Do Prior Information on Performance of Individual Classifiers for Fusion of Probabilistic Classifier Outputs Matter?
Jordan F. MasakunaPierre K. KafundaPublished in: J. Classif. (2023)
Keyphrases
- prior information
- individual classifiers
- classifier combination
- classifier fusion
- combining multiple
- multiple classifiers
- combining classifiers
- prior knowledge
- ensemble learning
- weighted average
- classifier ensemble
- ensemble methods
- combination of multiple classifiers
- pattern recognition
- probabilistic model
- fusion methods
- multiple classifier systems
- bayesian networks
- binary classification
- data fusion
- majority voting
- generative model
- base classifiers
- ensemble classifier
- fusion method
- probability estimation
- neural network
- text classification
- information fusion
- concept drift
- multi sensor
- pattern recognition problems
- cost sensitive
- machine learning
- data sets