LASSO multi-objective learning algorithm for feature selection.
Frederico CoelhoMarcelo CostaMichel VerleysenAntônio P. BragaPublished in: Soft Comput. (2020)
Keyphrases
- feature selection
- multi objective
- learning algorithm
- machine learning
- optimization algorithm
- evolutionary algorithm
- multi objective optimization
- multiple objectives
- genetic algorithm
- model selection
- text classification
- objective function
- mutual information
- multi task
- learning scheme
- pareto optimal
- text categorization
- particle swarm optimization
- support vector machine
- multi class
- feature set
- feature selection algorithms
- learning tasks
- machine learning algorithms
- dimensionality reduction
- feature extraction
- support vector
- conflicting objectives
- nsga ii
- information gain
- training data
- generalization ability
- training examples
- reinforcement learning
- active learning
- feature space
- classification accuracy
- supervised learning
- multi task learning
- selected features
- learning problems
- back propagation
- training samples
- knn
- feature vectors
- optimum design
- feature subset
- dimension reduction
- naive bayes
- learning process