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Market Yourself Essay

676 words - 3 pages

Analyse de données :

On effectue souvent une synthèse sur les résultats précédents par la création d’une typologie en utilisant la carte des observations.
Facteur horizontal : opposition entre art, littérature et science.
Facteur vertical : Aptitude au sport.
Cette classe comporte 2 groupes. Le groupe des filles et le groupe des garçons.
Les filles sont meilleures en art et littérature que les garçons. En revanche les garçons sont meilleurs en science et en sport.
On remarque également que le sport n’est pas déterminant.

Classification hiérarchique :
Les classifications sont des procédures automatisées de regroupement des données. La classification hiérarchique privilégie ...view middle of the document...

Une requête en 2 classes fournit un résultat analogue à l’analyse factorielle.
Classification non hiérarchique ou nuée dynamique.
L’algorithme de regroupement utilise cette fois des distances entre éléments.

Initialisation :
Dans l’ensemble des données, on choisit, soit de manière empirique soit de manière aléatoire, autant d’éléments que de classes désirées et en utilisant la relation « être au plus proche », on construit la partition initiale.
2 classes :





Pour chaque parties de la partition initiale on détermine le centre de gravité (graines) et on détermine à nouveau les distances entre les centres de gravité et les données. La relation « être au plus proche » permet de construire une nouvelle partition.
Test d’arrêt : La composition optimale est obtenue lorsque la partition est identique à la partition précédente.
Application :
Une classification hiérarchique en 3 classes fournit une composition optimale que l’on a des difficultés à interpréter. En revanche, une classification en 2 classes fournit les mêmes résultats que lors des précédentes analyses.
Rq : la classification hiérarchique consiste à déterminer un nombre optimal de classes la classification non...

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