Cost-sensitive learning with conditional Markov networks.
Prithviraj SenLise GetoorPublished in: ICML (2006)
Keyphrases
- cost sensitive learning
- markov networks
- conditional probabilities
- cost sensitive
- graphical models
- maximum likelihood
- first order logic
- belief propagation
- bayesian networks
- missing values
- probabilistic model
- class imbalance
- hidden variables
- class distribution
- bayesian inference
- markov random field
- conditional random fields
- active learning
- posterior probability
- inductive logic programming
- random variables
- decision trees
- learning models
- pairwise
- binary classification
- multi class
- naive bayes
- small number
- expert systems
- text mining