Online Extreme Entropy Machines for Streams Classification and Active Learning.
Wojciech Marian CzarneckiJacek TaborPublished in: CORES (2015)
Keyphrases
- active learning
- pattern recognition
- classification accuracy
- machine learning
- supervised learning
- selective sampling
- automatic classification
- online learning
- batch mode active learning
- support vector
- class imbalance
- real time
- class labels
- data streams
- classification scheme
- feature extraction
- classification method
- support vector machine
- image classification
- text classification
- classification algorithm
- neural network
- information theory
- decision rules
- support vector machine svm
- decision trees
- feature vectors
- training set
- batch mode
- classification systems
- sample selection
- pool based active learning
- generalization error
- classification models
- cost sensitive
- pattern classification
- model selection
- feature space
- feature selection
- learning algorithm