Feature Selection for Building Cost-Effective Data Stream Classifiers.
Like GaoXiaoyang Sean WangPublished in: ICDM (2005)
Keyphrases
- cost effective
- feature selection
- data streams
- support vector
- feature set
- small sample
- low cost
- feature selection algorithms
- data stream classification
- bayes classifier
- cost effectiveness
- feature subset
- naive bayes
- concept drift
- sliding window
- ensemble classifier
- classification models
- classification accuracy
- text categorization
- irrelevant attributes
- change detection
- multi class
- feature ranking
- support vector machine
- training data
- input features
- feature reduction
- dimensionality reduction
- streaming data
- feature space
- transactional data
- knn
- selected features
- ensemble learning
- machine learning algorithms
- svm classifier
- bayesian classifier
- model selection
- decision trees
- training set
- classification performances
- feature selection and classifier
- stream processing
- text classification
- ensemble methods
- data center
- machine learning
- data distribution