High accuracy

USAGE SUMMARY

"high accuracy" is correct and usable in written English.
You can use it when discussing topics such as machinery/equipment, performances, measurements, and results. For example, "The results of the experiment yielded very high accuracy."

✓ Grammatically correct

Science

News & Media

Academia

Human-verified examples from authoritative sources

Exact Expressions

59 human-written examples

High accuracy is a vital parameter for a genotyping platform.

BMC Genomics

If you show it against the original background, high accuracy.

Yale University

This last step requires knowing surface orientation with high accuracy.

Stanford University

Besides high accuracy, the algorithm also provides high speed.

Stanford University

Such paper ballots could be machine-counted with high accuracy and would remain available for auditing.

The New York Times

Moreover, the method provided high accuracy.

Measurement

These results indicate a high accuracy of predicted gene models in Cq_real_v1.0.

Nature

All of these approaches promise high accuracy, portability, and low cost.

MIT Technology Review

Edgar, R. C. MUSCLE: multiple sequence alignment with high accuracy and high throughput.

Nature

Rowe, K. et al. Museum genomics: low cost and high accuracy genetic data from historical specimens.

Nature

Human-verified similar examples from authoritative sources

Similar Expressions

1 human-written examples

Blaum, K. High-accuracy mass spectrometry with stored ions.

Nature

Expert writing Tips

Best practice

In technical writing, clearly define what constitutes "high accuracy" within the context of your subject matter to avoid ambiguity.

Common error

Avoid claiming "high accuracy" without supporting data or benchmarks. Always provide evidence to justify the assertion of high precision or correctness.

Linguistic Context

The phrase "high accuracy" functions as an adjective phrase modifying a noun. It describes the degree to which a measurement, calculation, or result is correct or conforms to a standard. As shown by Ludwig, the expression indicates a quality or attribute of something.

Expression frequency: Very common

Frequent in

Science

75%

News & Media

15%

Academia

10%

Less common in

Formal & Business

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "high accuracy" is a commonly used and grammatically correct phrase that emphasizes the reliability and correctness of data, processes, or results. As Ludwig AI confirms, it is widely applicable across various contexts, particularly in science, technology, and news reporting. When using "high accuracy", be sure to quantify it whenever possible and provide evidence to support your claim. While alternatives like "precise measurement" or "validated correctness" exist, "high accuracy" remains a straightforward and effective choice for conveying precision.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

validated correctness

Indicates accuracy that has been confirmed or proven.

strict precision

Emphasizes the need of precision and accuracy.

dependable exactness

Emphasizes the reliability and precision of the measurement or result.

reliable precision

Emphasizes the consistency and dependability of achieving accuracy.

error-free performance

Focuses on the absence of errors as a measure of accuracy.

close agreement

Highlights the alignment between predicted and observed values.

precise measurement

Focuses on the exactness of measurement rather than general accuracy.

optimum trueness

Describes that the result is close to real value.

exactitude

Highlights the quality of being exact; a more formal synonym.

certainty

Denotes total assurance or confidence in the accuracy.

FAQs

How is "high accuracy" typically measured?

The measurement of "high accuracy" depends on the context. It can be expressed as a percentage, a margin of error, or a statistical measure like precision or recall. The specific measure should always be defined for clarity.

What are some situations where "high precision" is more critical than "high accuracy"?

In scenarios like scientific instruments or financial calculations, "high precision" is crucial to avoid compounding errors, even if absolute accuracy is not paramount. These situations value consistency and detail.

What are some alternatives to using "high accuracy" in writing?

Depending on the context, you could use phrases like "precise measurement", "reliable precision", or "validated correctness" to convey a similar meaning. Be sure that the substitution doesn't change the implication.

Is it better to aim for "high accuracy" or "high efficiency" in machine learning models?

The better goal depends on the application. If correctness is crucial (e.g. medical diagnosis), prioritize "high accuracy". If speed and resource usage are paramount, "high efficiency" might be favored, even at the cost of some accuracy.