Active learning for sparse bayesian multilabel classification.
Deepak VasishtAndreas C. DamianouManik VarmaAshish KapoorPublished in: KDD (2014)
Keyphrases
- multilabel classification
- active learning
- instance based learning
- multi label
- logistic regression
- lazy learning
- ensemble methods
- nearest neighbor
- training set
- unlabeled data
- text categorization
- learning algorithm
- supervised learning
- semi supervised
- machine learning
- rule induction
- semi supervised learning
- training examples
- instance selection
- multi label classification
- data sets
- small number
- machine learning methods
- decision trees
- binary classification
- multi task
- face recognition
- learning process
- labeled data
- image classification