vbmp: Variational Bayesian Multinomial Probit Regression for multi-class classification in R.
Nicola LamaMark A. GirolamiPublished in: Bioinform. (2008)
Keyphrases
- multi class classification
- multi task learning
- exponential family
- gaussian processes
- support vector
- multi class
- dirichlet process
- regression model
- multi task
- binary classification
- gaussian process
- text classification
- learning problems
- model selection
- learning tasks
- maximum likelihood
- closed form
- expectation maximization
- probabilistic model
- graphical models
- transfer learning
- text categorization
- missing values
- high order
- naive bayes
- theoretical analysis
- em algorithm
- latent variables
- machine learning
- text mining
- decision trees
- feature selection