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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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maximal relevance to

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "maximal relevance to" is correct and usable in written English.
It can be used in contexts where you want to emphasize the highest degree of relevance or importance to a particular subject or topic. Example: "The research aims to ensure maximal relevance to current industry standards and practices."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

4 human-written examples

Instead of mutual information, generalized correlation is adopted in minimal redundancy maximal relevance to measure the relation between different feature types.

First, generalized correlation rather than mutual information is employed in minimal redundancy maximal relevance to determine what feature types contribute to a specific class, thereby enhancing the interpretability of features.

Information Technology and Business Skills for Competitive Advantage in the Global Economy For maximal relevance to today's 21st century information-based economy, it is increasingly necessary for new workers, re-trainees, and displaced workers to obtain information technology and business skills.

News & Media

Huffington Post

For our regionalization analysis, we chose definitions of geographic regions that have maximal relevance to biodiversity yet are coarse-scaled enough to average over errors and uncertainty in more fine-scaled input data on energy resource availability and demand.

Science

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

56 human-written examples

We applied a widely used [ 37– 39] mutual information based method, mRMR (minimal Redundancy Maximal Relevance) [ 40], to rank the SNPs.

We used the minimum redundancy maximal relevance (mRMR) method to rank the importance of the features [ 26].

But neither optimal nor maximal relevance requires the speaker to minimize processing cost.

Science

SEP

Consequently the Principle of Maximal Relevance cannot be used to account for specific particularized implicatures.

Science

SEP

To obtain the feature f t in Ω t with the maximal relevance for the target c and the minimal redundancy relative to the features in Ω s, the mRMR function is defined as (8) f t = max f j ∈ Ω t ⁡ M I f j, c − 1 m ∑ f i ∈ Ω s M I f j, f i, j = 1,2, …, n.

Hence, to attain an optimal feature subset of minimal redundancy and maximal relevance, a heuristic strategy named incremental feature selection [ 31, 32] is adopted for the search of feature subset.

Here we use two methods to solve this problem: DX score [ 33] and minimum redundancy maximal relevance (mRMR) [ 35].

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Expert writing Tips

Best practice

When using the phrase "maximal relevance to", ensure the context clearly defines what the subject is maximally relevant to. This provides clarity and strengthens the impact of the statement.

Common error

Avoid using "maximal relevance to" when a weaker term like "relevant to" or "important to" would suffice. Overusing strong language can diminish its impact and credibility.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

88%

Authority and reliability

3.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "maximal relevance to" functions as a prepositional phrase that modifies a noun or noun phrase, indicating the highest degree of connection or applicability. Ludwig AI's analysis of existing literature confirms this usage.

Expression frequency: Rare

Frequent in

Science

75%

News & Media

25%

Formal & Business

0%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "maximal relevance to" is a grammatically sound construction used to emphasize the highest degree of connection or applicability. Ludwig AI confirms its correctness and notes its use primarily in scientific and formal contexts. While not extremely common, it serves to highlight the critical importance of a subject. When using this phrase, ensure the context clearly defines what is being connected to achieve maximal clarity and impact.

FAQs

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

You can use "maximal relevance to" to emphasize the highest degree of importance or applicability a topic has to a specific subject. For example, "The research aims to ensure "maximal relevance to" current industry standards".

What are some alternatives to "maximal relevance to"?

Alternatives include "utmost relevance for", "highest importance to", or "critical importance to" depending on the desired emphasis.

Is "maximal relevance to" formal or informal?

"Maximal relevance to" is suitable for formal and academic contexts. In informal settings, simpler phrases like "very relevant to" may be more appropriate.

What's the difference between "maximal relevance to" and "particular relevance to"?

"Maximal relevance to" implies the highest degree of relevance, while "particular relevance to" suggests a significant or noteworthy relevance within a specific context.

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Source & Trust

88%

Authority and reliability

3.8/5

Expert rating

Real-world application tested

Most frequent sentences: