Aggregating multiple classification results using fuzzy integration and stochastic feature selection.
Nick J. PizziWitold PedryczPublished in: Int. J. Approx. Reason. (2010)
Keyphrases
- feature selection
- classification accuracy
- support vector machine
- text classification
- machine learning
- feature set
- support vector
- fuzzy logic
- model selection
- fuzzy classifier
- classification models
- feature space
- feature extraction
- feature subset
- text categorization
- accurate classification
- method for feature selection
- fuzzy sets
- combining multiple
- image classification
- training set
- pattern recognition
- classification performances
- decision trees
- fuzzy classification
- classification method
- fuzzy rules
- membership functions
- neural network
- bayesian classifier
- irrelevant features
- redundant features
- feature selection and classification
- conditional mutual information
- soft set
- selected features
- pattern classification
- classification algorithm
- support vector machine svm
- dimensionality reduction
- multi class
- classification rate
- cross validation
- unsupervised feature selection
- svm classifier
- mutual information
- data sets