Using Bayesian posterior probability in confidence of attributes for feature selection.
Inkyoo ParkJongjin ParkGyoo-Seok ChoiPublished in: Int. J. Secur. Networks (2015)
Keyphrases
- posterior probability
- feature selection
- bayesian networks
- bayesian framework
- generative model
- probability distribution
- bayesian model selection
- probabilistic model
- posterior distribution
- class membership
- probability density function
- conditional probabilities
- prior probabilities
- markov networks
- markov chain monte carlo
- dimensionality reduction
- bayesian formulation
- machine learning
- unsupervised learning
- model selection
- classification accuracy
- support vector
- feature extraction
- data sets
- text classification
- knn
- feature space
- face recognition
- feature set