Bootstrap-based SVM aggregation for class imbalance problems.
Sergey SukhanovAndreas MerentitisChristian DebesJürgen T. HahnAbdelhak M. ZoubirPublished in: EUSIPCO (2015)
Keyphrases
- active learning
- class imbalance
- multi class problems
- binary classification problems
- imbalanced datasets
- learning algorithm
- machine learning
- cost sensitive learning
- support vector machine svm
- high dimensionality
- multi class
- support vector
- prior knowledge
- knn
- generalization ability
- feature vectors
- reinforcement learning