inter_wine

Results of a chemical analysis of wines grown in the same region in Italy but
derived from three different cultivars, aggregate on sulfur dioxide to
interval simple label data.

datasets

Provide functions for overlaps clustering, fuzzy clustering and interval-valued data manipulation. The package implement the following algorithms:
OKM (Overlapping Kmeans) from Cleuziou, G. (2007) <doi:10.1109/icpr.2008.4761079> ;
NEOKM (Non-exhaustive overlapping Kmeans) from Whang, J. J., Dhillon, I. S., and Gleich, D. F. (2015) <doi:10.1137/1.9781611974010.105> ;
Fuzzy Cmeans from Bezdek, J. C. (1981) <doi:10.1007/978-1-4757-0450-1> ;
Fuzzy I-Cmeans from de A.T. De Carvalho, F. (2005) <doi:10.1016/j.patrec.2006.08.014>.

Guillaume Cleuziou

COveR

Clustering with Overlaps

Nicolas Hiot

inter_wine function

A interval structure with 132 rows and 10 variables divided in min
and max with 7 class:<dl class="dl-horizontal">
 <dt>fixed.acidity</dt><dd></dd>
 <dt>volatile.acidity</dt><dd></dd>
 <dt>citric.acid</dt><dd></dd>
 <dt>residual.sugar</dt><dd></dd>
 <dt>chlorides</dt><dd></dd>
 <dt>total.sulfur.dioxide</dt><dd></dd>
 <dt>density</dt><dd></dd>
 <dt>pH</dt><dd></dd>
 <dt>sulphates</dt><dd></dd>
 <dt>alcohol</dt><dd></dd>
</dl>Class :<dl class="dl-horizontal">
 <dt>Class3</dt><dd></dd>
 <dt>Class4</dt><dd></dd>
 <dt>Class5</dt><dd></dd>
 <dt>Class6</dt><dd></dd>
 <dt>Class7</dt><dd></dd>
 <dt>Class8</dt><dd></dd>
 <dt>Class9</dt><dd></dd>
</dl>

Format

Results of a chemical analysis of wines grown in the same region in Italy but
derived from three different cultivars, aggregate on sulfur dioxide to
interval simple label data. — inter_wine

Results of a chemical analysis of wines grown in the same region in Italy but
derived from three different cultivars, aggregate on sulfur dioxide to
interval simple label data.

inter_wine: Results of a chemical analysis of wines grown in the same region in Italy but derived from three different cultivars, aggregate on sulfur dioxide to interval simple label data.

Description

Usage

Arguments

Format