PSICA: decision trees for probabilistic subgroup identification with categorical treatments.
Oleg SysoevKrzysztof BartoszekEva-Charlotte EkstromKatarina Ekholm SellingPublished in: CoRR (2018)
Keyphrases
- decision trees
- decision tree induction
- probabilistic model
- generative model
- naive bayes
- machine learning algorithms
- data mining methods
- machine learning
- logistic regression
- databases
- automatic identification
- decision rules
- training data
- data driven
- attribute selection
- predictive accuracy
- context sensitive
- numerical data
- rule induction
- base classifiers
- real time
- numeric attributes
- random forest
- ensemble methods
- belief networks
- posterior probability
- rule sets
- multi class
- information retrieval