classified using

USAGE SUMMARY

The phrase "classified using" is correct and usable in written English.
It can be used when describing the method or criteria by which something is categorized or organized. Example: "The documents were classified using a color-coded system to enhance retrieval efficiency."

✓ Grammatically correct

Science

Academia

News & Media

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

Normal and epileptic EEG signals were classified using linear classifier.

BioMed Research International

The extracted feature vectors are classified using a SVM classifier.

Clinical Neurophysiology

New examples are then classified using the trained classifier.

Bioinformatics

Further, the patent is classified using national and international classifications.

Nature

OTUs were classified using the Greengenes 16S rRNA reference database.

Nature

Results were classified using complex-valued artificial neural network (CVANN).

Computers in Biology and Medicine

TES systems are classified using different types of criteria.

Energy

So far, approximately 100,000 individual images have been classified using Peekaboom, von Ahn says.

MIT Technology Review

Sequences were classified using the mothur version of the RDP Bayesian classifier45.

Nature

Approximately 5000 particles were manually picked and classified using reference-free 2D classification36.

Nature

Eukaryotic zOTUs are also taxonomically classified using the Protist Ribosomal Reference database (PR2 25.

Nature

Expert writing Tips

Best practice

When using "classified using", ensure that the method or criteria for classification are clearly stated to avoid ambiguity.

Common error

Avoid using "classified using" without specifying the classification method; this can leave the reader wondering how the classification was performed. Be explicit about the criteria employed.

Linguistic Context

The phrase "classified using" functions as a verb phrase acting as a descriptive modifier. It specifies the method, tool, or criteria employed to categorize or sort entities. As Ludwig AI highlights, it indicates the means by which a classification is achieved.

Expression frequency: Very common

Frequent in

Science

50%

Academia

30%

News & Media

20%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "classified using" is a grammatically sound and frequently used phrase to describe the method by which something is categorized. Ludwig AI confirms its correctness and usability. It is most commonly found in scientific and academic contexts, where precision in describing methodologies is crucial. When using this phrase, it's essential to clearly state the specific criteria or tools employed for classification to ensure clarity. Alternatives like "categorized by" or "sorted based on" can be used, but "classified using" is especially effective when emphasizing the specific methodology involved.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

categorized by means of

This alternative emphasizes the tools or methods employed for categorization.

grouped according to

This suggests a structured grouping based on predefined criteria.

sorted based on

This implies a systematic arrangement following specific guidelines.

organized via

Similar to "by means of", but focuses on the organizational structure.

arranged utilizing

Highlights the use of a specific tool or method in the arrangement process.

divided with respect to

Indicates a division based on a particular aspect or characteristic.

separated by way of

Implies a clear distinction and separation based on a defined method.

indexed under

Suggests a structured indexing system for categorization.

labeled according to

This indicates the act of assigning labels based on a specific system or standard.

identified through

Focuses on the identification process leading to classification.

FAQs

How can I use "classified using" in a sentence?

You can use "classified using" to describe the method or system by which items are categorized. For instance, "The data was "classified using" a new algorithm."

What are some alternatives to "classified using"?

Alternatives include "categorized by", "grouped according to", or "sorted based on", depending on the specific context.

Is it better to say "classified by" or "classified using"?

Both "classified by" and "classified using" are grammatically correct, but "classified using" emphasizes the tool, method, or criteria employed in the classification process. "Classified by" is more general.

What's the difference between "classified using" and "identified through"?

"Classified using" implies a structured categorization process, while "identified through" suggests a method of recognition or discovery. For example, species might be "classified using" genetic markers, but diseases are "identified through" symptoms.