Does Number of Clusters Effect the Purity and Entropy of Clustering?
Jamal UddinRozaida GhazaliMustafa Mat DerisPublished in: SCDM (2016)
Keyphrases
- clustering algorithm
- cluster centers
- small number
- information theoretic
- data clustering
- hierarchical clustering
- self organizing maps
- k means
- fuzzy clustering
- overlapping clusters
- cluster validity
- input data
- data sets
- subspace clustering
- computational complexity
- unsupervised clustering
- model based clustering
- fuzzy clustering algorithm
- clustering procedure