Tradeoffs in streaming binary classification under limited inspection resources.
Parisa HassanzadehDanial DervovicSamuel AssefaPrashant ReddyManuela VelosoPublished in: ICAIF (2021)
Keyphrases
- binary classification
- multi class
- learning problems
- support vector
- cost sensitive
- multi class classification
- support vector machine
- multi label
- generalization error
- prediction accuracy
- data streams
- binary classifiers
- neural network
- ensemble methods
- data sets
- machine learning algorithms
- benchmark datasets
- image classification
- supervised learning
- pairwise
- training data