Aspect Guided Text Categorization with Unobserved Labels.
Dan RothYuancheng TuPublished in: ICDM (2009)
Keyphrases
- text categorization
- multi label
- multi label classification
- text classification
- knn
- multilabel classification
- feature selection
- information gain
- k nearest neighbor
- text documents
- automated text categorization
- naive bayes
- multi label learning
- semi supervised learning
- document classification
- automatic text categorization
- document categorization
- feature weighting
- term weighting
- neural network
- training documents
- reuters corpus
- feature selections
- term frequency
- pairwise
- data sets
- text classifiers
- tf idf
- class labels
- training data
- semantic browsing
- information theoretic
- training examples
- nearest neighbor
- classification accuracy
- distributional clustering
- feature selection for text categorization