Dealing with Imbalanced Data using Bayesian Techniques.
Manolis MaragoudakisKatia KermanidisAristogiannis GarbisNikos FakotakisPublished in: LREC (2006)
Keyphrases
- imbalanced data
- linear regression
- class distribution
- imbalanced datasets
- ensemble methods
- random forest
- learning from imbalanced data
- classification models
- feature selection
- support vector machine
- decision trees
- ensemble learning
- ensemble classifier
- sampling methods
- bayesian inference
- svm classifier
- class imbalance
- bayesian networks
- posterior probability
- euclidean distance
- generalization ability
- active learning