Bayesian Hyperparameter Optimization for Ensemble Learning.
Julien-Charles LevesqueChristian GagnéRobert SabourinPublished in: UAI (2016)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- gaussian processes
- random forest
- optimization algorithm
- optimization method
- base classifiers
- ensemble classifier
- feature selection
- data sets
- weak learners
- concept drift
- mutual subspace method
- bp neural network
- prediction accuracy
- machine learning algorithms
- bayesian networks
- training data
- machine learning