A Comparison of Several Ensemble Methods for Text Categorization.
Yan-Shi DongKe-Song HanPublished in: IEEE SCC (2004)
Keyphrases
- text categorization
- ensemble methods
- ensemble pruning
- prediction accuracy
- feature selection
- text classification
- machine learning methods
- random forests
- decision trees
- knn
- multi label
- ensemble learning
- multilabel classification
- base classifiers
- random forest
- naive bayes
- information gain
- benchmark datasets
- k nearest neighbor
- text classifiers
- feature subset
- classifier ensemble
- semi supervised learning
- pruning method
- feature selection for text categorization
- unlabeled data
- automatic text categorization
- learning tasks
- dimensionality reduction
- feature selections