Feature selection for monotonic classification via maximizing monotonic dependency.
Weiwei PanQinghua HuYanping SongDaren YuPublished in: Int. J. Comput. Intell. Syst. (2014)
Keyphrases
- feature selection
- classification accuracy
- support vector
- text classification
- feature extraction
- feature space
- pattern recognition
- classification models
- text categorization
- model selection
- support vector machine
- feature set
- method for feature selection
- neural network
- mutual information
- accurate classification
- machine learning
- pattern classification
- image classification
- discriminative features
- bayes classifier
- classification performances
- feature selection algorithms
- small sample
- web page classification
- dimension reduction
- classification algorithm
- cross validation
- informative features
- redundant features
- feature selection and classification
- multi class
- data sets
- bayesian classifier
- feature weighting
- classification scheme
- automatic classification
- class labels
- support vector machine svm
- training set
- feature vectors
- knn