Vertical and Horizontal Data Partitioning for Classifier Ensemble Learning.
Amgad M. MohammedEnrique OnievaMichal WozniakPublished in: CORES (2019)
Keyphrases
- ensemble learning
- data partitioning
- generalization ability
- ensemble classifier
- weak learners
- ensemble methods
- highly scalable
- query execution
- random forest
- query processing
- concept drift
- similarity search
- base classifiers
- response time
- decision trees
- feature selection
- database
- machine learning methods
- query optimization
- data sets