classifying data

USAGE SUMMARY

The phrase "classifying data" is correct and usable in written English.
You can use it when discussing the process of organizing or categorizing information based on specific criteria. Example: "The researchers focused on classifying data to identify patterns and trends in the study."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

32 human-written examples

Table 1 Descriptions of the classifying data sets Data sets No. of features No. of classes No. of training No. of testing Attribute Sources Double-moon 2 2 200~2000 4000 Balance Artificial Twist 2 2 200~2000 4000 Balance Artificial Heart 13 2 73 230 Imbalance UCI IS 19 7 210 2100 Balance UCI VC 18 4 424 422 Imbalance UCI.

EURASIP Journal on Advances in Signal Processing

While most of the state-of-the-art classification approaches need input data to have the same size, the LNBNN classifier permits classifying data with different sizes of the feature vector.

Vietnam Journal of Computer Science

SVM has been proved to be one of the best classifiers for classifying data in the area of "high dimensionality and small sample size" [ 36, 37].

BioMed Research International

Machines can clearly help to monitor the practice of classifying data.

MIT Technology Review

The act of classifying data streams is widely studied in the literature over the last decade.

Journal of King Saud University - Computer and Information Sciences

Information extraction — or automatically classifying data items stored as plain text — is thus a major topic of artificial-intelligence research.

Massachusetts Institute of Technology

Human-verified similar examples from authoritative sources

Similar Expressions

28 human-written examples

The set of features is used then with SVM classifier to classify data.

Vietnam Journal of Computer Science

"It's asking humans to do pattern-recognition in oder to classify data.

The Guardian - Tech

It accused embassy officials of allegedly downloading classified data from the transmitter using palm-top computers.

The Guardian

During the campaign, Trump relentlessly attacked Hillary Clinton for having classified data on a private email server.

The Guardian

If Ahmad uses evidence gathered by intelligence agencies in a public trial, she risks revealing sources and classified data.

The New Yorker

Expert writing Tips

Best practice

When writing about data, specify the criteria used for "classifying data" to ensure clarity and avoid ambiguity. For example, state whether you are "classifying data" by type, source, or relevance.

Common error

Avoid using the phrase "classifying data" without context. Always explain the purpose and method of the classification to give the reader a clear understanding of the process and its significance.

Linguistic Context

The phrase "classifying data" functions as a gerund phrase, often acting as a noun within a sentence. It describes the process of organizing or categorizing information. Examples in Ludwig show it used as a subject or object of a sentence.

Expression frequency: Common

Frequent in

Science

58%

News & Media

25%

Academia

17%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "classifying data" is a gerund phrase denoting the action of organizing information into categories. Ludwig AI confirms its grammatical correctness and common usage across scientific, news, and academic contexts. While alternatives like "data classification" exist, the choice depends on the desired grammatical role. To use it effectively, specify the criteria and purpose of the classification to avoid ambiguity. Remember to consider the context, as its formality is more suited to academic and professional settings. By considering these aspects, you can ensure clear and precise communication about data organization.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

data classification

Uses the noun form instead of the gerund, creating a more concise and direct expression.

categorizing data

Employs a different verb with a similar meaning, emphasizing the act of putting data into categories.

data organization

Focuses on the arrangement and structure of data, rather than the act of classification.

grouping data

Highlights the process of forming groups or clusters of data based on shared characteristics.

sorting data

Implies arranging data in a specific order, often based on a defined criterion.

data analysis

Encompasses a broader scope, including examining and interpreting data, not just classifying it.

information classification

Broader scope than data, referring to the classification of any type of information.

tagging data

Suggests assigning labels or tags to data for identification and categorization.

indexing data

Implies creating an index to facilitate efficient retrieval and organization of data.

data mining

Refers to the process of discovering patterns and insights from large datasets, which may involve classification.

FAQs

How is "classifying data" used in research?

"Classifying data" in research involves organizing information into categories based on shared attributes or criteria. This allows researchers to identify patterns, draw conclusions, and make comparisons, enhancing the analytical process.

What are some techniques for "classifying data" effectively?

Effective techniques for "classifying data" include clustering algorithms, decision trees, and support vector machines (SVMs). Each method offers different advantages depending on the dataset's characteristics and the specific goals of the analysis. You could also consider alternative methods like "categorizing data".

Which is more appropriate, "classifying data" or "data classification"?

Both "classifying data" and "data classification" are correct, but they serve different grammatical roles. "Classifying data" is a gerund phrase, acting as a verb, while "data classification" is a noun phrase, referring to the process itself. Use "data classification" when referring to it as a concept or field, and "classifying data" when describing the action.

What's the difference between "classifying data" and "analyzing data"?

"Classifying data" involves organizing data into distinct groups or categories, whereas "analyzing data" is a broader term that encompasses examining data to draw conclusions, identify trends, and gain insights. "Analyzing data" often follows the classification step.