Identifying Utility Functions Using Random Forests.
Tamara MendesMarco Tulio ValenteAndré C. HoraAlexander SerebrenikPublished in: SANER (2016)
Keyphrases
- random forests
- utility function
- random forest
- decision makers
- multi attribute
- decision trees
- decision problems
- machine learning algorithms
- expected utility
- ensemble methods
- probability distribution
- logistic regression
- decision theory
- decision tree ensembles
- tree ensembles
- preference elicitation
- regression forests
- randomized trees
- social welfare
- influence diagrams
- base classifiers
- pairwise
- training data
- generalized additive
- data mining
- data sets