Tradeoffs in Streaming Binary Classification under Limited Inspection Resources.
Parisa HassanzadehDanial DervovicSamuel AssefaPrashant ReddyManuela VelosoPublished in: CoRR (2021)
Keyphrases
- binary classification
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi class classification
- multi label
- ensemble methods
- generalization error
- prediction accuracy
- binary classifiers
- pairwise
- class imbalance
- markov random field
- machine learning
- kernel methods
- text classification
- active learning
- data streams
- learning algorithm