Incremental and Decremental Multi-category Classification by Support Vector Machines.
Khaled BoukharoubaLaurent BakoStéphane LecoeuchePublished in: ICMLA (2009)
Keyphrases
- multi category
- support vector
- support vector machine
- classification accuracy
- support vector classification
- large margin classifiers
- sparse data
- svm classifier
- feature selection
- generalization ability
- incremental learning
- pattern recognition
- hyperplane
- loss function
- support vector machine svm
- extreme learning machine
- cross validation
- feature extraction
- machine learning
- data sets
- feature vectors
- hyperparameters
- high dimensional
- pairwise
- training set