On the value of pairwise constraints in classification and consistency.
Jian ZhangRong YanPublished in: ICML (2007)
Keyphrases
- pairwise constraints
- pattern recognition
- machine learning
- decision boundary
- classification accuracy
- decision trees
- pattern classification
- semi supervised
- support vector
- support vector machine
- supervised learning
- image classification
- class labels
- data sets
- feature vectors
- benchmark datasets
- training set
- pairwise
- support vector machine svm
- training samples
- semi supervised learning
- svm classifier
- machine learning methods
- document clustering
- spectral clustering
- feature set
- feature space