Query Learning Strategies Using Boosting and Bagging.
Naoki AbeHiroshi MamitsukaPublished in: ICML (1998)
Keyphrases
- learning strategies
- ensemble methods
- ensemble learning
- base classifiers
- active learning
- randomized trees
- gradient boosting
- online learning
- weak classifiers
- ensemble classification
- decision trees
- random forests
- query processing
- learning algorithm
- computer based instruction
- decision stumps
- ensemble classifier
- decision tree ensembles
- base learners
- search engine
- machine learning
- mental models
- blended learning
- majority voting
- variance reduction
- instructional materials
- machine learning methods
- benchmark datasets
- e learning
- social cognitive theory
- data mining