Unsupervised Ensemble Learning with Dependent Classifiers.
Ariel JaffeEthan FetayaBoaz NadlerTingting JiangYuval KlugerPublished in: AISTATS (2016)
Keyphrases
- ensemble learning
- generalization ability
- multiple classifiers
- ensemble classifier
- individual classifiers
- weak learners
- ensemble methods
- random forest
- weighted voting
- semi supervised
- base classifiers
- unsupervised learning
- machine learning
- unlabeled data
- supervised learning
- concept drift
- data streams
- base learners
- multi class
- classifier combination
- genetic algorithm
- neural network
- decision stumps
- mutual subspace method