Hybrid Wrapper/Filter Gene Selection Using an Ensemble of Classifiers and PSO Algorithm.
Anouar BouchehamMohamed BatouchePublished in: Int. J. Appl. Metaheuristic Comput. (2017)
Keyphrases
- pso algorithm
- gene selection
- feature ranking
- wrapper method
- particle swarm optimization
- feature selection
- global optimization
- particle swarm optimization pso
- microarray data
- microarray
- particle swarm optimization algorithm
- convergence speed
- cancer classification
- survival prediction
- particle swarm optimisation
- gene expression data
- ensemble classifier
- ensemble learning
- cancer diagnosis
- gene expression
- gene expression profiles
- support vector machine
- adaptive particle swarm optimization
- multi objective
- feature set
- support vector machine svm
- neural network
- training data
- naive bayes
- simulated annealing
- decision trees
- fold cross validation
- optimization algorithm
- high dimensionality
- text classification
- ant colony optimization
- support vector
- differential evolution
- clustering method
- knn
- genetic algorithm ga
- feature space
- machine learning methods
- feature extraction
- cluster analysis