Classifier Risk Estimation Under Limited Labeling Resources.
Anurag KumarBhiksha RajPublished in: PAKDD (1) (2018)
Keyphrases
- limited resources
- empirical risk
- multiple classifiers
- resource constraints
- support vector machine
- risk assessment
- resource limitations
- feature space
- support vector
- decision making
- training data
- classifier systems
- selection criterion
- classification process
- decision trees
- estimation algorithm
- learning classifier systems
- linear classifiers
- false positives
- classification method
- resource allocation
- training examples
- labeling process
- training samples
- training set
- image segmentation
- data sets
- semantic labels
- labeled training set
- classifier ensemble
- classification scheme
- parameter estimation
- active learning
- learning algorithm