between predictors and target vs relationship between predictors and target

Both phrases are correct, but they are used in slightly different contexts. 'Between predictors and target' is a more concise way to refer to the connection between the predictors and the target variable. On the other hand, 'relationship between predictors and target' provides a more detailed description of the connection.

Last updated: March 17, 2024 • 521 views

between predictors and target

This phrase is correct and commonly used to describe the connection between predictors and the target variable.

This phrase is a concise way to refer to the relationship between the predictors and the target variable in a statistical or predictive modeling context.

Examples:

The model analyzes the relationship between predictors and target.
There is a strong correlation between predictors and target variables.

Show examples from the web [+]

These relationships between predictors and target are summarized in a model, which can then be applied to a different data set in which the target values are ...
This emphasizes the covariance between predictors and target in the factor estimation step. The important distinction from PLS is that the 3PRF also allows the.
The system estimates the real orientation difference between predictors and target θ based on the noisy representation of this orientation difference by the brain ...
These relationships between predictors and target are summarized in a model, which can then be applied to a different data set in which the target values are ...

Alternatives:

relationship between predictors and target variables
connection between predictors and target
link between predictors and target
association between predictors and target
correlation between predictors and target

relationship between predictors and target

This phrase is also correct and provides a more detailed description of the connection between predictors and the target variable.

This phrase is suitable when a more elaborate description of the connection between predictors and the target variable is needed.

Examples:

The study explores the relationship between predictors and the target variable.
Understanding the relationship between predictors and target is crucial for accurate predictions.

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.
Nov 22, 2012 ... (Also, if there is no specific relationship between predictors and target as you say, then your classification will most likely perform poorly).
May 22, 2014 ... ... best estimate of future revenue • Score acts as regression function, models smooth relationship between predictors and target 0.7 0.6 0.5 0.4 ...

Alternatives:

connection between predictors and target variables
link between predictors and target
association between predictors and target
correlation between predictors and target
interplay between predictors and target

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between predictors and target vs relationship between predictors and target