Active Learning from Positive and Unlabeled Data.
Alireza GhasemiHamid R. RabieeMohsen FadaeeMohammad Taghi ManzuriMohammad H. RohbanPublished in: CoRR (2016)
Keyphrases
- active learning
- machine learning
- selective sampling
- training set
- pool based active learning
- learning strategies
- semi supervised
- learning process
- labeled data
- class imbalance
- learning algorithm
- supervised learning
- semi supervised learning
- unlabeled data
- batch mode
- batch mode active learning
- relevance feedback
- random sampling
- experimental design
- cost sensitive
- real world
- annotation effort
- sample selection
- search engine
- clustering algorithm
- transfer learning
- feature selection
- data sets
- website
- multi class