build_heap

<p>(NumericMatrix): The dataset provided by the user.</p>

data

<p>Implements the creation of heap. Internally called by the <code>dcem_star_train</code>.</p>

Implements the Improved Expectation Maximisation EM* and the traditional EM algorithm for clustering
big data (gaussian mixture models for both multivariate and univariate datasets). This version
implements the faster alternative-EM* that expedites convergence via structure based data segregation.
The implementation supports both random and K-means++ based initialization. Reference: Parichit Sharma,
Hasan Kurban, Mehmet Dalkilic (2022) <doi:10.1016/j.softx.2021.100944>. Hasan Kurban,
Mark Jenne, Mehmet Dalkilic (2016) <doi:10.1007/s41060-017-0062-1>.

Sharma Parichit

DCEM

build_heap: build_heap: Part of DCEM package.

Description

Usage

Arguments

Value