makeFeatureSpaceOperations: Make operation config object to build feature spaces

In RclusTool: Graphical Toolbox for Clustering and Classification of Data Frames

Make operation config object to build feature spaces

Description

makeFeatureSpaceOperations create config object for datasample

Usage

makeFeatureSpaceOperations(
  pca = FALSE,
  pca.nb.dims = 0,
  spectral = FALSE,
  sampling = FALSE,
  sampling.size.max = 0,
  scaling = FALSE
)

Arguments

pca	boolean: if TRUE, Principal Components Analysis is applied to reduce the data space.
pca.nb.dims	number of principal components kept. If pca.nb.dims=0, this number is computed automatically.
spectral	boolean: if TRUE, spectral embedding is applied to reduce the data space.
sampling	boolean: if TRUE, data sampling is used.
sampling.size.max	: maximum size of the sampled dataframe.
scaling	boolean: if TRUE, scaling is applied.

Value

configuration object created from parameters.

Examples

operations <- makeFeatureSpaceOperations(pca=TRUE)

RclusTool documentation built on May 29, 2024, 5:23 a.m.