Active Learning for One-Class Classification.
Vincent Barnabe-LortieColin BellingerNathalie JapkowiczPublished in: ICMLA (2015)
Keyphrases
- active learning
- semi supervised
- learning strategies
- machine learning
- learning algorithm
- supervised learning
- novelty detection
- random sampling
- training examples
- selective sampling
- relevance feedback
- cost sensitive
- binary classification
- active learning strategies
- pool based active learning
- unlabeled data
- class imbalance
- music emotion classification
- speaker verification
- annotation effort
- density estimation
- semi supervised learning
- labeled data
- learning process
- training set
- sample selection
- decision trees
- website
- data sets
- imbalanced data classification
- database