optimize accuracy

USAGE SUMMARY

The phrase "optimize accuracy" is correct and usable in written English.
You can use it when discussing the improvement of precision or correctness in a process, system, or measurement. Example: "To enhance the quality of our data analysis, we need to optimize accuracy in our algorithms."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

13 human-written examples

In order to optimize accuracy of the planned corrective osteotomy, extensive preoperative planning is indispensable.

Strategies in Trauma and Limb Reconstruction

→ Is fully open-sourced, designed to support collaboration and updates by the private sector and government, leverage user feedback on both the vendor and agency side, and to optimize accuracy.

TechCrunch

To help reduce any potential misclassification, refining this instrumentation in line with any changes in prescribed activity levels is essential to optimize accuracy.

Public Health

Indeed, in order to minimize communication cost of training and optimize accuracy of zone estimate, a selection of the closest nodes is performed and only those nodes participate in training, as proposed in [23].

Journal of Cloud Computing

Since MEGAN assigns taxonomy based on BLAST output, it is dependent on both the BLAST algorithm and the query database, which is why it is important to use an extensive high-quality 16S rRNA gene database to optimize accuracy of the assignments.

Plosone

To optimize accuracy, data checks were performed by the investigators.

Critical Care

Human-verified similar examples from authoritative sources

Similar Expressions

47 human-written examples

A general method for construction of numerical schemes for scalar conservation laws which optimizes accuracy is applied to linear advection problems and Burgers' equation.

Journal of Computational Physics

Use of the Rayburst Sampling algorithm optimizes accuracy in quantifying 3D spine morphology, by avoiding residual optical image smear that can distort spine shapes, and by minimizing quantization error that limits the accuracy of digitized images.

Plosone

Moreover, our ability to integrate data on pregnancy, immigration, hysterectomy and prior ICC into the analyses optimizes accuracy of results.

BMC Infectious Diseases

A multi-method approach to measuring dietary sodium intake was chosen to employ both objective and self-reported methods, optimizing accuracy of dietary intake estimation, while minimizing participant burden [ 50].

BMC Nephrology

Such threshold should be adjusted to optimize the accuracy of the classifier.

EURASIP Journal on Advances in Signal Processing

Expert writing Tips

Best practice

When aiming to "optimize accuracy", clearly define the specific metrics or standards you are using to measure accuracy to ensure your efforts are targeted and effective.

Common error

Avoid solely focusing on "optimize accuracy" without considering the potential trade-offs with other important factors such as efficiency, cost, or complexity. A balanced approach often yields better overall results.

Linguistic Context

The phrase "optimize accuracy" functions as a purposeful verb phrase, often indicating an action taken to improve the correctness or precision of a specific process or measurement. As noted by Ludwig AI, it is usable and correct in written English.

Expression frequency: Uncommon

Frequent in

Science

89%

News & Media

6%

Formal & Business

5%

Less common in

Encyclopedias

0%

Wiki

0%

Reference

0%

Ludwig's WRAP-UP

The phrase "optimize accuracy" is a grammatically sound and readily usable expression, as validated by Ludwig AI. Predominantly found in scientific and technical contexts, it underscores the purposeful action of enhancing precision and minimizing errors. While "optimize accuracy" is effective, alternatives such as "enhance precision", "improve correctness", and "maximize reliability" offer nuanced options for expressing the same underlying goal. When using "optimize accuracy", it is crucial to clearly define accuracy metrics and consider potential trade-offs with other factors like efficiency and cost. Overall, the phrase is a valuable tool for communicating the importance of precision and validity in various domains.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

enhance precision

Focuses specifically on improving the level of detail and exactness.

improve correctness

Emphasizes eliminating errors and ensuring validity.

maximize reliability

Stresses the consistency and dependability of results.

ensure validity

Highlights the confirmation and justification of findings.

refine precision

Suggests a process of making small adjustments for better accuracy.

boost accuracy

Implies a significant and noticeable improvement in accuracy.

fine-tune accuracy

Focuses on making minor adjustments to achieve optimal accuracy.

increase exactness

Emphasizes achieving a higher degree of precision and detail.

perfect accuracy

Highlights the pursuit of flawlessness and the elimination of any errors.

secure accuracy

Suggests protecting or safeguarding the existing level of accuracy from degradation.

FAQs

How can I "optimize accuracy" in data collection?

To "optimize accuracy" in data collection, implement standardized protocols, provide thorough training to data collectors, and conduct regular quality checks to identify and correct errors.

What does it mean to "optimize accuracy" in a scientific experiment?

In a scientific experiment, to "optimize accuracy" means to minimize systematic errors, calibrate instruments carefully, and use appropriate controls to ensure the results are as close as possible to the true value. Using well-defined procedures is crucial to "improve correctness".

When should I aim to "optimize accuracy" over other considerations?

Aim to "optimize accuracy" when precision is paramount, such as in medical diagnoses, financial calculations, or safety-critical systems. However, consider the trade-offs with efficiency and cost. It can be useful to "enhance precision" if possible.

Are there alternatives to the phrase "optimize accuracy"?

Yes, you can use alternatives like "enhance precision", "improve correctness", or "maximize reliability" depending on the specific context and the nuance you want to convey.