an input variable for the model

USAGE SUMMARY

The phrase "an input variable for the model" is correct and usable in written English.
It can be used in contexts related to data analysis, machine learning, or statistical modeling when discussing the components that feed into a model. Example: "In our study, we identified several key factors that serve as an input variable for the model, including age, income, and education level."

✓ Grammatically correct

Science

Human-verified examples from authoritative sources

Exact Expressions

1 human-written examples

Surface water bodies (rivers and lakes) were extracted from the country inland water data of the Digital Chart of the World (DCW; http://biogeo.berkeley.edu/bgm/gdata.php) and the minimum distance to water in km was calculated per pixel using ArcGIS 9.3 software and used as an input variable for the model.

Plosone

Human-verified similar examples from authoritative sources

Similar Expressions

59 human-written examples

The input variables for the model included 10 geometrical design variables, 2 material design variables, and 3 operating conditions.

Energy for Sustainable Development

The assumptions and baseline input variables for the model have been described (15 ).

Emerging Infectious Diseases

The paper provided the majority of input variables for the model.

BMC Health Services Research

The input variables for the model were derived by matching variables in the Agincourt VA questionnaire (47) or identifying specific text strings in the narrative fields.

Global Health Action

First, the relevant input variables of an energy model which should be assessed in terms of their uncertainty are chosen.4 Secondly, data that potentially could influence the dependent variable (i.e. the input variable for the energy model) is gathered.

Energy, Sustainability and Society

Classical hydrothermal-time indices were used as input variable for the development of univariate models, while thermal-time and hydro-time were used as independent input variables for developing bivariate models.

Computers and Electronics in Agriculture

The information obtained from phenomenological model is used to select and preprocess input variables for the neural model.

Neurocomputing

Based on these considerations, we chose to use all of our input variables for the DEA model.

Health Care Management Science

Suppose ω represents an input variable to a model.

Energy, Sustainability and Society

The corrosion degree and stress range are regarded as the input variables for the proposed Weibull model.

International Journal of Fatigue

Expert writing Tips

Best practice

When describing the setup of a model, be specific about the units and range of the "an input variable for the model" to ensure reproducibility and clarity.

Common error

Avoid vague descriptions of "an input variable for the model". Always specify how the variable is measured, pre-processed, and its expected influence on the model's output. Failing to be specific may lead to misunderstandings.

Linguistic Context

The phrase "an input variable for the model" functions as a noun phrase identifying a specific element used in constructing or operating a model. Ludwig AI confirms that the phrase is grammatically sound and readily usable in scientific and technical writing.

Expression frequency: Rare

Frequent in

Science

100%

Less common in

News & Media

0%

Formal & Business

0%

Academia

0%

Ludwig's WRAP-UP

In summary, the phrase "an input variable for the model" serves as a grammatically sound and clear way to refer to a factor or element used in constructing or operating a model. According to Ludwig AI, its usage is correct and suitable for formal writing. While "an input variable for the model" appears mostly in scientific contexts, related phrases like "model input parameter" or "input feature for the model" can offer more versatility. For best practice, always be specific about the nature and units of the input variable to avoid overgeneralization and promote clarity. The low occurrence indicates more direct language could be used, based on user or context requirements.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

Model input parameter

Changes the structure to emphasize the 'parameter' aspect of the input.

Variable used as input for the model

Rephrases to focus on the action of using the variable as input.

Input feature for the model

Substitutes "variable" with "feature", common in machine learning.

Model's independent variable

Uses the statistical term 'independent variable' to clarify the variable's role.

Factor considered in the model

Broadens the term to 'factor', implying a contributing element.

Parameter incorporated into the model

Uses "parameter" to suggest a quantifiable value used in the model.

Data point used for model training

Focuses on the use of the variable in the training phase.

Element feeding into the model

Uses a more general term, "element", to refer to the input.

Predictor variable in the model

Highlights the variable's role in predicting outcomes.

Model's explanatory variable

Highlights the variable's role in explaining variance in the model's output.

FAQs

How can I describe "an input variable for the model" in simpler terms?

You can use phrases like "model input parameter", "variable used as input for the model", or "input feature" depending on the context.

What is the difference between "an input variable for the model" and a "parameter"?

While often used interchangeably, "an input variable for the model" generally refers to any data point fed into a model, while a "parameter" is a specific, quantifiable value that helps define the model's behavior. The context determines which term is more appropriate.

In what fields is the term "an input variable for the model" most commonly used?

The phrase is commonly found in scientific research, data analysis, machine learning, and statistical modeling.

Is it correct to say 'a variable input for the model' instead of "an input variable for the model"?

While understandable, "a variable input for the model" is less common and slightly awkward. Stick with "an input variable for the model" for clarity.