A high-performing comprehensive learning algorithm for text classification without pre-labeled training set.
Lizhen LiuQianhui LiangPublished in: Knowl. Inf. Syst. (2011)
Keyphrases
- text classification
- labeled training set
- labeled data
- learning algorithm
- unlabeled data
- labeled examples
- text categorization
- machine learning
- feature selection
- co training
- semi supervised learning
- text mining
- semi supervised
- unlabeled examples
- training data
- transfer learning
- active learning
- naive bayes
- labeled instances
- machine learning algorithms
- multi label
- training examples
- learning process
- data sets
- positive and negative
- learning tasks
- learning problems
- feature space
- knn
- labeled and unlabeled data
- visual features
- unsupervised learning
- data mining