Less is More: Active Learning with Support Vector Machines.
Greg SchohnDavid CohnPublished in: ICML (2000)
Keyphrases
- active learning
- learning strategies
- random sampling
- learning algorithm
- selective sampling
- semi supervised
- machine learning
- pool based active learning
- learning process
- relevance feedback
- online learning
- labeled data
- experimental design
- training set
- supervised learning
- active learning strategies
- batch mode active learning
- special case
- semi supervised learning
- training examples
- pairwise
- generalization error
- batch mode
- data sets