Text Categorization Using SVMs with Rocchio Ensemble for Internet Information Classification.
Xin XuBofeng ZhangQiuxi ZhongPublished in: ICCNMC (2005)
Keyphrases
- text categorization
- feature selection
- text classification
- text classifiers
- knn
- document classification
- support vector
- feature weighting
- k nearest neighbor
- machine learning
- information gain
- classification accuracy
- linear svm
- support vector machine
- transductive support vector machine
- automated text categorization
- reuters corpus
- automatic text categorization
- ensemble pruning
- training set
- text documents
- naive bayes
- support vector machine svm
- multi label
- feature space
- tf idf
- feature extraction
- document categorization
- neural network
- pairwise
- semi supervised learning
- feature selection and classifier
- prior knowledge
- image classification