Density- and Complexity-Regularization in Gaussian Mixture Bayesian Classifier.
Hiroshi TenmotoMineichi KudoPublished in: WSTST (2005)
Keyphrases
- gaussian mixture
- bayesian classifier
- probability density
- mixtures of gaussians
- gaussian mixture model
- closed form
- probability density function
- covariance matrix
- em algorithm
- naive bayes
- expectation maximization
- gaussian density
- decision trees
- density function
- density estimation
- mixture model
- principal component analysis
- worst case
- image processing
- bayesian classifiers
- data sets
- gaussian densities
- machine learning methods
- dimensionality reduction
- probability distribution
- probabilistic model
- feature selection
- machine learning
- data mining