Effective classification using feature selection and fuzzy integration.
Nick J. PizziWitold PedryczPublished in: Fuzzy Sets Syst. (2008)
Keyphrases
- feature selection
- classification accuracy
- support vector
- feature space
- text classification
- fuzzy classification
- feature extraction
- classification models
- machine learning
- method for feature selection
- feature set
- mutual information
- feature selection algorithms
- support vector machine
- fuzzy classifier
- irrelevant features
- soft set
- high dimensionality
- decision trees
- pattern recognition
- model selection
- text categorization
- support vector machine svm
- feature subset selection
- classification performances
- web page classification
- feature ranking
- dimensionality reduction
- unsupervised learning
- fuzzy sets
- svm classifier
- classification method
- feature subset
- face recognition
- neural network
- conditional mutual information
- feature selection and classification
- redundant features
- class separability
- classification algorithm
- preprocessing
- accurate classification
- image classification
- feature vectors
- information gain
- pattern classification