low validation

USAGE SUMMARY

The phrase "low validation" is correct and usable in written English.
It can be used in contexts discussing the quality or reliability of data, assessments, or feedback that is deemed insufficient or inadequate. Example: "The results of the survey showed low validation, indicating that the responses may not accurately reflect the opinions of the entire population."

✓ Grammatically correct

Science

News & Media

Human-verified examples from authoritative sources

Exact Expressions

28 human-written examples

She had experienced 2 moments of Belligerence, 130 of Criticism (balanced by about 46 moments of Low Validation).

The New York Times - Magazine

Some of the truncation CVs with low validation scores (Figure S1) were found to be disease-causing mutations.

Plosone

Also, the smaller variants are enriched to be formed by VNTR or TEI and ensuing sequence complexities can explain the low validation rate.

Plosone

It may also be the reason for the low validation rate (4 out of 15) in the case of the prediction from intron regions.

Plosone

The relatively high hit rate in the primary screen and low validation rate (1/8, 12.5%) point to a number of potential caveats with using an overexpression screen for the heat shock response.

Plosone

Low validation of specific genes could reflect splice variants.

British Journal of Cancer

Human-verified similar examples from authoritative sources

Similar Expressions

32 human-written examples

4) Find the optimal feature subset with the lowest validation error.  .

EURASIP Journal on Image and Video Processing

Experimental results with a cross-validation analysis have shown that Multi-Layer Perceptron classifiers get the highest test score and the lowest validation error.

Robotics and Autonomous Systems

The network with lowest validation errors was chose.

BMC Musculoskeletal Disorders

All precisions were lower than 15%, except for the lowest validation sample, where it was lower than 20%.

Analytical and Bioanalytical Chemistry

Slopes that were the furthest from 1 were obtained for traits with the lowest validation correlations between DYD and GEBV.

Genetics, Selection, Evolution

Expert writing Tips

Best practice

When reporting "low validation", specify the metric or standard against which validation is being assessed to provide context and improve clarity.

Common error

Avoid assuming "low validation" means no validation. It indicates the validation process yielded unsatisfactory results or a low success rate, rather than an absence of effort. Clarify the extent and nature of validation attempts to prevent miscommunication.

Linguistic Context

The phrase "low validation" functions primarily as a descriptive term. It serves to characterize the degree or extent to which a process, result, or claim has been confirmed or supported by evidence. Ludwig AI's analysis indicates that is a grammatically correct and usable expression.

Expression frequency: Common

Frequent in

Science

90%

News & Media

10%

Formal & Business

0%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, the phrase "low validation" is a grammatically sound and commonly used term, particularly within scientific and technical fields. According to Ludwig AI's analysis, it describes situations where the degree of confirmation or support for a result is inadequate, prompting caution and further investigation. While grammatically correct, it's important to provide context when using the phrase, specifying the standards against which validation is measured. Alternatives like "poor validation" or "insufficient validation" may be used depending on the nuance required. Avoid misinterpreting it as a complete lack of validation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

poor validation

Replaces "low" with "poor", emphasizing the inadequate quality of the validation.

insufficient validation

Uses "insufficient" instead of "low" to highlight the lack of adequate validation.

limited validation

Substitutes "low" with "limited", suggesting a restricted amount of validation.

weak validation

Employs "weak" to indicate the validation process provides little support.

unconfirmed validation

Highlights that the validation process has not been fully confirmed or established.

inadequate confirmation

Shifts focus to confirmation, using "inadequate" to describe the level of support.

unsubstantiated validation

Suggests the validation lacks a solid foundation or evidence.

minimal validation

Indicates a very small amount of validation has been performed.

questionable validation

Implies that the validation is doubtful or uncertain.

tenuous validation

Highlights the fragile or weak nature of the validation.

FAQs

What does "low validation" mean in research?

In research, "low validation" indicates that a test, method, or result has not been sufficiently supported by evidence or confirmatory data. This suggests the findings may be unreliable or require further investigation.

How does "low validation" affect the interpretation of results?

A "low validation" score suggests that the results should be interpreted with caution. It doesn't necessarily invalidate the findings entirely, but it highlights the need for additional evidence or alternative explanations. You could consider using "insufficient validation".

What are the common causes of "low validation" rates?

Common causes include small sample sizes, methodological flaws, the presence of confounding variables, or issues with data quality. Each of them can affect the rate of validation.

Are there alternatives to using the phrase "low validation"?

Yes, depending on the specific context, alternatives such as "poor validation", "limited validation", or "insufficient confirmation" may be more appropriate. Consider the nuance you wish to convey when selecting a substitute.