Kernel Ridge Regression in Matlab

Version 1.0.0.0 (316 KB) by Joseph Santarcangelo
Kernel Ridge Regression
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1.4K Downloads
Updated 12 Mar 2015

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This code implements Kernel Ridge Regression, just run main.m, there is also a function to generate some polynomial toy data and randomly partition the data into training and validation data. Create a KernelRidgeRegression object and generate predictions . Kernels used include linear, polynomial RBF and SAM.

Cite As

Joseph Santarcangelo (2026). Kernel Ridge Regression in Matlab (https://www.mathworks.com/matlabcentral/fileexchange/49989-kernel-ridge-regression-in-matlab), MATLAB Central File Exchange. Retrieved .

MATLAB Release Compatibility
Created with R2015a
Compatible with any release
Platform Compatibility
Windows macOS Linux
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Version Published Release Notes
1.0.0.0