meu_mv_impr {DCEM}

meu_mv_impr: Part of DCEM package.

Description

Initialize the meu(s) by randomly selecting the samples from the dataset. It uses the proposed implementation from K-means++: The Advantages of Careful Seeding, David Arthur and Sergei Vassilvitskii. URL http://ilpubs.stanford.edu:8090/778/1/2006-13.pdf.

Usage

# Randomly seeding the meu.
meu_mv_impr(data, num_meu)

Arguments

data

(matrix): The dataset provided by the user.

num_meu

(numeric): The number of meu.

Value

A matrix containing the selected samples from the dataset.