Probabilistic Linear Regression

버전 1.0.0.0 (4.26 KB) 작성자: Mo Chen
Probabilistic Linear Regression with automatic model selection

다운로드 수: 581

업데이트 날짜: 2016/3/13

라이선스 보기

This package contains functions that fit a probabilistic linear regression model. For the ordinary regularized linear regression, user has to manually assign the regularization parameter. However, here we provide methods to automatically determine proper parameter from the data.
Two methods have been used to determine the regularization parameter: one uses the EM algorithm, the other uses the Mackay fix point update method. There are also demos and docs in this package.

This package is now a part of the PRML Toolbox (http://www.mathworks.com/matlabcentral/fileexchange/55826-pattern-recognition-and-machine-learning-toolbox).

인용 양식

Mo Chen (2023). Probabilistic Linear Regression (https://www.mathworks.com/matlabcentral/fileexchange/55832-probabilistic-linear-regression), MATLAB Central File Exchange. 검색됨 .

MATLAB 릴리스 호환 정보
개발 환경: R2016a
모든 릴리스와 호환
플랫폼 호환성
Windows macOS Linux

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!
버전 게시됨 릴리스 정보
1.0.0.0

added model selection methods
upload a picture
update title and description