Practical Online Active Learning for Classification.
Claire MonteleoniMatti KääriäinenPublished in: CVPR (2007)
Keyphrases
- active learning
- selective sampling
- online learning
- feature space
- batch mode active learning
- supervised learning
- pattern recognition
- image classification
- feature vectors
- batch mode
- classification systems
- benchmark datasets
- decision rules
- pattern classification
- automatic classification
- support vector machine
- cost sensitive
- incremental learning
- classification accuracy
- training set
- support vector
- real world
- feature selection
- machine learning
- imbalanced data classification
- machine learning methods
- classification method
- support vector machine svm
- unsupervised learning
- text classification
- semi supervised
- learning environment
- decision trees