imp.features: Displaying the Selected Features

In HybridFS: A Hybrid Filter-Wrapper Feature Selection Method

Description

Displays the selected set of features generated via the HybridFS function

Usage

imp.features(FS)

Arguments

FS	FS is the final list returned from HybridFS function.It contains a data frame of the selected features with the relative rank and the optimal model performance.

Details

Displays the final selected variables with relative rank and an additional plot of Top 10 significant variables.Continuous features selected are returned as binned variables (e.g. average_volume is returned as average_volume.binned).To retrieve the transformed dataset,use FinalBinnedData function

Examples

FS=HybridFS(input.df=validation,target.var.name="Survived")
imp.features(FS)

HybridFS documentation built on June 11, 2019, 5:02 p.m.