validate models

USAGE SUMMARY

The phrase "validate models" is correct and usable in written English.
It can be used in contexts related to testing or confirming the accuracy and reliability of models, often in fields like data science, engineering, or research. Example: "Before deploying the new algorithm, we need to validate models to ensure their predictions are accurate."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

60 human-written examples

We used 10-fold stratified cross-validation (CV) to validate models, which makes the folds by preserving the percentage of samples for each class.

Nature

This review summarizes arguments against using the phrase model validation and examines efforts to validate models for high-level radioactive waste management and for permitting and monitoring open-pit mines.

Applied Geochemistry

Certainly, the adequate parameterization of double cross-validation is crucial in order to select and validate models properly especially under model uncertainty.

Journal of Cheminformatics

Currently, there is no AMBIT implementation of the OpenTox validation and reporting services; however, remote validation and reporting services are compatible, and can be used to validate models created via AMBIT services.

Journal of Cheminformatics

The Columbia disaster, he said, may turn out to be rooted in a different kind of negligence -- a failure not just to model but also to do physical testing to validate models.

The New York Times

The Vulnerability of Permafrost Carbon Research Coordination Network funded by the US National Science Foundation, of which we are part, is bringing together people and observations to synthesize results and validate models.

Nature

This paper presents a new burner design for lean premixed stratified combustion for experiments to validate models for numerical simulations.

Combustion and Flame

Regarding the combustion of low calorific value (LCV) gas, experiments are done to validate models describing turbulent steady state combustion.

Applied Thermal Engineering

To develop and prospectively validate models of independent predictors of candidemia and candidemia-related death in cardiothoracic ICU (CICU) patients.

Chest

We also used the turnover models to validate models fitted to snapshot data (from one point in time).

Biological Conservation

The buildings were monitored for a year and the measured data was used to validate models of each system.

Energy and Buildings

Expert writing Tips

Best practice

When using "validate models", ensure that the validation process is clearly defined and uses appropriate metrics relevant to the model's purpose.

Common error

Avoid using only one metric to "validate models". A robust validation process incorporates multiple metrics and testing methodologies to ensure comprehensive reliability and accuracy.

Linguistic Context

The phrase "validate models" functions primarily as a verb phrase used to describe the process of confirming the accuracy and reliability of models. As seen in the examples provided by Ludwig, it often appears in scientific and technical contexts.

Expression frequency: Very common

Frequent in

Science

95%

Academia

3%

News & Media

1%

Less common in

Formal & Business

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "validate models" is a verb phrase commonly used to describe the process of confirming the accuracy and reliability of models, particularly in scientific and technical domains. According to Ludwig AI, the phrase is grammatically correct and frequently employed, as evidenced by the numerous examples. Usage of "validate models" emphasizes the importance of rigorous testing and assessment to ensure that models are reliable and trustworthy for making informed decisions. Alternative phrases such as "verify models" or "confirm models" can be used depending on the context. Remember, that a robust validation process incorporates multiple metrics and testing methodologies to ensure comprehensive reliability and accuracy.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

verify models

Focuses on the aspect of checking or confirming the correctness of the models.

confirm models

Emphasizes establishing the truth or correctness of the models.

authenticate models

Highlights the aspect of proving that the models are genuine and valid.

substantiate models

Implies providing evidence to support the validity of the models.

corroborate models

Suggests strengthening or supporting the models with additional evidence.

test models

Focuses on assessing the quality, performance, or reliability of the models.

assess models

Highlights the evaluation of models to see if they are useful and accurate.

evaluate models

Involves carefully determining the significance or value of models.

check the validity of models

Specifically targets checking whether the models measure what they are supposed to measure.

determine the accuracy of models

Highlights the aspect of establishing how exact or correct the models are.

FAQs

How can I use "validate models" in a sentence?

You can use "validate models" to describe the process of confirming the accuracy and reliability of models. For example, "We need to "validate models" using real-world data to ensure their effectiveness".

What does it mean to "validate models"?

To "validate models" means to confirm that the models accurately represent the real-world phenomena they are designed to simulate or predict. It involves testing the models against empirical data to ensure their reliability and correctness.

What are some alternatives to "validate models"?

Some alternatives to "validate models" include "verify models", "confirm models", or "authenticate models", depending on the specific context.

Why is it important to "validate models"?

It is crucial to "validate models" because it ensures that the models are reliable and accurate, which is essential for making informed decisions and predictions based on the model's outputs. Failing to validate can lead to incorrect conclusions and poor outcomes.