dynutils (version 1.0.11)

scale_minmax: Rescale data to a [0, 1] range

Description

Rescale data to a [0, 1] range

Usage

scale_minmax(x)

Value

The centered, scaled matrix or vector. The numeric centering and scalings used are returned as attributes.

Arguments

x

A numeric vector, matrix or data frame.

Examples

## Generate a matrix from a normal distribution
## with a large standard deviation, centered at c(5, 5)
x <- matrix(rnorm(200*2, sd = 10, mean = 5), ncol = 2)

## Minmax scale the data
x_scaled <- scale_minmax(x)

## Plot rescaled data
plot(x_scaled)

## Show ranges of each column
apply(x_scaled, 2, range)