Feature Selection Based on a Decision Tree Genetic Algorithm.
Mihai-Alexandru SuciuRodica Ioana LungPublished in: HAIS (2023)
Keyphrases
- feature selection
- decision trees
- genetic algorithm
- information gain
- naive bayes
- classification models
- feature construction
- machine learning
- text categorization
- bayes classifier
- decision tree algorithm
- parameter optimization
- mutual information
- feature selection and classifier
- irrelevant features
- feature set
- simulated annealing
- text classification
- feature space
- multi class
- decision tree induction
- predictive accuracy
- neural network
- decision tree learning
- feature extraction
- feature subset
- high dimensionality
- genetic algorithm ga
- logistic regression
- machine learning algorithms
- classification accuracy
- fitness function
- induction algorithms
- dimensionality reduction
- unsupervised feature selection
- attribute selection
- feature selection algorithms
- discriminative features
- evolutionary algorithm
- multi objective
- training set
- unsupervised learning
- support vector
- genetic programming
- fuzzy logic
- metaheuristic
- evolutionary computation
- bayesian classifier
- training data
- ensemble methods
- genetic search