Ensemble learning based feature selection with an application to text classification.
Aytug OnanPublished in: SIU (2018)
Keyphrases
- ensemble learning
- text classification
- feature selection
- text categorization
- unlabeled data
- generalization ability
- labeled data
- naive bayes
- ensemble classifier
- ensemble feature selection
- ensemble methods
- feature space
- support vector machine
- feature set
- multi class
- model selection
- k nearest neighbor
- machine learning
- multi label
- feature subset
- mutual subspace method
- dimensionality reduction
- support vector
- feature extraction
- data analysis
- base classifiers
- software defect prediction
- classification accuracy
- random forest
- data sets
- unsupervised learning
- knn
- artificial neural networks
- genetic algorithm
- graph classification
- data mining