Feature selection with ensemble learning using enriched SOM.
Ameni FilaliChiraz JlassiNajet ArousPublished in: Int. J. Intell. Syst. Technol. Appl. (2017)
Keyphrases
- ensemble learning
- feature selection
- ensemble feature selection
- self organizing maps
- software defect prediction
- ensemble classifier
- generalization ability
- ensemble methods
- neural network
- unsupervised learning
- support vector machine
- text categorization
- concept drift
- random forest
- feature ranking
- topology preserving
- feature vectors
- classification accuracy
- high dimensional
- base classifiers
- feature subset
- model selection
- text classification
- nearest neighbor
- unlabeled data
- knn
- graph classification
- feature space
- dimensionality reduction