Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning.
Thomas OrthMichael BloodgoodPublished in: ICSC (2020)
Keyphrases
- active learning
- classification accuracy
- training set
- feature selection
- text mining
- precision and recall
- naive bayes
- learning strategies
- short term
- support vector
- textual data
- training data
- supervised learning
- information retrieval
- unlabeled data
- text documents
- web documents
- training examples
- semi supervised
- labeled data
- experimental design
- selective sampling
- keywords
- medium term
- co occurrence
- text retrieval
- database
- learning process
- pairwise
- machine learning