according to a classification

USAGE SUMMARY

The phrase "according to a classification" is correct and usable in written English.
It can be used when referring to information or data that is organized or categorized based on a specific system or criteria. Example: "According to a classification of species, this animal belongs to the mammal category."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

6 human-written examples

According to a classification that estimated the risk of aggressive behavior, five of nine cases showed high-risk tumors, including the present case.

Surgical Case Reports

Geographic information in the CPS is reported by place of residence according to a classification system of "statistical areas" based on population density and commuting patterns.

IZA Journal of Labor Policy

According to a classification proposed by UNECE (United Nations Economic Commission for Europe) [49], there are three main types of data sources that can be viewed as big data: human sourced (e.g., blog comments), process mediated (e.g., banking records), and machine generated (e.g., sensor measurements), cf. Table 4 for a summary.

Data Science and Engineering

The 26 genes encoding proteins with discernible functions were assigned to functional categories according to a classification scheme adapted from Riley [ 19].

BMC Genomics

The annual frequency of ICD-9 codes was also reported according to a classification proposed by Cherkin and colleagues, which is based on clinical categories of mechanical low back problems [ 23].

BMC Musculoskeletal Disorders

3 The baby's ethnicity in the NN4B data set is coded according to a classification devised for use in the Census of Population and other official records from 1991 onwards and updated for subsequent censuses.

BMJ Open

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

In a Dutch colon cancer study, further subdivision of comorbidity according to a modified Charlson classification did not improve the interpretation of comorbidity data (Lemmens et al, 2005).

British Journal of Cancer

Cases were classified according to the FAB classification and showed an initial percentage of circulating blasts more than 80%.

Cell Death and Disease

When considered according to COO classification a consistent trend toward better outcome with high polarized immune response score was observed across all three categories.

Genome Medicine

According to a recently proposed classification of coping, this family describes the avoidance or escape from a non-contingent environment [ 18].

BMC Musculoskeletal Disorders

F. tularensis is regarded as a category A biological agent according to the classification of the CDC Centers for Disease Control and Preventionn, Atlanta, GA, USA).

BMC Infectious Diseases

Expert writing Tips

Best practice

When using "according to a classification", ensure the classification system is clearly defined or referenced for clarity.

Common error

Avoid stating something is true "according to a classification" without specifying which classification is being used. This can lead to confusion and weaken your statement.

Linguistic Context

The phrase "according to a classification" functions as a prepositional phrase that introduces a statement or finding that is based on a specific system of categorization. This phrase typically modifies a verb or noun, indicating the origin or basis of the information. Ludwig AI provides examples from various scientific papers and reports confirming this function.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Encyclopedias

0%

Ludwig's WRAP-UP

The phrase "according to a classification" is a prepositional phrase used to attribute information to a specific categorization system. Ludwig AI analysis indicates it is grammatically correct and frequently appears in formal writing, particularly in scientific and academic contexts. It's important to ensure that the classification being referenced is clear to avoid ambiguity. Alternative phrases like "based on a categorization" or "in line with a classification" can provide variety while maintaining clarity and context.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

based on a categorization

Replaces "according to" with "based on", emphasizing the foundation of the classification.

as per a classification system

Uses "as per" to indicate adherence to a defined classification system.

following a classification

Emphasizes the act of adhering to a classification.

in accordance with a classification

Uses a more formal tone to indicate agreement with a classification.

pursuant to a classification

Introduces a legal or official tone, implying a structured application of the classification.

under a classification scheme

Focuses on the framework or scheme of the classification.

by means of a classification

Highlights the classification as the tool or method used.

utilizing a classification framework

Stresses the active use of a structured classification framework.

with reference to a classification

Indicates that the classification is being used as a point of reference.

in line with a classification

Highlights that something is consistent with a classification.

FAQs

How can I rephrase "according to a classification" for variety?

You can use alternatives like "based on a categorization", "as per a classification system", or "in line with a classification" depending on the context.

What does "according to a classification" imply about the information?

It indicates that the information is organized and categorized based on a specific system or criteria, not necessarily a universally accepted truth.

Is it always necessary to specify the classification when using "according to a classification"?

While not always mandatory, specifying the classification enhances clarity and credibility, especially in academic or professional contexts.

How formal is the phrase "according to a classification"?

It is generally suitable for formal and semi-formal contexts, such as academic papers, reports, and professional communications. More informal options are available, such as "based on".