Active Learning for Dialogue Act Classification.
Björn GambäckFredrik OlssonOscar TäckströmPublished in: INTERSPEECH (2011)
Keyphrases
- active learning
- batch mode active learning
- classification accuracy
- selective sampling
- machine learning
- image classification
- supervised learning
- feature vectors
- classification systems
- pattern recognition
- classification scheme
- model selection
- random sampling
- pattern classification
- classification method
- hyperspectral image classification
- machine learning algorithms
- support vector machine svm
- text classification
- semi supervised
- support vector
- feature space
- data sets
- training samples
- learning algorithm
- annotation effort
- active learning framework
- preprocessing
- automatic classification
- learning process
- cost sensitive
- support vector machine
- classification rules
- classification algorithm
- decision rules
- cross validation