Variational Bayesian Linear Regression
다운로드 수: 732
업데이트 날짜: 2016/3/13
This function fist a probabilistic linear regression model with variational Bayesian inference. For the ordinary regularized linear regression, user has to manually assign the regularization parameter. However, Variational Bayesian method can do model selection automatically, that is it can automatically determine proper parameter from the data.
This package is now a part of the PRML Toolbox (http://www.mathworks.com/matlabcentral/fileexchange/55826-pattern-recognition-and-machine-learning-toolbox).
Mo Chen (2023). Variational Bayesian Linear Regression (https://www.mathworks.com/matlabcentral/fileexchange/55947-variational-bayesian-linear-regression), MATLAB Central File Exchange. 검색됨 .
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- AI, Data Science, and Statistics > Statistics and Machine Learning Toolbox > Regression > Model Building and Assessment > Bayesian Regression >
받음: Pattern Recognition and Machine Learning Toolbox, Probabilistic Linear Regression
줌: Variational Bayesian Relevance Vector Machine for Sparse Coding
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