Clustering Big Data using Expectation Maximization Star (EM*) Algorithm

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Documentation for package ‘DCEM’ version 2.0.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

build_heap	build_heap: Part of DCEM package.
DCEM	DCEM: Clustering Big Data using Expectation Maximization Star (EM*) Algorithm.
dcem_cluster_mv	dcem_cluster (multivariate data): Part of DCEM package.
dcem_cluster_uv	dcem_cluster_uv (univariate data): Part of DCEM package.
dcem_predict	dcem_predict: Part of DCEM package.
dcem_star_cluster_mv	dcem_star_cluster_mv (multivariate data): Part of DCEM package.
dcem_star_cluster_uv	dcem_star_cluster_uv (univariate data): Part of DCEM package.
dcem_star_train	dcem_star_train: Part of DCEM package.
dcem_test	dcem_test: Part of DCEM package.
dcem_train	dcem_train: Part of DCEM package.
expectation_mv	expectation_mv: Part of DCEM package.
expectation_uv	expectation_uv: Part of DCEM package.
get_priors	get_priors: Part of DCEM package.
insert_nodes	insert_nodes: Part of DCEM package.
ionosphere_data	Ionosphere data: A dataset of 351 radar readings
maximisation_mv	maximisation_mv: Part of DCEM package.
maximisation_uv	maximisation_uv: Part of DCEM package.
max_heapify	max_heapify: Part of DCEM package.
meu_mv	meu_mv: Part of DCEM package.
meu_mv_impr	meu_mv_impr: Part of DCEM package.
meu_uv	meu_uv: Part of DCEM package.
meu_uv_impr	meu_uv_impr: Part of DCEM package.
separate_data	separate_data: Part of DCEM package.
sigma_mv	sigma_mv: Part of DCEM package.
sigma_uv	sigma_uv: Part of DCEM package.
trim_data	trim_data: Part of DCEM package. Used internally in the package.
update_weights	update_weights: Part of DCEM package.
validate_data	validate_data: Part of DCEM package. Used internally in the package.