Text Classification with Active Learning.
Blaz NovakDunja MladenicMarko GrobelnikPublished in: GfKl (2005)
Keyphrases
- text classification
- active learning
- machine learning
- labeled data
- text categorization
- unlabeled data
- naive bayes
- feature selection
- n gram
- text mining
- transfer learning
- bag of words
- text documents
- learning algorithm
- sentiment analysis
- learning strategies
- text classifiers
- training examples
- supervised learning
- random sampling
- multi label
- text classification tasks
- knn
- selective sampling
- document classification
- training set
- semi supervised
- imbalanced data classification
- text data
- sample selection
- labeled and unlabeled data
- data cleaning
- semi supervised learning
- learning process
- pool based active learning
- relevance feedback
- experimental design
- co training
- batch mode
- cost sensitive
- databases
- automatic text classification
- music emotion classification