Batch and online learning algorithms for nonconvex neyman-pearson classification.
Gilles GassoAristidis PappaioannouMarina SpivakLéon BottouPublished in: ACM Trans. Intell. Syst. Technol. (2011)
Keyphrases
- neyman pearson
- learning algorithm
- batch mode
- machine learning algorithms
- machine learning
- online algorithms
- classification algorithm
- support vector machine
- pattern recognition
- supervised learning
- classification accuracy
- online learning
- type ii
- training samples
- incremental learning
- classification models
- generalization ability
- decision trees
- text classification
- active learning
- neural network
- feature selection
- class labels
- classification method
- convex optimization
- svm classifier
- benchmark datasets
- support vector
- k nearest neighbor
- feature space