Cost-sensitive learning with conditional Markov networks.
Prithviraj SenLise GetoorPublished in: Data Min. Knowl. Discov. (2008)
Keyphrases
- cost sensitive learning
- markov networks
- conditional probabilities
- cost sensitive
- graphical models
- maximum likelihood
- belief propagation
- first order logic
- class imbalance
- missing values
- probabilistic model
- bayesian networks
- bayesian inference
- posterior probability
- conditional random fields
- markov random field
- active learning
- hidden variables
- inductive logic programming
- learning models
- class distribution
- random variables
- multi class
- support vector machine
- decision trees
- data sets
- rough sets
- small number
- binary classification
- machine learning