Feature selection for ensembles using Non-dominated Sorting in Genetic Algorithms.
You JiShiliang SunPublished in: ICNC (2010)
Keyphrases
- feature selection
- genetic algorithm
- feature ranking
- ensemble learning
- feature set
- imbalanced data
- neural network
- ensemble feature selection
- text categorization
- fuzzy logic
- support vector
- feature selection algorithms
- parameter optimization
- text classification
- ensemble classifier
- mutual information
- classification models
- machine learning
- artificial neural networks
- multi objective
- irrelevant features
- decision trees
- feature space
- multi class
- unsupervised feature selection
- simulated annealing
- classification accuracy
- particle swarm optimization
- genetic search
- genetic algorithm ga
- dimensionality reduction
- tabu search
- selected features
- models built
- information gain
- base classifiers
- evolutionary computation
- fitness function
- genetic programming
- knn
- evolutionary algorithm
- random forests
- multi task
- data sets
- naive bayes
- support vector machine
- decision stumps
- ensemble selection
- neural network ensemble
- selecting relevant features