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machine-learningwekasvmlibsvm

What is the default setting for SVM in weka?


I would like to know what is the default setting for SVM of weka library?. As I know Weka wraps LIVSVM and the default parameter for LIBSVM is the rbf kernel, does this holds true for weka?.


Solution

  • Yes, the default kernel is RBF with gamma equal to 1/k. See other defaults in javadocs here or here.

    NB: Weka contains its own implementation - SMO, but it also provides wrapper for libsvm, and "LibSVM runs faster than SMO" (note that it requires installed libsvm, see docs).