transformFeatures: Transformations on numerical features

In XanderHorn/autoML: Automated machine learning

Description

Computes log and sqaureroot feature transformations on numeric features

Usage

transformFeatures(x, numFeats, progress = FALSE, autoCode = TRUE)

Arguments

x	[data.frame | Required] Data.frame containing numeric features to transform
numFeats	[character vector | Required] Character vector of numerical features
progress	[logical | Optional] Should a progress bar display the progress when running the function
autoCode	[logical | Optional] Should code be generated when running the function

Value

List containing data.frame with transformed features as well as code when autoCode is TRUE

Author(s)

Xander Horn

Examples

transformed <- transformFeatures(x = iris, numFeats = names(iris)[1:4])

XanderHorn/autoML documentation built on Aug. 5, 2020, 11:45 a.m.