BreedsDogs

Table that describes 27 breeds of dog considering their size, weight,
speed, intelligence, affectivity, aggressiveness and function.

datasets

Some functions of 'ade4' and 'stats' are combined in order to obtain a partition of the rows of a data table, with columns representing variables of scales: quantitative, qualitative or frequency.
First, a principal axes method is performed and then, a combination of Ward agglomerative hierarchical classification and K-means is performed, using some of the first coordinates obtained from the previous principal axes method.
The function 'kmeansW', a modification of 'kmeans', programmed in C++, is included, in order to permit to have different weights of the elements to be clustered. Some complementary functions and datasets are included.
See, for example:
Lebart, L. and Piron, M. and Morineau, A.  (2006).
Statitique exploratoire multidimensionnelle, Dunod, Paris.

Campo Pardo

FactoClass

Combination of Factorial Methods and Cluster Analysis

BreedsDogs function

Object of class data.frame with 27 rows and 7 columns with the following description:<table><tr><td>
 </td>
<td> VARIABLE </td>
<td> CATEGORIES </td>
<td> </td>
<td> </td>
</tr><tr><td>
 [,1] </td>
<td> Size(SIZE) </td>
<td> Small(sma) </td>
<td> Mediun(med) </td>
<td> Large(lar) </td>
</tr><tr><td>
 [,2] </td>
<td> Weight(WEIG) </td>
<td> lightweight(lig) </td>
<td> Mediun(med) </td>
<td> Heavy(hea) </td>
</tr><tr><td>
 [,3] </td>
<td> Speed(SPEE) </td>
<td> Low(low) </td>
<td> Mediun(med) </td>
<td> High(hig) </td>
</tr><tr><td>
 [,4] </td>
<td> Intelligence(INTE) </td>
<td> Low(low) </td>
<td> Mediun(med) </td>
<td> High(hig) </td>
</tr><tr><td>
 [,5] </td>
<td> Affectivity(AFFE) </td>
<td> Low(low) </td>
<td> High(hig) </td>
<td> </td>
</tr><tr><td>
 [,6] </td>
<td> aggressiveness(AGGR) </td>
<td> Low(low) </td>
<td> High(hig) </td>
<td> </td>
</tr><tr><td>
 [,7] </td>
<td> function(FUNC) </td>
<td> Company(com) </td>
<td> Hunt(hun) </td>
<td> Utility(uti) </td>
</tr></table>

BreedsDogs: Breeds of Dog

Description

Usage

Arguments

Format

References

	VARIABLE	CATEGORIES
[,1]	Size(SIZE)	Small(sma)	Mediun(med)	Large(lar)
[,2]	Weight(WEIG)	lightweight(lig)	Mediun(med)	Heavy(hea)
[,3]	Speed(SPEE)	Low(low)	Mediun(med)	High(hig)
[,4]	Intelligence(INTE)	Low(low)	Mediun(med)	High(hig)
[,5]	Affectivity(AFFE)	Low(low)	High(hig)
[,6]	aggressiveness(AGGR)	Low(low)	High(hig)
[,7]	function(FUNC)	Company(com)	Hunt(hun)	Utility(uti)