A Two-Stage Method for Active Learning of Statistical Grammars.
Markus BeckerMiles OsbornePublished in: IJCAI (2005)
Keyphrases
- active learning
- high accuracy
- high precision
- statistical methods
- similarity measure
- tree grammars
- synthetic data
- clustering method
- theoretical analysis
- pairwise
- preprocessing
- computational complexity
- experimental evaluation
- computational cost
- significant improvement
- objective function
- learning environment
- statistical model
- segmentation method
- detection method
- data sets
- cost function
- statistical information
- sample size
- error rate
- detection algorithm
- support vector machine svm
- input data
- mutual information
- edge detection
- denoising
- classification accuracy