total_correlation-dimRedResult-method: Method total_correlation

In gdkrmr/dimRed: A Framework for Dimensionality Reduction

Method total_correlation

Description

Calculate the total correlation of the variables with the axes to assess the quality of a dimensionality reduction.

Usage

## S4 method for signature 'dimRedResult'
total_correlation(
  object,
  naxes = ndims(object),
  cor_method = "pearson",
  is.rotated = FALSE
)

Arguments

object	of class dimRedResult
naxes	the number of axes to use for optimization.
cor_method	the correlation method to use.
is.rotated	if FALSE the object is rotated.

See Also

Other Quality scores for dimensionality reduction: AUC_lnK_R_NX,dimRedResult-method, LCMC,dimRedResult-method, Q_NX,dimRedResult-method, Q_global,dimRedResult-method, Q_local,dimRedResult-method, R_NX,dimRedResult-method, cophenetic_correlation,dimRedResult-method, distance_correlation,dimRedResult-method, mean_R_NX,dimRedResult-method, plot_R_NX(), quality,dimRedResult-method, reconstruction_error,dimRedResult-method, reconstruction_rmse,dimRedResult-method

gdkrmr/dimRed documentation built on March 23, 2023, 5:44 a.m.