Cluster Algorithms

This category contains 8 nodes.

DBScan Deprecated

Martin Ester, Hans-Peter Kriegel, Joerg Sander, Xiaowei Xu: A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise.

DensityBasedCluster Deprecated

Class for wrapping a Clusterer to make it return a distribution and density.

EM Deprecated

Simple EM (expectation maximisation) class.

FarthestFirst Deprecated

Cluster data using the FarthestFirst algorithm.

FilteredCluster Deprecated

Class for running an arbitrary clusterer on data that has been passed through an arbitrary filter.

Optics Deprecated

Mihael Ankerst, Markus M. Breunig, Hans-Peter Kriegel, Joerg Sander: OPTICS: Ordering Points To Identify the Clustering Structure.

SimpleKMeans Deprecated

Cluster data using the k means algorithm.

XMeans Deprecated

Cluster data using the X-means algorithm.