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I applied regression using support vector machines and then I approximate the results using polynomial regression and obtain an equation for the results. I applied support vector machines and then polynomial regression because I didn't know how to obtain equation directly from applying support vector machines.

My questions are:

  • Is it correct to apply support vector machine and then polynomial regression?
  • Is it possible to get regression equation from applying only support vector machine?

Any suggestion is highly appreciated.

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  • $\begingroup$ guys I really need an answer. I hope the question was clear. $\endgroup$ – jone kemberly Jun 17 '15 at 10:59
  • $\begingroup$ You must have patience to get an answer here... $\endgroup$ – Learner Jun 17 '15 at 11:12
  • $\begingroup$ Your question is not clear. To what did you apply polynomial regression (what was your independent/dependent variables)? In order to get a better/quicker answer, it is also highly recommended for you to post a reproducible code example. $\endgroup$ – lanenok Jun 17 '15 at 12:52
  • $\begingroup$ I first did regression using support vector machine approach, my dependent vairable is the cost and my independent variable was the change in network condition. Then I applied polynomial regression to the results that I obtained from the support vector machine regression model to get approximate mathematical equation of the relation between the dependent and the independent variables obtained from support vector machine regression I hope this was clear $\endgroup$ – jone kemberly Jun 19 '15 at 3:55

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