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Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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model featuring reduced

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "model featuring reduced" is correct and usable in written English.
It can be used when describing a model that has been designed with fewer features or limitations compared to a standard version. Example: "The new smartphone model featuring reduced battery life is aimed at budget-conscious consumers."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Description: GBLUP: genome-enabled best linear unbiased prediction; RRPCA: ridge regression principal component analysis; MTGBLUP: multi-trait GBLUP; Poly: polynomial kernel based linear models; RBF: radial basis function kernel based linear models; RR/Poly/RBF-PCA: the model with the features reduced by PCA.

Description: GBLUP: genome-enabled best linear unbiased Prediction; RRPCA: ridge regression principal component analysis; MTGBLUP: multi-trait GBLUP; Poly: pPolynomial kernel based linear models; RBF: radial basis function kernel based linear models; RR/Poly/RBF-PCA: the model with the features reduced by PCA.

We show that the reduced lexicon set, while significantly smaller (only 187 features), reduces modeling complexity, maintains a high degree of coverage over our Twitter corpus, and yields improved sentiment classification accuracy.

This was indicated by the following observations: performance degradation with increasing the number of HMM training iterations and acoustic adaptation, and slight improvement in the performance with simpler models and reduced feature dimensions.

These features reduce development and travel time.

Objective functions such as this quickly force models into a reduced feature space by favouring models with fewer descriptors.

In this way we hope to maintain the FFR model features and, at the same time, reduce CPU time.

All coefficients were reduced in magnitude, even having the coefficient of one feature from the HC-MCI model practically reduced to zero.

When one has only two classes and features are a priori independent, Model 2 reduces to the Feature Annealed Independence Rule (FAIR) introduced by Fan and Fan (2008) and can be viewed as a natural generalization of FAIR to the case of L>2 classes.

Capresso's new model features a vacuum carafe and a system that increases the brewing speed and thus cuts down the water's contact with air, which reduces its temperature.

The 600 model features a translation dictionary.

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Expert writing Tips

Best practice

When describing a product, clearly specify which features have been reduced and why. This helps the audience understand the trade-offs and benefits of the "model featuring reduced" functionality.

Common error

Avoid implying that a "model featuring reduced" capabilities is superior in all aspects. Acknowledge the limitations alongside any potential advantages to maintain credibility.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

75%

Authority and reliability

3.8/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "model featuring reduced" functions as a descriptive term, often used as a noun adjunct to specify a particular version or type of a product. It indicates a deliberate modification to decrease features or capabilities. The AI suggests that it is a usable phrase.

Expression frequency: Missing

Frequent in

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News & Media

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Formal & Business

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Less common in

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Ludwig's WRAP-UP

The phrase "model featuring reduced" is a descriptive term used to specify a version of a product that has been simplified or has fewer features. Ludwig AI indicates that the phrase is usable, albeit uncommon. When using this phrase, clarity is key: specify which features have been reduced and why. This helps the audience understand the trade-offs. Alternatives such as ""simplified model"" or ""model with fewer features"" may be more common, depending on the context. While grammatically correct, ensure that you avoid overstating the benefits and address the limitations of the reduced features to maintain credibility.

FAQs

How can I use "model featuring reduced" in a sentence?

You can use "model featuring reduced" when describing a version of a product or concept that has been simplified or has fewer capabilities compared to a standard version. For example, "This phone is a "model featuring reduced" processing power to improve battery life."

What can I say instead of "model featuring reduced"?

You can use alternatives like "simplified model", "model with fewer features", or "basic model" depending on the specific context.

Is it better to say "model featuring reduced" or "model with fewer" features?

Both phrases are grammatically correct, but ""model with fewer features"" might be more straightforward and common. "Model featuring reduced" emphasizes the act of reduction, while "model with fewer features" focuses on the outcome.

What's the difference between a "model featuring reduced" functionality and a standard model?

A "model featuring reduced" functionality typically has fewer features, lower processing power, or other simplifications compared to a standard model. This reduction is often done to lower costs, improve efficiency, or target a specific user base.

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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: