Soft Feature Selection by Using a Histogram-Based Classifier.
Hiroshi TenmotoMineichi KudoPublished in: SSPR/SPR (2008)
Keyphrases
- feature selection
- feature set
- feature space
- feature selection algorithms
- support vector machine
- feature subset
- support vector
- text categorization
- feature reduction
- text classification
- selected features
- classification models
- classification method
- feature weighting
- small sample
- bayes classifier
- classification performances
- mutual information
- higher classification accuracy
- input features
- feature ranking
- multi class
- high dimensionality
- feature extraction
- information gain
- classification accuracy
- svm classifier
- bayesian classifier
- training data
- ensemble classifier
- machine learning
- feature selection and classifier
- selection criterion
- sequential forward selection
- text classifiers
- ensemble learning
- random forest
- classification algorithm
- cross validation
- unsupervised learning
- face recognition
- model selection
- data sets
- learning classifier systems
- neural network
- image retrieval
- redundant features
- active learning
- dimensionality reduction
- particle filter
- k nearest neighbor
- fold cross validation
- classification rate