Totally Corrective Boosting with Cardinality Penalization.
Vasil S. DenchevNan DingShin MatsushimaS. V. N. VishwanathanHartmut NevenPublished in: CoRR (2015)
Keyphrases
- learning algorithm
- ensemble methods
- boosting algorithms
- ensemble learning
- feature selection
- multi class
- weak classifiers
- weak learners
- information systems
- machine learning
- real time
- randomized trees
- error estimates
- cardinality constraints
- gradient boosting
- database
- adaboost algorithm
- generalization error
- machine learning methods
- face detection
- supervised learning
- database systems
- information retrieval