the relationship between predictors and target vs relationship between predictors and target variable

Both phrases are correct, but they slightly differ in terms of specificity. The first phrase is more general, referring to the relationship between predictors and the target in a broad sense. The second phrase is more specific, explicitly mentioning the target as a variable. The choice between them depends on the level of detail and precision required in the context.

Last updated: March 17, 2024 • 687 views

This phrase is correct and commonly used in English.

"the relationship between predictors and target"

This phrase is a general way to refer to the connection or association between predictors and the target variable in a predictive modeling context.

Examples:

Understanding the relationship between predictors and target is crucial in building an accurate predictive model.
Researchers analyzed the relationship between predictors and target variables to identify significant factors.
The strength of the relationship between predictors and target influences the model's predictive power.
Exploring the relationship between predictors and target helps in feature selection.
The study focused on examining the relationship between predictors and target outcomes.

Show examples from the web [+]

Is a linear model sufficient for describing the relationship between predictors and target variables? Is it necessary to use a non-linear model in order to set up a ...
... model sufficient to describe the relationship between predictors and target variables, or (2) is it necessary to use a non-linear model in order to set up a model.

Alternatives:

the relationship between independent variables and dependent variable
the association between predictors and target
the connection between predictors and target variable
the link between predictors and target
the correlation between predictors and target

This phrase is correct and commonly used in English.

"relationship between predictors and target variable"

This phrase is a more specific way to describe the connection or association between predictors and the target variable, explicitly mentioning the target as a variable.

Examples:

The study focused on exploring the relationship between predictors and the target variable.
Understanding the relationship between predictors and the target variable is essential for accurate predictions.
Researchers analyzed the relationship between predictors and the target variable to identify key factors.
The strength of the relationship between predictors and the target variable impacts the model's performance.
The relationship between predictors and the target variable was found to be significant.

Alternatives:

relationship between independent variables and dependent variable
association between predictors and target variable
connection between predictors and target
link between predictors and target variable
correlation between predictors and target variable

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the relationship between predictors and target vs relationship between predictors and target variable