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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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total accuracy

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "total accuracy" is correct and usable in written English.
It can be used when referring to the highest level of precision or correctness in a particular context, such as data, measurements, or performance. Example: "The new software promises total accuracy in data analysis, ensuring that all results are reliable and precise."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

You need to be able to throw a spear and use a sword with total accuracy.

Predicting the 2009 winner with total accuracy was still virtually impossible 48 hours ago.

In today's complex, fluid, interdependent world, none of us can predict the future with total accuracy.

John Boorman, my exact contemporary, evokes the scene with total accuracy in his autobiographical 1987 film Hope and Glory.

"The results are not always accurate — who can hope for total accuracy after so many years," the professor remarks.

News & Media

The New Yorker

Total accuracy, after all, is the main selling point for the old media.

News & Media

The Economist

Tetzlaff is Boulez's kind of soloist: he never indulges in display for its own sake, yet gets to the heart of the music with total accuracy.

Executives at many companies, meanwhile, are scrambling to meet new demands from investors for clarity and total accuracy in financial disclosures.

News & Media

The New York Times

What I do remember (perhaps with less than total accuracy) is a few lines from one of the novel's, er, "good parts".

News & Media

The New Yorker

All developed QSAR models showed excellent statistics on the training (total accuracy: 0.96 0.97) and test sets (total accuracy: 0.95 97).

Additionally, we conducted the same analysis for FA maps, but here training-induced changes could not be correctly classified (total accuracy: 50%; Supplementary Table S1, Supplementary Fig. S1).

Science & Research

Nature
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Expert writing Tips

Best practice

When aiming for "total accuracy" in data reporting, clearly define the metrics used to measure accuracy and ensure consistent application of these metrics throughout the data collection and analysis process.

Common error

Avoid claiming "total accuracy" without rigorous validation. Instead, provide specific error margins and confidence intervals to provide a more realistic and credible assessment.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "total accuracy" functions as a noun phrase, where "total" modifies "accuracy." It is used to emphasize the completeness and lack of errors in a particular measurement, prediction, or report. Ludwig AI confirms this usage.

Expression frequency: Very common

Frequent in

Science

47%

News & Media

36%

Formal & Business

9%

Less common in

Academia

3%

Unknown/unmatched sources

3%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "total accuracy" signifies the highest level of precision and correctness, used across diverse fields like science, media, and business. Ludwig AI verifies its grammatical correctness and widespread usage. While aiming for "total accuracy" is ideal, it's crucial to validate claims rigorously. Alternatives such as "complete precision" and "absolute correctness" can be used to convey similar meanings with nuanced emphasis. When using this phrase, carefully consider the specific metrics being assessed and avoid overstating claims without proper validation. The phrase’s prevalence in authoritative sources underscores its importance in conveying credibility.

FAQs

How is "total accuracy" measured in scientific studies?

In scientific studies, "total accuracy" is often measured by calculating the percentage of correct predictions or classifications made by a model or method. This involves comparing predicted outcomes with actual results and determining the proportion of matches.

What does achieving "total accuracy" imply in financial reporting?

In financial reporting, achieving "total accuracy" implies that all financial statements are free from material errors and comply with accounting standards. This ensures that stakeholders receive a reliable and precise view of the company's financial performance.

When is it appropriate to use alternatives like "complete precision" instead of "total accuracy"?

The phrase "complete precision" is suitable when emphasizing the meticulousness and exactness of a measurement or calculation, whereas "total accuracy" focuses on the overall correctness of the result.

How does "total accuracy" differ from related concepts like "high reliability"?

"Total accuracy" refers to the correctness of individual data points or outcomes, while "high reliability" refers to the consistency and dependability of a process or system over time, even if minor inaccuracies are present.

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Source & Trust

84%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Most frequent sentences: