models leverage the

USAGE SUMMARY

The phrase "models leverage the" is correct and usable in written English.
It can be used in contexts where you are discussing how models utilize or take advantage of certain resources, data, or techniques. Example: "In this study, we demonstrate how models leverage the available data to improve predictive accuracy."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified similar examples from authoritative sources

Similar Expressions

60 human-written examples

The proposed method incrementally merges segments obtained from each input depth image in an unified global model leveraging the camera pose estimated via SLAM.

Computer Vision and Image Understanding

The development of this simulation model leverages the combination of massively data-parallel processing capabilities supported by NVidia's Compute Unified Device Architecture (CUDA) and the advanced spatial visualisation capabilities of GIS.

Acta Tropica

The MSAC model leverages the Landsat images across years to temporally predict the fall phenology of plant species in a single year, and constructs the synthesized time series of spectral signatures to estimate critical phenological transition dates.

Remote Sensing of Environment

The new model leverages the power of Internet and mobile Apps for connecting directly the customers via a federation of human expert agents which work in a loosely coupled relation and on-demand basis.

Procedia Computer Science

Now they're apparently expanding on that model, leveraging the popular site they've created.

TechCrunch

Then, the algorithm combines a number of these models into an ensemble model leveraging the decision tree regression properties.

EPJ Data Science

Those brands will likely be using the same high-growth model, leveraging the power of the other brand and the major growth market.

Forbes

The stream segregation model leverages the multiplexed and non-linear representation of sounds along an auditory hierarchy and learns local and global statistical structure naturally emergent in natural and complex sounds.

Johns Hopkins University

For The Learning Cohort (TLC) study, we extended the registry model, leveraging the scalable informatics infrastructure constructed for the Childhood Arthritis and Rheumatology Research Alliance CARRAA) Registry [17, 18, 19], so as to enable Registry members with a diagnosis of JIA and their parent proxies to contribute Patient Reported Outcomes (PROs) for integration with Registry data.

Journal of Patient-Reported Outcomes

Our model leverages the RBF kernel and can handle nonlinearly separable cases.

BioMed Research International

The prediction models leverage historical tweets to predict crime rate increases or decreases for the prospective timeframe.

Human-centric Computing and Information Sciences

Expert writing Tips

Best practice

When using "models leverage the", ensure that the subject (models) clearly benefits from the resource being leveraged. This ensures a coherent and logical connection in your writing.

Common error

Avoid overuse of "leverage" in a single document or paragraph. While it's a valid term, frequent repetition can make your writing sound repetitive and less impactful. Use synonyms like "utilize", "harness", or "capitalize on" to diversify your language.

Linguistic Context

The phrase "models leverage the" functions as a verb phrase indicating how models utilize or capitalize on certain resources, data, or techniques. This aligns with Ludwig AI's assessment of its grammatical correctness and usability.

Expression frequency: Missing

Frequent in

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Formal & Business

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Less common in

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Ludwig's WRAP-UP

In summary, the phrase "models leverage the" is a grammatically sound and versatile expression used to describe how models utilize or capitalize on specific resources or techniques. According to Ludwig AI, it is suitable for various contexts, particularly in formal and scientific writing. While synonyms such as "capitalize on", "utilize", and "harness" offer alternative ways to convey the same idea, it's essential to ensure clarity and coherence in your writing by explicitly stating how the models benefit from the resources being leveraged. Overusing the word "leverage" should be avoided by diversifying your vocabulary with the suggested alternatives.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

models capitalize on the

Replaces "leverage" with "capitalize on", emphasizing taking advantage of an opportunity.

models utilize the

Substitutes "leverage" with "utilize", focusing on practical use of something.

models harness the

Replaces "leverage" with "harness", suggesting controlling and using power or resources.

models take advantage of the

Replaces "leverage" with "take advantage of", indicating making good use of an opportunity or resource.

models exploit the

Uses "exploit" instead of "leverage", implying using something for maximum benefit, possibly with a negative connotation.

models build upon the

Changes the focus to development, where models expand using something else as a base.

models draw on the

Indicates models extracting or gathering knowledge and information.

models benefit from the

Focuses on the advantage the model receives from a resource.

models are based on the

Highlights that models are constructed upon a foundation.

models depend on the

Indicates a necessity where models require the presence of something to function.

FAQs

How can I use "models leverage the" in a sentence?

The phrase "models leverage the" is used to describe how models utilize specific resources or capabilities to achieve a particular outcome. For instance, "These models leverage the available data to improve prediction accuracy."

What are some alternatives to "models leverage the"?

You can use alternatives like "models capitalize on the", "models utilize the", or "models harness the" depending on the context.

Is it grammatically correct to say "models leverage the"?

Yes, it is grammatically correct. The phrase follows standard English grammar rules when used to indicate that models are taking advantage of or using something effectively.

What's the difference between "models leverage the" and "models utilize the"?

While both phrases are similar, "models leverage the" often implies a strategic advantage or amplification of effect, whereas "models utilize the" simply means that the models are making use of something. The choice depends on the nuance you wish to convey.