Dear All,

I m trying to build SVM model with large dataset. However, svm from package e1071 works slowly (takes hours) to build model for like 1 million observations. I was thinking about CVM (Core Vector Machines: http://www.cse.ust.hk/~jamesk/papers/jmlr05.pdf<http://www.cse.ust.hk/%7Ejamesk/papers/jmlr05.pdf>), however couldn't find any R interface for this model.

Does anybody know how to deal with SVM for large datasets.

Thank you for any advices.

-Alex

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