Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks.
Tim WhitakerDarrell WhitleyPublished in: CoRR (2022)
Keyphrases
- ensemble learning
- low cost
- ensemble methods
- generalization ability
- base classifiers
- ensemble classifier
- random forest
- ensemble feature selection
- search space
- high dimensional
- feature selection
- unlabeled data
- mutual subspace method
- concept drift
- machine learning
- multi class
- data points
- prior knowledge
- random forests
- feature extraction
- weak learners
- weighted voting
- data mining