Cost-Sensitive Classification with Unconstrained Influence Diagrams.
Jirí IsaZuzana ReitermanováOndrej SýkoraPublished in: SOFSEM (2012)
Keyphrases
- influence diagrams
- cost sensitive classification
- cost sensitive
- decision problems
- multi class
- sensitivity analysis
- error rate
- decision making
- probabilistic inference
- cost sensitive learning
- misclassification costs
- graphical models
- classification error
- naive bayes
- belief networks
- bayesian networks
- fraud detection
- data sets
- text categorization
- binary classification
- training data
- semi supervised
- pairwise
- class imbalance
- training samples
- sufficient conditions
- machine learning