Ensemble of Filter-Based Rankers to Guide an Epsilon-Greedy Swarm Optimizer for High-Dimensional Feature Subset Selection.
Mohammad Bagher DowlatshahiVali DerhamiHossein Nezamabadi-pourPublished in: Inf. (2017)
Keyphrases
- feature subset selection
- feature ranking
- feature selection
- high dimensional
- selected features
- high dimensionality
- feature subset
- feature space
- selection algorithm
- random forest
- particle swarm optimization
- ensemble pruning
- search space
- search algorithm
- optimization algorithm
- estimation of distribution algorithms
- classification models
- data points
- ensemble methods
- neural network
- ensemble learning
- pattern classification
- support vector
- classification accuracy
- prediction accuracy
- knn
- optimal solution
- computer vision
- data sets
- text categorization
- k nearest neighbor
- text classification
- nearest neighbor
- semi supervised
- support vector machine