Parallel ensemble methods for causal direction inference.
Yulai ZhangJiachen WangGang CenKueiming LoPublished in: J. Parallel Distributed Comput. (2021)
Keyphrases
- ensemble methods
- prediction accuracy
- bayesian networks
- benchmark datasets
- machine learning methods
- random forests
- decision trees
- ensemble learning
- generalization ability
- random forest
- base classifiers
- drifting concepts
- majority voting
- bootstrap sampling
- classifier ensemble
- multiple models
- imbalanced data
- ensemble feature selection
- pairwise
- individual classifiers
- cost sensitive
- linear regression
- logistic regression
- ensemble members