Create the settings for defining any feature selection that will be done

Create the settings for defining any feature selection that will be done

Usage

createUnivariateFeatureSelection(k = 100)

Arguments

k

This function returns the K features most associated (univariately) to the outcome

Value

An object of class featureEngineeringSettings

Details

Returns an object of class featureEngineeringSettings that specifies the function that will be called and the settings. Uses the scikit-learn SelectKBest function with chi2 for univariate feature selection.

Examples