K-means properties on six clustering benchmark datasets.
Pasi FräntiSami SieranojaPublished in: Appl. Intell. (2018)
Keyphrases
- benchmark datasets
- k means
- clustering algorithm
- clustering method
- cluster analysis
- data clustering
- self organizing maps
- hierarchical clustering
- spectral clustering
- rough k means
- unsupervised clustering
- uci repository
- document clustering
- uci machine learning repository
- terms of classification accuracy
- ensemble methods
- clustering approaches
- fuzzy c means
- cluster centers
- center based clustering
- clustering framework
- clustering result
- agglomerative hierarchical clustering
- clustering quality
- fuzzy k means
- constrained clustering
- cluster ensemble
- clustering analysis
- unsupervised learning
- text clustering
- sufficient statistics
- categorical data
- prediction accuracy
- image segmentation