A cost-reducing partial labeling estimator in text classification problem.
Jiangning ChenZhibo DaiJuntao DuanQianli HuRuilin LiHeinrich MatzingerIonel PopescuHaoyan ZhaiPublished in: CoRR (2019)
Keyphrases
- text classification
- partially labeled
- text categorization
- active learning strategies
- text mining
- image segmentation
- databases
- machine learning
- maximum likelihood
- high cost
- text documents
- naive bayes
- unsupervised learning
- information retrieval
- least squares
- feature selection
- n gram
- cost sensitive
- data cleaning
- semi supervised
- knowledge discovery
- bag of words
- multi label
- text data
- decision trees
- labeling scheme
- database
- text classifiers
- total cost
- estimation error
- labeled data
- training data