Clustering#
(à venir)
score silhouette
clustering de variables catégorielles
Métriques
Lectures
A New Algorithm and Theory for Penalized Regression-based Clustering : méthode de sélection de variables pour des méthodes non supervisés de clustering, voir aussi Penalized Model-Based Clustering with Application to Variable Selection
Yinyang K-Means: A Drop-In Replacement of the Classic K-Means with Consistent Speedup
Scalable Density-Based Clustering with Quality Guarantees using Random Projections
Clustering Via Decision Tree Construction (implémentation en python dimitrs/CLTree)
Alternatives to the k-means algorithm that find better clusterings
Lectures - Constraint KMeans
Modules