Complete Search for Feature Selection in Decision Trees.
Salvatore RuggieriPublished in: J. Mach. Learn. Res. (2019)
Keyphrases
- complete search
- decision trees
- feature selection
- naive bayes
- search space
- information gain
- machine learning
- feature construction
- decision tree induction
- bayes classifier
- classification models
- support vector
- machine learning algorithms
- feature set
- feature selection algorithms
- data mining methods
- text categorization
- text classification
- multi class
- random forest
- mutual information
- high dimensionality
- meta learning
- training data
- bayesian classifier
- decision rules
- irrelevant features
- feature weighting
- training set
- attribute selection
- feature extraction
- feature space
- classification accuracy
- predictive accuracy
- dimensionality reduction
- logistic regression
- data sets
- decision tree algorithm
- constructive induction
- feature subset
- rule induction
- column generation
- classification trees
- knn
- selected features
- unsupervised feature selection
- multi task