classifying with

USAGE SUMMARY

The phrase "classifying with" is correct and usable in written English.
It can be used when discussing the act of categorizing or organizing items or information in conjunction with something else. Example: "The researchers are classifying with the help of advanced algorithms to improve data accuracy."

✓ Grammatically correct

Science

Encyclopedias

News & Media

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

Templated mesoporous carbons are reviewed by focusing on their syntheses and applications by classifying with the template used because the resultant mesoporous carbon have their own characteristics in their pore structures depending on the template used.

Carbon

For this aim, before classifying with CVANN, PCA method was used for feature extraction in PCA-CVANN architecture and FCM algorithm was used for data set reduction in FCM-CVANN architecture.

Computers in Biology and Medicine

The method gave very high performance classifying, with the best set of features, provided by the two parameters of the new model, 93.3% of the examined subjects in agreement with the preclassification, provided by percentage difference of sway between eyes open and eyes closed conditions and computed over the area of the 95% confidence ellipse.

Human Movement Science

On the other hand, Yu et al. [20] present a set of experiments to evaluate the effect of view angle on gait recognition, using the GEI images as features and classifying with Nearest Neighbors.

EURASIP Journal on Image and Video Processing

However, given the considerable genetic diversity among the isolates classifying with M. ruminalis will be referred too, as M. ruminalis-like organisms.

Acta Veterinaria Scandinavica

Applying, on the microarray data, the same classification algorithm and internal cross validation as before, showed that the genes were not able toconsistently classify samples according to tissue type (error rates were over 50% when classifying with all 10 genes, the six discriminatory genes (see Additional file 5 ), or with our optimal 4-gene classifier (SIRT1,CREBBP,HDAC5 and PCAF)).

BMC Genomics

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Classified with the trained classifiers, the vehicle colors were determined in the following steps.

EURASIP Journal on Image and Video Processing

Finally, the test image is classified with the trained SVM classifier.

EURASIP Journal on Advances in Signal Processing

Each title and abstract from the test set was classified with each one of these classifiers.

Journal of Cheminformatics

They were formerly classified with the sunbirds (family Nectariniidae).

Britannica

Patients were classified with regard to BMI and treatment protocol.

American Journal of Obstetrics and Gynecology

Expert writing Tips

Best practice

When using "classifying with", ensure that the context clearly indicates the basis or criteria being used for the classification. For example, "classifying with specific algorithms" provides more clarity than simply "classifying with methods".

Common error

Avoid using "classifying with" in situations where the classification criteria are vague or undefined. This can lead to ambiguity and weaken the effectiveness of your communication.

Linguistic Context

The phrase "classifying with" typically functions as part of a verb phrase, indicating the action of categorization alongside the tool, method, or criterion being used. Ludwig examples show it connecting a subject with the means of classification. Ludwig AI validates its correct usage.

Expression frequency: Uncommon

Frequent in

Science

66%

Encyclopedias

16%

News & Media

16%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "classifying with" is grammatically correct and serves to describe the process of categorization alongside the specific methods or tools utilized. Ludwig AI confirms that the phrase is accurate and applicable in various contexts. Predominantly used in scientific and academic writing, it specifies how a classification is performed. To ensure clarity, always specify the criteria or methods when using this phrase. Consider alternatives such as "categorizing with" or "grouping with" depending on your specific needs. Despite its relatively low frequency, its proper application enhances precision in academic and technical discourse.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

categorizing with

Emphasizes the action of placing something into a category.

grouping with

Focuses on the act of assembling items into a group.

sorting with

Suggests arranging items in a specific order or manner.

associating with

Highlights the connection or relationship between items.

aligning with

Implies positioning items in agreement or correspondence.

categorizing alongside

Adds the nuance of placing items side-by-side within a category.

organizing in conjunction with

Highlights the structured arrangement of items together with something else.

lumping together with

Suggests combining items into a single, often less differentiated, group.

placing in the same class as

Focuses on the act of assigning something to a particular classification.

considering as part of

Implies regarding something as belonging to a specific group or category.

FAQs

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

You can use "classifying with" to describe the method or criteria used to categorize items. For example, "The data was classified with machine learning techniques".

What are some alternatives to "classifying with"?

Alternatives include "categorizing with", "grouping with", or "sorting with", depending on the specific context.

Is it more appropriate to say "classified by" or "classifying with"?

The choice depends on the sentence structure. "Classified by" is used when indicating the agent performing the classification (e.g., "The samples were classified by the researchers"). "Classifying with" describes the method used (e.g., "The samples were classified with advanced software").

What does it mean to classify something?

To classify means to assign something to a category or group based on shared characteristics or criteria. This can be achieved through various means, as in "classifying with specific methods".