8  Cluster

Figure 8.1: The Cluster module allows clustering of cases

The Cluster module allows clustering of cases. The following algorithms are included:

• KMEANS K-Means Clustering
• CMEANS Fuzzy C-Means Clustering
• PAM Patitioning Around Medoids (K-Medoids)
• PAMK Patitioning Around Medoids with k estimation
• SPEC Spectral Clustering
• NGAS Neural Gas Clustering
• MEANSHIFT Meanshift Clustering
• HOPACH Hierarchical Ordered Partitioning and Collapsing Hybrid
• EMC Expectation Maximization Clustering
• DBSCAN Density-Based Spatial Clustering of Applications with Noise
• HARDCL Hard Competitive Learning