Active Binary Classification of Random Fields.
Arpan MukherjeeAli TajerPin-Yu ChenPayel DasPublished in: ISIT (2021)
Keyphrases
- binary classification
- random fields
- multi class
- support vector
- learning problems
- markov random field
- maximum entropy
- cost sensitive
- multi label
- conditional random fields
- support vector machine
- parameter estimation
- generalization error
- non stationary
- binary classifiers
- prediction accuracy
- probabilistic model
- ensemble methods
- class imbalance
- higher order
- cross validation
- supervised learning
- image processing
- potential functions
- feature selection
- data sets
- feature space
- natural language
- reinforcement learning
- class distribution