parameters to the model

USAGE SUMMARY

The phrase "parameters to the model" is correct and usable in written English.
It can be used when discussing the specific variables or settings that define or influence a model, particularly in fields like statistics, machine learning, or scientific research. Example: "The parameters to the model must be carefully adjusted to ensure accurate predictions."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

26 human-written examples

Atomic diffusion coefficients and reaction rate of isolated nickel-coated aluminum particles are input parameters to the model.

Combustion and Flame

Possibility theory was hence applied to study the propagation of uncertainty, from the model parameters to the model output (average flux and filtration cost).

Energy Conversion and Management

The input parameters to the model are the latitude of the desired location and the amount of total precipitable water content in the vertical column at that location.

Renewable Energy

Input parameters to the model were reservoir P, T, stock tank γ o, and separator γ g.

Journal of Petroleum Exploration and Production Technology

The approach mentioned above does not yield the optimal set of estimated parameters to the model (4).

Brain Informatics

For training and then testing the performance of a network, it is very important to choose the number and type of input parameters to the model.

Applied Water Science

Human-verified similar examples from authoritative sources

Similar Expressions

34 human-written examples

The input parameters to the models are solar and geomagnetic activities only.

Earth, Planets and Space

To determine contribution of the input parameters to the models, the correlation coefficients (R) are calculated, as shown in Table 3.

Applied Water Science

A key input parameter to the model is TB incidence.

eLife

The higher error means the more sensitive the parameter to the model.

BioMed Research International

Without evidence that resources specifically limited translation, we didn't see the need to add this complicating parameter to the model.

eLife

Expert writing Tips

Best practice

When documenting model parameters, provide clear definitions and units of measurement to ensure reproducibility and understanding.

Common error

Avoid vague descriptions of model parameters. Always provide sufficient detail for others to understand their role and impact on the model's output.

Linguistic Context

The phrase "parameters to the model" functions as a noun phrase, typically serving as the subject or object of a sentence. It identifies the set of values or settings that define and influence a model's behavior. As Ludwig AI confirms, this phrase is grammatically correct and commonly used.

Expression frequency: Common

Frequent in

Science

95%

Academia

3%

Formal & Business

1%

Less common in

News & Media

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

In summary, "parameters to the model" is a common and grammatically sound phrase used to refer to the inputs or settings that define a model, frequently appearing in scientific and academic contexts. As Ludwig AI points out, it is correct and usable in written English. When writing about model parameters, clarity and specificity are key; provide clear definitions and be wary of oversimplifying parameter descriptions. Alternatives include "model inputs", "input variables for the model", or "model settings". By providing precise descriptions and avoiding vagueness, you can enhance understanding and reproducibility.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

model inputs

This alternative directly refers to the data or settings fed into the model.

input variables for the model

This option is more explicit, specifying that the inputs are variables.

model settings

This refers to the configurable options of the model.

configuration parameters for the model

This option uses a more formal tone, emphasizing the configuration aspect.

adjustable parameters of the model

This highlights the adjustability feature of parameters.

tunable parameters for the model

Highlights the tunability of the parameters.

model's influencing factors

This emphasizes the impact these parameters have on the model's behavior.

factors affecting the model

This focuses on the effect that the parameters exert on the model.

model's determining variables

This choice of words stresses the key role of the parameters in determining the result.

specifiable parameters in the model

This alternative uses 'specifiable' to underline the ability to specify the parameters.

FAQs

How do I properly define the "parameters to the model" in scientific writing?

Clearly define each parameter, including its units, range, and expected impact on the model's output. Providing a table summarizing these details can enhance clarity and reproducibility.

What's the difference between "parameters to the model" and "model assumptions"?

"Parameters to the model" are adjustable inputs, while "model assumptions" are underlying beliefs about the system being modeled. Parameters can be changed, but assumptions are usually fixed unless the model is fundamentally altered.

Can I use "input variables" instead of "parameters to the model"?

Yes, "input variables" is a suitable alternative. Other options include "model inputs" or "model settings" depending on the context.

What are some common mistakes when choosing "parameters to the model"?

Common mistakes include using too many parameters (overfitting), not validating parameter values with empirical data, or neglecting sensitivity analyses to understand the impact of each parameter.