Early Forecasting of Text Classification Accuracy and F-Measure with Active Learning.
Thomas OrthMichael BloodgoodPublished in: CoRR (2020)
Keyphrases
- active learning
- classification accuracy
- training set
- text retrieval
- information retrieval
- feature selection
- naive bayes
- weather forecasting
- semi supervised
- selective sampling
- learning strategies
- random sampling
- training data
- short term
- support vector
- exchange rate
- precision and recall
- text mining
- supervised learning
- artificial neural networks
- feature space
- keywords
- decision trees
- support vector regression
- database
- improvement in classification accuracy
- transfer learning
- semantic information
- web documents
- labeled data
- relevance feedback
- machine learning