bayesian_linear_regression.hpp File Reference
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Classes

class  BayesianLinearRegression
 A Bayesian approach to the maximum likelihood estimation of the parameters $ \omega $ of the linear regression model. More...

 

Namespaces

 mlpack
 
Linear algebra utility functions, generally performed on matrices or vectors.
 
 mlpack::regression
 
Regression methods.
 

Detailed Description

Author
Clement Mercier

Definition of the BayesianRidge class, which performs the bayesian linear regression. According to the armadillo standards, all the functions consider data in column-major format.

mlpack is free software; you may redistribute it and/or modify it under the terms of the 3-clause BSD license. You should have received a copy of the 3-clause BSD license along with mlpack. If not, see http://www.opensource.org/licenses/BSD-3-Clause for more information.

Definition in file bayesian_linear_regression.hpp.