Feature Selection For a Nonlinear Classifier.
Maiko SatoMineichi KudoJun ToyamaMasaru ShimboPublished in: SSPR/SPR (1998)
Keyphrases
- feature selection
- feature set
- feature space
- feature selection algorithms
- support vector
- mutual information
- feature subset
- support vector machine
- classification models
- bayes classifier
- feature selection and classifier
- small sample
- text categorization
- machine learning
- feature extraction
- feature weighting
- high dimensionality
- feature ranking
- text classification
- multi class
- high dimension
- higher classification accuracy
- input features
- information gain
- feature reduction
- ensemble classifier
- ensemble learning
- learning algorithm
- classification performances
- bayesian classifier
- selection criterion
- irrelevant features
- knn
- linear classifiers
- generalized discriminant analysis
- classification accuracy
- high dimensional feature space
- k nearest neighbor
- text classifiers
- selected features
- training samples
- kernel function
- hierarchical classification
- classification method
- random forest
- neural network
- decision trees
- multiple kernel learning