Sampled Bayesian Network Classifiers for Class-Imbalance and Cost-Sensitive Learning.
Liangxiao JiangChaoqun LiZhihua CaiHarry ZhangPublished in: ICTAI (2013)
Keyphrases
- bayesian network classifiers
- class imbalance
- cost sensitive learning
- cost sensitive
- active learning
- class distribution
- misclassification costs
- binary classification
- minority class
- high dimensionality
- feature selection
- concept drift
- high dimensional data
- data sets
- supervised learning
- multi class
- pairwise
- data analysis
- data streams
- reinforcement learning
- neural network