conduct further cross-validation

USAGE SUMMARY

The phrase "conduct further cross-validation" is correct and usable in written English.
It can be used in contexts related to data analysis, machine learning, or research when discussing the process of validating a model or method with additional data. Example: "To ensure the accuracy of our findings, we need to conduct further cross-validation on the dataset."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

We conduct further cross-validation and case studies, and the results clearly suggest the efficacy of the proposed method.

Neurocomputing

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

This function can be used for further cross-validation.

AoB PLANTS

We do recommend further cross-validation studies for developing and validation of SF equation specific to Pakistani paediatric population.

BMJ Open

Further cross-validation did not improve nor change overall classification and ranking.

BMC Genomics

The generalized cross-validation method does not use any further cross-validation data, but estimates the leave-one-out cross validation error of the candidate models based on the calibration data.

BMC Systems Biology

These parameters can be better selected by a further cross validation.

BMC Systems Biology

To assess the stability of HMMC results, we conduct a cross-validation as described earlier [ 16].

BMC Genomics

Our next step is to conduct a cross-validation analysis of the diagnostic and prognostic accuracy of this new tool.

Fluids and Barriers of the CNS

The last sensitivity analysis was conducted by cross-validation according to Gelman et al. [ 42].

BMC Medical Research Methodology

These tests were conducted with cross-validation using SPSS version 11.0.1 (SPSS, Chicago, IL).

BioMed Research International

To assess whether the latter is the case, we conducted a cross-validation.

BMC Genomics

Expert writing Tips

Best practice

When reporting research findings, clearly state the type of cross-validation used (e.g., k-fold, leave-one-out) to ensure reproducibility and transparency.

Common error

Avoid vague references like "more validation". Instead, specify that you will "conduct further cross-validation" to highlight the specific method employed.

Linguistic Context

The phrase "conduct further cross-validation" functions as a directive within research methodology. Ludwig AI shows its use in suggesting or performing extra validation to ensure reliability. It suggests an action to be taken in the analysis process.

Expression frequency: Common

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "conduct further cross-validation" is grammatically correct and commonly used within scientific and research contexts. According to Ludwig AI, it serves as a directive to perform additional validation steps to ensure the robustness and reliability of models or methods. Alternatives like "perform additional cross-validation" or "carry out further cross-validation" can be used. The phrase is formal and scientific, typically appearing in academic papers and research reports. Understanding its use and purpose is crucial for researchers aiming to ensure the validity of their findings.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

perform additional cross-validation

Replaces "conduct" with "perform" and "further" with "additional", providing a slightly different but equivalent phrasing.

undertake further cross-validation

Substitutes "conduct" with "undertake", offering a more formal tone while retaining the original meaning.

carry out additional cross-validation

Replaces "conduct" with "carry out" and "further" with "additional", presenting another common alternative with minimal semantic change.

execute further cross-validation

Replaces "conduct" with "execute", suggesting a more active implementation of the validation process.

implement further cross-validation

Similar to "execute", this alternative emphasizes the implementation aspect of the validation.

pursue additional cross-validation

Changes "conduct" to "pursue", implying a continued or ongoing effort in the validation process.

engage in further cross-validation

Replaces "conduct" with "engage in", indicating active participation in the cross-validation process.

proceed with further cross-validation

Implies continuation with the cross-validation process.

advance with further cross-validation

Highlights the progression and advancement in the validation efforts.

develop further cross-validation

While slightly deviating, it suggests developing the cross-validation methods or techniques further.

FAQs

What does "conduct further cross-validation" mean?

It means to perform additional validation of a model or method using cross-validation techniques, ensuring its reliability and generalizability.

How do I use "conduct further cross-validation" in a research paper?

You might write, "To ensure the robustness of our model, we will "conduct further cross-validation" using a k-fold approach."

What are some alternatives to "conduct further cross-validation"?

You can use phrases like "perform additional cross-validation", "undertake further cross-validation", or "carry out additional cross-validation" depending on the context.

Why is it important to "conduct further cross-validation"?

It helps to verify that the results obtained are not due to chance or overfitting, improving the confidence in the validity and applicability of the model.