Improve Speed of SVM Regression

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wise_boss
wise_boss 2017년 12월 22일
댓글: Michael Croucher 2020년 11월 15일
I'm using regression to predict some data. The data set consists of 7 predictors with 26195 observations. If I train a regression model using decision trees, ensemble trees or linear regression, Matlab generates the model quickly. But if a try to train a support vector machine (SVM) regression model for any kernel, it takes forever. Ant tips on how to improve the speed?
  댓글 수: 2
emmanuel adewumi
emmanuel adewumi 2020년 11월 15일
I am also facing this challenge. Is there a way of improving the speed of any trained model in SVM?
Michael Croucher
Michael Croucher 2020년 11월 15일
Could you provide an example please? Something we could run ourselves?

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