distinct validation

USAGE SUMMARY

The phrase "distinct validation" is correct and usable in written English.
It can be used when referring to a specific or unique form of validation in various contexts, such as data analysis, software testing, or research. Example: "The study requires distinct validation methods to ensure the accuracy of the results."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

3 human-written examples

The choice of two distinct validation methods in our assay provides flexibility and makes it amenable to perform in a variety of laboratory settings.

BMC Veterinary Research

Receiver operating characteristic (ROC) curve analysis for these two geographically distinct validation cohorts run on different platforms revealed high sensitivity and specificity (positive predictive value (PPV =0.92, area under the curve (AUC >0.9, Fig. 2f).

Endocrine-Related Cancer

Specifically, we used two different 10-fold CV strategies: (I) we randomized the data into 10 distinct validation sets, each holding 45 full-sib families, i.e. all members of a family belonged to the same validation set; (II) each of the 10 full-sibs of a family was randomly assigned to a different validation set.

Genetics, Selection, Evolution

Human-verified similar examples from authoritative sources

Similar Expressions

57 human-written examples

Three distinct cross validation tests are used to examine the stability and efficiency of the proposed model.

Artificial Intelligence in Medicine

The overall average results of F-measure encompassing LVH method for distinct cross-validation and K NN is described in Figs. 4, 5. X-axis represents the over_sampling techniques and Y-axis represents the average F-measure values using four classifiers.

Journal of Big Data

Since our image database is quite limited in terms of the number of images available, we employ two distinct cross-validation protocols to estimate the classification accuracies: LOO-CV and LOPO-CV.

Computer Methods and Programs in Biomedicine

While some GWAS hits have been functionally validated and replicated across distinct populations, functional validation on a wide scale remains a major challenge.

Genetics, Selection, Evolution

Three distinct levels where validation is necessary were identified (see Figure 1 and discussion below).

Environmental Health Perspectives

In comparison to smaller DBs, the ChEMBL returns more distinct EFs from validation screenings.

Bioorganic and Medicinal Chemistry

CI has been evaluated in two distinct T-cell validation workshops.

Diabetes Care

What will validation validate?

Huffington Post

Expert writing Tips

Best practice

When describing a validation process, specify what makes it "distinct". This provides clarity and avoids ambiguity. Instead of just stating that a "distinct validation" was performed, explain the specific methods or criteria that differentiated it from other validation efforts.

Common error

Avoid using the phrase "distinct validation" without providing specific details. Overgeneralizing weakens the statement and reduces the informative value for the reader. Always clarify the specific aspects or elements that define the distinction of the validation process.

Linguistic Context

The phrase "distinct validation" functions primarily as a descriptor, specifying a particular type of validation. According to Ludwig AI, the phrase is grammatically sound. It indicates that the validation process is unique, separate, or different in some notable way from standard validation practices. It is often used in scientific and technical contexts to emphasize the rigor and reliability of research findings.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, "distinct validation" is a phrase used to describe a unique or separate validation process, often employed in scientific and technical contexts to emphasize the rigor and reliability of findings. Ludwig AI confirms its grammatical correctness. To effectively use this phrase, ensure you specify what makes the validation "distinct". While grammatically sound, its frequency is rare, and overgeneralization should be avoided. The phrase appears predominantly in scientific literature. When a more common expression is needed, consider alternatives like "separate validation", "unique validation", or "independent validation".

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

unique validation

Emphasizes the uniqueness or singularity of the validation process.

separate validation

Highlights the separation or independence of the validation process.

independent validation

Focuses on the validation being performed independently, without influence.

specific validation

Indicates that the validation is tailored to a particular purpose or context.

discrete validation

Suggests that the validation is separate and individually distinct.

individual validation

Highlights that each item or instance is validated separately.

validation by different methods

Emphasizes the use of multiple approaches for validation, each distinct.

validation with diverse datasets

Highlights that the validation is performed using a variety of different data sets.

unconventional validation

Suggests that validation departs from the established norm or practice.

alternative validation

Indicates a different approach to validation than the standard one.

FAQs

What does "distinct validation" mean in research?

In research, "distinct validation" refers to a validation process that is unique or separate from other validation methods. It often involves using different datasets, techniques, or criteria to confirm the accuracy and reliability of results. It is crucial for ensuring robustness and reducing bias.

How can I use "distinct validation" in a sentence?

You might say, "The model underwent "separate validation" using an independent dataset to confirm its predictive power" or "We employed a "unique validation" method tailored to the specific challenges of this dataset".

What is the difference between "distinct validation" and regular validation?

"Distinct validation" implies that the validation process is not standard or typical; it uses unique or "specific validation" techniques. Regular validation usually refers to more conventional or widely accepted methods.

When should I use "distinct validation" instead of "validation"?

Use "distinct validation" when you want to emphasize that the validation process is different or unique in some significant way. This highlights that the approach is not standard and offers additional rigor or a different perspective on confirming results, implying a higher level of scrutiny or a "validation by different methods".