Simultaneous Active Learning of Classifiers & Attributes via Relative Feedback.
Arijit BiswasDevi ParikhPublished in: CVPR (2013)
Keyphrases
- active learning
- training examples
- training set
- relevance feedback
- hyperspectral image classification
- query by committee
- decision trees
- feature selection
- semi supervised
- support vector
- learning algorithm
- high predictive accuracy
- linear classifiers
- co training
- machine learning
- attribute selection
- learning strategies
- training data
- irrelevant attributes
- machine learning algorithms
- ensemble learning
- semi supervised learning
- batch mode
- feature values
- supervised classification
- supervised learning
- generalization error
- user feedback
- attribute values
- test set
- naive bayes
- labeled data
- classification algorithm
- svm classifier
- multi class
- training samples
- unlabeled data
- classification models
- classification method
- random sampling
- class labels
- feature set
- reinforcement learning