scaling-functions: Numeric vector rescaling functions

Description Usage Arguments Details Value References Examples

Description

Rescale a numeric vector

Usage

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center(x, ...)

unit_range(x, ...)

unit_length(x, na.rm = TRUE)

Arguments

x

a numeric vector

...

additional arguments passed to scale for center or max and min for unit_range.

na.rm

if TRUE, unit_length calculates the L2 norm based on the non-missing elements of x.

Details

center

\frac{x - mean(x)}{sd(x)}

unit_range

\frac{x - min(x)}{max(x) - min(x)}

unit_length

\frac{x}{|| x ||}

Value

a rescaled version of x.

References

https://en.wikipedia.org/wiki/Normalization_(statistics)

Examples

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center(1:10)
unit_range(1:10)
unit_length(1:10)

sboysel/boysel documentation built on May 29, 2019, 3:24 p.m.