ToPs: Ensemble Learning With Trees of Predictors.
Jinsung YoonWilliam R. ZameMihaela van der SchaarPublished in: IEEE Trans. Signal Process. (2018)
Keyphrases
- ensemble learning
- generalization ability
- ensemble methods
- random forest
- decision trees
- base learners
- ensemble classifier
- decision stumps
- concept drift
- mutual subspace method
- random forests
- weak learners
- base classifiers
- prediction accuracy
- support vector machine svm
- image classification
- knn
- training data
- feature selection
- genetic algorithm