Prune and Tune Ensembles: Low-Cost Ensemble Learning with Sparse Independent Subnetworks.
Tim WhitakerDarrell WhitleyPublished in: AAAI (2022)
Keyphrases
- ensemble learning
- low cost
- generalization ability
- ensemble methods
- ensemble feature selection
- random forest
- base classifiers
- mutual subspace method
- search space
- weak learners
- weighted voting
- concept drift
- high dimensional
- ensemble classifier
- pattern recognition
- prediction accuracy
- support vector machine svm
- image classification
- base learners
- decision stumps
- feature selection