Automated Optimization of Non-linear Support Vector Machines for Binary Classification.
Wojciech DudzikJakub NalepaMichal KawulokPublished in: INCoS (2018)
Keyphrases
- binary classification
- support vector
- learning machines
- multi class
- learning problems
- multi class classification
- prediction accuracy
- multi label
- cost sensitive
- support vector machine
- binary classifiers
- ensemble methods
- feature selection
- class imbalance
- generalization error
- cross validation
- optimization method
- svm classifier
- kernel function
- face recognition
- kernel methods
- learning experience
- training examples
- class distribution
- feature vectors
- feature space
- bayesian networks
- feature extraction
- multiple kernel learning