fitted.proximus: Extract from a Proximus Object

In cba: Clustering for Business Analytics

Extract from a Proximus Object

Description

Get the full storage representation of the approximated matrix and the pattern labels of the original data samples from an object of class proximus.

Usage

## S3 method for class 'proximus'
fitted(object, drop = FALSE, ...)

Arguments

object	an object of class proximus.
drop	optionally drop patterns that do not meet the mining criteria.
...	further (unused) arguments.

Details

If option drop is TRUE only patterns that satisfy the minimum size and maximum radius constraint are extracted.

Value

A list with the following components:

x	the fitted data matrix.
pl	a factor of pattern (cluster) labels. The indexes of the original data samples are provided as attribute Index.

Author(s)

Christian Buchta

See Also

proximus for pattern mining with the Proximus algorithm.

Examples

### see proximus

cba documentation built on Sept. 11, 2024, 9:32 p.m.