A Balanced Ensemble Approach to Weighting Classifiers for Text Classification.
Gabriel Pui Cheong FungJeffrey Xu YuHaixun WangDavid W. CheungHuan LiuPublished in: ICDM (2006)
Keyphrases
- text classification
- naive bayes
- feature selection
- text classifiers
- feature weighting
- labeled training data
- co training
- classification method
- naive bayes classifier
- text classification tasks
- text categorization
- text mining
- feature weights
- labeled data
- automatic text classification
- training data
- bag of words
- feature reduction
- n gram
- decision trees
- sentiment analysis
- support vector
- text data
- feature set
- unlabeled data
- knn
- weighting scheme
- classification systems
- machine learning
- classification algorithm
- k nearest neighbor
- cost sensitive
- text documents
- training examples
- multi label classification
- training set
- tf idf
- semantic features
- svm classifier
- class labels
- semi supervised
- similarity measure
- weighted voting
- information retrieval
- neural network