Active Learning Algorithm Using the Discrimination Function of the Base Classifiers.
Robert BurdukPublished in: IP&C (2016)
Keyphrases
- base classifiers
- learning algorithm
- training samples
- ensemble methods
- decision trees
- multi class
- base learners
- active learning
- training set
- ensemble learning
- boosting algorithms
- naive bayes
- training examples
- machine learning algorithms
- generalization ability
- random forest
- learning scheme
- classifier combination
- supervised learning
- support vector
- machine learning
- class labels
- prediction accuracy
- classification accuracy
- generalization error
- reinforcement learning
- feature selection
- data mining