Novel Intent Detection and Active Learning Based Classification (Student Abstract).
Ankan MullickPublished in: CoRR (2023)
Keyphrases
- active learning
- classification accuracy
- selective sampling
- classification scheme
- pattern recognition
- machine learning
- detection algorithm
- supervised learning
- knowledge level
- feature vectors
- learning process
- training set
- image classification
- automatic classification
- classification models
- pattern classification
- automatic detection
- detection rate
- false positives
- classification method
- experimental design
- class imbalance
- annotation effort
- feature selection
- machine learning algorithms
- semi supervised
- support vector machine
- feature space
- support vector
- class labels
- learning strategies
- benchmark datasets
- cost sensitive
- random sampling
- student model
- detection method
- feature extraction
- mammogram images
- e learning