Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
total accuracy
Grammar usage guide and real-world examplesUSAGE 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
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
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.
News & Media
Predicting the 2009 winner with total accuracy was still virtually impossible 48 hours ago.
News & Media
In today's complex, fluid, interdependent world, none of us can predict the future with total accuracy.
News & Media
John Boorman, my exact contemporary, evokes the scene with total accuracy in his autobiographical 1987 film Hope and Glory.
News & Media
"The results are not always accurate — who can hope for total accuracy after so many years," the professor remarks.
News & Media
Total accuracy, after all, is the main selling point for the old media.
News & Media
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.
News & Media
Executives at many companies, meanwhile, are scrambling to meet new demands from investors for clarity and total accuracy in financial disclosures.
News & Media
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
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
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.
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.
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.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
complete precision
Focuses on the exactness of the measurement or result.
absolute correctness
Emphasizes the absence of errors or mistakes.
perfect accuracy
Highlights flawlessness in achieving a desired outcome.
flawless precision
Combines both correctness and exactness without any defects.
utmost exactness
Stresses the highest degree of carefulness and detail.
unerring accuracy
Indicates consistency in achieving correct results every time.
full accuracy
Emphasizes that all aspects are accurate, leaving nothing out.
precise correctness
Highlights carefulness that results in an accurate outcome.
rigorous accuracy
Suggests accuracy achieved through thorough and meticulous effort.
comprehensive accuracy
Indicates that the accuracy extends to all parts and details.
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.
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested