An Overview and a Benchmark of Active Learning for One-Class Classification.
Holger TrittenbachAdrian EnglhardtKlemens BöhmPublished in: CoRR (2018)
Keyphrases
- active learning
- learning algorithm
- learning strategies
- semi supervised
- training examples
- machine learning
- pool based active learning
- active learning strategies
- random sampling
- labeled data
- relevance feedback
- supervised and unsupervised learning
- supervised learning
- speaker verification
- feature selection
- sample selection
- selective sampling
- training set
- unlabeled data
- experimental design
- binary classification
- decision trees
- transfer learning
- benchmark suite
- annotation effort
- database
- imbalanced data classification