A New Ensemble Method for Feature Ranking in Text Mining.
Sabereh SadeghiHamid BeigyPublished in: Int. J. Artif. Intell. Tools (2013)
Keyphrases
- ensemble methods
- feature ranking
- text mining
- random forest
- feature subset
- ensemble learning
- feature selection
- prediction accuracy
- decision trees
- base classifiers
- generalization ability
- classification accuracy
- benchmark datasets
- information extraction
- natural language processing
- text classification
- data mining
- machine learning methods
- knowledge discovery
- support vector machine
- machine learning
- feature set
- text categorization
- high dimensionality
- genetic algorithm ga
- feature space
- ensemble members
- classification models
- ensemble classifier
- logistic regression
- training set
- genetic algorithm
- multi layer perceptron
- data sets