Indexing Ensembles of Exemplar-SVMs with rejecting taxonomies.
Federico BecattiniLorenzo SeidenariAlberto Del BimboPublished in: CBMI (2016)
Keyphrases
- support vector
- training set
- support vector machine svm
- imbalanced data
- feature selection
- multi class
- support vector machine
- database
- feature ranking
- indexing method
- decision trees
- classification using support vector machines
- knn
- structured learning
- kernel function
- maximum margin
- machine learning
- indexing scheme
- binary classification
- multimedia databases
- ensemble methods
- generalization ability
- content based retrieval
- learning machines
- training data
- training support vector machines
- information retrieval
- indexing techniques
- support vectors
- cost sensitive
- kernel methods
- image classification
- feature vectors
- feature extraction
- decision stumps