based on the multicriteria framework introduced above.

The results were categorised based on the case company's software process, business functions and software engineering.

Thus, statistical prediction is categorised based on the assumptions about the existence or non-existence of an underlying stochastic source, see [19,20,23,29].

Show more...

Expert writing Tips

Best practice

When using "are categorised based on", ensure the criteria for categorisation are clearly defined to avoid ambiguity. Be specific about the properties or attributes used for grouping.

Common error

Avoid using "are categorised based on" without explicitly stating the basis for categorisation. Unclear criteria can lead to confusion and invalidate the categorisation process. For example, instead of saying "items are categorised based on importance", specify what determines importance.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "are categorised based on" functions as a descriptive term, specifying the criteria by which items or concepts are classified. It signifies a method of organization according to particular attributes, as Ludwig AI confirms.

Expression frequency: Uncommon

Frequent in

Science

75%

News & Media

13%

Formal & Business

12%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "are categorised based on" is grammatically correct and serves to describe how items or concepts are grouped. According to Ludwig AI, it’s frequently used in scientific literature but less common in casual conversation. The phrase indicates a systematic classification process where specific criteria determine the groupings. Alternatives include "are classified according to" and "are grouped according to". A key writing tip is to ensure the criteria are clearly defined to avoid ambiguity. Common errors involve vague categorisation. The phrase sees the most use in science, news, and business contexts. Therefore, clarity and precision should be prioritized when employing "are categorised based on".

FAQs

What does "are categorised based on" mean?

It means that items, concepts, or entities are grouped or classified according to specific criteria, characteristics, or rules. This indicates a systematic way of organizing information.

What can I say instead of "are categorised based on"?

You can use alternatives like "are classified according to", "are grouped according to", or "are divided by" depending on the specific context.

How to use "are categorised based on" in a sentence?

For example: "The books in the library are categorised based on genre." This means the books are grouped according to their literary types, such as fiction, non-fiction, or poetry.

Which is correct, "are categorised based on" or "are categorized by"?

Both phrases can be correct, but they have slightly different nuances. "Are categorised based on" implies the use of specific criteria, while "are categorized by" simply indicates the method of categorization. The choice depends on the intended emphasis.

ChatGPT power + Grammarly precisionChatGPT power + Grammarly precision
ChatGPT + Grammarly

Editing plus AI, all in one place.

Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: