Dictionary-based active learning for sound event classification.
Wanting JiRuili WangJunbo MaPublished in: Multim. Tools Appl. (2019)
Keyphrases
- active learning
- batch mode active learning
- selective sampling
- pattern recognition
- training set
- supervised learning
- decision trees
- automatic classification
- classification method
- text classification
- classification accuracy
- machine learning
- classification algorithm
- support vector machine
- annotation effort
- feature extraction
- support vector machine svm
- image classification
- feature vectors
- support vector
- learning process
- experimental design
- classification scheme
- random sampling
- classification models
- preprocessing
- learning strategies
- labeled data
- class imbalance
- machine learning methods
- decision boundary
- class labels
- sample selection
- feature set