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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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based on different metrics

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "based on different metrics" is correct and usable in written English.
You can use it when discussing evaluations, analyses, or comparisons that rely on various criteria or standards. Example: "The performance of the sales team was assessed based on different metrics, including revenue growth and customer satisfaction."

✓ Grammatically correct

Science

News & Media

Wiki

Human-verified examples from authoritative sources

Exact Expressions

8 human-written examples

The approach is then validated based on different metrics applied to indoor data.

The results are discussed based on different metrics and compared with other algorithms.

Figure 11 analyzes the envelope of the B-IFDMA transmit signal based on different metrics.

Then, we survey the proposed approaches in the past few years in a classified manner and compare them based on different metrics such as mobility, cluster count, cluster size, and algorithm complexity.

Fig. 9 Example of corrupted image segment for case B. The inverse distance weighted interpolation filter is evaluated based on different metrics such as peak signal-to-noise ratio (PSNR), image enhancement factor (IEF), and error rate which is given in Eqs. 3, 5, and 6, respectively.

Now, there are several available approaches that use microarray data to find disease susceptibility genes, based on different metrics that measure the importance of genes involved in pathogenesis.

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Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

In Table 1, we provide the performance of logistic regression on StockTwits data based on different performance metrics.

The perspective is how the original error is transferred into the propagated errors based on different distance metrics.

The QoS was enhanced by a fair max-min bandwidth allocation algorithm based on different routing metrics.

Based on different system metrics, multi-objective optimization is applied in order to obtain the optimal filter setup.

Figure 15 Comparison of the number of neighbor femtocells in the neighbor femtocell list for different schemes based on different parameters metrics (considering the femtocell-to-femtocell handover).

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Expert writing Tips

Best practice

When using "based on different metrics", ensure that the metrics are clearly defined and relevant to the context. This enhances clarity and avoids ambiguity in your analysis or evaluation.

Common error

Avoid using "based on different metrics" without specifying what those metrics are. Vague references can undermine the credibility of your argument or analysis. Always provide sufficient detail for the reader to understand the basis of your claims.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

81%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "based on different metrics" functions as a prepositional phrase, often modifying a verb or noun. Ludwig AI confirms its grammatical correctness and usability, indicating its role in providing a foundation or justification for an action, evaluation, or conclusion.

Expression frequency: Common

Frequent in

Science

60%

News & Media

20%

Wiki

10%

Less common in

Formal & Business

10%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, "based on different metrics" is a grammatically correct and commonly used phrase that introduces the various criteria used in an evaluation or decision. Ludwig AI's analysis reveals that it's most frequently found in scientific and technical contexts, adding credibility to research findings or business analyses. While generally formal, it's important to specify the metrics being used for clarity. Consider alternatives like "according to various criteria" or "assessed by diverse measures" to add variety to your writing.

FAQs

How can I use "based on different metrics" in a sentence?

You can use "based on different metrics" to indicate that an evaluation or comparison is made using various criteria. For example, "The project's success was assessed "based on different metrics", including user satisfaction and cost-effectiveness."

What are some alternatives to "based on different metrics"?

Some alternatives include "according to various criteria", "evaluated using multiple standards", or "assessed by diverse measures". The best choice depends on the specific context and the nuance you want to convey. See also: "according to various criteria", "evaluated using multiple standards" and "assessed by diverse measures".

What does "based on different metrics" imply?

It implies that a decision, evaluation, or analysis takes into account a range of factors or standards, rather than relying on a single measure. This suggests a more comprehensive and nuanced approach.

Is it necessary to list the metrics when using the phrase "based on different metrics"?

While not always mandatory, listing the specific metrics used significantly enhances clarity and credibility. It allows the audience to understand the basis of your assessment and evaluate its validity. It's more effective to be specific.

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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: