Unlocking Unlabeled Data: Ensemble Learning with the Hui- Walter Paradigm for Performance Estimation in Online and Static Settings.
Kevin SloteElaine LeePublished in: CoRR (2024)
Keyphrases
- ensemble learning
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- active learning
- supervised learning
- training data
- text classification
- training set
- data points
- text categorization
- learning algorithm
- class labels
- labeled and unlabeled data
- ensemble classifier
- ensemble methods
- prior knowledge
- multiple models
- generalization ability
- unsupervised learning
- pairwise
- transfer learning
- training examples
- learning environment
- base learners
- learning process
- sample selection bias