vbmp: Variational Bayesian Multinomial Probit Regression for multi-class classification in R.

Nicola Lama Mark A. Girolami

Published 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