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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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linking accuracy

Grammar usage guide and real-world examples

USAGE SUMMARY

The phrase "linking accuracy" is correct and usable in written English.
It can be used in contexts where you are discussing the precision or correctness of connections or associations, often in data analysis or research. Example: "The study focused on linking accuracy between the variables to ensure reliable results."

✓ Grammatically correct

Science

Visualization in Engineering

Genes, Genomes, Genetics

Cerebral Cortex

EURASIP Journal on Embedded Systems

BMC Infectious Diseases

Health and Quality of Life Outcomes

BMC Pregnancy and Childbirth

Analytical Chemistry

eLife

Journal of Hydrodynamics, Ser. B

Control Engineering Practice

Microelectronics Reliability

British Journal of Cancer

BMC Family Practice

BMC Medical Research Methodology

Artificial Intelligence

TechCrunch

Remote Sensing of Environment

EMA - Emergency Medicine Australasia

Bioinformatics

EURASIP Journal on Wireless Communications and Networking

BMJ Open

BMC Medical Informatics and Decision Making

Alzheimer's Research and Therapy

BMC Health Services Research

Critical Ultrasound Journal

Plosone

Acta Veterinaria Scandinavica

Genetics

Critical Care

European Journal of Neuroscience

BioData Mining

Environmental Health Perspectives

Neurocomputing

News & Media

Human-verified examples from authoritative sources

Exact Expressions

2 human-written examples

This section describes the technical details in modeling error/uncertainty in geospatial utility data and quantifying the error model by linking accuracy to data lineage.

The remaining top-down information consist of previous constraints on either the detection or on relationships between nuclei that allow us to improve the detection and linking accuracy of the model.

Human-verified similar examples from authoritative sources

Similar Expressions

58 human-written examples

Lastly, 4) a new finding in the form of a negative correlation was observed in the left inferior parietal region in L2 addition linking higher accuracy scores in L2 addition tasks with lower activation levels in these regions.

Nevertheless, to our knowledge, no general method was proposed to link computational accuracy constraint with any application performance metric.

The combination of community recruitment, ACASI, rapid testing and a linked diagnostic accuracy study provide enhanced methods for conducting blood borne virus sero-prevalence studies in IDUs.

Consequently, the type of linking and the accuracy of the resulting crosswalk may depend in part on the specific IRT model used.

Linking datasets improves accuracy as well as provides a more comprehensive picture of the medical history and any events after the birth [ 28].

This set was tested for accuracy of linking neutral loss analysis to substructure annotations using 19 329 accurate mass tandem mass spectra of structurally known compounds from the NIST11 MS/MS library.

Few studies have looked at the variation in accuracy of self reported smoking by deprivation, although the education level of pregnant women has been linked to the accuracy of self reporting.

To compute link-prediction accuracy, we compute the probability of a link between two cells using each model, trained via 10-fold cross-validation.

Science

eLife

Predicting these processes requires the use of groundwater models with their applicability directly linked to their accuracy and computational efficiency.

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Expert writing Tips

Best practice

In technical documentation, clearly define the methods used to ensure "linking accuracy", especially when dealing with sensitive or critical information.

Common error

A common mistake is assuming high "linking accuracy" without proper validation. Always implement robust validation methods to confirm the integrity of the established connections; without validation, the conclusions drawn from linked data may be invalid.

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

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "linking accuracy" functions as a noun phrase, typically used to describe the level of precision or correctness achieved in establishing connections or relationships between different entities, often within the context of data or information systems. Ludwig AI confirms its usability in scientific contexts.

Expression frequency: Rare

Frequent in

Science

60%

News & Media

20%

Formal & Business

20%

Less common in

Wiki

0%

Encyclopedias

0%

Reference

0%

Ludwig's WRAP-UP

In summary, "linking accuracy" is a noun phrase denoting the level of precision achieved in connecting data or information. According to Ludwig AI, the phrase is valid and particularly suited for scientific and technical contexts, where the reliability of connections is paramount. While not frequently used, its function is to assure precision and validity in relationships between data points. To enhance clarity, consider alternatives like "connection precision" or "association accuracy" based on the specific context. Emphasize validation methods to prevent errors arising from assumed accuracy.

FAQs

How can I assess the "linking accuracy" of two datasets?

Assessing "linking accuracy" involves using methods like probabilistic matching, manual review, and statistical validation to ensure the links between records are correct and reliable. You can evaluate the "association accuracy" by comparing it with a known standard or through cross-validation techniques.

What factors can affect the "linking accuracy" in data integration?

Factors affecting "linking accuracy" include data quality (completeness and correctness), the choice of linking algorithm, the presence of unique identifiers, and the complexity of the datasets being integrated. Addressing these factors is crucial for maintaining high "connection precision".

In what contexts is "linking accuracy" most critical?

"Linking accuracy" is particularly critical in fields like healthcare, finance, and scientific research, where precise connections between data points are essential for making informed decisions. Inaccurate links can lead to flawed analyses, incorrect diagnoses, or regulatory non-compliance. Improving "data linkage accuracy" in these fields is paramount.

Are there alternatives to using "linking accuracy" in technical writing?

Yes, depending on the context, you could use alternatives such as "connection precision", "association accuracy", or "mapping precision". The best choice depends on the specific aspect of the linking process you want to emphasize.

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Source & Trust

82%

Authority and reliability

4.1/5

Expert rating

Real-world application tested

Most frequent sentences: