SVM - SVMTRAIN method SMO (error: No convergence achieved within maximum number of iterations)

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I have been encountered with "No convergence achieved within maximum number of iterations" error. What can I do to fix the error? Please advise me

Answers (1)

Ilya
Ilya on 27 Jul 2013
You can increase the maximal number of iterations. See 'options' in the doc or help for svmtrain.
  2 Comments
Ilya
Ilya on 28 Jul 2013
Then do one or all of:
  • lower the box constraint
  • increase tolkkt
  • specify a positive value for kktviolationlevel
  • try a different kernel function

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