Learning a two-stage SVM/CRF sequence classifier.
Guilherme HoefelCharles ElkanPublished in: CIKM (2008)
Keyphrases
- support vector
- feature selection
- learning process
- pairwise
- learning algorithm
- reinforcement learning
- training data
- training set
- structured output
- support vector machine svm
- classification algorithm
- supervised learning
- learning phase
- svm classifier
- learning tasks
- learning classifier systems
- sample selection bias
- input features
- training set size
- learning problems
- conditional random fields
- training samples
- information extraction
- classification accuracy
- decision trees