augment features

USAGE SUMMARY

The phrase "augment features" is correct and usable in written English.
It can be used in contexts related to enhancing or improving specific characteristics or functionalities, often in technology or design. Example: "The latest software update aims to augment features that improve user experience and performance."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

Proposals to address childhood obesity are often aimed at augmenting features of the environment by improving access to healthy foods in or around the home and school, reducing accessibility and exposure to unhealthy food, and/or providing more opportunities for exercise and vigorous play.

Health Economics Review

Augmenting features derived from physiochemical proprieties of amino acids (such as hydrophobicity, complexity, etc).

BMC Genomics

Naturally, one can expect to improve classification accuracy by augmenting Feature 1 to the raw data.

EURASIP Journal on Advances in Signal Processing

That is, an augmented feature vector is constructed by stacking the cortical features on the top of the 20-dimensional MFCCs and the 12-dimensional chroma features.

EURASIP Journal on Audio, Speech, and Music Processing

Additionally, an augmented feature technique is adopted to use additional knowledge derived from conventional noise and acoustic echo suppression techniques when designing the DNN architecture in our algorithm.

Applied Acoustics

Having computed Ομ,ν(c), the augmented feature vector, namely the edge-based Gabor magnitude (EGM) feature matrix Ζ(p), is obtained by concatenating each Ομ,ν(c) already downsampled by a factor p, where p = 64 becomes Ο ⌣ μ, ν c and normalized to zero mean and unit variance.

EURASIP Journal on Advances in Signal Processing

The same weighting approach and similarity measure can also be applied to such augmented feature vector.

BMC Medical Informatics and Decision Making

Bargmann's background is in designing utilities that augment the features and functions available on the native OS.

TechCrunch

The aim of our approach is to augment new features to the raw data so that the classification accuracy can be improved.

EURASIP Journal on Advances in Signal Processing

More recent studies such as (Balali and Golparvar-Fard 2015a; I. M. Creusen et al. 2010) augment HOG features with color histograms to leverage both texture/pattern and color information for sign characterizations.

Visualization in Engineering

To that end, one has to augment the feature vectors entering the GLM by time-shifted versions of those features, i.e. including not only present cell density, but also densities at previous timepoints, and fits the model as proposed.

BMC Systems Biology

Expert writing Tips

Best practice

When describing software or product updates, use "augment features" to highlight specific improvements and additions. This phrase is particularly effective in technical documentation and marketing materials.

Common error

While "augment features" is a valid phrase, it is typically used in technical or design-related contexts. Avoid using it in casual conversation or general writing where simpler alternatives like "improve" or "enhance" would be more appropriate.

Linguistic Context

The phrase "augment features" functions primarily as a verb phrase + noun indicating the action of enhancing or expanding specific characteristics. As Ludwig AI highlights, this phrase is most commonly used in technical contexts to describe improvements or additions.

Expression frequency: Missing

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Ludwig's WRAP-UP

The phrase "augment features" is a grammatically sound and technically appropriate term used to describe the action of enhancing or adding to existing functionalities. As Ludwig AI indicates, it is best suited for formal and scientific contexts, specifically when detailing improvements in technology, design, or product development. While alternatives like "enhance functionalities" or "supplement attributes" exist, "augment features" emphasizes a deliberate expansion. Remember to use it judiciously, favoring simpler language in more casual settings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Enhance functionalities

Focuses on improving the overall functionality rather than specific features.

Supplement attributes

Implies adding to existing attributes to make them more complete.

Extend capabilities

Highlights the expansion of what can be done.

Expand functionalities

Similar to enhance, but emphasizes making functionalities broader.

Improve characteristics

Focuses on making existing characteristics better.

Bolster qualities

Suggests strengthening the positive qualities.

Reinforce attributes

Emphasizes making existing attributes stronger or more effective.

Amplify aspects

Highlights making certain aspects more prominent.

Refine properties

Suggests making properties more precise or polished.

Elevate traits

Implies lifting traits to a higher level of quality or effectiveness.

FAQs

How can I use "augment features" in a sentence?

You can use "augment features" when describing improvements or additions to a product, system, or design. For example, "The software update aims to "enhance functionalities" and "improve characteristics"".

What are some alternatives to "augment features"?

Alternatives include "enhance functionalities", "supplement attributes", or "extend capabilities", depending on the specific meaning you want to convey.

Is it better to say "augment features" or "enhance features"?

Both "augment features" and "enhance functionalities" are correct, but "augment" often implies adding something new, while "enhance" suggests improving something already existing. The best choice depends on the specific context.

What's the difference between "augment features" and "improve characteristics"?

"Augment features" typically refers to adding new functionalities or capabilities, while "improve characteristics" focuses on making existing features better or more effective. The choice depends on whether you are adding something new or refining what already exists.