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MQL5 Wizard Techniques you should know (Part 37): Gaussian Process Regression with Linear and Matern Kernels

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by , 10-12-2024 at 08:01 AM (85 Views)
      
   
We continue these series on the different ways key component classes of wizard assembled Expert Advisors can be implemented by considering 2 Gaussian Process Kernels. The linear-kernel and Matérn Kernel. The former is so simple you cannot find its Wikipedia-page, however the latter has a reference page over here.

There are several additional advantages and uses to GPs like noise handling & reduction as well as adaptation to regime change and many others. As traders, though, we want to capitalize on these benefits, so let’s look at a very basic linear kernel.
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