WormTensor (version 0.1.2)

worm_clustering,WormTensor-method: Generates clustering result A clustering result is generated from a membership tensor.

Description

Generates clustering result A clustering result is generated from a membership tensor.

Usage

# S4 method for WormTensor
worm_clustering(
  object,
  algorithm = c("MCMI", "OINDSCAL", "CSPA"),
  num.iter = 30,
  thr = 1e-10,
  verbose = FALSE
)

Value

WormTensor object with a clustering result added

Arguments

object

WormTensor object with a membership tensor

algorithm

Clustering methods

num.iter

The upper limit of iterations (Default value is 30)

thr

The lower limit of relative change in estimates (Default value is 1E-10)

verbose

Control message

Examples

# \donttest{
    # Pipe Operation
    worm_download("Euclid", qc = "WARN")$Ds |>
        as_worm_tensor() |>
            worm_membership(k = 6) -> object
    worm_clustering(object, verbose = TRUE) -> ob_mcmi
    worm_clustering(object, algorithm = "OINDSCAL", verbose = TRUE) -> ob_oind
    worm_clustering(object, algorithm = "CSPA", verbose = TRUE) -> ob_cspa
# }