Ensemble learning with trees and rules: Supervised, semi-supervised, unsupervised.
Deniz AkdemirJean-Luc JanninkPublished in: Intell. Data Anal. (2014)
Keyphrases
- semi supervised
- ensemble learning
- unlabeled data
- labeled data
- semi supervised learning
- unsupervised learning
- supervised learning
- unsupervised methods
- ensemble methods
- supervised and semi supervised
- generalization ability
- supervised methods
- pairwise
- decision trees
- active learning
- labeled and unlabeled data
- weakly supervised
- weak learners
- random forest
- learning algorithm
- feature selection
- base classifiers
- text categorization
- concept drift
- ensemble classifier
- class labels
- data sets
- machine learning
- training examples
- bayesian networks
- clustering algorithm