Bayesian Active Learning for Classification and Preference Learning
Neil HoulsbyFerenc HuszarZoubin GhahramaniMáté LengyelPublished in: CoRR (2011)
Keyphrases
- active learning
- preference learning
- label ranking
- gaussian processes
- support vector
- supervised learning
- machine learning
- training set
- feature vectors
- classification accuracy
- text classification
- support vector machine
- decision trees
- generative model
- class labels
- feature extraction
- pairwise
- feature space
- model selection
- random sampling
- gaussian process
- class imbalance
- ordinal regression
- labeled data
- bayesian networks
- pairwise comparison