standardizer: Standardizing helper

In geocmeans: Implementing Methods for Spatial Fuzzy Unsupervised Classification

Standardizing helper

Description

Create functions to standardize and unstandardize data

Usage

standardizer(x)

Arguments

x	a numeric vector or a data.frame with only numeric columns. Non numeric columns are dropped.

Value

If x was a vector, the function returns a list containing two functions : scale and unscale. The first one is an equivalent of the classical function scale(x, center = TRUE, scale = TRUE). The second can be used to reverse the scaling and get back original units. If x was a data.frame, the same pair of functions is returned inside of a list for each numeric column.

Examples

data(LyonIris)
LyonScales <- standardizer(sf::st_drop_geometry(LyonIris))

geocmeans documentation built on Sept. 12, 2023, 9:06 a.m.