Posterior probability based ensemble strategy using optimizing decision directed acyclic graph for multi-class classification.
Ligang ZhouHamido FujitaPublished in: Inf. Sci. (2017)
Keyphrases
- multi class classification
- posterior probability
- decision directed
- multi class
- bayesian networks
- bayesian framework
- binary classification
- generative model
- probabilistic model
- probability distribution
- probability density function
- support vector
- conditional probabilities
- ensemble methods
- base classifiers
- multi task learning
- prior knowledge
- data sets
- prediction accuracy
- pairwise
- training data
- feature extraction
- feature selection