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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

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categorization with

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "categorization with" is correct and usable in written English.
It can be used when discussing the process of classifying or organizing items or information in conjunction with something else. Example: "The categorization with respect to user preferences is essential for improving the recommendation system."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

44 human-written examples

Overall, these tests demonstrate that the category assignment of Categorizer is more accurate than a classical categorization with GO Slim terms and, thereby, underlines the importance of semantic similarity for this task.

MERCURY LOUNGE 217 E. Houston St .(212-260-4700)—June 20: Vic Thrill & The Saturn Missile are an eccentric local act that eludes categorization with giddy dexterity.

News & Media

The New Yorker

With Vetiver, whose "Errant Charm" (Sub Pop) dispels any notion of its lingering "freak folk" categorization with keening, acoustic sincerity.

At 7 30 p.m., Walt Whitman Theater, Brooklyn College, Flatbush and Nostrand Avenues, Flatbush, Brooklyn, (718) 951-4500, brooklyncenter.com; $35 to $75. (Anderson) Vetiver (Friday) Vetiver's "Errant Charm" (Sub Pop) dispelled any notion of its lingering "freak folk" categorization with keening, acoustic sincerity.

I have compared the "unclear/doubtful" categorization with another researcher.

We selected a categorization with a focus on the effects of gamification on learners.

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Human-verified similar examples from authoritative sources

Similar Expressions

16 human-written examples

There was a distributed pattern of training-induced changes associated only with categorization training, with increased activity in the medial regions and decreased activity towards the lateral regions (Fig. 4).

Science

Plosone

This analysis revealed definite differences among gene categorizations with respect to the transcriptional relationship between CR and aging.

The most conspicuous difficulty with the categorization comes with crafts and sculpture.

News & Media

The New York Times

Training improved categorization performance with both sound types, to a near-perfect level with the syllables and to a lower level with the nonphonemic sounds.

Higher income was associated with less fear of hypoglycemia (P < 0.0001), as was white racial categorization compared with nonwhite racial categorizations (P < 0.0001).

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Expert writing Tips

Best practice

When using "categorization with", ensure the relationship between the categories and the associated element is clearly defined to avoid ambiguity. Be specific about what criteria are being used for categorization and how the associated element influences the process.

Common error

Avoid using "categorization with" without specifying the criteria. For instance, saying "categorization with considerations" is vague. Instead, specify the considerations like "categorization with user demographics" for clarity.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "categorization with" functions as a noun phrase followed by a preposition, indicating a process of classification that is performed in conjunction with or taking into account another factor. According to Ludwig AI, this phrase is usable in written English.

Expression frequency: Common

Frequent in

Science

80%

News & Media

15%

Formal & Business

5%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "categorization with" is grammatically correct and commonly used in academic and professional writing, particularly in scientific and technical contexts. It denotes a classification process that considers or incorporates other elements. Ludwig AI confirms its validity and usability. To ensure clarity, specify the criteria used in categorization and how the associated element influences the process. While alternatives such as "classification involving" or "grouping in relation to" exist, "categorization with" remains a concise and effective choice when used appropriately.

More alternative expressions(10)

Phrases that express similar concepts, ordered by semantic similarity:

classification involving

Replaces "categorization" with "classification" and "with" with "involving", slightly changing the focus to the act of classifying.

grouping in relation to

Substitutes "categorization" with "grouping" and rephrases "with" as "in relation to", emphasizing the relational aspect of the grouping.

sorting associated with

Changes "categorization" to "sorting" and "with" to "associated with", highlighting the sorting process and its connection to something else.

arrangement considering

Replaces "categorization" with "arrangement" and "with" to "considering", focusing on the arrangement process while taking something into account.

organization along with

Uses "organization" instead of "categorization" and adds "along with" to emphasize the accompaniment of another element.

classification together with

Emphasizes the joint nature of the classification by using "together with" instead of "with".

categorization in conjunction with

Replaces "with" with "in conjunction with", providing a more formal and emphatic tone.

grouping incorporating

Substitutes "categorization" with "grouping" and "with" with "incorporating", highlighting the inclusion of something within the grouping.

sorting in association with

Changes "categorization" to "sorting" and "with" to "in association with", emphasizing the associative relationship in the sorting process.

arrangement coupled with

Replaces "categorization" with "arrangement" and "with" to "coupled with", emphasizing the close connection between the arrangement and another element.

FAQs

How can I use "categorization with" in a sentence?

You can use "categorization with" to describe a classification process that takes something else into account. For example, "The risk "categorization with" eGFRCKD-EPI was evaluated."

What are some alternatives to "categorization with"?

Some alternatives include "classification involving", "grouping in relation to", or "organization along with" depending on the specific context and nuance you want to convey. Check out the "related phrases" section for a more detailed list.

Is "categorization with respect to" a better alternative to "categorization with"?

The phrase "categorization with respect to" is grammatically correct, but often, just "categorization with" suffices and is more concise. "With respect to" adds a level of formality that may not always be necessary.

What's the difference between "categorization with" and "categorization by"?

"Categorization with" implies that the categorization considers or incorporates something else, while "categorization by" indicates that the categorization is based solely on a specific criterion. For example, "categorization by age" means age is the only factor, whereas ""categorization with" age" suggests other factors are also considered alongside age.

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Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: