Binary classification: Ensemble Methods Utilizing Decision Theory Tools.
Oksana PichuginaLyudmyla KirichenkoTamara RadivilovaPublished in: ProfIT AI (2022)
Keyphrases
- binary classification
- ensemble methods
- decision theory
- prediction accuracy
- decision making
- utility function
- machine learning methods
- decision trees
- benchmark datasets
- multi class
- decision theoretic
- game theory
- base classifiers
- cost sensitive
- learning problems
- classifier ensemble
- individual classifiers
- support vector machine
- multi label
- theoretical framework
- generalization error
- case based reasoning
- microarray
- support vector machine svm
- base learners
- artificial intelligence
- genetic algorithm