Bagging by Design (on the Suboptimality of Bagging).
Periklis A. PapakonstantinouJia XuZhu CaoPublished in: AAAI (2014)
Keyphrases
- ensemble methods
- decision trees
- machine learning
- random forest
- design process
- base classifiers
- ensemble learning
- gradient boosting
- software architecture
- design principles
- learning machines
- randomized trees
- learning algorithm
- majority voting
- classifier ensemble
- ensemble classifier
- design tools
- meta learning
- random forests
- engineering design
- data mining
- genetic algorithm
- building blocks
- training set