the efficiency of the model vs the robustness of the model

Both phrases are correct, but they convey different aspects of a model. 'The efficiency of the model' refers to how well the model performs in terms of speed and resource usage, while 'the robustness of the model' refers to how well the model performs under different conditions and with varying inputs.

Last updated: March 17, 2024 • 887 views

This phrase is correct and commonly used in English to refer to how well a model performs in terms of speed and resource usage.

"the efficiency of the model"

This phrase is used to describe how effectively a model operates in terms of speed, resource consumption, or performance.

Examples:

We need to improve the efficiency of the model to reduce processing time.
The efficiency of the model can be enhanced by optimizing the algorithm.
Measuring the efficiency of the model is crucial for performance evaluation.
The efficiency of the model directly impacts the overall system performance.
Efficiency is a key factor to consider when selecting a model for deployment.

Show examples from the web [+]

The second expresses the efficiency of the model under the assumption that it is to be used with an updating procedure to provide a forecast of discharge over a ...
Q is the mean of the observed discharge over the pre-selected period. Nash &. Sutcliffe (1970) then define the efficiency of the model E as the proportion of the.
Increasing the efficiency of the model change process, and reducing the risk of incorrect model changes, or changes that have unintended consequences.
the efficiency of the model stroke versus wrist-cock angle for a club-head mass of 200 g and a shaft length of 1.0 m. The plot clearly shows the considerable ...

Alternatives:

the performance of the model
the effectiveness of the model
the speed of the model
the resource utilization of the model
the processing efficiency of the model

This phrase is correct and commonly used in English to refer to how well a model performs under different conditions and with varying inputs.

"the robustness of the model"

This phrase is used to describe the ability of a model to maintain performance and accuracy across diverse datasets or scenarios.

Examples:

The robustness of the model was tested with various types of data.
A robust model should perform well even with noisy input.
Ensuring the robustness of the model is essential for real-world applications.
Robustness is a critical factor in evaluating the reliability of a model.
The robustness of the model can be improved through data augmentation techniques.

Show examples from the web [+]

we investigate the robustness of the model proposed by. Laub and Loomis for the molecular network underlying adenosine 3',5'-cycle monophosphate (cAMP) ...
Hence, the robustness of the model is demonstrated. The fact that the sizes of most factor loadings and error variances differed between both samples is most ...
... the scores of these features against each other, and generally investigate the robustness of the model webs to variation of the underlying definition of species, ...
Jun 12, 2015 ... The robustness of the model, its extrapolation potential, is then judged from the difference between the calibration and validation performance ...

Alternatives:

the resilience of the model
the stability of the model
the adaptability of the model
the versatility of the model
the consistency of the model

How TextRanch works

Fast and reliable proofreading, editing, and language advice tailored to your needs.

1. Choose Your Service

Quick Text Editing

Emails and short texts
Proofreading & editing
Ready in 5-10 minutes

SUBMIT YOUR TEXT NOW

Document Editing

Documents of any type (*.docx)
Advanced & Premium editing
Ready in as little as 4 hours

UPLOAD YOUR DOCUMENT

Ask an Editor

Personalized answers to your language questions
Expert guidance on grammar, style, and usage
Ready in 24 hours

ASK YOUR QUESTION

Upload your document or paste your text directly into our platform. Your text is reviewed and refined by our expert editors (real people, not machines) who understand the nuances of English. Expect corrections, improvements, and insightful suggestions that enhance the clarity, tone, and professionalism of your writing.

3. Receive Your Polished Text

In just a few minutes (or hours for longer documents), you'll receive your corrected text. Review the changes, make any final adjustments, and confidently share your polished English with the world.
You can count on a personalized, friendly service every time you use TextRanch. We're committed to helping you make a great impression with every word you write.

We proofread and edit these types of texts and documents:

Short texts Business Emails Personal Emails Social media posts Resume and Curriculum Vitae Business documents Sales proposal Research and academic papers Thesis Dissertation Essays Articles Blog posts and much more....

Why choose TextRanch?

Complete Privacy

Your texts are safe and secure with us. We never share your information with third parties.

Affordable Pricing

No subscription fees and rates up to 50% cheaper than other online editing services.

100% Satisfaction

We guarantee that you'll be satisfied with the quality of our service or your money back.

Top Customer Service

Our team is here to help you with any questions you may have. Contact us anytime.

Our Customers Love Us!

We have an average rating of 4.79 stars based on 283125 votes, and

4.9 Excellent - Reviews 2.137

"7 years without any disappointment. Always 100% satisfied. You guys are the best in the world at what you do. Thank you so much :)"

Zubair
from Bangladesh

"I wasn't aware of this service, it's fascinating and more reliable than standard IA tools available on the internet"

Arturo
from Mexico

"In a world of text messages and online communication, this is great to have as a live tool. Thank you."

Selena
from USA

"Wow, it's just so excellent. I never would have believed I could have a sure and excellent English companion. Thanks, TextRanch."

Ifiok
from Nigeria

"This is my first time using TextRanch, and I like how the editors take time to correct my text. To everyone who has never used TextRanch before, I highly recommend trying it."

Wilson
from France

"It is an amazing source of feedback because, as a non-native speaker, I really need to have a reliable helper correct my text."

Susan
from Germany

the efficiency of the model vs the robustness of the model