Building Sparse Support Vector Machines for Multi-Instance Classification.
Zhouyu FuGuojun LuKai Ming TingDengsheng ZhangPublished in: ECML/PKDD (1) (2011)
Keyphrases
- multi instance
- support vector
- classification accuracy
- partially supervised
- large margin classifiers
- single instance
- real valued
- support vector machine
- multi instance learning
- svm classifier
- multi label
- cross validation
- text classification
- pattern recognition
- binary classification
- feature vectors
- decision trees
- class labels
- feature selection
- semi supervised learning
- image classification
- multi class
- feature space
- classification algorithm
- training examples
- kernel methods
- cost sensitive
- maximum margin
- supervised learning
- training set
- computer vision