Ensembles of Support Vector Data Description for Active Learning Based Annotation of Affective Corpora.
Patrick ThiamMarkus KächeleFriedhelm SchwenkerGuenther PalmPublished in: SSCI (2015)
Keyphrases
- active learning
- support vector data description
- novelty detection
- detection method
- statistical learning theory
- learning process
- kernel function
- multiple classifiers
- training set
- target class
- machine learning
- density estimation
- unlabeled data
- training examples
- natural language processing
- decision boundary
- ensemble methods
- classifier ensemble
- decision trees
- ensemble learning
- semi supervised learning
- labeled data
- learning algorithm
- base classifiers
- generalization error
- support vectors
- supervised learning
- random forests
- anomaly detection
- text mining
- support vector machine