separate_data {DCEM}

separate_data: Part of DCEM package.

Description

Separate leaf nodes from the heaps.

Usage

separate_data(heap_list, num_clusters)

Arguments

heap_list

(list): The nested list containing the heaps. Each entry in the list is a list maintained in max-heap structure.

num_clusters

(numeric): The number of clusters. Default: 2

Value

A nested list where,

First entry is the list of heaps with leaves removed.

Second entry is the list of leaves.

References

Parichit Sharma, Hasan Kurban, Mehmet Dalkilic DCEM: An R package for clustering big data via data-centric modification of Expectation Maximization, SoftwareX, 17, 100944 URL https://doi.org/10.1016/j.softx.2021.100944