Active Learning for Hierarchical Text Classification.
Xiao LiDa KuangCharles X. LingPublished in: PAKDD (1) (2012)
Keyphrases
- hierarchical text classification
- active learning
- active learning framework
- classification systems
- training data
- training examples
- training set
- semi supervised
- learning algorithm
- learning strategies
- supervised learning
- random sampling
- unlabeled data
- labeled data
- selective sampling
- relevance feedback
- hierarchical classification
- data mining
- machine learning
- cost sensitive
- k nearest neighbor
- experimental design
- batch mode
- labelled data
- learning process