Reasoning Strategies for Diagnostic Probability Estimates in Causal Contexts: Preference for Defeasible Deduction over Abduction.
Jean-Louis StilgenbauerJean BaratginIgor DouvenPublished in: DARe@LPNMR (2017)
Keyphrases
- probability estimates
- causal networks
- argumentation schemes
- legal reasoning
- probability estimation
- cost sensitive
- causal knowledge
- naive bayes
- decision trees
- inference rules
- bayesian networks
- abductive reasoning
- causal relationships
- posterior probability
- roc curve
- misclassification costs
- logic programming
- classification models
- empirical evidence
- knowledge representation
- default logic
- test instances
- probability density function
- classification accuracy