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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
whole feature of
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "whole feature of" is not commonly used in written English and may sound awkward.
It could be used when discussing the entirety or complete aspect of a particular feature in a specific context, but it is not a standard expression. Example: "The whole feature of the software update includes several new tools and enhancements that improve user experience."
Science
News & Media
Formal & Business
Alternative expressions(20)
holistic view of
entire aspect of
complete facet of
thorough understanding of
every detail of
everything about
full aspect of
comprehensive aspect of
every aspect of
general perspective of
comprehensive understanding of
wider scope of
general views of
comprehensive ideas about
extensive knowledge of
insightful ideas about
multifaceted portrait of
thorough analysis of
multifaceted nature of
diversified understanding of
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
City design which individualizes whole features of city including everything from its street to plate can be named as an action which forms the identity of a street.
Therefore, instead of compressing whole feature dimensions altogether, reducing dimension of Fisher Vectors and VLAD by selecting useful dimensions deserves to be investigated.
Thus, the size of whole feature vector for all three classes (health, seizure-free, and seizure) is 300 × 11.
Science
Facebook is calling it a Chat Head, which is perhaps the worst part of the whole feature.
News & Media
Not that we practiced or rehearsed--we never even had a table read of the whole feature script.
News & Media
(The conception of autonomous agency as a capacity for shaping one's life as a whole features prominently in discussions of applied ethics).
Science
On the whole, certain features of PC neurite extension (e.g. growth rate, tree expansion, etc).
Science
That model firstly extracted the feature of whole image using CNNs.
The only redeeming feature of the whole flight was the magnificent view of the Alps from above.
News & Media
CMC curves using the feature of the whole face, the feature of the six subregions, and the fusion of the two.
ROC curves using the feature of the whole face, the feature of the six subregions, and the fusion of the two.
Expert writing Tips
Best practice
When discussing all aspects of a feature, consider using "entire feature of" or "complete feature of" for greater clarity.
Common error
Avoid using "whole feature of" excessively in formal contexts. Opt for more precise terms like "entire aspect" or "complete characteristic" to maintain a professional tone.
Source & Trust
78%
Authority and reliability
3.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "whole feature of" functions as a determiner phrase identifying a specific attribute or aspect in its entirety. Ludwig AI suggests it is not commonly used and may sound awkward; however, it aims to specify that all characteristics of something is being considered.
Frequent in
Science
38%
News & Media
31%
Formal & Business
11%
Less common in
Academia
6%
Wiki
6%
Encyclopedias
2%
Ludwig's WRAP-UP
In summary, while the phrase "whole feature of" aims to denote the complete aspect of something, it is not a commonly used expression and may sound awkward to native speakers. Ludwig AI indicates this, suggesting that alternatives like "entire feature of" or "complete aspect of" may be more suitable. Analysis of the provided examples suggests that this phrase appears in varied contexts, predominantly in scientific or news-related domains. When writing, consider the alternatives to ensure clarity and a more natural flow. Avoid overusing it, particularly in formal documents, to maintain a professional and polished tone.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
entire feature of
Replaces "whole" with "entire", emphasizing completeness without altering the core meaning.
complete feature of
Substitutes "whole" with "complete", highlighting the finished or exhaustive nature of the feature.
full feature of
Replaces "whole" with "full", stressing the comprehensive scope of the feature.
total feature of
Uses "total" instead of "whole", focusing on the aggregate or sum of the feature's components.
overall feature of
Changes "whole" to "overall", shifting the emphasis to a general or encompassing view of the feature.
entirety of the feature
Rephrases to emphasize the completeness of the feature as a unit.
complete aspect of the feature
Focuses on the "aspect" rather than the feature itself, highlighting a particular angle or facet.
holistic view of the feature
Emphasizes a comprehensive and interconnected understanding of the feature.
aggregate characteristics of the feature
Shifts focus to the combined characteristics, offering a more detailed perspective.
comprehensive nature of the feature
Highlights the broad and inclusive scope of the feature.
FAQs
How can I rephrase "whole feature of" to sound more natural?
Consider alternatives like "entire feature of", "complete aspect of", or "holistic view of" depending on the specific context.
Is "whole feature of" grammatically correct?
While technically understandable, "whole feature of" isn't the most common or idiomatic phrasing. Alternatives like "entire feature of" might be preferred for clarity.
What is a more formal substitute for "whole feature of"?
In formal writing, use "complete characteristic of" or "comprehensive nature of" for a more polished and professional tone.
When is it appropriate to use "whole feature of"?
It could be used when discussing the entirety or complete aspect of a particular feature in a specific context, but it is not a standard expression and there are better alternatives.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
78%
Authority and reliability
3.5/5
Expert rating
Real-world application tested