splitter

data

Cuts data set, which has the next higher value of each variable
in the original data set.

cuts

The row index in frame that would be split on.

split_row

The split tree transferred as data frame.

frame

Vector of current cluster membership.

cloc

Distance matrix of all observations in the data.
exported function yet. Vector of 1 for all observations.

dist

The control argument to see how many split has been done.

split_order

Given the Cluster's frame's row position to split at <code>split_row</code>, this
function performs the split, calculate all necessary information for the
splitting tree and cluster memberships.

internal

Implementation of the Monothetic Clustering
algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on
continuous data sets. A lot of extensions are included in the package,
including applying Monothetic clustering on data sets with circular
variables, visualizations with the results, and permutation and
cross-validation based tests to support the decision on the number of
clusters.

splitter: Split Function

Description

Usage

Arguments

Value