Decoupling of clustering and classification steps in a cluster-based classification.
Ray R. HashemiMahmood BaharChristopher ChildersAlexander A. TylerPublished in: ICMLA (2005)
Keyphrases
- pattern recognition
- machine learning
- decision trees
- classification accuracy
- feature extraction
- support vector
- classification scheme
- supervised learning
- image classification
- pattern classification
- unsupervised learning
- classification systems
- supervised classification
- object classification
- automatic classification
- classification models
- support vector machine svm
- cluster analysis
- text classification
- feature vectors
- preprocessing
- class labels
- cross validation
- decision rules
- classification algorithm
- machine learning algorithms
- feature set
- document classification
- data points
- active learning
- feature space
- classification process
- unsupervised clustering