Stopping Active Learning Based on Predicted Change of F Measure for Text Classification.
Michael AltschulerMichael BloodgoodPublished in: ICSC (2019)
Keyphrases
- text classification
- active learning
- labeled data
- machine learning
- transfer learning
- text categorization
- text mining
- feature selection
- text data
- bag of words
- unlabeled data
- supervised learning
- sentiment analysis
- text documents
- naive bayes
- n gram
- text classifiers
- learning strategies
- multi label
- decision trees
- semi supervised
- text classification tasks
- random sampling
- imbalanced data classification
- data sets
- semi supervised learning
- e learning
- relevance feedback
- selective sampling