Active Learning for Classification with Abstention.
Shubhanshu ShekharMohammad GhavamzadehTara JavidiPublished in: ISIT (2020)
Keyphrases
- active learning
- classification accuracy
- pattern recognition
- image classification
- training set
- supervised learning
- decision trees
- feature extraction
- selective sampling
- model selection
- class labels
- support vector
- cost sensitive
- classification models
- classification algorithm
- pattern classification
- training examples
- batch mode active learning
- text classification
- semi supervised
- support vector machine
- feature selection
- benchmark datasets
- learning strategies
- classification method
- classification rules
- classification scheme
- rare class
- training samples
- classification process
- support vector machine svm
- data sets
- machine learning