Feature Selection for Monotonic Classification.
Qinghua HuWeiwei PanLei ZhangDavid ZhangYanping SongMaozu GuoDaren YuPublished in: IEEE Trans. Fuzzy Syst. (2012)
Keyphrases
- feature selection
- classification accuracy
- classification models
- feature space
- text classification
- support vector
- support vector machine
- machine learning
- classification algorithm
- discriminative features
- pattern recognition
- high dimensionality
- method for feature selection
- feature selection algorithms
- text categorization
- feature set
- mutual information
- feature extraction
- feature selection and classification
- web page classification
- automatic classification
- dimension reduction
- feature vectors
- small sample
- classification method
- training set
- cross validation
- model selection
- class separability
- feature subset selection
- data sets
- data pre processing
- unsupervised learning
- bayes classifier
- decision trees
- selected features
- classification rate
- principal component analysis
- class labels
- training data
- pattern classification