New Alternatives to Optimize Policy Classifiers.
Vitalii DemianiukSergey I. NikolenkoPavel ChuprikovKirill KoganPublished in: IEEE/ACM Trans. Netw. (2020)
Keyphrases
- decision trees
- supervised classification
- training data
- support vector
- training set
- neural network
- feature set
- decision makers
- optimal policy
- machine learning algorithms
- alternative approaches
- svm classifier
- decision making
- classification models
- asymptotically optimal
- linear classifiers
- classification systems
- multiple criteria
- action selection
- policy making
- classifier combination
- classification decisions
- classification method
- infinite horizon
- roc curve
- class labels
- training samples
- learning algorithm