refinement_context: Create the refinement context

In unmnn/CluReAL: Clustering Refinement ALgorithm

Description

Create the refinement context

Usage

refinement_context(x, y, cc, gv)

Arguments

x	The input data (numeric matrix).
y	Cluster membership indices (integer vector). -1 indicates noise.
cc	The cluster context.
gv	The GOI cluster validity indices object.

Value

A list with four elements:

• mm: Cluster multimodality flag (logical vector of length k).

• k_dens: Cluster-individual relative density (double vector of length k).

• global_c_dens: Global density (double).

• kinship: cluster kinship matrix (k x k matrix): 0-itself, 1-parent and child, 2-relatives, 3-close friends, 4-acquaintances, 5-unrelated.

Examples

# TODO

unmnn/CluReAL documentation built on Dec. 23, 2021, 2:01 p.m.