A Combination of Boosting and Bagging for KDD Cup 2009 - Fast Scoring on a Large Database.
Jianjun XieViktoria RojkovaSiddharth PalStephen CoggeshallPublished in: KDD Cup (2009)
Keyphrases
- database
- ensemble learning
- ensemble methods
- databases
- machine learning
- decision trees
- base classifiers
- database applications
- combining multiple
- ensemble classification
- gradient boosting
- ensemble classifier
- data management
- database systems
- majority voting
- random forests
- randomized trees
- database management systems
- feature selection
- data sets
- prediction accuracy
- anomaly detection
- query language
- data model
- weak learners
- variance reduction
- decision tree classifiers
- relational databases