Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels.
Wentao ZhangYexin WangZhenbang YouMeng CaoPing HuangJiulong ShanZhi YangBin CuiPublished in: ICLR (2022)
Keyphrases
- information gain
- active learning
- text categorization
- decision trees
- chi squared
- mutual information
- feature selection
- chi square
- multi label
- training examples
- training set
- learning algorithm
- naive bayes
- machine learning
- occurrence frequency
- semi supervised
- training data
- pairwise
- data sets
- unlabeled data
- labeled data
- supervised learning
- multi class
- bayesian networks
- gain ratio
- feature selection for text categorization