Active Learning for Unbalanced Data in the Challenge with Multiple Models and Biasing.
Yukun ChenSubramani ManiPublished in: Active Learning and Experimental Design @ AISTATS (2011)
Keyphrases
- multiple models
- unbalanced data
- active learning
- dynamic model
- ensemble methods
- training data
- ridge regression
- supervised learning
- semi supervised
- ensemble learning
- support vector machine
- high dimensional
- semi supervised learning
- training examples
- machine learning
- data mining
- unlabeled data
- data distribution
- feature space
- feature extraction
- class imbalance
- feature selection
- learning algorithm