Classifier Risk Estimation under Limited Labeling Resources.
Anurag KumarBhiksha RajPublished in: CoRR (2016)
Keyphrases
- limited resources
- empirical risk
- resource limitations
- risk assessment
- resource allocation
- training data
- active learning
- learning classifier systems
- labeling process
- image segmentation
- support vector machine
- training examples
- classification scheme
- learning algorithm
- classifier systems
- classification rate
- decision trees
- support vector
- multi class
- feature set
- resource constraints
- machine learning
- semantic labels
- high risk
- bayesian classifier
- accurate estimation
- ensemble learning
- supervised learning
- maximum likelihood
- classification algorithm
- resource management
- estimation algorithm
- estimation error