Support vector machines in MLLib Apache Spark

I have installed spark on AWS Elastic Map Reduce(EMR) and have been running SVM using the packages in MLLib. But there are no options to choose parameters for building the model like kernel selection and cost of misclassification (Like in e1071 package of R). Can someone please tell me how to set these parameters while building the model?