Towards Property-Based Classification of Clustering Paradigms.
Margareta AckermanShai Ben-DavidDavid LokerPublished in: NIPS (2010)
Keyphrases
- classification accuracy
- unsupervised learning
- text classification
- unsupervised classification
- hierarchical clustering
- supervised classification
- machine learning
- cluster analysis
- data clustering
- text clustering
- support vector
- clustering algorithm
- graph theoretic
- clustering analysis
- density estimation
- unsupervised clustering
- pattern classification
- nearest neighbor classification
- high dimensionality
- class labels
- decision rules
- classification process
- feature selection
- classification method
- machine learning methods
- machine learning algorithms
- clustering method
- model selection
- pattern recognition
- preprocessing
- microarray data analysis
- decision trees
- image segmentation
- similarity measure
- training set
- feature set
- classification systems
- image classification
- classification rate
- classification scheme
- automatic classification
- anomaly detection
- benchmark datasets