Optimal Causal Decision Trees Ensemble for Improved Prediction and Causal Inference.
Neelam YounasAmjad AliHafsa HinaMuhammad HamrazZardad KhanSaeed AldahmaniPublished in: IEEE Access (2022)
Keyphrases
- causal inference
- decision trees
- additive noise
- prediction accuracy
- ensemble methods
- causal models
- random forest
- abductive reasoning
- discrete data
- training data
- random forests
- nonmonotonic reasoning
- base classifiers
- machine learning
- ensemble learning
- observational data
- rare events
- worst case
- continuous data
- inference rules
- class labels
- training set
- feature space