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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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maximum relevance to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "maximum relevance to" is correct and usable in written English.
It can be used when discussing the importance or significance of something in relation to a specific context or subject matter. Example: "The research findings have maximum relevance to current environmental policies."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

11 human-written examples

The maximum relevancy minimum redundancy (mRMR) method [ 14] is used to rank features based on the criterion of maximum relevance to the target and the minimum redundancy between features.

The results show that, when considering the amount of information exchange between the left and right hemispheres, theta bands exhibited minimal redundancy and maximum relevance to the task at hand when extracted from symmetric frontal, parietal, and occipital regions while alpha dominated in the frontal and parietal regions and beta dominating mainly in the occipital and temporal regions.

A "good" feature is defined as one that has the best trade-off between maximum relevance to target and minimum redundancy within the features.

Science

Plosone

SU lists the ranked 256 features with the maximum relevance to the class of samples.

A smaller index of a feature denotes that it has a better trade-off between maximum relevance to the target and minimum redundancy to the features.

The combination of quantitative and qualitative methods will allow a more robust analysis [ 36] and provide multidimensional answers of maximum relevance to the research questions [ 37- 39].

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Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

According to the Maximum Relevance criterion, the feature to be selected should have the maximal correlation with the class variable; while according to the Minimum Redundancy criterion, the feature to be selected should have minimal redundancy to the already selected features.

Science

Plosone

They chose genes with maximum relevance with respect to the class variable and the maximum positive interaction between different genes.

MRMR, known as Minimum Redundancy Maximum Relevance, however, attempts to detect those redundant subsets, find them out, and delete them.

We also selected genes with maximum relevance with respect to the class variable (i.e., the depended degree of a single gene), while we chose gene pairs with maximum relevance with respect to the class variable rather than maximum positive interaction between the genes, since the maximum positive interaction between two genes may counteract the depended degree of a single gene.

The Minimum Redundancy Maximum Relevance (MRMR) approach to supervised variable selection represents a successful methodology for dimensionality reduction, which is suitable for high-dimensional data observed in two or more different groups.

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Expert writing Tips

Best practice

When using "maximum relevance to", ensure that the context clearly defines what the subject is relevant to. Specificity enhances clarity and impact.

Common error

Avoid using "maximum relevance to" without providing concrete evidence or examples of the relevance. Overuse can dilute the impact of the statement.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

83%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "maximum relevance to" functions as a prepositional phrase that modifies a noun or clause. It indicates the highest degree of importance or applicability of something in relation to something else. As evidenced by Ludwig's examples, it's frequently used to highlight the importance of research findings or methods.

Expression frequency: Uncommon

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "maximum relevance to" is a prepositional phrase used to emphasize the highest degree of importance or applicability, particularly within scientific or formal contexts. Ludwig's analysis reveals that it is considered grammatically correct and serves to highlight significant connections between subjects. While "maximum relevance to" might not be the most common phrase, it adds a tone of strong importance to your writing, especially in technical or academic fields. Remember to use this expression when you need to emphasize a paramount connection between ideas.

FAQs

How can I use "maximum relevance to" in a sentence?

Use "maximum relevance to" to emphasize that something is highly important or applicable in a particular context. For example, "The study has "highest relevance to" current policy debates".

What are some alternatives to saying "maximum relevance to"?

You can use alternatives such as "greatest significance for", "utmost importance to", or "most applicable to", depending on the specific nuance you want to convey.

Is it better to use "maximum relevance to" or "high relevance to"?

"Maximum relevance to" suggests the highest degree of importance or applicability, while "high relevance to" indicates a significant but potentially lesser degree. The choice depends on the specific context and the strength of the connection you want to emphasize.

In what contexts is "maximum relevance to" most appropriate?

"Maximum relevance to" is often used in formal, academic, or professional settings where precise and impactful language is valued. It is suitable when you want to highlight the critical connection between two subjects.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: