WEKA SMO vs LIBSVM

Is WEKA SMO different from LIBSVM?

I ask because it speaks on a LIBSVM site which: it implements an SMO-type algorithm proposed in this paper [...]

Is there a difference between the two?

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3 answers

In the above description, the site meant that they used SMO to solve the quadratic programming (QP) problem that arose during training for vector support machines, since previously available SVM training methods were much more complicated and required expensive third-party QPs.

You can get a more detailed description of SMO here

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A comparative study that he conducted after two works will make you understand the differences: http://research.microsoft.com/pubs/69644/tr-98-14.pdf http://www.csie.ntu.edu.tw/~ cjlin / papers / libsvm.pdf

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Source: https://habr.com/ru/post/1540661/


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