classified by using

USAGE SUMMARY

"classified by using" is a correct and usable phrase in written English.
It can be used to refer to organizing something by using a specific method or criteria. For example, "The books were classified by using their subjects."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

After being located, vehicle candidates are classified by using a linear SVM classifier [7] with HOG features [8] previously trained with the samples obtained from real road images, and at that point vehicle tracking starts.

EURASIP Journal on Advances in Signal Processing

Once gray code bits and the corresponding weak classifiers parameters are learned, a new patch can be classified by using the sign of (8). Figure 5 Selected gray code bits.

EURASIP Journal on Image and Video Processing

Then, these vector sets were classified by using k-means clustering algorithm to determine the centroid vectors of each classified vector sets, which were to be used in constructing of the CSEVS.

EURASIP Journal on Advances in Signal Processing

The correlation results are classified by using five correlation levels.

Procedia CIRP

Encoded signals were classified by using the Gustafson Kessel (GK) and k-medoids algorithms.

Measurement

51 (1998) 897 936] all σ-moderate solutions were classified by using their fine boundary traces.2 In [M.

Journal of Functional Analysis

Nevertheless, some elementary types of nonlinear behavior of control systems can be classified by using normal forms.

IFAC Proceedings Volumes

To illustrate this innovative approach, a selected corpus was classified by using the shape-grammar schema with the support of knowledge extraction tools.

Journal of Cultural Heritage

In this study, general slope factors were analyzed and classified by using a decision tree algorithm to evaluate the validity of the Korean slope database.

Engineering Geology

It is important to understand, however, that a species cannot be classified by using one criterion alone; it is essential for the scientist doing the assessment to consider all five criteria when determining the status of the species.

Encyclopedia Britannica

And then, pixels are classified by using the SVM method.

EURASIP Journal on Wireless Communications and Networking

Expert writing Tips

Best practice

When writing technical documentation, be specific about the criteria or method used for classification to enhance clarity. For example, instead of saying "The data was classified by using a certain method", specify the method: "The data was classified by using k-means clustering."

Common error

Avoid using "classified by using" without clearly stating the classification method. This can leave the reader unsure of the basis for categorization. Always specify the criteria or method immediately after the phrase for better understanding.

Linguistic Context

The phrase "classified by using" functions as a verbal phrase indicating the method or criteria employed for categorization. According to Ludwig AI, this phrase is both correct and widely applicable, denoting a process where items are sorted or grouped according to specific parameters.

Expression frequency: Very common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, the phrase "classified by using" is a grammatically sound and frequently employed expression, primarily within scientific and technical domains. Ludwig AI affirms its correctness and utility in describing categorization processes. While the phrase is common, it's important to provide specific details regarding the method or criteria to avoid ambiguity. For enhanced clarity and stylistic variation, consider alternatives such as "categorized by means of" or "grouped according to". Overall, this phrase serves as a functional tool for conveying precise information about classification methods.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

categorized by means of

This alternative replaces "using" with "by means of", emphasizing the method employed.

sorted via

This option uses "sorted" instead of "classified" and "via" instead of "by using", suggesting a more streamlined process.

grouped according to

This phrase focuses on the act of grouping based on a specific criterion.

organized through

This alternative uses "organized" instead of "classified" and "through" instead of "by using", implying a structured arrangement.

categorized utilizing

This swaps "by using" for "utilizing", keeping categorize but sounding more technical.

arranged with the help of

This option emphasizes the assistance provided by a particular method in the arrangement process.

divided based on

This alternative focuses on the division aspect of classification, highlighting the criteria for division.

assorted by virtue of

This option replaces "classified" with "assorted" and "by using" with "by virtue of", indicating a characteristic that necessitates the sorting.

separated according to

Similar to 'divided based on', this highlights the separation aspect of classification based on criteria.

indexed employing

This suggests a formal indexing or cataloging process using a specific tool or technique.

FAQs

How can I rephrase "classified by using" to sound more formal?

For a more formal tone, you can substitute "classified by using" with phrases like "categorized by means of", "sorted via", or "grouped according to". These alternatives, while similar in meaning, often lend a more professional feel to the writing.

What are some common methods that items are "classified by using"?

Items can be classified by using various methods, such as algorithms, established standards, or specific criteria. For example, data can be classified by using a machine learning algorithm, documents can be classified by using a specific style guide, or species can be classified by using a taxonomic key.

Is there a difference between "classified by using" and "categorized by using"?

The phrases "classified by using" and "categorized by using" are largely interchangeable. Both convey the idea of sorting or grouping items based on a particular method or set of criteria. The choice between them often comes down to stylistic preference.

How to use "classified by using" in a sentence?

You can use "classified by using" to explain the process in which something is sorted, such as "The survey responses were classified by using demographic information" or "The books were classified by using their genre".