One-Class Support Vector Machines with a Conformal Kernel. A Case Study in Handling Class Imbalance.
Gilles CohenMelanie HilarioChristian PellegriniPublished in: SSPR/SPR (2004)
Keyphrases
- class imbalance
- active learning
- class distribution
- cost sensitive
- imbalanced datasets
- cost sensitive learning
- high dimensionality
- majority class
- concept drift
- small disjuncts
- imbalanced data
- kernel function
- binary classification
- minority class
- sampling methods
- feature space
- support vector
- kernel methods
- feature selection
- semi supervised
- support vector machine
- pairwise