GenRanStarts: Generate random starts

In CICA: Clusterwise Independent Component Analysis

Generate random starts

Description

Generate random starts

Usage

GenRanStarts(
  RanStarts,
  nClus,
  nBlocks,
  ARIlim = 0.2,
  itmax = 1000,
  verbose = FALSE
)

Arguments

RanStarts	number of randomstarts to generate
nClus	number of clusters
nBlocks	number of objects
ARIlim	maximal value of adjusted Rand Index
itmax	maximum number of iterations used to find suitable random starts
verbose	boolean that indicates whether the output should be printed on the console

Value

a list where the first element is a matrix with random starts, second element all pairwise ARIs #'

CICA documentation built on July 26, 2023, 5:51 p.m.