A Decision Rule Based Approach to Generational Feature Selection.
Wieslaw PajaPublished in: ICDM (2018)
Keyphrases
- decision rules
- feature selection
- rough sets
- statistical decision theory
- rule induction
- decision trees
- rough set theory
- information gain
- rule sets
- text classification
- mutual information
- feature set
- machine learning
- feature selection algorithms
- text categorization
- multi task
- high dimensionality
- feature space
- neural network
- attribute oriented
- decision functions
- selected features
- classification accuracy
- support vector machine
- multi class
- active learning
- classification models
- dimensionality reduction
- knn
- genetic algorithm
- model selection
- discriminative features
- irrelevant features
- rough approximations
- nearest neighbor