Heterogeneous sets in dimensionality reduction and ensemble learning.
Henry W. J. ReeveAta KabánJakramate BootkrajangPublished in: Mach. Learn. (2024)
Keyphrases
- ensemble learning
- dimensionality reduction
- generalization ability
- ensemble methods
- feature selection
- base classifiers
- high dimensional
- unlabeled data
- principal component analysis
- concept drift
- feature extraction
- data points
- ensemble classifier
- mutual subspace method
- random forest
- weak learners
- decision trees
- high dimensionality
- low dimensional
- prediction accuracy
- high dimensional data
- support vector machine svm
- image classification
- text mining
- supervised learning
- learning process