scale: Center and scale hyperSpec object

In hyperSpec: Work with Hyperspectral Data, i.e. Spectra + Meta Information (Spatial, Time, Concentration, ...)

Center and scale hyperSpec object

Description

link[base]{scale}s the spectra matrix. scale (x, scale = FALSE) centers the data.

Usage

## S4 method for signature 'hyperSpec'
scale(x, center = TRUE, scale = TRUE)

Arguments

x	the hyperSpec object
center	if TRUE, the data is centered to colMeans (x), FALSE suppresses centering. Alternatively, an object that can be converted to numeric of length nwl (x) by as.matrix (e.g. hyperSpec object containing 1 spectrum) can specify the center spectrum.
scale	if TRUE, the data is scaled to have unit variance at each wavelength, FALSE suppresses scaling. Alternatively, an object that can be converted to numeric of length nwl (x) by as.matrix (e.g. hyperSpec object containing 1 spectrum) can specify the center spectrum.

Details

Package scale provides a fast alternative for base::scale

Value

the centered & scaled hyperSpec object

Author(s)

C. Beleites

See Also

scale

package scale.

Examples

## mean center & variance scale
tmp <- scale (chondro)
plot (tmp, "spcmeansd")
plot (sample (tmp, 5), add = TRUE, col = 2)

## mean center only
tmp <- scale (chondro, scale = FALSE)
plot (tmp, "spcmeansd")
plot (sample (tmp, 5), add = TRUE, col = 2)

## custom center
tmp <- sweep (chondro, 1, mean, `/`)
plot (tmp, "spcmeansd")
tmp <- scale (tmp, center = quantile (tmp, .05), scale = FALSE)

hyperSpec documentation built on May 29, 2024, 7:28 a.m.