Parallel ensemble methods for causal direction inference.
Yulai ZhangJiachen WangGang CenGuiming LuoPublished in: CoRR (2020)
Keyphrases
- ensemble methods
- random forests
- prediction accuracy
- benchmark datasets
- bayesian networks
- decision trees
- machine learning methods
- ensemble learning
- random forest
- bootstrap sampling
- base classifiers
- generalization ability
- majority voting
- drifting concepts
- decision tree ensembles
- ensemble members
- multiple models
- bayesian inference
- classifier ensemble
- base learners
- ensemble classifier
- imbalanced data
- support vector machine
- trade off
- training set
- similarity measure