Improving the AUC of Probabilistic Estimation Trees.
César FerriPeter A. FlachJosé Hernández-OralloPublished in: ECML (2003)
Keyphrases
- decision trees
- bayesian networks
- class distribution
- continuous valued
- estimation accuracy
- data driven
- classification trees
- naive bayes
- logistic regression
- probabilistic reasoning
- information theoretic
- accurate estimation
- probability theory
- robust estimation
- estimation algorithm
- density estimation
- probability estimation
- probabilistic logic
- generative model
- probabilistic model
- misclassification rate
- estimation process
- machine learning
- uncertain data
- posterior probability
- error rate
- optical flow
- learning algorithm