coranking: Co-Ranking Matrix

In gdkrmr/coRanking: Co-Ranking Matrix

Co-Ranking Matrix

Description

Calculate the co-ranking matrix to assess the quality of a diminsionality reduction.

Usage

coranking(
  Xi,
  X,
  input_Xi = c("data", "dist", "rank"),
  input_X = input_Xi,
  use = "C"
)

Arguments

Xi	high dimensional data
X	low dimensional data
input_Xi	type of input of Xi (see. details)
input_X	type of input of X (see. details)
use	R or C backend

Details

Calculate the coranking matrix, to assess the quality of a dimensionality reduction. Xi is input in high dimensions, X is input in low dimensions the type of input is given in input_Xi and input_X, they can be one of c('data', 'dist', 'rank').

Value

a matrix of class 'coranking'

Author(s)

Guido Kraemer

See Also

rankmatrix

gdkrmr/coRanking documentation built on March 23, 2023, 5:43 a.m.