Improving Active Learning by Avoiding Ambiguous Samples.
Christian LimbergHeiko WersingHelge J. RitterPublished in: ICANN (1) (2018)
Keyphrases
- active learning
- sample selection
- representative samples
- stratified sampling
- learning strategies
- training examples
- data sets
- selective sampling
- training set
- semi supervised
- active learning strategies
- supervised learning
- active sampling
- learning process
- cost sensitive
- sampling methods
- data samples
- crowd sourced
- annotation effort
- music emotion classification
- experimental design
- random sampling
- labeled data
- relevance feedback
- website
- information systems
- artificial intelligence
- information retrieval
- machine learning
- data mining
- databases