Non-parametric classifier-independent feature selection.
Naoto AbeMineichi KudoPublished in: Pattern Recognit. (2006)
Keyphrases
- feature selection
- feature set
- feature space
- feature selection algorithms
- support vector
- bayes classifier
- feature selection and classifier
- text categorization
- text classification
- bayesian classifier
- dependent features
- feature ranking
- support vector machine
- feature reduction
- model selection
- feature subset
- high dimensionality
- mutual information
- feature weighting
- input features
- classification accuracy
- decision trees
- machine learning
- naive bayes
- feature extraction
- small sample
- higher classification accuracy
- classification performances
- classification models
- hierarchical classification
- selected features
- dimensionality reduction
- information gain
- fold cross validation
- selection criterion
- discriminative features
- gaussian process
- ensemble learning
- neural network
- multi class
- knn
- linear classifiers
- irrelevant features
- random forest
- training samples
- unsupervised learning
- wrapper method
- naive bayes nearest neighbor