Example of creating and using a Support Vector Machine (SVM) for Machine Learning in Ruby This example will show how to implement a Support Vector Machine (SVM) with RBF (Gaussian) kernel in Ruby using rb-libsvm for classification. For more information about this network see the blog post Implementing Classification using a SVM in Ruby.