Information Gain Propagation: a new way to Graph Active Learning with Soft Labels.
Wentao ZhangYexin WangZhenbang YouMeng CaoPing HuangJiulong ShanZhi YangBin CuiPublished in: CoRR (2022)
Keyphrases
- information gain
- active learning
- text categorization
- decision trees
- chi squared
- feature selection
- mutual information
- training set
- chi square
- training examples
- occurrence frequency
- naive bayes
- training data
- machine learning
- multi label
- supervised learning
- correlation coefficient
- semi supervised
- labeled data
- semi supervised learning
- class labels
- occurrence probabilities
- version space
- data sets
- nearest neighbor
- image registration
- support vector machine
- learning process
- pairwise
- similarity measure
- data mining