i am using a geographic dataset and i intend to use SVR as machine learning method for predicting spatiotemporal patterns from this dataset.

My question is does SVR canensure spatiotemporal prediction from geographic datasets?

  • $\begingroup$ Yes, it can, but Gaussian process regression is a better fit for the spatiotemporal case because it affords greater flexibility and, like SVR, it also uses kernels; search for "spatiotemporal gaussian process regression". Welcome to the site! $\endgroup$ – Emre Apr 24 '18 at 0:29
  • $\begingroup$ Thank you .. i will do as told but do you know from where to start with spatiotemporal prediction : tools choice, methodologies .. $\endgroup$ – Azza Ousji Apr 24 '18 at 0:48
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    $\begingroup$ Try GPflow or pyro. $\endgroup$ – Emre Apr 24 '18 at 1:07

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