ballclust: Fast VII Gaussian Mixture Model

In GridOnClusters: Cluster-Preserving Multivariate Joint Grid Discretization

Fast VII Gaussian Mixture Model

Description

Fast VII Gaussian Mixture Model

Usage

ballclust(
  data,
  G = NULL,
  threads = parallel::detectCores() - 1,
  min_pts = 5,
  verbose = FALSE
)

Arguments

data	A numeric matrix or data frame.
G	An integer vector specifying the numbers of mixture components. If NULL, defaults to 1:9.
threads	Number of threads for OpenMP parallelization.
min_pts	an integer to specify the minimum number of points inside a cluster. Default: 5
verbose	logical. if TRUE, print out additional messages. Default: FALSE

Value

An object of class ballclust, mimicking mclust.

GridOnClusters documentation built on July 18, 2026, 5:07 p.m.