BatchRank: A Novel Batch Mode Active Learning Framework for Hierarchical Classification.
Shayok ChakrabortyVineeth Nallure BalasubramanianAdepu Ravi SankarSethuraman PanchanathanJieping YePublished in: KDD (2015)
Keyphrases
- batch mode
- hierarchical classification
- active learning framework
- active learning
- hierarchical text classification
- batch mode active learning
- hierarchical structure
- learning algorithm
- incremental learning
- machine learning
- text classification
- classification algorithm
- semi supervised
- training set
- supervised learning
- generalization error
- feature selection
- online learning
- training examples
- labeled data
- unlabeled data
- computationally expensive
- semi supervised learning
- nearest neighbor
- learning process
- training data
- neural network