Semi-causal decision trees.
Ana Rita NogueiraCarlos Abreu FerreiraJoão GamaPublished in: Prog. Artif. Intell. (2022)
Keyphrases
- decision trees
- decision tree induction
- predictive accuracy
- machine learning algorithms
- causal relationships
- causal networks
- decision tree learning
- random forest
- machine learning
- causal models
- causal interactions
- naive bayes
- bayesian networks
- data mining methods
- rule induction
- causal theories
- database
- causal relations
- feature construction
- random forests
- training data
- classification rules
- feature selection
- causal knowledge
- rule sets
- causal reasoning
- decision tree algorithm
- causal inference
- causal discovery
- decision rules
- boosted decision trees
- causal inferences
- causal graph
- ensemble methods
- rough sets
- active learning
- information systems
- neural network