The normalr allows you to perform normalisation on multiple variables in large-scale datasets.
normalr is available from CRAN. Install it with:
You can install normalr from github with:
# install.packages("devtools") devtools::install_github("kcha193/normalr")
The following example uses normalr to normalise 11 continous variables in mtcars dataset.
library(normalr) normaliseData(mtcars, getLambda(mtcars))
The following example run a shiny appliaction uses normalr to normalise any dataset that the user input.
The shiny app is also available from shinyapps.io.
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