Improving Classification with Pairwise Constraints: A Margin-Based Approach.
Nam NguyenRich CaruanaPublished in: ECML/PKDD (2) (2008)
Keyphrases
- decision boundary
- pairwise constraints
- hinge loss
- support vector
- pattern recognition
- pattern classification
- loss function
- training set
- semi supervised
- decision trees
- support vector machine
- classification accuracy
- pairwise
- training samples
- support vector machine svm
- feature vectors
- binary classification
- feature space
- feature extraction
- multi class
- nearest neighbor
- image classification
- cross validation
- machine learning methods
- boosting algorithms
- machine learning