Classification-Based Clustering Evaluation.
John S. WhissellCharles L. A. ClarkePublished in: ICDM (2013)
Keyphrases
- unsupervised learning
- decision trees
- unsupervised clustering
- clustering algorithm
- support vector
- classification accuracy
- unsupervised classification
- supervised classification
- feature extraction
- pattern recognition
- cluster analysis
- classification algorithm
- clustering method
- classification rules
- document clustering
- clustering analysis
- data points
- k means
- feature space
- high dimensionality
- pattern classification
- density estimation
- classification models
- information theoretic
- evaluation method
- classification scheme
- support vector machine svm
- training samples
- supervised learning
- classification systems
- feature vectors
- preprocessing
- gene expression profiles
- evaluation model
- classification rate
- nearest neighbor classification
- high dimensional data
- spectral clustering
- decision rules
- data sets
- nearest neighbor
- semi supervised
- feature selection
- information retrieval
- machine learning
- neural network