overall accuracy

USAGE SUMMARY

The phrase "overall accuracy" is correct and usable in written English.
You can use this phrase when discussing the accuracy or reliability of a particular system or process. For example, "The overall accuracy of the software was excellent, with very few errors."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

The more readings taken, the greater the overall accuracy.

The New York Times

Pfizer has defended the overall accuracy and message of the ads.

The New York Times

Though mammography may miss some aggressive cancers, we have no better test given overall accuracy, cost, practicality and effectiveness.

The New York Times

Perhaps believing the hype about female intuition could in fact, reduce the overall accuracy of your decision making.

The Guardian - Lifestyle

Overall accuracy Prod.

Earth, Planets and Space

Overall accuracy was 59%.

HOMO - Journal of Comparative Human Biology

Overall accuracy exceeds 90%.

International Journal of Applied Earth Observation and Geoinformation

The overall accuracy was 97%.

International Journal of Emergency Medicine

However, that approach would sacrifice overall accuracy.

EURASIP Journal on Wireless Communications and Networking

The overall accuracy is extremely high.

Journal of Cheminformatics

Overall accuracy was already presented above.

Rice

Expert writing Tips

Best practice

In scientific writing, clearly define how "overall accuracy" was calculated, including the data used and any relevant statistical methods.

Common error

Avoid using "overall accuracy" interchangeably with precision or recall. While related, accuracy provides a general measure of correctness, whereas precision and recall focus on the performance within specific categories or classes. Use "overall accuracy" to indicate general trueness, while precision and recall for the correctness of specific cases.

Linguistic Context

The phrase "overall accuracy" functions as a noun phrase, where "overall" modifies "accuracy". It describes a general or comprehensive measure of correctness. As Ludwig AI suggests, this phrase is grammatically correct and widely used.

Expression frequency: Very common

Frequent in

Science

60%

News & Media

25%

Formal & Business

15%

Less common in

Reference

0%

Wiki

0%

Encyclopedias

0%

Ludwig's WRAP-UP

In summary, "overall accuracy" is a grammatically correct and very common noun phrase used to describe the general correctness or reliability of a system or process. Ludwig AI confirms its validity. It's frequently used in scientific and news contexts, and while versatile, should be quantified with specific metrics when possible. Be mindful not to confuse it with related terms like precision or recall. Alternatives like "general precision" or "complete reliability" can be used depending on the specific nuance you wish to convey.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

general precision

Replaces "accuracy" with "precision" offering a slightly more technical nuance.

total correctness

Substitutes "accuracy" with "correctness", emphasizing the state of being right or free from error.

aggregate accuracy

Uses "aggregate" instead of "overall", suggesting a combined or collective accuracy.

complete reliability

Replaces "accuracy" with "reliability", focusing on the consistency and dependability of results.

comprehensive exactness

Substitutes "overall" with "comprehensive" and "accuracy" with "exactness", emphasizing thoroughness and precision.

net accuracy

Uses "net" instead of "overall", referring to the final or resulting accuracy after all factors are considered.

global accuracy

Replaces "overall" with "global", implying a wide-ranging or universal accuracy.

final precision

Using final to suggest the outcome precision.

ultimate trueness

Replaces "accuracy" with "trueness", emphasizing the state of being in accordance with fact or reality.

end-to-end accuracy

Referring to total end-to-end accuracy.

FAQs

How can I use "overall accuracy" in a sentence?

You might say, "The "overall accuracy" of the test was 95%" or "Improving the "overall accuracy" of the algorithm is our primary goal."

What are some alternatives to "overall accuracy"?

Depending on the context, you could use phrases like "general precision", "total correctness", or "complete reliability".

What does "overall accuracy" measure?

"Overall accuracy" measures the proportion of correct predictions made by a model or system across all classes or categories. It provides a general indication of how well the system performs.

Why is "overall accuracy" important?

"Overall accuracy" is a key metric for evaluating the performance of systems, especially in fields like machine learning and diagnostics. It provides a single, easily interpretable measure of how well a system is working.