Kernel Ridge Regression

Version 1.0.0.0 (2.01 KB) by Ambarish Jash
This is ridge regression implemented using the Gaussian Kernel.
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Updated 14 Apr 2010

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The Gaussian Kernel can be changed to any desired kernel. However such a change will not dramatically improve results. This is a variant of ridge regression using the kernel trick (Mercers Theorem).

Cite As

Ambarish Jash (2026). Kernel Ridge Regression (https://www.mathworks.com/matlabcentral/fileexchange/27248-kernel-ridge-regression), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2009b
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0.0