Cluster analysis
English: Cluster analysis is the classification of objects into different groups, or more precisely, the partitioning of a data set into subsets (clusters), so that the data in each subset (ideally) share some common trait - often proximity according to some defined distance measure.
Various
Cluster analysis examples
Density clusters
- Single-link hierarchical clustering
- k-Means (k=2)
- EM-algorithm (k=2)
- DBSCAN
Gaussian distributed data
- Single-link hierarchical clustering
- k-Means (k=2)
- EM-algorithm (k=2)
- DBSCAN
- OPTICS (with extraction)