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


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Documentation for package ‘DCEM’ version 2.0.4

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build_heap build_heap: Part of DCEM package.
DCEM DCEM: Data clustering through Expectation-Maximization 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_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.