Gaussian mixture covariance structure parameters — gm_clust

Logical flags controlling the covariance structure of cluster Gaussians fit by tidyclust::gm_clust() with the mclust engine. See gm_clust() for descriptions.

Usage

circular(values = c(TRUE, FALSE))

zero_covariance(values = c(TRUE, FALSE))

shared_orientation(values = c(TRUE, FALSE))

shared_shape(values = c(TRUE, FALSE))

shared_size(values = c(TRUE, FALSE))

Arguments

values: A vector of possible values (c(TRUE, FALSE) by default).

Value

A dials parameter object for use with tune::tune_grid() and related functions.

Examples

circular()
#> Circular MVG (qualitative)
#> 2 possible values include:
#> TRUE and FALSE
zero_covariance()
#> Zero Covariance (qualitative)
#> 2 possible values include:
#> TRUE and FALSE
shared_orientation()
#> Shared Orientation (qualitative)
#> 2 possible values include:
#> TRUE and FALSE
shared_shape()
#> Shared Shape (qualitative)
#> 2 possible values include:
#> TRUE and FALSE
shared_size()
#> Shared Size (qualitative)
#> 2 possible values include:
#> TRUE and FALSE