Stopping Active Learning based on Predicted Change of F Measure for Text Classification.
Michael AltschulerMichael BloodgoodPublished in: CoRR (2019)
Keyphrases
- text classification
- active learning
- text categorization
- labeled data
- machine learning
- bag of words
- feature selection
- unlabeled data
- transfer learning
- sentiment analysis
- text data
- text documents
- n gram
- text mining
- learning strategies
- data cleaning
- multi label
- semi supervised
- selective sampling
- naive bayes
- text classifiers
- training examples
- database
- semi supervised learning
- rough sets
- natural language processing
- random sampling
- knn
- experimental design
- classification accuracy
- learning process
- reinforcement learning
- text classification tasks
- active learning strategies
- pool based active learning
- music emotion classification