Comparative study of feature selection with ensemble learning using SOM variants.
Ameni FilaliChiraz JlassiNajet ArousPublished in: ICMV (2016)
Keyphrases
- ensemble learning
- comparative study
- feature selection
- ensemble feature selection
- self organizing maps
- ensemble methods
- software defect prediction
- generalization ability
- ensemble classifier
- neural network
- random forest
- support vector
- concept drift
- feature ranking
- support vector machine
- k means
- unsupervised learning
- text categorization
- mutual subspace method
- dimensionality reduction
- machine learning
- topology preserving
- decision stumps
- prediction accuracy
- base classifiers
- data distribution
- naive bayes
- graph cuts
- feature set
- multi class
- feature space
- feature extraction
- data mining