Active Learning for Binary Classification with Abstention.
Shubhanshu ShekharMohammad GhavamzadehTara JavidiPublished in: CoRR (2019)
Keyphrases
- binary classification
- active learning
- active learning strategies
- generalization error
- cost sensitive
- class imbalance
- multi class
- learning problems
- support vector
- multi class classification
- learning algorithm
- support vector machine
- multi label
- machine learning
- supervised learning
- semi supervised
- prediction accuracy
- binary classifiers
- training set
- semi supervised learning
- ensemble methods
- machine learning algorithms
- labeled data
- high dimensionality
- training examples
- class distribution
- knn
- reinforcement learning
- data sets