clusterTypes property

Implementation

Map<String, String> clusterTypes = {
  'KMeans': '''

    Generate clusters using a kmeans algorithm, a traditional cluster
    algorithm used in statistics.

    ''',
  'Ewkm': '''

    Generate clusters using a kmeans algorithm initialised by selecting
    subspaces using entropy weighting.

    ''',
  'Hierarchical': '''

    Build an agglomerative hierarchical cluster. The number of clusters here
    is used to aggregate the hierarchy into k clusters. Also note that the
    algorithm is deterministic and so not depenendent on the random seed.

    ''',
  // 20260324 gjw biclust has been removed from CRAN. We might try biclustermd
  // some time.
  //
  // 'BiCluster': '''
  //
  //   Cluster by identifying suitable subsets of both the variables and the
  //   observations, rather than just the observations as in kmeans.
  //
  //   ''',
};